Skill audit report
淬火 - 观点淬硬引擎，一套文风，两种产物。产物一「想法硬文」：把一个技术观点直抒胸臆写成对外发布的专业硬文，给同行看，观点大于行文、平实克制、精确概念直接说不套比喻、一节只讲一个观点讲清就走绝不车轱辘话、篇幅服从观点不凑字数、姿态平视不宣称，适合发朋友圈接受专业人士考验。产物二「锻造手记」：把一个想法或一篇文章提炼成 120 字以内的平实短思考，沉淀进个人笔记文档。触发词：写想法文、写硬文、直抒胸臆、观点文、淬火、观点淬硬、专业硬文、去AI味写、删车轱辘话、一节一观点；以及 记一笔、锻造手记、AI思考。DO NOT USE WHEN：技术调研/把新东西讲透（走 feynman-explainer）；天马行空畅想文如 Token 战争、AGI 畅想（走 tangshan-style 汤山体）；纯翻译、纯润色。
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
61 GitHub stars
Stars/forks activity
WARN43
61 stars, 2 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO72
credential or environment access
Install availability
PASS92
npx skills add Job-Yang/jobbyang-ai-skills --skill cuihuo
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO74
secrets or environment access
Repository evidence
PASS86
https://github.com/Job-Yang/jobbyang-ai-skills/tree/main/skills/cuihuo
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add Job-Yang/jobbyang-ai-skills --skill cuihuo
Repository
88
https://github.com/Job-Yang/jobbyang-ai-skills/tree/main/skills/cuihuo
License
86
MIT
Maintenance
88
1mo since push
AI review
55
Review approval is missing
README/SKILL.md completeness
84
Usable description available
Dependency risk
72
credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
74
secrets or environment access
Stars/forks activity
43
61 stars, 2 forks; issue activity unavailable in current metadata
Adoption
68
61 GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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