Skill audit report

alphagbm-health-check Audit report.

Weekly diagnostic report on a user's research knowledge base — flags stale profiles (not updated in weeks), thesis drift (AI detects original premise no longer holds), and orphan pages (profiles with no thesis, themes with missing profiles). Returns an overall 0-100 health score with specific action recommendations. Use when: auditing knowledge base state, triggering a fresh report, reviewing what needs attention. Triggers on: "health check my research", "what's stale", "any drift", "generate a report", "研究库体检", "过期档案", "论据偏离", "孤立主题".

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 12, 2026Heuristic metadata audit
78
Audit
75
Trust
72
Quality
75
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

75
Strong shortlist

OpenAgentSkill Trust Score

The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.

GitHub adoption

PASS

86

2.4K GitHub stars

Stars/forks activity

PASS

83

2.4K stars, 284 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

64

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add AlphaGBM/skills --skill alphagbm-health-check

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

34

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/AlphaGBM/skills/tree/main/skills/alphagbm-health-check

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

8 Passed · 12 Needs review

Install path

92

PASS

npx skills add AlphaGBM/skills --skill alphagbm-health-check

Repository

88

PASS

https://github.com/AlphaGBM/skills/tree/main/skills/alphagbm-health-check

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

64

CHECK

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

34

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

83

PASS

2.4K stars, 284 forks; issue activity unavailable in current metadata

Adoption

88

PASS

2.4K GitHub stars

Financial decision safety

58

CHECK

Research-only use: do not treat output as financial advice or execute a position without human approval.

Warnings

  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision
  • AI review approval is missing
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Permission surface: secrets or environment access, filesystem or document access
  • Review status: AI review approval is missing

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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