{"eval":{"version":"openagentskill-skill-eval-v1","slug":"cnfjlhj-ai-collab-playbook","name":"AI Collab Playbook","generated_at":"2026-06-23T19:13:34.711Z","task_input":"Evaluate AI Collab Playbook before installing it in an AI agent workflow","status":"review","score":79,"risk_level":"medium","decision":{"recommendation":"manual_review","reason":"Require human approval before installing into a real workspace.","auto_install_allowed":false,"policy":"review","human_review_required":true},"task_fit":{"score":94,"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Chunk documents","Create embeddings"],"suited_agents":["Python","Productivity","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"]},"install":{"command":"npx skills add cnfjlhj/ai-collab-playbook","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add cnfjlhj/ai-collab-playbook"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"AI Collab Playbook\" agent skill from https://github.com/cnfjlhj/ai-collab-playbook. 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: Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"AI Collab Playbook\" as a Claude Code skill from https://github.com/cnfjlhj/ai-collab-playbook. 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: Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"AI Collab Playbook\" from https://github.com/cnfjlhj/ai-collab-playbook 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: Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills."}]},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"386 GitHub stars","repoActivity":"386 stars, 28 forks","lastPushed":"5d since push","license":"Unknown","repository":"https://github.com/cnfjlhj/ai-collab-playbook","install":"npx skills add cnfjlhj/ai-collab-playbook","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 is unclear","Quality score needs review","Stars/forks activity: 386 stars, 28 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"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 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 AI Collab Playbook before installing it in an AI agent workflow","productivity-automation","Coding agents 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 cnfjlhj/ai-collab-playbook"]},{"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 cnfjlhj/ai-collab-playbook"]},{"id":"trust_score","label":"Trust score","status":"warn","score":80,"required_for_auto_install":true,"detail":"Good trust signals with a few areas worth checking before rollout.","evidence":["Strong shortlist","386 GitHub stars","Unknown"]},{"id":"audit_score","label":"Audit score","status":"warn","score":84,"required_for_auto_install":true,"detail":"Needs review","evidence":["License is unclear"]},{"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 is unclear"]},{"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":"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":"5d since push","evidence":["5d 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":["ohmyzsh-ohmyzsh","excalidraw-excalidraw","appflowy-io-appflowy","novuhq-novu"]}],"blockers":[],"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 clarity: Unknown","License is unclear","Quality score needs review","Stars/forks activity: 386 stars, 28 forks; issue activity unavailable in current metadata"],"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","License is unclear","Quality score needs review","Stars/forks activity: 386 stars, 28 forks; issue activity unavailable in current metadata","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review"],"alternatives":[{"slug":"ohmyzsh-ohmyzsh","name":"Ohmyzsh","url":"https://www.openagentskill.com/skills/ohmyzsh-ohmyzsh","stars":188057,"install_command":"npx skills add ohmyzsh/ohmyzsh","trust_score":91,"audit_score":93},{"slug":"excalidraw-excalidraw","name":"Excalidraw","url":"https://www.openagentskill.com/skills/excalidraw-excalidraw","stars":125436,"install_command":"npx skills add excalidraw/excalidraw","trust_score":93,"audit_score":95},{"slug":"appflowy-io-appflowy","name":"AppFlowy","url":"https://www.openagentskill.com/skills/appflowy-io-appflowy","stars":72692,"install_command":"npx skills add AppFlowy-IO/AppFlowy","trust_score":95,"audit_score":96},{"slug":"novuhq-novu","name":"Novu","url":"https://www.openagentskill.com/skills/novuhq-novu","stars":39136,"install_command":"npx skills add novuhq/novu","trust_score":90,"audit_score":93}],"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"cnfjlhj-ai-collab-playbook","name":"AI Collab Playbook","description":"Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills.","category":"productivity-automation","url":"https://www.openagentskill.com/skills/cnfjlhj-ai-collab-playbook","repository":"https://github.com/cnfjlhj/ai-collab-playbook","github_repo":"cnfjlhj/ai-collab-playbook"},"suited_tasks":["Coding agents workflows","Claude Code teams","builders willing to evaluate younger projects","Inspect source files","Explain architecture","Patch bugs and verify changes","Chunk documents","Create embeddings"],"suited_agents":["Python","Productivity","Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add cnfjlhj/ai-collab-playbook","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add cnfjlhj/ai-collab-playbook"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"AI Collab Playbook\" agent skill from https://github.com/cnfjlhj/ai-collab-playbook. 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: Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"AI Collab Playbook\" as a Claude Code skill from https://github.com/cnfjlhj/ai-collab-playbook. 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: Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"AI Collab Playbook\" from https://github.com/cnfjlhj/ai-collab-playbook 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: Practical AI collaboration playbook for research, writing, reading, and coding: article, prompts, agent rules, and reusable skills."}],"handoff_url":"https://www.openagentskill.com/api/skills/cnfjlhj-ai-collab-playbook/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/cnfjlhj-ai-collab-playbook"},"trust":{"score":80,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"386 GitHub stars","repoActivity":"386 stars, 28 forks","lastPushed":"5d since push","license":"Unknown","repository":"https://github.com/cnfjlhj/ai-collab-playbook","install":"npx skills add cnfjlhj/ai-collab-playbook","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,"success_rate":null,"install_attempts":0,"risk_blocked":0,"setup_required":0,"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":["productivity-automation","productivity","automation","ai","ai-collaboration","ai-workflow"],"known_risks":["License is unclear","Quality score needs review","Stars/forks activity: 386 stars, 28 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"audit":{"score":84,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Quality score needs review","Stars/forks activity: 386 stars, 28 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"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":78,"label":"Strong"},"supply":{"track":"Coding and developer agents","scenario":"Coding agents","maintenance":"5d since push","risk":"Needs review"},"alternative_skills":[{"slug":"ohmyzsh-ohmyzsh","name":"Ohmyzsh","url":"https://www.openagentskill.com/skills/ohmyzsh-ohmyzsh","stars":188057,"install_command":"npx skills add ohmyzsh/ohmyzsh","trust_score":91,"audit_score":93},{"slug":"excalidraw-excalidraw","name":"Excalidraw","url":"https://www.openagentskill.com/skills/excalidraw-excalidraw","stars":125436,"install_command":"npx skills add excalidraw/excalidraw","trust_score":93,"audit_score":95},{"slug":"appflowy-io-appflowy","name":"AppFlowy","url":"https://www.openagentskill.com/skills/appflowy-io-appflowy","stars":72692,"install_command":"npx skills add AppFlowy-IO/AppFlowy","trust_score":95,"audit_score":96},{"slug":"novuhq-novu","name":"Novu","url":"https://www.openagentskill.com/skills/novuhq-novu","stars":39136,"install_command":"npx skills add novuhq/novu","trust_score":90,"audit_score":93}],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","License is unclear","Quality score needs review","Stars/forks activity: 386 stars, 28 forks; issue activity unavailable in current metadata","License clarity: Unknown","Production credentials, payments, or irreversible account changes without explicit human review"],"agent_contract":{"task_input":"Evaluate AI Collab Playbook 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: 80/100 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":"cnfjlhj-ai-collab-playbook (AI Collab Playbook)","install_command":"npx skills add cnfjlhj/ai-collab-playbook","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."}},"endpoints":{"web":"https://www.openagentskill.com/skills/cnfjlhj-ai-collab-playbook","api":"https://www.openagentskill.com/api/agent/skills/cnfjlhj-ai-collab-playbook","audit":"https://www.openagentskill.com/skills/cnfjlhj-ai-collab-playbook/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=cnfjlhj-ai-collab-playbook&task=Evaluate%20AI%20Collab%20Playbook%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20AI%20Collab%20Playbook%20before%20installing%20it%20in%20an%20AI%20agent%20workflow&agent=codex&max_risk=medium","install":"https://www.openagentskill.com/api/skills/cnfjlhj-ai-collab-playbook/install","manifest":"https://www.openagentskill.com/api/registry/manifest/cnfjlhj-ai-collab-playbook"}},"endpoints":{"web":"https://www.openagentskill.com/skills/cnfjlhj-ai-collab-playbook","api":"https://www.openagentskill.com/api/agent/skills/cnfjlhj-ai-collab-playbook","eval":"https://www.openagentskill.com/api/agent/evals?slug=cnfjlhj-ai-collab-playbook","audit":"https://www.openagentskill.com/skills/cnfjlhj-ai-collab-playbook/audit","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Evaluate%20AI%20Collab%20Playbook%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":"2026-06-23T19:13:34.711Z"}}