{"eval":{"version":"openagentskill-skill-eval-v1","slug":"pluviobyte-ra-retrospective","name":"RNSkill Content Retrospective","generated_at":"2026-07-28T18:31:33.929Z","task_input":"Evaluate RNSkill Content Retrospective before installing it in an AI agent workflow","status":"failed","score":79,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms)","auto_install_allowed":false,"policy":"block","human_review_required":true},"task_fit":{"score":84,"suited_tasks":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect source files","Explain architecture","Patch bugs and verify changes","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","skills.sh","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"RNSkill Content Retrospective\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98. 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: Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"RNSkill Content Retrospective\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98. 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: Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"RNSkill Content Retrospective\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98 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: Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings."}]},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"823 GitHub stars","repoActivity":"823 stars, 95 forks","lastPushed":"1d since push","license":"CC-BY-NC-4.0 (repository; verify skill-level terms)","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98","install":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License restricts commercial reuse","The workflow can touch private platform metrics and workspace files; review the data boundary first.","Repository content is licensed non-commercially; confirm the intended use before commercial reuse.","Quality score needs review","License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms) - confirm commercial-use terms"]},"safety_gate":{"score":68,"tier":"reviewed","label":"Reviewed with permission notes","auto_install_policy":"review","blocked":false,"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":["License restricts commercial reuse"]},"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":84,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate RNSkill Content Retrospective before installing it in an AI agent workflow","Video Creation","Coding agents workflows; Claude Code teams; teams that value GitHub adoption signals"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx -y skills add Pluviobyte/rnskill --skill ra-复盘"]},{"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 -y skills add Pluviobyte/rnskill --skill ra-复盘"]},{"id":"trust_score","label":"Trust score","status":"warn","score":75,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","823 GitHub stars","CC-BY-NC-4.0 (repository; verify skill-level terms)"]},{"id":"audit_score","label":"Audit score","status":"warn","score":84,"required_for_auto_install":true,"detail":"Needs review","evidence":["License restricts commercial reuse"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"warn","score":68,"required_for_auto_install":true,"detail":"Usable candidate, but the agent should surface permission and audit notes before installation.","evidence":["Require human approval before installing into a real workspace.","License restricts commercial reuse"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"pass","score":90,"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":"fail","score":58,"required_for_auto_install":true,"detail":"CC-BY-NC-4.0 (repository; verify skill-level terms)","evidence":["CC-BY-NC-4.0 (repository; verify skill-level terms)"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"1d since push","evidence":["1d since push"]},{"id":"permission_surface","label":"Permission surface","status":"pass","score":86,"required_for_auto_install":true,"detail":"filesystem or document access","evidence":["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":["pluviobyte-ra-video-title","pluviobyte-ra-topic","pluviobyte-ra-practical-video-planning","pluviobyte-skill-captions"]}],"blockers":["License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms)"],"warnings":["Trust score: Good trust signals with a few areas worth checking before rollout.","Audit score: Needs review","Agent safety gate: Usable candidate, but the agent should surface permission and audit notes before installation.","License restricts commercial reuse","The workflow can touch private platform metrics and workspace files; review the data boundary first.","Repository content is licensed non-commercially; confirm the intended use before commercial reuse.","Quality score needs review","License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms) - confirm commercial-use terms"],"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","production agents without a repository review","The workflow can touch private platform metrics and workspace files; review the data boundary first.","No OpenAgentSkill engagement data yet","License restricts commercial reuse","Repository content is licensed non-commercially; confirm the intended use before commercial reuse.","Quality score needs review","License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms) - confirm commercial-use terms"],"alternatives":[{"slug":"pluviobyte-ra-video-title","name":"RNSkill Video Title","url":"https://www.openagentskill.com/skills/pluviobyte-ra-video-title","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-video-title","trust_score":76,"audit_score":85},{"slug":"pluviobyte-ra-topic","name":"RNSkill Topic Router","url":"https://www.openagentskill.com/skills/pluviobyte-ra-topic","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-选题","trust_score":75,"audit_score":84},{"slug":"pluviobyte-ra-practical-video-planning","name":"RNSkill Practical Video Planning","url":"https://www.openagentskill.com/skills/pluviobyte-ra-practical-video-planning","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-实操策划","trust_score":76,"audit_score":85},{"slug":"pluviobyte-skill-captions","name":"RNSkill Production Captions","url":"https://www.openagentskill.com/skills/pluviobyte-skill-captions","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill skill-captions","trust_score":76,"audit_score":85}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"pluviobyte-ra-retrospective","name":"RNSkill Content Retrospective","description":"Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings.","category":"Video Creation","url":"https://www.openagentskill.com/skills/pluviobyte-ra-retrospective","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98","github_repo":"Pluviobyte/rnskill"},"suited_tasks":["Coding agents workflows","Claude Code teams","teams that value GitHub adoption signals","Inspect source files","Explain architecture","Patch bugs and verify changes","Inspect repository metadata","Compare code changes"],"suited_agents":["Codex","Claude Code","skills.sh","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"RNSkill Content Retrospective\" agent skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98. 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: Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"RNSkill Content Retrospective\" as a Claude Code skill from https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98. 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: Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"RNSkill Content Retrospective\" from https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98 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: Turn creator performance data into a documented retrospective, grounded hypotheses, and reusable content learnings."}],"handoff_url":"https://www.openagentskill.com/api/skills/pluviobyte-ra-retrospective/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-ra-retrospective"},"trust":{"score":75,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"823 GitHub stars","repoActivity":"823 stars, 95 forks","lastPushed":"1d since push","license":"CC-BY-NC-4.0 (repository; verify skill-level terms)","repository":"https://github.com/Pluviobyte/rnskill/tree/main/skills/ra-%E5%A4%8D%E7%9B%98","install":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","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":["Video Creation","agent-skill","content-analytics","retrospective","creator-workflow","metrics"],"known_risks":["The workflow can touch private platform metrics and workspace files; review the data boundary first.","License restricts commercial reuse","Quality score needs review","License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms) - confirm commercial-use terms"]},"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":"needs_review","risk_label":"Needs review","warnings":["License restricts commercial reuse","The workflow can touch private platform metrics and workspace files; review the data boundary first.","Repository content is licensed non-commercially; confirm the intended use before commercial reuse.","Quality score needs review","License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms) - confirm commercial-use terms"]},"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":85,"label":"Excellent"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[{"slug":"pluviobyte-ra-video-title","name":"RNSkill Video Title","url":"https://www.openagentskill.com/skills/pluviobyte-ra-video-title","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-video-title","trust_score":76,"audit_score":85},{"slug":"pluviobyte-ra-topic","name":"RNSkill Topic Router","url":"https://www.openagentskill.com/skills/pluviobyte-ra-topic","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-选题","trust_score":75,"audit_score":84},{"slug":"pluviobyte-ra-practical-video-planning","name":"RNSkill Practical Video Planning","url":"https://www.openagentskill.com/skills/pluviobyte-ra-practical-video-planning","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-实操策划","trust_score":76,"audit_score":85},{"slug":"pluviobyte-skill-captions","name":"RNSkill Production Captions","url":"https://www.openagentskill.com/skills/pluviobyte-skill-captions","stars":823,"install_command":"npx -y skills add Pluviobyte/rnskill --skill skill-captions","trust_score":76,"audit_score":85}],"do_not_use_when":["teams that need a vendor-supported SLA","production agents without a repository review","The workflow can touch private platform metrics and workspace files; review the data boundary first.","No OpenAgentSkill engagement data yet","License restricts commercial reuse","Repository content is licensed non-commercially; confirm the intended use before commercial reuse.","Quality score needs review","License clarity: CC-BY-NC-4.0 (repository; verify skill-level terms) - confirm commercial-use terms"],"agent_contract":{"task_input":"Evaluate RNSkill Content Retrospective before installing it in an AI agent workflow","recommended_action":"Require human approval before installing into a real workspace.","install_policy":"review","minimum_review_before_use":["Trust: 75/100 Strong shortlist","Audit: 84/100 Needs review","Safety: 68/100 Review before install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"pluviobyte-ra-retrospective (RNSkill Content Retrospective)","install_command":"npx -y skills add Pluviobyte/rnskill --skill ra-复盘","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":"pluviobyte-ra-retrospective","task":"Evaluate RNSkill Content Retrospective 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/pluviobyte-ra-retrospective","api":"https://www.openagentskill.com/api/agent/skills/pluviobyte-ra-retrospective","audit":"https://www.openagentskill.com/skills/pluviobyte-ra-retrospective/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=pluviobyte-ra-retrospective&task=Evaluate%20RNSkill%20Content%20Retrospective%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20RNSkill%20Content%20Retrospective%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Evaluate%20RNSkill%20Content%20Retrospective%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/pluviobyte-ra-retrospective/install","manifest":"https://www.openagentskill.com/api/registry/manifest/pluviobyte-ra-retrospective"}},"endpoints":{"web":"https://www.openagentskill.com/skills/pluviobyte-ra-retrospective","api":"https://www.openagentskill.com/api/agent/skills/pluviobyte-ra-retrospective","eval":"https://www.openagentskill.com/api/agent/evals?slug=pluviobyte-ra-retrospective","audit":"https://www.openagentskill.com/skills/pluviobyte-ra-retrospective/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20RNSkill%20Content%20Retrospective%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":"2026-07-28T18:31:33.929Z"}}