Skill audit report
sun-yuchen-perspective Audit report.
孙宇晨（Justin Sun / 孙割）的思维框架与行为逻辑。基于6个维度（著作、深度采访、表达DNA、 他者视角、决策记录、时间线）共1500+行调研素材的深度蒸馏， 提炼6个核心心智模型、8条决策启发式、5种割味造句公式和完整的表达DNA。 用途：作为思维顾问，用孙宇晨的视角分析营销策略、注意力经济、危机公关、叙事操控、蹭热点方法论。 割味十足的角色扮演——自大、暴论、碰瓷、数字轰炸、成功学底色。 当用户提到「用孙宇晨的视角」「孙割会怎么做」「孙宇晨模式」「Justin Sun perspective」「割神」时使用。 即使用户只是说「帮我用孙割的角度想想」「如果孙宇晨会怎么操作」「切换到割神」「用割的视角」也应触发。
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
180 GitHub stars
Stars/forks activity
WARN57
180 stars, 27 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
Pushed today
License clarity
WARN42
Unknown
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
PASS90
no major dependency risk hints in public metadata
Install availability
PASS92
npx skills add alchaincyf/sun-yuchen-perspective --skill sun-yuchen-perspective
Install command safety
PASS92
standard package or runtime install path
Permission surface
PASS100
no high-risk permission surface in public metadata
Repository evidence
PASS86
https://github.com/alchaincyf/sun-yuchen-perspective/blob/master/SKILL.md
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add alchaincyf/sun-yuchen-perspective --skill sun-yuchen-perspective
Repository
88
https://github.com/alchaincyf/sun-yuchen-perspective/blob/master/SKILL.md
License
45
Unknown
Maintenance
100
Pushed today
AI review
55
Repository license detected as 'Unknown'; README shows MIT badge but actual LICENSE file absent or not recognized. License clarity needed.
README/SKILL.md completeness
84
Usable description available
Dependency risk
90
no major dependency risk hints in public metadata
Install command safety
92
standard package or runtime install path
Permission surface
100
no high-risk permission surface in public metadata
Stars/forks activity
57
180 stars, 27 forks; issue activity unavailable in current metadata
Adoption
68
180 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
Warnings
- License is unclear
- Financial research output is not financial advice; require human review before any live investment decision
- Repository license detected as 'Unknown'; README shows MIT badge but actual LICENSE file absent or not recognized. License clarity needed.
- Skill role-plays a real, controversial persona; while disclaimers exist, potential misuse for deceptive or manipulative purposes should be explicitly mitigated in SKILL.md (e.g., forbidding use for actual financial fraud).
- SKILL.md lacks explicit 'inputs' and 'outputs' sections, making integration with some agent frameworks less straightforward.
- Financial research output is not financial advice; require human review before any live investment decision.
- Quality score needs review
- Stars/forks activity: 180 stars, 27 forks; issue activity unavailable in current metadata
- License clarity: Unknown
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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