{"eval":{"version":"openagentskill-skill-eval-v1","slug":"liangdabiao-tikhub-api-skill","name":"Tikhub_api_skill","generated_at":"2026-08-03T12:53:30.594Z","task_input":"Evaluate Tikhub_api_skill before installing it in an AI agent workflow","status":"failed","score":75,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Permission surface: secrets or environment access, shell or command execution","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add liangdabiao/tikhub_api_skill","ready":true,"policy":"review","safety_label":"Avoid automatic install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add liangdabiao/tikhub_api_skill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Tikhub_api_skill\" agent skill from https://github.com/liangdabiao/tikhub_api_skill. 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: A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Tikhub_api_skill\" as a Claude Code skill from https://github.com/liangdabiao/tikhub_api_skill. 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: A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Tikhub_api_skill\" from https://github.com/liangdabiao/tikhub_api_skill 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: A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs."}]},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"111 GitHub stars","repoActivity":"111 stars, 16 forks","lastPushed":"25d since push","license":"Unknown","repository":"https://github.com/liangdabiao/tikhub_api_skill","install":"npx skills add liangdabiao/tikhub_api_skill","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":83,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 111 stars, 16 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"score":43,"tier":"experimental","label":"Experimental","auto_install_policy":"review","blocked":false,"permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"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"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate Tikhub_api_skill before installing it in an AI agent workflow","data","GitHub automation workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add liangdabiao/tikhub_api_skill"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add liangdabiao/tikhub_api_skill"]},{"id":"trust_score","label":"Trust score","status":"warn","score":76,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","111 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":83,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":43,"required_for_auto_install":true,"detail":"Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","evidence":["Test manually in an isolated workspace and compare against safer alternatives.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":100,"required_for_auto_install":false,"detail":"Metadata includes enough usage and workflow context","evidence":["Strong README/SKILL.md context"]},{"id":"license_clarity","label":"License clarity","status":"warn","score":42,"required_for_auto_install":true,"detail":"Unknown","evidence":["Unknown"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"25d since push","evidence":["25d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":22,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Network access: medium","Filesystem access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"pass","score":82,"required_for_auto_install":false,"detail":"Alternative skills are available for comparison.","evidence":["shubhamsaboo-awesome-llm-apps","datawhalechina-hello-agents","pathwaycom-llm-app","flowiseai-flowise"]}],"blockers":["Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Sparse or mixed signals. Useful for discovery, but not for autonomous installation.","License clarity: Unknown","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 111 stars, 16 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, shell or command execution"],"alternatives":[{"slug":"shubhamsaboo-awesome-llm-apps","name":"Awesome Llm Apps","url":"https://www.openagentskill.com/skills/shubhamsaboo-awesome-llm-apps","stars":114473,"install_command":"npx skills add Shubhamsaboo/awesome-llm-apps","trust_score":91,"audit_score":93},{"slug":"datawhalechina-hello-agents","name":"Hello Agents","url":"https://www.openagentskill.com/skills/datawhalechina-hello-agents","stars":59476,"install_command":"npx skills add datawhalechina/hello-agents","trust_score":85,"audit_score":90},{"slug":"pathwaycom-llm-app","name":"Llm App","url":"https://www.openagentskill.com/skills/pathwaycom-llm-app","stars":59299,"install_command":"npx skills add pathwaycom/llm-app","trust_score":92,"audit_score":93},{"slug":"flowiseai-flowise","name":"Flowise","url":"https://www.openagentskill.com/skills/flowiseai-flowise","stars":53579,"install_command":"npx skills add FlowiseAI/Flowise","trust_score":87,"audit_score":90}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"liangdabiao-tikhub-api-skill","name":"Tikhub_api_skill","description":"A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs.","category":"data","url":"https://www.openagentskill.com/skills/liangdabiao-tikhub-api-skill","repository":"https://github.com/liangdabiao/tikhub_api_skill","github_repo":"liangdabiao/tikhub_api_skill"},"suited_tasks":["GitHub automation workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect repository metadata","Compare code changes","Write concise engineering summaries","Inspect source files","Explain architecture"],"suited_agents":["Python","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add liangdabiao/tikhub_api_skill","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add liangdabiao/tikhub_api_skill"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Tikhub_api_skill\" agent skill from https://github.com/liangdabiao/tikhub_api_skill. 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: A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"Tikhub_api_skill\" as a Claude Code skill from https://github.com/liangdabiao/tikhub_api_skill. 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: A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"Tikhub_api_skill\" from https://github.com/liangdabiao/tikhub_api_skill 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: A Claude Code Agent skill for searching and calling TikHub's multi-platform social media data APIs."}],"handoff_url":"https://www.openagentskill.com/api/skills/liangdabiao-tikhub-api-skill/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/liangdabiao-tikhub-api-skill"},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"111 GitHub stars","repoActivity":"111 stars, 16 forks","lastPushed":"25d since push","license":"Unknown","repository":"https://github.com/liangdabiao/tikhub_api_skill","install":"npx skills add liangdabiao/tikhub_api_skill","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","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":["data","social-media","api-client","agent-skill","data-collection","python"],"known_risks":["License is unclear","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 111 stars, 16 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"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":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 111 stars, 16 forks; issue activity unavailable in current metadata","License clarity: Unknown","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"experimental","label":"Experimental","auto_install_policy":"review","auto_install_allowed":false,"human_review_required":true,"blocked":false,"recommended_action":"Test manually in an isolated workspace and compare against safer alternatives."},"quality":{"score":88,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"GitHub automation","maintenance":"25d since push","risk":"Needs review"},"alternative_skills":[{"slug":"shubhamsaboo-awesome-llm-apps","name":"Awesome Llm Apps","url":"https://www.openagentskill.com/skills/shubhamsaboo-awesome-llm-apps","stars":114473,"install_command":"npx skills add Shubhamsaboo/awesome-llm-apps","trust_score":91,"audit_score":93},{"slug":"datawhalechina-hello-agents","name":"Hello Agents","url":"https://www.openagentskill.com/skills/datawhalechina-hello-agents","stars":59476,"install_command":"npx skills add datawhalechina/hello-agents","trust_score":85,"audit_score":90},{"slug":"pathwaycom-llm-app","name":"Llm App","url":"https://www.openagentskill.com/skills/pathwaycom-llm-app","stars":59299,"install_command":"npx skills add pathwaycom/llm-app","trust_score":92,"audit_score":93},{"slug":"flowiseai-flowise","name":"Flowise","url":"https://www.openagentskill.com/skills/flowiseai-flowise","stars":53579,"install_command":"npx skills add FlowiseAI/Flowise","trust_score":87,"audit_score":90}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","License is unclear","Dependency or permission surface needs review","Permission surface may require sandboxing","Permission surface needs review: secrets or environment access, shell or command execution"],"agent_contract":{"task_input":"Evaluate Tikhub_api_skill before installing it in an AI agent workflow","recommended_action":"Test manually in an isolated workspace and compare against safer alternatives.","install_policy":"review","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 83/100 Needs review","Safety: 43/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"liangdabiao-tikhub-api-skill (Tikhub_api_skill)","install_command":"npx skills add liangdabiao/tikhub_api_skill","risk_summary":"Needs review; Experimental; 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":"liangdabiao-tikhub-api-skill","task":"Evaluate Tikhub_api_skill before installing it in an AI agent workflow","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/liangdabiao-tikhub-api-skill","api":"https://www.openagentskill.com/api/agent/skills/liangdabiao-tikhub-api-skill","audit":"https://www.openagentskill.com/skills/liangdabiao-tikhub-api-skill/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=liangdabiao-tikhub-api-skill&task=Evaluate%20Tikhub_api_skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Tikhub_api_skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20Tikhub_api_skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/liangdabiao-tikhub-api-skill/install","manifest":"https://www.openagentskill.com/api/registry/manifest/liangdabiao-tikhub-api-skill"}},"endpoints":{"web":"https://www.openagentskill.com/skills/liangdabiao-tikhub-api-skill","api":"https://www.openagentskill.com/api/agent/skills/liangdabiao-tikhub-api-skill","eval":"https://www.openagentskill.com/api/agent/evals?slug=liangdabiao-tikhub-api-skill","audit":"https://www.openagentskill.com/skills/liangdabiao-tikhub-api-skill/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20Tikhub_api_skill%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium"}},"meta":{"endpoint":"/api/agent/evals","mode":"skill_eval","purpose":"Pre-install eval contract for a single skill. Agents should read this before installing a reusable skill.","generated_at":"2026-08-03T12:53:30.594Z"}}