Skill audit report

reclaim-code-entropy Audit report.

Find, rank, and safely remove accidental codebase complexity by proving real consumers, dynamic entrypoints, compatibility obligations, duplicate representations, speculative surfaces, and lifecycle ownership. Use when asked to simplify or clean up a repository, reclaim code entropy, reduce over-engineering or redundancy, find deletion candidates, collapse duplicate state/APIs, remove dead or added-then-abandoned code beyond static-tool output, or implement an evidence-backed simplification pass in any language or stack. Also trigger for 代码化简、熵回收、删代码、清理冗余、收敛抽象、去除过度设计. Do not use as a performance audit unless simplification is the stated goal.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 6, 2026Heuristic metadata audit
76
Audit
73
Trust
66
Quality
78
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

73
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

183 GitHub stars

Stars/forks activity

WARN

51

183 stars, 9 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

56

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add Yevanchen/reclaim-code-entropy --skill reclaim-code-entropy

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

36

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/Yevanchen/reclaim-code-entropy/tree/main/skills/reclaim-code-entropy

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 10 Needs review

Install path

92

PASS

npx skills add Yevanchen/reclaim-code-entropy --skill reclaim-code-entropy

Repository

88

PASS

https://github.com/Yevanchen/reclaim-code-entropy/tree/main/skills/reclaim-code-entropy

License

86

PASS

MIT

Maintenance

88

PASS

3mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

56

FIX

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

36

FIX

shell or command execution, filesystem or document access

Stars/forks activity

51

FIX

183 stars, 9 forks; issue activity unavailable in current metadata

Adoption

68

INFO

183 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • Stars/forks activity: 183 stars, 9 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, network or browser surface
  • Permission surface: shell or command execution, filesystem or document access

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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