{"eval":{"version":"openagentskill-skill-eval-v1","slug":"oldratlee-software-practice-thoughts","name":"Software Practice Thoughts","generated_at":"2026-07-03T22:30:18.805Z","task_input":"Evaluate Software Practice Thoughts before installing it in an AI agent workflow","status":"review","score":72,"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","Inspect repository metadata","Compare code changes"],"suited_agents":["Jupyter Notebook","Code Review","Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"]},"install":{"command":"npx skills add oldratlee/software-practice-thoughts","ready":true,"policy":"review","safety_label":"Review before install","targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx skills add oldratlee/software-practice-thoughts"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"Software Practice Thoughts\" agent skill from https://github.com/oldratlee/software-practice-thoughts. 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Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 📚 🐣 软件实践文集。主题不限，思考讨论有趣有料就好，包含如 系统的模型分析/量化分析、开源漫游者指南、软件可靠性设计实践、平台产品的逻辑与执行… 🥤"}]},"trust":{"score":74,"label":"Strong shortlist","version":"trust-score-v4","evidence":{"stars":"231 GitHub stars","repoActivity":"231 stars, 41 forks","lastPushed":"6mo since push","license":"Unknown","repository":"https://github.com/oldratlee/software-practice-thoughts","install":"npx skills add oldratlee/software-practice-thoughts","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document access","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"}},"audit":{"score":75,"risk_level":"needs_review","risk_label":"Needs review","warnings":["License is unclear","Quality score needs review","Stars/forks activity: 231 stars, 41 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"safety_gate":{"score":59,"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 Software Practice Thoughts before installing it in an AI agent workflow","coding-agents","Coding agents workflows; 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Skill purpose: 📚 🐣 软件实践文集。主题不限，思考讨论有趣有料就好，包含如 系统的模型分析/量化分析、开源漫游者指南、软件可靠性设计实践、平台产品的逻辑与执行… 🥤"}],"handoff_url":"https://www.openagentskill.com/api/skills/oldratlee-software-practice-thoughts/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/oldratlee-software-practice-thoughts"},"trust":{"score":74,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"231 GitHub stars","repoActivity":"231 stars, 41 forks","lastPushed":"6mo since push","license":"Unknown","repository":"https://github.com/oldratlee/software-practice-thoughts","install":"npx skills add oldratlee/software-practice-thoughts","installSafety":"standard package or runtime install path","permissionSurface":"filesystem or document 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":["coding-agents","code-review","developer-tools","coding","best-practices","git"],"known_risks":["License is unclear","Quality score needs review","Stars/forks activity: 231 stars, 41 forks; issue activity unavailable in current metadata","License clarity: Unknown"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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