{"task":"Use bggg-tiktok-downloader","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"feedback":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","outcome_api":"https://www.openagentskill.com/api/agent/outcome","method":"POST","selected_skill_slug":"binggandata-bggg-tiktok-downloader","selected_skill_name":"bggg-tiktok-downloader","alternative_skill_slugs":["joeanamier-tiktokdownloader","binggandata-bggg-tiktok-readvideo","binggandata-bggg-tiktok-search","binggandata-bggg-tiktok-capcut"],"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"report_after":["After trying the selected skill, report whether it solved the task.","Mark blocked_by_risk when audit, license, credentials, shell, or network risk prevents safe use.","Mark setup_required when the skill looks relevant but needs missing keys, data, or manual configuration.","Mark not_relevant when the selected skill does not match the task after inspection.","Include output_quality, error_type, workspace, human_review_required, evidence_url, and time_to_useful_ms when available."],"json_example":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success"},"agent_feedback_loop":{"version":"openagentskill-agent-feedback-loop-v3","status":"active","purpose":"Report the result of one resolved skill run so Trust Score v5 and future Resolve rankings learn from real use.","event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","selected_skill_slug":"binggandata-bggg-tiktok-downloader","selected_skill_name":"bggg-tiktok-downloader","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","idempotency":"Retrying the same event_id updates the previous outcome.","dry_run":{"supported":true,"instruction":"Set dry_run=true to validate a payload before wiring a new agent integration."},"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"error_types":["install_failed","runtime_error","not_relevant","permission_blocked","risk_blocked","setup_required","low_quality_output","missing_dependency","timeout","other"],"workspaces":["sandbox","local","ci","production","unknown"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url"],"payload_template":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success","ranking_inputs_updated":["Trust Score v5 outcome confidence","Resolve ranking outcome evidence","Skill detail outcome signal block","Outcome leaderboard"]},"install_receipt":{"version":"openagentskill-install-receipt-v2","receipt_id":"receipt_e2ecbc3d-d714-494c-8b57-134b9106b5c4","resolve_event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","generated_at":"2026-09-06T22:45:14.598Z","task":"Use bggg-tiktok-downloader","agent":"codex","constraints":{"max_risk":"medium","needs_install_command":true,"min_stars":0},"urls":{"web":"https://www.openagentskill.com/resolve?task=Use+bggg-tiktok-downloader&agent=codex&max_risk=medium","json":"https://www.openagentskill.com/api/agent/receipt?task=Use+bggg-tiktok-downloader&agent=codex&max_risk=medium","text":"https://www.openagentskill.com/api/agent/receipt?task=Use+bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","resolve_json":"https://www.openagentskill.com/api/agent/resolve?task=Use+bggg-tiktok-downloader&agent=codex&max_risk=medium","resolve_text":"https://www.openagentskill.com/api/agent/resolve?task=Use+bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text"},"selected_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api_url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","install_api_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","ready":true,"policy":"review","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"blocked":false},"decision":{"recommendation":"Require human approval before installing into a real workspace.","why_selected":["Matches task terms: bggg, tiktok, downloader","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 54","Companion skill for Browser automation","63/100 Trust Score","0/100 Agent Proven Score"],"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"trust":{"score":63,"label":"Sandbox only","version":"trust-score-v5","base_score":71,"outcome_confidence":0,"outcome_signal":"No agent outcome data yet","outcome_total":0,"outcome_success_rate":null,"decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]}},"agent_proven":{"score":0,"label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"installAttempts":0,"installSuccessRate":null,"riskBlocked":0,"setupRequired":0,"avgOutputQuality":null,"productionOutcomes":0}},"risk":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety_score":67,"audit_score":79,"notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin","67/100 agent safety score"],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","audit_url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader/audit","install_command":"npx skills add JoeanAmier/TikTokDownloader","trust_score":87,"audit_score":90,"safety_score":74,"reason":"Matches task terms: tiktok, downloader","policy":"review"},{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo/audit","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","trust_score":80,"audit_score":84,"safety_score":72,"reason":"Matches task terms: bggg, tiktok","policy":"review"},{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search/audit","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","trust_score":78,"audit_score":83,"safety_score":67,"reason":"Matches task terms: bggg, tiktok","policy":"review"},{"slug":"binggandata-bggg-tiktok-capcut","name":"bggg-tiktok-capcut","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut/audit","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","trust_score":71,"audit_score":79,"safety_score":67,"reason":"Matches task terms: bggg, tiktok","policy":"review"}],"outcome_feedback":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"dry_run_payload":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"},"dry_run":true},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success","instruction":"After one narrow sandbox run, report success, failed, not_relevant, blocked_by_risk, or setup_required so Trust Score v5 and future agent rankings learn from real usage."},"next_steps":["Read the audit page: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","Fetch the pre-install eval: https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","Do not auto-install yet. Ask for human review before running: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","Run one narrow task with no production secrets or irreversible side effects.","Report the result to https://www.openagentskill.com/api/agent/outcome using event_id resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4."],"stable_fields":["receipt_id","selected_skill","install","trust","risk","alternatives","outcome_feedback","next_steps"],"freshness_policy":"Re-resolve before production use or after 24 hours to refresh trust, audit, and outcome signals."},"recommendation":{"task":"Use bggg-tiktok-downloader","agent":"codex","best_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api_url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","ready":true,"review_required":true,"auto_install_allowed":false,"policy":"review"},"why_recommended":["Matches task terms: bggg, tiktok, downloader","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 54","Companion skill for Browser automation","63/100 OpenAgentSkill Trust Score v5","79/100 audit score"],"trust_score_v5":{"score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","version":"trust-score-v5","install_policy":"human_review_before_install","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"agent_compatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomes":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","trust_score":63,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"best_for":["automation","agent-skill"],"do_not_use_for":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"known_risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"score":71,"tier":"review","label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"agent_compatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomes":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"do_not_use_for":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"known_risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"trust_score_v3":{"score":71,"tier":"review","label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"agent_compatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},"trust_score_v2":{"score":71,"tier":"review","label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"agent_compatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"risk":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},"risk":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"71/100 Manual review","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","67/100 agent safety score"]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-downloader"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"bggg-tiktok-downloader\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"bggg-tiktok-downloader\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-downloader"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"24d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-downloader (bggg-tiktok-downloader)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-downloader"}},"agent_contract":{"version":"openagentskill-resolve-contract-v2","input_task":"Use bggg-tiktok-downloader","recommended_skill_slug":"binggandata-bggg-tiktok-downloader","recommended_skill_name":"bggg-tiktok-downloader","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","install_policy":"review","auto_install_allowed":false,"human_review_required":true,"audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","skill_api_url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-downloader (bggg-tiktok-downloader)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"supply_asset":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"local-desktop","title":"Local desktop"}]},"maintenance":{"status":"fresh","label":"24d since push","daysSincePush":24,"lastPushedAt":"2026-08-13T03:18:36+00:00"},"github_quality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":69,"trustScore":71,"auditScore":79},"coverage_tags":["Coding","Coding agents","automation","agent-skill"]},"alternatives":[{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","install_command":"npx skills add JoeanAmier/TikTokDownloader","trust_score":87,"audit_score":90,"safety_score":74,"why_consider":"Matches task terms: tiktok, downloader","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"74/100 Review before install","trust":"87/100 Production candidate","notes":["Documentation summary is thin"]}},{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","trust_score":80,"audit_score":84,"safety_score":72,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"72/100 Review before install","trust":"80/100 Strong shortlist","notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","trust_score":78,"audit_score":83,"safety_score":67,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"78/100 Strong shortlist","notes":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-capcut","name":"bggg-tiktok-capcut","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","trust_score":71,"audit_score":79,"safety_score":67,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"71/100 Manual review","notes":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin"]}}],"decision_packet":{"version":"openagentskill-agent-decision-packet-v1","task":"Use bggg-tiktok-downloader","agent":"codex","selected_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api_url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","target":"codex","label":"Codex install prompt","policy":"review","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true},"trust":{"score":63,"label":"Sandbox only","version":"trust-score-v5","base_score":71,"outcome_confidence":0,"decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"id":"install_safety","label":"Install command safety","score":92,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"id":"review_status","label":"Review status","score":66,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"status":"info","detail":"No agent outcome data yet"}]},"risk":{"level":"Needs review","audit_label":"Needs review","safety":"67/100 Review before install","trust":"71/100 Manual review","safety_tier":"Reviewed with permission notes","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","install_command":"npx skills add JoeanAmier/TikTokDownloader","trust_score":87,"audit_score":90,"safety_score":74,"why_consider":"Matches task terms: tiktok, downloader","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"74/100 Review before install","trust":"87/100 Production candidate","notes":["Documentation summary is thin"]}},{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","trust_score":80,"audit_score":84,"safety_score":72,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"72/100 Review before install","trust":"80/100 Strong shortlist","notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","trust_score":78,"audit_score":83,"safety_score":67,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"78/100 Strong shortlist","notes":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-capcut","name":"bggg-tiktok-capcut","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","trust_score":71,"audit_score":79,"safety_score":67,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"71/100 Manual review","notes":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin"]}}],"outcome_feedback":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success"},"next_agent_action":"Ask for human approval or choose a safer alternative before installing.","stable_fields":["decision_packet.selected_skill","decision_packet.install","decision_packet.risk.do_not_use_when","decision_packet.alternatives","decision_packet.outcome_feedback","decision_packet.trust.decision"]},"agent_instruction":"Use bggg-tiktok-downloader for: Use bggg-tiktok-downloader\nReview audit: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit\nAsk for human approval before installing: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader\nIf the audit or policy warnings are unacceptable, choose one of the alternatives."},"recommendation_lanes":{"best_match":{"rank":1,"match_score":54,"raw_match_score":216.5,"semantic_relevance":54,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","github_stars":590,"created_at":"2026-09-05T11:11:35.735816+00:00","updated_at":"2026-08-13T03:18:36+00:00","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","github_repo":"binggandata/bggg-skills","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"recommendation_reasons":["Matches task terms: bggg, tiktok, downloader","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 54"],"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"local-desktop","title":"Local desktop"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":69,"trustScore":71,"auditScore":79},"maintenance":{"status":"fresh","label":"24d since push","daysSincePush":24,"lastPushedAt":"2026-08-13T03:18:36+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"]},"coverageTags":["Coding","Coding agents","automation","agent-skill"]},"quality":{"score":69,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"590","tone":"positive"},{"label":"Freshness","value":"24d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided."]},"trust":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data 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surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"trust_v5":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","trust_score":63,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"]},"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","67/100 agent safety score"]},"decision":{"readiness_score":80,"readiness_label":"Strong shortlist","headline":"Companion skill for Browser automation","role":"Companion skill","best_for":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Browser automation task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review bggg-tiktok-downloader trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-downloader","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"bggg-tiktok-downloader\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"bggg-tiktok-downloader\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-downloader"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"bggg-tiktok-downloader\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"bggg-tiktok-downloader\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-downloader"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"24d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-downloader (bggg-tiktok-downloader)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-downloader"}},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"}],"urls":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/binggandata-bggg-tiktok-downloader?metric=audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"}},"safer_alternative":{"rank":2,"match_score":42,"raw_match_score":196.2,"semantic_relevance":42,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","description":"TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具","category":"data-analysis","github_stars":14800,"created_at":"2026-06-16T10:22:49.047648+00:00","updated_at":"2026-06-14T08:06:53+00:00","repository":"https://github.com/JoeanAmier/TikTokDownloader","github_repo":"JoeanAmier/TikTokDownloader","source_version":{"version":"1.0.0","commit_sha":null,"content_hash":null,"ref":null,"path":null,"sync_status":"untracked"}},"recommendation_reasons":["Matches task terms: tiktok, downloader","Strong GitHub adoption: 14,800 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42"],"supply_profile":{"track":{"slug":"data","label":"Data, BI, and analytics","shortLabel":"Data","description":"CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis."},"scenario":{"label":"Data analysis","description":"I need my agent to analyze CSV data, produce insights, and explain trends.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"data-analysis","title":"Data analysis"}]},"applicableAgents":["CLI","Codex","Claude Code","Cursor","Python"],"install":{"ready":true,"command":"npx skills add JoeanAmier/TikTokDownloader","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":14800,"starsLabel":"15K","forks":2551,"license":"GPL-3.0","qualityScore":100,"trustScore":87,"auditScore":90},"maintenance":{"status":"active","label":"3mo since push","daysSincePush":84,"lastPushedAt":"2026-06-14T08:06:53+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":true,"notes":["Documentation summary is thin"]},"coverageTags":["Data","Data analysis","data-analysis","csv","abogus","api","docker","douyin"]},"quality":{"score":100,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"15K","tone":"positive"},{"label":"Freshness","value":"3mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"GPL-3.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":87,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency review.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"15K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"GPL-3.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"external package install surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"15K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3mo since push"},{"status":"pass","label":"License clarity","detail":"GPL-3.0"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"info","label":"Dependency/runtime risk","detail":"external package install surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"filesystem or document access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Documentation summary is thin"],"evidence":{"stars":"15K GitHub stars","repoActivity":"15K stars, 2.6K forks","lastPushed":"3mo since push","license":"GPL-3.0","repository":"https://github.com/JoeanAmier/TikTokDownloader","install":"npx skills add JoeanAmier/TikTokDownloader","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add JoeanAmier/TikTokDownloader","policy":"agent_install_candidate","label":"Agent install candidate","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3mo since push"]},"agentCompatibility":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"low","label":"Low metadata risk","notes":["Documentation summary is thin"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":true,"sandboxRequired":true,"policy":"agent_install_candidate","reason":"Trust Score v4 allows sandbox-first agent installation after normal workspace review."},"bestFor":["data-analysis","csv","data","abogus","api","docker"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"knownRisks":["Documentation summary is thin"]},"trust_v5":{"version":"trust-score-v5","score":84,"base_score":87,"outcome_confidence":0,"tier":"strong","label":"Review then install","summary":"Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.","recommendedAction":"Use as the primary candidate after human or sandbox review.","decision":{"install_policy":"agent_install_candidate","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Ask for approval or run a sandbox-only trial before installing.","reasoning":["84/100 Trust Score v5","87/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Low metadata risk"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"15K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"GPL-3.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"external package install surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"15K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3mo since push"},{"status":"pass","label":"License clarity","detail":"GPL-3.0"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"info","label":"Dependency/runtime risk","detail":"external package install surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"filesystem or document access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Documentation summary is thin","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"15K GitHub stars","repoActivity":"15K stars, 2.6K forks","lastPushed":"3mo since push","license":"GPL-3.0","repository":"https://github.com/JoeanAmier/TikTokDownloader","install":"npx skills add JoeanAmier/TikTokDownloader","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"agent_install_candidate"},"installReadiness":{"ready":true,"command":"npx skills add JoeanAmier/TikTokDownloader","policy":"agent_install_candidate","label":"Agent install candidate","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3mo since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"low","label":"Low metadata risk","notes":["Documentation summary is thin"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"agent_install_candidate","reason":"Ask for approval or run a sandbox-only trial before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["data-analysis","csv","data","abogus","api","docker"],"suited_agents":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add JoeanAmier/TikTokDownloader","trust_score":84,"trust_version":"trust-score-v5","risk_level":"low","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["data-analysis","csv","data","abogus","api","docker"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"knownRisks":["Documentation summary is thin"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":87,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin"]},"safety":{"score":74,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","74/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Documentation summary is thin"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","74/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Research agents","role":"Primary pick","best_for":["Research agents workflows","general agent builders","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Research agents task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add JoeanAmier/TikTokDownloader","value":"Install the \"TikTokDownloader\" agent skill from https://github.com/JoeanAmier/TikTokDownloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review TikTokDownloader trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add joeanamier-tiktokdownloader","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"TikTokDownloader\" agent skill from https://github.com/JoeanAmier/TikTokDownloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"TikTokDownloader\" as a Claude Code skill from https://github.com/JoeanAmier/TikTokDownloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"TikTokDownloader\" from https://github.com/JoeanAmier/TikTokDownloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","description":"TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具","category":"data-analysis","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","repository":"https://github.com/JoeanAmier/TikTokDownloader","github_repo":"JoeanAmier/TikTokDownloader"},"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Move data between tools","Transform files"],"suited_agents":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add JoeanAmier/TikTokDownloader","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add joeanamier-tiktokdownloader"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"TikTokDownloader\" agent skill from https://github.com/JoeanAmier/TikTokDownloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"TikTokDownloader\" as a Claude Code skill from https://github.com/JoeanAmier/TikTokDownloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"TikTokDownloader\" from https://github.com/JoeanAmier/TikTokDownloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/joeanamier-tiktokdownloader"},"trust":{"score":87,"label":"Production candidate","version":"trust-score-v4","install_policy":"agent_install_candidate","evidence":{"stars":"15K GitHub stars","repoActivity":"15K stars, 2.6K forks","lastPushed":"3mo since push","license":"GPL-3.0","repository":"https://github.com/JoeanAmier/TikTokDownloader","install":"npx skills add JoeanAmier/TikTokDownloader","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":true,"sandbox_required":true,"reason":"Trust Score v4 allows sandbox-first agent installation after normal workspace review."},"best_for":["data-analysis","csv","data","abogus","api","docker"],"known_risks":["Documentation summary is thin"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":100,"label":"Excellent"},"supply":{"track":"Data, BI, and analytics","scenario":"Data analysis","maintenance":"3mo since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 87/100 Production candidate","Audit: 90/100 Safe to try","Safety: 74/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"joeanamier-tiktokdownloader (TikTokDownloader)","install_command":"npx skills add JoeanAmier/TikTokDownloader","risk_summary":"Safe to try; Reviewed; Low metadata risk","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"joeanamier-tiktokdownloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","api":"https://www.openagentskill.com/api/agent/skills/joeanamier-tiktokdownloader","audit":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=joeanamier-tiktokdownloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install","manifest":"https://www.openagentskill.com/api/registry/manifest/joeanamier-tiktokdownloader"}},"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"data-analysis","title":"Data analysis","url":"https://www.openagentskill.com/use-cases/data-analysis"}],"urls":{"web":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","api":"https://www.openagentskill.com/api/agent/skills/joeanamier-tiktokdownloader","install_api":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install","audit":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=joeanamier-tiktokdownloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/joeanamier-tiktokdownloader?metric=audit","repository":"https://github.com/JoeanAmier/TikTokDownloader"}},"popular_alternative":{"rank":7,"match_score":30,"raw_match_score":130.8,"semantic_relevance":30,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"evil0ctal-douyin-tiktok-download-api","name":"Douyin TikTok Download API","description":"🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。","category":"web-automation","github_stars":18292,"created_at":"2026-05-23T07:49:17.16249+00:00","updated_at":"2025-10-12T15:30:32+00:00","repository":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API","github_repo":"Evil0ctal/Douyin_TikTok_Download_API","source_version":{"version":"1.0.0","commit_sha":null,"content_hash":null,"ref":null,"path":null,"sync_status":"untracked"}},"recommendation_reasons":["Matches task terms: tiktok","Strong GitHub adoption: 18,292 stars","Install handoff is available","Repository freshness signal is available","Registry match score 30"],"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"web-scraping","title":"Web scraping"},{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["CLI","Codex","Claude Code","Cursor","Python"],"install":{"ready":true,"command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":18292,"starsLabel":"18K","forks":2636,"license":"Apache-2.0","qualityScore":92,"trustScore":85,"auditScore":84},"maintenance":{"status":"stable","label":"11mo since push","daysSincePush":329,"lastPushedAt":"2025-10-12T15:30:32+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":true,"notes":["Documentation summary is thin"]},"coverageTags":["Coding","Coding agents","web-automation","scraping","crawler","api","async","douyin"]},"quality":{"score":92,"tier":"excellent","label":"Excellent","summary":"High-confidence pick with strong adoption and healthy maintenance signals.","signals":[{"label":"GitHub stars","value":"18K","tone":"positive"},{"label":"Freshness","value":"11mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"Apache-2.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":85,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"18K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"18K stars, 2.6K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":62,"weight":0.14,"status":"info","detail":"11mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Evil0ctal/Douyin_TikTok_Download_API"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":86,"weight":0.07,"status":"pass","detail":"network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"18K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"18K stars, 2.6K forks; issue activity unavailable in current metadata"},{"status":"info","label":"Recent maintenance","detail":"11mo since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"network or browser surface"},{"status":"pass","label":"Install 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pattern"],"warnings":["Documentation summary is thin"],"evidence":{"stars":"18K GitHub stars","repoActivity":"18K stars, 2.6K forks","lastPushed":"11mo since push","license":"Apache-2.0","repository":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API","install":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","installSafety":"standard package or runtime install path","permissionSurface":"network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","11mo since push"]},"agentCompatibility":["Python","Web Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"low","label":"Low metadata risk","notes":["Documentation summary is thin"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["web-automation","scraping","crawler","api","async","douyin"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Documentation summary is thin"]},"trust_v5":{"version":"trust-score-v5","score":80,"base_score":85,"outcome_confidence":0,"tier":"strong","label":"Review then install","summary":"Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.","recommendedAction":"Use as the primary candidate after human or sandbox review.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Ask for approval or run a sandbox-only trial before installing.","reasoning":["80/100 Trust Score v5","85/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Low metadata risk"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"18K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"18K stars, 2.6K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":62,"weight":0.14,"status":"info","detail":"11mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"Apache-2.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add Evil0ctal/Douyin_TikTok_Download_API"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":86,"weight":0.07,"status":"pass","detail":"network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"18K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"18K stars, 2.6K forks; issue activity unavailable in current metadata"},{"status":"info","label":"Recent maintenance","detail":"11mo since push"},{"status":"pass","label":"License clarity","detail":"Apache-2.0"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add Evil0ctal/Douyin_TikTok_Download_API"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"pass","label":"OpenAgentSkill usage","detail":"14 views, 0 install copies"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Large GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Documentation summary is thin","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"18K GitHub stars","repoActivity":"18K stars, 2.6K forks","lastPushed":"11mo since push","license":"Apache-2.0","repository":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API","install":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","installSafety":"standard package or runtime install path","permissionSurface":"network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","11mo since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Python","Web Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"low","label":"Low metadata risk","notes":["Documentation summary is thin"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Ask for approval or run a sandbox-only trial before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["web-automation","scraping","crawler","api","async","douyin"],"suited_agents":["Python","Web Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","trust_score":80,"trust_version":"trust-score-v5","risk_level":"low","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["web-automation","scraping","crawler","api","async","douyin"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Documentation summary is thin"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":85,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin"]},"safety":{"score":68,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","68/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["Documentation summary is thin"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","68/100 agent safety score"]},"decision":{"readiness_score":98,"readiness_label":"Production-ready","headline":"Primary pick for Web scraping","role":"Primary pick","best_for":["Web scraping workflows","general agent builders","teams that value GitHub adoption signals"],"risks":["No major risk signals from current metadata"],"next_steps":["Install it in a sandbox agent and run one Web scraping task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","value":"Install the \"Douyin TikTok Download API\" agent skill from https://github.com/Evil0ctal/Douyin_TikTok_Download_API. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review Douyin TikTok Download API trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add evil0ctal-douyin-tiktok-download-api","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"Douyin TikTok Download API\" agent skill from https://github.com/Evil0ctal/Douyin_TikTok_Download_API. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"Douyin TikTok Download API\" as a Claude Code skill from https://github.com/Evil0ctal/Douyin_TikTok_Download_API. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"Douyin TikTok Download API\" from https://github.com/Evil0ctal/Douyin_TikTok_Download_API into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"evil0ctal-douyin-tiktok-download-api","name":"Douyin TikTok Download API","description":"🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。","category":"web-automation","url":"https://www.openagentskill.com/skills/evil0ctal-douyin-tiktok-download-api","repository":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API","github_repo":"Evil0ctal/Douyin_TikTok_Download_API"},"suited_tasks":["Web scraping workflows","general agent builders","teams that value GitHub adoption signals","Crawl target URLs","Extract tables and metadata","Normalize messy page content","Navigate pages","Click and type safely"],"suited_agents":["Python","Web Automation","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add evil0ctal-douyin-tiktok-download-api"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Douyin TikTok Download API\" agent skill from https://github.com/Evil0ctal/Douyin_TikTok_Download_API. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Douyin TikTok Download API\" as a Claude Code skill from https://github.com/Evil0ctal/Douyin_TikTok_Download_API. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Douyin TikTok Download API\" from https://github.com/Evil0ctal/Douyin_TikTok_Download_API into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 🚀「Douyin_TikTok_Download_API」是一个开箱即用的高性能异步抖音、快手、TikTok、Bilibili数据爬取工具，支持API调用，在线批量解析及下载。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"evil0ctal-douyin-tiktok-download-api\",\"task\":\"Install Douyin TikTok Download API\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/evil0ctal-douyin-tiktok-download-api/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/evil0ctal-douyin-tiktok-download-api"},"trust":{"score":85,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"18K GitHub stars","repoActivity":"18K stars, 2.6K forks","lastPushed":"11mo since push","license":"Apache-2.0","repository":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API","install":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","installSafety":"standard package or runtime install path","permissionSurface":"network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["web-automation","scraping","crawler","api","async","douyin"],"known_risks":["Documentation summary is thin"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":92,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"11mo since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No major risk signals from current metadata","Documentation summary is thin","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 85/100 Strong shortlist","Audit: 84/100 Safe to try","Safety: 68/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"evil0ctal-douyin-tiktok-download-api (Douyin TikTok Download API)","install_command":"npx skills add Evil0ctal/Douyin_TikTok_Download_API","risk_summary":"Safe to try; Reviewed; Low metadata risk","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"evil0ctal-douyin-tiktok-download-api","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/evil0ctal-douyin-tiktok-download-api","api":"https://www.openagentskill.com/api/agent/skills/evil0ctal-douyin-tiktok-download-api","audit":"https://www.openagentskill.com/skills/evil0ctal-douyin-tiktok-download-api/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=evil0ctal-douyin-tiktok-download-api&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/evil0ctal-douyin-tiktok-download-api/install","manifest":"https://www.openagentskill.com/api/registry/manifest/evil0ctal-douyin-tiktok-download-api"}},"use_cases":[{"slug":"web-scraping","title":"Web scraping","url":"https://www.openagentskill.com/use-cases/web-scraping"},{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/evil0ctal-douyin-tiktok-download-api","api":"https://www.openagentskill.com/api/agent/skills/evil0ctal-douyin-tiktok-download-api","install_api":"https://www.openagentskill.com/api/skills/evil0ctal-douyin-tiktok-download-api/install","audit":"https://www.openagentskill.com/skills/evil0ctal-douyin-tiktok-download-api/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=evil0ctal-douyin-tiktok-download-api&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/evil0ctal-douyin-tiktok-download-api?metric=audit","repository":"https://github.com/Evil0ctal/Douyin_TikTok_Download_API"}},"new_contender":{"rank":8,"match_score":42,"raw_match_score":122.5,"semantic_relevance":42,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"binggandata-tiktok-gemini-video-workflow","name":"tiktok-gemini-video-workflow","description":"将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。","category":"design-creative","github_stars":590,"created_at":"2026-09-05T19:00:52.721663+00:00","updated_at":"2026-08-13T03:18:36+00:00","repository":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow","github_repo":"binggandata/bggg-skills","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"edcc158aadfa7451e7d07dd33ef69b7bd4d6703a5bebb9a8bbec07db75bbcd9b","ref":"main","path":"tiktok-gemini-video-workflow/SKILL.md","sync_status":"current"}},"recommendation_reasons":["Matches task terms: bggg, tiktok","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42"],"supply_profile":{"track":{"slug":"design","label":"Design and creative production","shortLabel":"Design","description":"Design assets, images, video, audio, multimodal media, presentation, and creative production skills."},"scenario":{"label":"Design and creative","description":"I need my agent to produce design assets, UI directions, presentations, or creative media workflows.","useCases":[{"slug":"design-creative","title":"Design and creative"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"video-creation","title":"Video creation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":74,"trustScore":73,"auditScore":81},"maintenance":{"status":"fresh","label":"24d since push","daysSincePush":24,"lastPushedAt":"2026-08-13T03:18:36+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","It relies on external tools (lark-cli, chrome:control-chrome, imagegen, gemini-watermark-remover) that must be pre-installed and configured; setup is not fully detailed in SKILL.md but referenced in setup.md.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"coverageTags":["Design","Design and creative","design-creative","agent-skill"]},"quality":{"score":74,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"590","tone":"positive"},{"label":"Freshness","value":"24d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability."]},"trust":{"version":"trust-score-v4","score":73,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow","install":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["design-creative","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"trust_v5":{"version":"trust-score-v5","score":65,"base_score":73,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["65/100 Trust Score v5","73/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow","install":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","trust_score":65,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":73,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","It relies on external tools (lark-cli, chrome:control-chrome, imagegen, gemini-watermark-remover) that must be pre-installed and configured; setup is not fully detailed in SKILL.md but referenced in setup.md.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":69,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","69/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","69/100 agent safety score"]},"decision":{"readiness_score":85,"readiness_label":"Production-ready","headline":"Primary pick for Design and creative","role":"Primary pick","best_for":["Design and creative workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Design and creative task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","value":"Install the \"tiktok-gemini-video-workflow\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review tiktok-gemini-video-workflow trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-tiktok-gemini-video-workflow","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"tiktok-gemini-video-workflow\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"tiktok-gemini-video-workflow\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"tiktok-gemini-video-workflow\" from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-tiktok-gemini-video-workflow","name":"tiktok-gemini-video-workflow","description":"将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。","category":"design-creative","url":"https://www.openagentskill.com/skills/binggandata-tiktok-gemini-video-workflow","repository":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Design and creative workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect visual requirements","Generate reusable assets","Package output for review","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-tiktok-gemini-video-workflow"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"tiktok-gemini-video-workflow\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"tiktok-gemini-video-workflow\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"tiktok-gemini-video-workflow\" from https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 将飞书多维表格中的产品图和爆款视频自动处理为 TikTok 带货视频：优先处理人工标记的返工任务，再认领新任务，拆解画面/文字/声音钩子，生成1–2段脚本、九宫格分镜和视频提示词，按单个或多个已授权Google账号路由Gemini/Flow额度，完成生成、续接、下载、消除可见星形水印、检查并后期补齐必要文字钩子，最后回传待验收成品。用于用户提到爆款复刻、TikTok带货视频、Gemini/Flow生视频、多Google账号、Chrome账号切换、额度轮询与日志、屏幕文字钩子、字幕缺失或乱码、人工验收返工、尾帧续接、九宫格分镜、视频去水印或飞书任务轮询时。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-tiktok-gemini-video-workflow\",\"task\":\"Install tiktok-gemini-video-workflow\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-tiktok-gemini-video-workflow/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-tiktok-gemini-video-workflow"},"trust":{"score":73,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow","install":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["design-creative","agent-skill"],"known_risks":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","It relies on external tools (lark-cli, chrome:control-chrome, imagegen, gemini-watermark-remover) that must be pre-installed and configured; setup is not fully detailed in SKILL.md but referenced in setup.md.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":74,"label":"Strong"},"supply":{"track":"Design and creative production","scenario":"Design and creative","maintenance":"24d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The skill is extremely complex and may be difficult for an agent to follow without extensive context and precise tool availability.","No OpenAgentSkill engagement data yet","It relies on external tools (lark-cli, chrome:control-chrome, imagegen, gemini-watermark-remover) that must be pre-installed and configured; setup is not fully detailed in SKILL.md but referenced in setup.md.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 73/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 69/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-tiktok-gemini-video-workflow (tiktok-gemini-video-workflow)","install_command":"npx skills add binggandata/bggg-skills --skill tiktok-gemini-video-workflow","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-tiktok-gemini-video-workflow","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-tiktok-gemini-video-workflow","api":"https://www.openagentskill.com/api/agent/skills/binggandata-tiktok-gemini-video-workflow","audit":"https://www.openagentskill.com/skills/binggandata-tiktok-gemini-video-workflow/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-tiktok-gemini-video-workflow&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-tiktok-gemini-video-workflow/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-tiktok-gemini-video-workflow"}},"use_cases":[{"slug":"design-creative","title":"Design and creative","url":"https://www.openagentskill.com/use-cases/design-creative"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"video-creation","title":"Video creation","url":"https://www.openagentskill.com/use-cases/video-creation"}],"urls":{"web":"https://www.openagentskill.com/skills/binggandata-tiktok-gemini-video-workflow","api":"https://www.openagentskill.com/api/agent/skills/binggandata-tiktok-gemini-video-workflow","install_api":"https://www.openagentskill.com/api/skills/binggandata-tiktok-gemini-video-workflow/install","audit":"https://www.openagentskill.com/skills/binggandata-tiktok-gemini-video-workflow/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-tiktok-gemini-video-workflow&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/binggandata-tiktok-gemini-video-workflow?metric=audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/tiktok-gemini-video-workflow"}},"no_skill_option":{"recommended":true,"label":"Build without a third-party skill","reason":"Use a native agent workflow when the third-party permission or maintenance surface is not acceptable.","action":"Use the agent’s built-in tools for one narrow run, then reconsider a skill only if the workflow repeats."}},"selected":{"rank":1,"match_score":54,"raw_match_score":216.5,"semantic_relevance":54,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","github_stars":590,"created_at":"2026-09-05T11:11:35.735816+00:00","updated_at":"2026-08-13T03:18:36+00:00","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","github_repo":"binggandata/bggg-skills","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"recommendation_reasons":["Matches task terms: bggg, tiktok, downloader","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 54"],"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"local-desktop","title":"Local desktop"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":69,"trustScore":71,"auditScore":79},"maintenance":{"status":"fresh","label":"24d since push","daysSincePush":24,"lastPushedAt":"2026-08-13T03:18:36+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"]},"coverageTags":["Coding","Coding agents","automation","agent-skill"]},"quality":{"score":69,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"590","tone":"positive"},{"label":"Freshness","value":"24d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided."]},"trust":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"trust_v5":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","trust_score":63,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"]},"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","67/100 agent safety score"]},"decision":{"readiness_score":80,"readiness_label":"Strong shortlist","headline":"Companion skill for Browser automation","role":"Companion skill","best_for":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Browser automation task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review bggg-tiktok-downloader trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-downloader","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"bggg-tiktok-downloader\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"bggg-tiktok-downloader\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","description":"下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。","category":"automation","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-downloader"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"bggg-tiktok-downloader\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"bggg-tiktok-downloader\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-downloader"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"24d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-downloader (bggg-tiktok-downloader)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-downloader"}},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"}],"urls":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/binggandata-bggg-tiktok-downloader?metric=audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"}},"alternatives":[{"rank":2,"match_score":42,"raw_match_score":196.2,"semantic_relevance":42,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","description":"TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具","category":"data-analysis","github_stars":14800,"created_at":"2026-06-16T10:22:49.047648+00:00","updated_at":"2026-06-14T08:06:53+00:00","repository":"https://github.com/JoeanAmier/TikTokDownloader","github_repo":"JoeanAmier/TikTokDownloader","source_version":{"version":"1.0.0","commit_sha":null,"content_hash":null,"ref":null,"path":null,"sync_status":"untracked"}},"recommendation_reasons":["Matches task terms: tiktok, downloader","Strong GitHub adoption: 14,800 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42"],"supply_profile":{"track":{"slug":"data","label":"Data, BI, and analytics","shortLabel":"Data","description":"CSV, SQL, notebooks, dashboards, data pipelines, BI, ETL, and spreadsheet analysis."},"scenario":{"label":"Data analysis","description":"I need my agent to analyze CSV data, produce insights, and explain 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signals.","signals":[{"label":"GitHub stars","value":"15K","tone":"positive"},{"label":"Freshness","value":"3mo ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"GPL-3.0","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":87,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability.","recommendedAction":"Shortlist for production use, then run a normal repository and dependency review.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"15K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"GPL-3.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"external package install surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"pass","label":"GitHub adoption","detail":"15K GitHub stars"},{"status":"pass","label":"Stars/forks activity","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"3mo since push"},{"status":"pass","label":"License clarity","detail":"GPL-3.0"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"info","label":"Dependency/runtime risk","detail":"external package install surface, network or browser surface"},{"status":"pass","label":"Install availability","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"info","label":"Permission surface","detail":"filesystem or document access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is 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data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":100,"weight":0.13,"status":"pass","detail":"15K GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":97,"weight":0.08,"status":"pass","detail":"15K stars, 2.6K forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":88,"weight":0.14,"status":"pass","detail":"3mo since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"GPL-3.0"},{"id":"documentation","label":"README/SKILL.md completeness","score":66,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":72,"weight":0.12,"status":"info","detail":"external package install surface, network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add JoeanAmier/TikTokDownloader"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"id":"review_status","label":"Review 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runtime install path"},{"status":"info","label":"Permission surface","detail":"filesystem or document access, network or browser access"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/JoeanAmier/TikTokDownloader"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"pass","label":"Ownership","detail":"Listing manually verified"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["Manually verified listing","AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Large GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Documentation summary is thin","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"15K GitHub stars","repoActivity":"15K stars, 2.6K forks","lastPushed":"3mo since push","license":"GPL-3.0","repository":"https://github.com/JoeanAmier/TikTokDownloader","install":"npx skills add JoeanAmier/TikTokDownloader","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"agent_install_candidate"},"installReadiness":{"ready":true,"command":"npx skills add JoeanAmier/TikTokDownloader","policy":"agent_install_candidate","label":"Agent install candidate","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","3mo since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"low","label":"Low metadata risk","notes":["Documentation summary is thin"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"agent_install_candidate","reason":"Ask for approval or run a sandbox-only trial before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["data-analysis","csv","data","abogus","api","docker"],"suited_agents":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add JoeanAmier/TikTokDownloader","trust_score":84,"trust_version":"trust-score-v5","risk_level":"low","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["data-analysis","csv","data","abogus","api","docker"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"knownRisks":["Documentation summary is thin"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":87,"tier":"production","label":"Production candidate","summary":"Strong OpenAgentSkill Trust Score across adoption, recent maintenance, license clarity, documentation, dependency/runtime risk, install safety, permission surface, and install availability."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin"]},"safety":{"score":74,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","74/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Documentation summary is thin"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","74/100 agent safety score"]},"decision":{"readiness_score":100,"readiness_label":"Production-ready","headline":"Primary pick for Research agents","role":"Primary pick","best_for":["Research agents workflows","general agent builders","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Research agents task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add JoeanAmier/TikTokDownloader","value":"Install the \"TikTokDownloader\" agent skill from https://github.com/JoeanAmier/TikTokDownloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review TikTokDownloader trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add joeanamier-tiktokdownloader","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"TikTokDownloader\" agent skill from https://github.com/JoeanAmier/TikTokDownloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"TikTokDownloader\" as a Claude Code skill from https://github.com/JoeanAmier/TikTokDownloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"TikTokDownloader\" from https://github.com/JoeanAmier/TikTokDownloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","description":"TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具","category":"data-analysis","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","repository":"https://github.com/JoeanAmier/TikTokDownloader","github_repo":"JoeanAmier/TikTokDownloader"},"suited_tasks":["Research agents workflows","general agent builders","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Move data between tools","Transform files"],"suited_agents":["Python","CSV","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add JoeanAmier/TikTokDownloader","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add joeanamier-tiktokdownloader"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"TikTokDownloader\" agent skill from https://github.com/JoeanAmier/TikTokDownloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"TikTokDownloader\" as a Claude Code skill from https://github.com/JoeanAmier/TikTokDownloader. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"TikTokDownloader\" from https://github.com/JoeanAmier/TikTokDownloader into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: TikTok 发布/喜欢/合辑/直播/视频/图集/音乐；抖音发布/喜欢/收藏/收藏夹/视频/图集/实况/直播/音乐/合集/评论/账号/搜索/热榜数据采集工具/下载工具 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"joeanamier-tiktokdownloader\",\"task\":\"Install TikTokDownloader\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/joeanamier-tiktokdownloader"},"trust":{"score":87,"label":"Production candidate","version":"trust-score-v4","install_policy":"agent_install_candidate","evidence":{"stars":"15K GitHub stars","repoActivity":"15K stars, 2.6K forks","lastPushed":"3mo since push","license":"GPL-3.0","repository":"https://github.com/JoeanAmier/TikTokDownloader","install":"npx skills add JoeanAmier/TikTokDownloader","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":true,"sandbox_required":true,"reason":"Trust Score v4 allows sandbox-first agent installation after normal workspace review."},"best_for":["data-analysis","csv","data","abogus","api","docker"],"known_risks":["Documentation summary is thin"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":90,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Documentation summary is thin"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":100,"label":"Excellent"},"supply":{"track":"Data, BI, and analytics","scenario":"Data analysis","maintenance":"3mo since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Documentation summary is thin","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 87/100 Production candidate","Audit: 90/100 Safe to try","Safety: 74/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"joeanamier-tiktokdownloader (TikTokDownloader)","install_command":"npx skills add JoeanAmier/TikTokDownloader","risk_summary":"Safe to try; Reviewed; Low metadata risk","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"joeanamier-tiktokdownloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","api":"https://www.openagentskill.com/api/agent/skills/joeanamier-tiktokdownloader","audit":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=joeanamier-tiktokdownloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install","manifest":"https://www.openagentskill.com/api/registry/manifest/joeanamier-tiktokdownloader"}},"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"data-analysis","title":"Data analysis","url":"https://www.openagentskill.com/use-cases/data-analysis"}],"urls":{"web":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","api":"https://www.openagentskill.com/api/agent/skills/joeanamier-tiktokdownloader","install_api":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install","audit":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=joeanamier-tiktokdownloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/joeanamier-tiktokdownloader?metric=audit","repository":"https://github.com/JoeanAmier/TikTokDownloader"}},{"rank":3,"match_score":42,"raw_match_score":152.6,"semantic_relevance":42,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","description":"把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。","category":"design-creative","github_stars":590,"created_at":"2026-09-05T11:02:41.672015+00:00","updated_at":"2026-08-13T03:18:36+00:00","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo","github_repo":"binggandata/bggg-skills","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"d226fddd0c5d233cbd3d4f55a7b4ca993bbb6fc1cd9c00f5d6118d7772788778","ref":"main","path":"bggg-tiktok-readvideo/SKILL.md","sync_status":"current"}},"recommendation_reasons":["Matches task terms: bggg, tiktok","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42"],"supply_profile":{"track":{"slug":"design","label":"Design and creative production","shortLabel":"Design","description":"Design assets, images, video, audio, multimodal media, presentation, and creative production skills."},"scenario":{"label":"Design and creative","description":"I need my agent to produce design assets, UI directions, presentations, or creative media workflows.","useCases":[{"slug":"design-creative","title":"Design and creative"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"video-creation","title":"Video creation"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":75,"trustScore":80,"auditScore":84},"maintenance":{"status":"fresh","label":"24d since push","daysSincePush":24,"lastPushedAt":"2026-08-13T03:18:36+00:00"},"risk":{"level":"safe_to_try","label":"Safe to try","requiresReview":true,"notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"coverageTags":["Design","Design and creative","design-creative","agent-skill"]},"quality":{"score":75,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"590","tone":"positive"},{"label":"Freshness","value":"24d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v4","score":80,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout.","recommendedAction":"Test in a sandbox workflow and compare its install path with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["design-creative","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"trust_v5":{"version":"trust-score-v5","score":72,"base_score":80,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["72/100 Trust Score v5","80/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["design-creative","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","trust_score":72,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["design-creative","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":80,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":72,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","summary":"Good audit and safety signals with no high-risk permission hints in public metadata.","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","auto_install_policy":"review","reasons":["Safe-to-try audit","72/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["Quality score needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","reasons":["Safe-to-try audit","72/100 agent safety score"]},"decision":{"readiness_score":86,"readiness_label":"Production-ready","headline":"Primary pick for Design and creative","role":"Primary pick","best_for":["Design and creative workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Design and creative task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","value":"Install the \"bggg-tiktok-readvideo\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review bggg-tiktok-readvideo trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-readvideo","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-readvideo\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"bggg-tiktok-readvideo\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"bggg-tiktok-readvideo\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","description":"把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。","category":"design-creative","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Design and creative workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect visual requirements","Generate reusable assets","Package output for review","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-readvideo"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"bggg-tiktok-readvideo\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"bggg-tiktok-readvideo\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"bggg-tiktok-readvideo\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 把 TikTok、Reels、YouTube Shorts、UGC 广告、本地 MP4/MOV/WebM 等视频拆成 Codex 可读的视频上下文。 当用户要求 Codex 看懂视频、读视频、分析视频、总结视频、找 hook、找爆点、提取字幕、 语音转文字、ASR、批量转写 TikTok 视频或音频、 生成视频 timeline、抽关键帧、做 contact sheet、分析口播/画面/节奏、制定 TikTok 9:16 剪辑方案、 或把原始视频素材变成 edit_plan.json 并用 FFmpeg 渲染短视频时，应该使用此 skill。 本 skill 独立内置 ffprobe/ffmpeg/whisper.cpp/tesseract 可选流程，不依赖其他 BGGG skills。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-readvideo\",\"task\":\"Install bggg-tiktok-readvideo\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-readvideo/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-readvideo"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["design-creative","agent-skill"],"known_risks":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":84,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Design and creative production","scenario":"Design and creative","maintenance":"24d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Review the audit page, then allow agent install in a sandboxed workflow.","install_policy":"review","minimum_review_before_use":["Trust: 80/100 Strong shortlist","Audit: 84/100 Safe to try","Safety: 72/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-readvideo (bggg-tiktok-readvideo)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","risk_summary":"Safe to try; Reviewed; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-bggg-tiktok-readvideo","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-readvideo","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-readvideo&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-readvideo/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-readvideo"}},"use_cases":[{"slug":"design-creative","title":"Design and creative","url":"https://www.openagentskill.com/use-cases/design-creative"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"video-creation","title":"Video creation","url":"https://www.openagentskill.com/use-cases/video-creation"}],"urls":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-readvideo","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-readvideo/install","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-readvideo&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/binggandata-bggg-tiktok-readvideo?metric=audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-readvideo"}},{"rank":4,"match_score":42,"raw_match_score":152.5,"semantic_relevance":42,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","description":"使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。","category":"research","github_stars":590,"created_at":"2026-09-05T11:12:00.889877+00:00","updated_at":"2026-08-13T03:18:36+00:00","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search","github_repo":"binggandata/bggg-skills","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"33c15b01e533c4714fb84cc163bbc8932be8bf04d88f0b17f3b9863886ddca21","ref":"main","path":"bggg-tiktok-search/SKILL.md","sync_status":"current"}},"recommendation_reasons":["Matches task terms: bggg, tiktok","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42"],"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"research-agents","title":"Research agents"},{"slug":"rag-knowledge","title":"RAG and knowledge"},{"slug":"workflow-automation","title":"Workflow automation"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":75,"trustScore":78,"auditScore":83},"maintenance":{"status":"fresh","label":"24d since 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with close alternatives.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":72,"weight":0.07,"status":"info","detail":"filesystem or document access, network or browser access"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current 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Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["70/100 Trust Score v5","78/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":82,"weight":0.12,"status":"pass","detail":"network or browser surface"},{"id":"installability","label":"Install 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installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["research","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill 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repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":78,"tier":"strong","label":"Strong shortlist","summary":"Good trust signals with a few areas worth checking before rollout."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Quality score needs review","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"safe_to_try","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"}],"policy_warnings":["Quality score needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["Quality score needs review","67/100 agent safety score"]},"decision":{"readiness_score":86,"readiness_label":"Production-ready","headline":"Primary pick for Research agents","role":"Primary pick","best_for":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Research agents task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","value":"Install the \"bggg-tiktok-search\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review bggg-tiktok-search trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-search","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-search\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"bggg-tiktok-search\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"bggg-tiktok-search\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","description":"使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。","category":"research","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Research agents workflows","Claude Code teams","teams that value GitHub adoption signals","Search sources","Extract claims","Synthesize findings","Chunk documents","Create embeddings"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-search"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"bggg-tiktok-search\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"bggg-tiktok-search\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"bggg-tiktok-search\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 使用本地真实 Chrome 登录态做 TikTok 调研，支持 WebBridge、Chrome/CDP、Apple Events 或人工辅助路径。 当用户要求在 TikTok 上搜索关键词、搜索博主、采样视频、打开博主主页、 采集最近作品、提取视频链接/标题/作者/互动指标、截图留证、 输出 CSV/Markdown/JSON 调研包，或做 TikTok 博主/内容/选题/带货方向研究时， 使用此 skill。它不依赖第三方 TikTok API，核心原则是只做可见页面读取、滚动、截图和结构化整理。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-search\",\"task\":\"Install bggg-tiktok-search\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-search/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-search"},"trust":{"score":78,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access, network or browser access","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":83,"risk_level":"safe_to_try","risk_label":"Safe to try","warnings":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"24d since push","risk":"Safe to try"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 78/100 Strong shortlist","Audit: 83/100 Safe to try","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-search (bggg-tiktok-search)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","risk_summary":"Safe to try; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-bggg-tiktok-search","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-search","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-search&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-search/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-search"}},"use_cases":[{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"}],"urls":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-search","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-search/install","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-search&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/binggandata-bggg-tiktok-search?metric=audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-search"}},{"rank":5,"match_score":42,"raw_match_score":152.5,"semantic_relevance":42,"registry_source":{"kind":"live_registry","live":true,"auto_install_eligible":true,"warning":null},"skill":{"slug":"binggandata-bggg-tiktok-capcut","name":"bggg-tiktok-capcut","description":"通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。","category":"automation","github_stars":590,"created_at":"2026-09-05T11:03:06.432003+00:00","updated_at":"2026-08-13T03:18:36+00:00","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut","github_repo":"binggandata/bggg-skills","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"8f77f42045605601391ef31600bbe27adcd56ed590213cf9e156445fe7d8cfdd","ref":"main","path":"bggg-tiktok-capcut/SKILL.md","sync_status":"current"}},"recommendation_reasons":["Matches task terms: bggg, tiktok","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 42"],"supply_profile":{"track":{"slug":"coding","label":"Coding and developer agents","shortLabel":"Coding","description":"Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills."},"scenario":{"label":"Coding agents","description":"I need a coding agent that can understand a repository, edit code, and review pull requests.","useCases":[{"slug":"browser-automation","title":"Browser automation"},{"slug":"workflow-automation","title":"Workflow automation"},{"slug":"local-desktop","title":"Local desktop"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":590,"starsLabel":"590","forks":92,"license":"MIT","qualityScore":68,"trustScore":71,"auditScore":79},"maintenance":{"status":"fresh","label":"24d since push","daysSincePush":24,"lastPushedAt":"2026-08-13T03:18:36+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin"]},"coverageTags":["Coding","Coding agents","automation","agent-skill"]},"quality":{"score":68,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"590","tone":"positive"},{"label":"Freshness","value":"24d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install."]},"trust":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern"],"warnings":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push"]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"trust_v5":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"weight":0.13,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"weight":0.08,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"weight":0.14,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"weight":0.12,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"weight":0.07,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut"},{"id":"review_status","label":"Review status","score":66,"weight":0.05,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"590 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"24d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"warn","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"pass","label":"Dependency/runtime risk","detail":"no major dependency risk hints in public metadata"},{"status":"pass","label":"Install availability","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"pass","label":"Permission surface","detail":"no high-risk permission surface in public metadata"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut"},{"status":"info","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Meaningful GitHub adoption signal","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","24d since push","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["automation","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","trust_score":63,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["automation","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"],"knownRisks":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"audit_score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin"]},"safety":{"score":67,"level":"review_before_install","label":"Review before install","safety_tier":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","summary":"Usable candidate, but the agent should surface permission and audit notes before installation.","recommended_action":"Require human approval before installing into a real workspace.","auto_install_policy":"review","reasons":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","67/100 agent safety score"]},"auto_install_allowed":false,"human_review_required":true,"blocked":false,"audit_risk":"needs_review","permission_hints":[{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"}],"policy_warnings":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install."],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","badge":"REVIEWED","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace.","reasons":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","67/100 agent safety score"]},"decision":{"readiness_score":79,"readiness_label":"Strong shortlist","headline":"Companion skill for Browser automation","role":"Companion skill","best_for":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals"],"risks":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","No OpenAgentSkill engagement data yet"],"next_steps":["Install it in a sandbox agent and run one Browser automation task end to end.","Compare output quality, latency, and failure behavior against at least one alternative.","Promote it into production only after reviewing repository permissions, license, and maintenance signals."]},"install_plan":{"target":"codex","label":"Codex install prompt","command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","value":"Install the \"bggg-tiktok-capcut\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","kind":"agent-prompt","steps":["Review bggg-tiktok-capcut trust and audit signals before installing.","Send the install prompt to the target agent.","Install in a sandbox or low-risk workspace first.","Pin the repository source and re-check the audit before production use."],"targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-capcut","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-capcut\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"bggg-tiktok-capcut\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"bggg-tiktok-capcut\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}]},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"binggandata-bggg-tiktok-capcut","name":"bggg-tiktok-capcut","description":"通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。","category":"automation","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut","github_repo":"binggandata/bggg-skills"},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add binggandata-bggg-tiktok-capcut"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"bggg-tiktok-capcut\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"bggg-tiktok-capcut\" as a Claude Code skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"bggg-tiktok-capcut\" from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 通用 CapCut 草稿生成与 AI 视频检查 skill。用于把本地 AI 视频套用现有 CapCut 草稿模板， 生成可在 CapCut 首页显示并可编辑的新草稿；也用于提取模板样式、验证草稿结构、抽帧检查 AI 痕迹、规划修复窗口和做本地 RIFE 补帧。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-capcut\",\"task\":\"Install bggg-tiktok-capcut\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-capcut/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-capcut"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"590 GitHub stars","repoActivity":"590 stars, 92 forks","lastPushed":"24d since push","license":"MIT","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut","install":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","installSafety":"standard package or runtime install path","permissionSurface":"no high-risk permission surface in public metadata","documentation":"Thin public metadata","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["automation","agent-skill"],"known_risks":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":79,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Require human approval before installing into a real workspace."},"quality":{"score":68,"label":"Promising"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"24d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","No OpenAgentSkill engagement data yet","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin"],"agent_contract":{"task_input":"Use bggg-tiktok-downloader","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"binggandata-bggg-tiktok-capcut (bggg-tiktok-capcut)","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","risk_summary":"Needs review; Reviewed with permission notes; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"binggandata-bggg-tiktok-capcut","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-capcut","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-capcut&task=Use%20bggg-tiktok-downloader&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-capcut/install","manifest":"https://www.openagentskill.com/api/registry/manifest/binggandata-bggg-tiktok-capcut"}},"use_cases":[{"slug":"browser-automation","title":"Browser automation","url":"https://www.openagentskill.com/use-cases/browser-automation"},{"slug":"workflow-automation","title":"Workflow automation","url":"https://www.openagentskill.com/use-cases/workflow-automation"},{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"}],"urls":{"web":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","api":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-capcut","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-capcut/install","audit":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-capcut&task=Use%20bggg-tiktok-downloader&max_risk=medium","badge":"https://www.openagentskill.com/api/badge/binggandata-bggg-tiktok-capcut?metric=audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-capcut"}}],"blocked_candidates":[],"agent_workflow":{"mode":"resolve_review_install","recommended_action":"Require human approval before installing into a real workspace.","selected_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},"install":{"target":"codex","label":"Codex install prompt","kind":"agent-prompt","command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install"},"copy_paste_prompt":"Task: Use bggg-tiktok-downloader\nUse bggg-tiktok-downloader from https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader.\nReview the audit first: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit\nReview the eval first: https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install\nInstall command: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader\nIf audit or policy warnings look unsafe for this workspace, use one of the alternatives instead.","api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch pre-install eval","method":"GET","url":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium"},{"step":3,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader"},{"step":4,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install"},{"step":5,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit"},{"step":6,"label":"Report outcome","method":"POST","url":"https://www.openagentskill.com/api/agent/outcome","body":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}}}],"review_checklist":["Safety tier: Reviewed with permission notes","Safety score: 67/100 Review before install","Audit score: 79/100 Needs review","Trust score: 63/100 Sandbox only","Readiness: 80/100 Strong shortlist","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic."],"fallback_strategy":[{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","reason":"Matches task terms: tiktok, downloader","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","install_api":"https://www.openagentskill.com/api/skills/joeanamier-tiktokdownloader/install"},{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","reason":"Matches task terms: bggg, tiktok","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-readvideo/install"},{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","reason":"Matches task terms: bggg, tiktok","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-search/install"}],"expected_agent_output":{"selected_skill":"slug and name","install_command":"command or agent prompt used","risk_summary":"audit, trust, and policy notes","next_step":"what the agent will do after install","outcome_event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4"}},"agent_handoff":{"version":"openagentskill-agent-handoff-v1","mode":"resolve_compare_review_install","task":"Use bggg-tiktok-downloader","agent":"codex","selected_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api_url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","eval_url":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},"install_plan":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","target":"codex","label":"Codex install prompt","kind":"agent-prompt","value":"Install the \"bggg-tiktok-downloader\" agent skill from https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 下载 TikTok 视频到本地。当用户给出 TikTok 单个视频链接、分享链接、视频链接文本、 TikTok 博主主页链接、@handle，并要求下载、保存、抓取、批量下载、下载博主作品、 下载指定数量或下载全部作品时，使用此 skill。优先用 yt-dlp，单视频下载失败时用 tikwm 兜底； 可选引用本地 TikTokDownloader 作为链接类型识别辅助。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"binggandata-bggg-tiktok-downloader\",\"task\":\"Install bggg-tiktok-downloader\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","install_api":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install","auto_install_allowed":false,"human_review_required":true,"policy":"review"},"api_sequence":[{"step":1,"label":"Resolve task","method":"GET","url":"https://www.openagentskill.com/api/agent/resolve?task=Use%20bggg-tiktok-downloader&agent=codex&max_risk=medium"},{"step":2,"label":"Fetch pre-install eval","method":"GET","url":"https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium"},{"step":3,"label":"Fetch selected skill profile","method":"GET","url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader"},{"step":4,"label":"Fetch install handoff","method":"GET","url":"https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install"},{"step":5,"label":"Review audit","method":"GET","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit"},{"step":6,"label":"Report outcome","method":"POST","url":"https://www.openagentskill.com/api/agent/outcome","body":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}}}],"platform_templates":[{"id":"codex","name":"Codex","surface":"Coding agent / local workspace","copy_prompt":"Task: Use bggg-tiktok-downloader\nSelected skill: bggg-tiktok-downloader (binggandata-bggg-tiktok-downloader)\nSkill URL: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader\nAudit URL: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install\nInstall command: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- TikTokDownloader (joeanamier-tiktokdownloader): https://www.openagentskill.com/skills/joeanamier-tiktokdownloader\n- bggg-tiktok-readvideo (binggandata-bggg-tiktok-readvideo): https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo\n- bggg-tiktok-search (binggandata-bggg-tiktok-search): https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search\n\nExpected Codex output:\n- selected_skill\n- install_command\n- risk_summary\n- outcome_event_id\n- alternatives\n- files_or_commands_to_touch\n- next_action"},{"id":"claude-code","name":"Claude Code","surface":"Claude Code skill workflow","copy_prompt":"Task: Use bggg-tiktok-downloader\nSelected skill: bggg-tiktok-downloader (binggandata-bggg-tiktok-downloader)\nSkill URL: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader\nAudit URL: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install\nInstall command: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- TikTokDownloader (joeanamier-tiktokdownloader): https://www.openagentskill.com/skills/joeanamier-tiktokdownloader\n- bggg-tiktok-readvideo (binggandata-bggg-tiktok-readvideo): https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo\n- bggg-tiktok-search (binggandata-bggg-tiktok-search): https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search\n\nExpected Claude Code output:\n- selected_skill\n- skill_files_or_instructions\n- install_prompt\n- risk_summary\n- outcome_event_id\n- activation_steps\n- fallback_skill"},{"id":"cursor","name":"Cursor","surface":"Cursor rules / agent instructions","copy_prompt":"Task: Use bggg-tiktok-downloader\nSelected skill: bggg-tiktok-downloader (binggandata-bggg-tiktok-downloader)\nSkill URL: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader\nAudit URL: https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit\nEval URL: https://www.openagentskill.com/api/agent/evals?slug=binggandata-bggg-tiktok-downloader&task=Use%20bggg-tiktok-downloader&max_risk=medium\nInstall handoff: https://www.openagentskill.com/api/skills/binggandata-bggg-tiktok-downloader/install\nInstall command: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader\nInstall policy: Human review is required before install.\nOutcome feedback: use install_receipt.outcome_feedback.event_id or feedback.event_id from the Resolve API and report the result to /api/agent/outcome after one narrow run. Include outcome, install_used, task_success, output_quality, workspace, error_type, and human_review_required when known.\n\nBefore installing:\n1. Read the audit and eval result.\n2. Report risk notes and files or commands that will be touched.\n3. Install only in a sandbox or low-risk workspace first.\n4. If risk is unacceptable, use an alternative.\n\nAlternatives:\n- TikTokDownloader (joeanamier-tiktokdownloader): https://www.openagentskill.com/skills/joeanamier-tiktokdownloader\n- bggg-tiktok-readvideo (binggandata-bggg-tiktok-readvideo): https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo\n- bggg-tiktok-search (binggandata-bggg-tiktok-search): https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search\n\nExpected Cursor output:\n- selected_skill\n- cursor_rule_or_prompt\n- install_command\n- risk_summary\n- outcome_event_id\n- when_to_use\n- when_not_to_use"}],"review_checklist":["Safety tier: Reviewed with permission notes","Safety score: 67/100 Review before install","Audit score: 79/100 Needs review","Trust score: 63/100 Sandbox only","Readiness: 80/100 Strong shortlist","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic."],"expected_output":{"selected_skill":"slug and name","install_command":"command or agent prompt used","risk_summary":"audit, trust, and policy notes","next_step":"what the agent will do after install","outcome_event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4"},"feedback":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","outcome_api":"https://www.openagentskill.com/api/agent/outcome","cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"]},"blocked_actions":["Do not install when safety_gate.blocked is true.","Do not install when the audit or eval reports unacceptable workspace risk.","Do not execute shell commands, access secrets, or call external services without user approval.","Do not keep the skill as an always-on instruction if it only fits a narrow task."]},"policy_decision":{"status":"human_review_required","summary":"Require human approval before installing into a real workspace."},"agent_decision":{"input_task":"Use bggg-tiktok-downloader","recommended_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","safety_tier":"Reviewed with permission notes","auto_install_policy":"review"},"alternative_skills":[{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","install_command":"npx skills add JoeanAmier/TikTokDownloader","why_consider":"Matches task terms: tiktok, downloader","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"74/100 Review before install","trust":"87/100 Production candidate","notes":["Documentation summary is thin"]}},{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"72/100 Review before install","trust":"80/100 Strong shortlist","notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"78/100 Strong shortlist","notes":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}}],"install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","install_target":"Codex install prompt","why_recommended":["Matches task terms: bggg, tiktok, downloader","Useful GitHub adoption: 590 stars","Install handoff is available","Repository freshness signal is available","Registry match score 54","Companion skill for Browser automation"],"risk_summary":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"71/100 Manual review","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"]},"safety_gate":{"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","action":"Require human approval before installing into a real workspace."},"feedback":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","outcome_api":"https://www.openagentskill.com/api/agent/outcome","cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success","contract":{"version":"openagentskill-agent-feedback-loop-v3","status":"active","purpose":"Report the result of one resolved skill run so Trust Score v5 and future Resolve rankings learn from real use.","event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","selected_skill_slug":"binggandata-bggg-tiktok-downloader","selected_skill_name":"bggg-tiktok-downloader","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","idempotency":"Retrying the same event_id updates the previous outcome.","dry_run":{"supported":true,"instruction":"Set dry_run=true to validate a payload before wiring a new agent integration."},"expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"error_types":["install_failed","runtime_error","not_relevant","permission_blocked","risk_blocked","setup_required","low_quality_output","missing_dependency","timeout","other"],"workspaces":["sandbox","local","ci","production","unknown"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url"],"payload_template":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success","ranking_inputs_updated":["Trust Score v5 outcome confidence","Resolve ranking outcome evidence","Skill detail outcome signal block","Outcome leaderboard"]}},"agent_next_steps":["Read the audit URL before installing.","Ask for human approval before installing.","Use install command: npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","After one narrow task, report the outcome with: npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success","Summarize output, warnings, files touched, and whether setup or human review was required."]},"decision_packet":{"version":"openagentskill-agent-decision-packet-v1","task":"Use bggg-tiktok-downloader","agent":"codex","selected_skill":{"slug":"binggandata-bggg-tiktok-downloader","name":"bggg-tiktok-downloader","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader","api_url":"https://www.openagentskill.com/api/agent/skills/binggandata-bggg-tiktok-downloader","audit_url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-downloader/audit","repository":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"suited_tasks":["Browser automation workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate pages","Click and type safely","Check visual and DOM state","Move data between tools","Transform files"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader","target":"codex","label":"Codex install prompt","policy":"review","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true},"trust":{"score":63,"label":"Sandbox only","version":"trust-score-v5","base_score":71,"outcome_confidence":0,"decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":76,"status":"info","detail":"590 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":71,"status":"info","detail":"590 stars, 92 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"status":"pass","detail":"24d since push"},{"id":"license","label":"License clarity","score":86,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":52,"status":"warn","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":90,"status":"pass","detail":"no major dependency risk hints in public metadata"},{"id":"installability","label":"Install availability","score":92,"status":"pass","detail":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-downloader"},{"id":"install_safety","label":"Install command safety","score":92,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":100,"status":"pass","detail":"no high-risk permission surface in public metadata"},{"id":"repository","label":"Repository evidence","score":86,"status":"pass","detail":"https://github.com/binggandata/bggg-skills/tree/main/bggg-tiktok-downloader"},{"id":"review_status","label":"Review status","score":66,"status":"info","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"status":"info","detail":"No agent outcome data yet"}]},"risk":{"level":"Needs review","audit_label":"Needs review","safety":"67/100 Review before install","trust":"71/100 Manual review","safety_tier":"Reviewed with permission notes","notes":["SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","SKILL.md is primarily in Chinese, which may reduce accessibility for non-Chinese users, though an English README is provided.","No OpenAgentSkill engagement data yet","The script relies on external services (yt-dlp, tikwm) and optional TikTokDownloader, but installation and dependency management are only documented in README, not in SKILL.md.","Error handling for network failures, rate limiting, or invalid URLs is not explicitly described in SKILL.md, though implementation notes mention some fallback logic.","Quality score needs review","Documentation summary is thin"],"minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 79/100 Needs review","Safety: 67/100 Review before install","Review repository, license, install command, and permission surface before production use."]},"alternatives":[{"slug":"joeanamier-tiktokdownloader","name":"TikTokDownloader","url":"https://www.openagentskill.com/skills/joeanamier-tiktokdownloader","install_command":"npx skills add JoeanAmier/TikTokDownloader","trust_score":87,"audit_score":90,"safety_score":74,"why_consider":"Matches task terms: tiktok, downloader","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"74/100 Review before install","trust":"87/100 Production candidate","notes":["Documentation summary is thin"]}},{"slug":"binggandata-bggg-tiktok-readvideo","name":"bggg-tiktok-readvideo","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-readvideo","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-readvideo","trust_score":80,"audit_score":84,"safety_score":72,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed","safety":"72/100 Review before install","trust":"80/100 Strong shortlist","notes":["Quality score needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-search","name":"bggg-tiktok-search","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-search","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-search","trust_score":78,"audit_score":83,"safety_score":67,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Safe to try","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"78/100 Strong shortlist","notes":["Quality score needs review","Documentation summary is thin","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context"]}},{"slug":"binggandata-bggg-tiktok-capcut","name":"bggg-tiktok-capcut","url":"https://www.openagentskill.com/skills/binggandata-bggg-tiktok-capcut","install_command":"npx skills add binggandata/bggg-skills --skill bggg-tiktok-capcut","trust_score":71,"audit_score":79,"safety_score":67,"why_consider":"Matches task terms: bggg, tiktok","risk":{"level":"Needs review","safety_tier":"Reviewed with permission notes","safety":"67/100 Review before install","trust":"71/100 Manual review","notes":["Dependencies (Node.js, ffmpeg, RIFE ncnn Vulkan) are not explicitly listed in SKILL.md; users may not know what to install.","The skill assumes a specific CapCut draft directory structure and may not work on all platforms without adjustment.","The --force flag can overwrite existing drafts without a backup; a safety confirmation or backup mechanism would be prudent.","Quality score needs review","Documentation summary is thin"]}}],"outcome_feedback":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4","skill_slug":"binggandata-bggg-tiktok-downloader","task":"Use bggg-tiktok-downloader","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Solved the task in a sandbox workflow.","source_version":{"version":"1.0.0","commit_sha":"1034ee5805f3fd5b010a4f57affa4aa796ab75d5","content_hash":"099567fda7c3a26efa50063b05d6cb34481b8e4fc4cc3187e4e2c13d3eebd5d9","ref":"main","path":"bggg-tiktok-downloader/SKILL.md","sync_status":"current"}},"cli_example":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz outcome \"resolve_e2ecbc3d-d714-494c-8b57-134b9106b5c4\" --skill \"binggandata-bggg-tiktok-downloader\" --task \"Use bggg-tiktok-downloader\" --agent \"codex\" --outcome success"},"next_agent_action":"Ask for human approval or choose a safer alternative before installing.","stable_fields":["decision_packet.selected_skill","decision_packet.install","decision_packet.risk.do_not_use_when","decision_packet.alternatives","decision_packet.outcome_feedback","decision_packet.trust.decision"]},"benchmark":{"endpoint":"https://www.openagentskill.com/api/agent/evals","note":"Use the evals endpoint to regression-test recommendation quality before changing ranking logic."},"meta":{"endpoint":"/api/agent/resolve","api_version":"2.0","generated_at":"2026-09-06T22:45:14.598Z","total_skills_searched":910,"total_candidates":15,"candidate_pool":{"sort":"quality","size":910,"note":"Resolver searches the highest-quality candidate pool for low-latency agent use. Browse /skills for the full public index."},"contract":{"best_skill":"recommendation.best_skill","install":"recommendation.install","why":"recommendation.why_recommended","risk":"recommendation.risk","alternatives":"recommendation.alternatives","agent_handoff":"agent_handoff.platform_templates + agent_handoff.review_checklist","decision_packet":"decision_packet","install_receipt":"install_receipt","recommendation_lanes":"recommendation_lanes"}}}