Skill audit report
a-share-research-red-team Audit report.
对已形成的A股研究结论进行结构化反方审查，冻结原证据后检查确认偏差、替代解释、失败路径、不可观测风险和框架误用。用于高确信结论、报告发布前或bear case；只有分离上下文和审阅者时才称独立审查。
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
FAIL30
18 GitHub stars
Stars/forks activity
FAIL32
18 stars, 3 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
3mo since push
License clarity
PASS86
Apache-2.0
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 cyijun/china-financial-services --skill a-share-research-red-team
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/cyijun/china-financial-services/tree/main/plugins/china-market-researcher/skills/a-share-research-red-team
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 cyijun/china-financial-services --skill a-share-research-red-team
Repository
88
https://github.com/cyijun/china-financial-services/tree/main/plugins/china-market-researcher/skills/a-share-research-red-team
License
86
Apache-2.0
Maintenance
88
3mo since push
AI review
55
The skill does not explicitly state its intended runtime environment or required permissions, but it appears to be a pure analysis workflow with no external actions.
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
32
18 stars, 3 forks; issue activity unavailable in current metadata
Adoption
42
18 GitHub stars
Warnings
- The skill does not explicitly state its intended runtime environment or required permissions, but it appears to be a pure analysis workflow with no external actions.
- The description and workflow are in Chinese; while acceptable, English documentation would broaden accessibility.
- Low GitHub adoption signal
- Quality score needs review
- GitHub adoption: 18 GitHub stars
- Stars/forks activity: 18 stars, 3 forks; issue activity unavailable in current metadata
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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