Skill audit report

self-improving-agent Audit report.

Low-noise self-improvement skill. Captures learnings, errors, and corrections into a local `.learnings/` cache layer. Never auto-promotes to long-term memory files (SOUL.md, MEMORY.md, AGENTS.md, TOOLS.md). Promotion requires explicit user approval after repeated validation.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 8, 2026Heuristic metadata audit
74
Audit
69
Trust
63
Quality
80
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

69
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

84 GitHub stars

Stars/forks activity

WARN

43

84 stars, 0 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

2mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

PASS

90

no major dependency risk hints in public metadata

Install availability

PASS

92

npx skills add YiShu5/claude-skills --skill self-improving-agent

Install command safety

PASS

92

standard package or runtime install path

Permission surface

INFO

62

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/YiShu5/claude-skills/tree/master/skills/self-improving-agent

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 8 Needs review

Install path

92

PASS

npx skills add YiShu5/claude-skills --skill self-improving-agent

Repository

88

PASS

https://github.com/YiShu5/claude-skills/tree/master/skills/self-improving-agent

License

86

PASS

MIT

Maintenance

88

PASS

2mo since push

AI review

55

CHECK

The activator.sh script is bash-only and may not work on non-Unix environments (e.g., Windows without WSL).

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

90

PASS

no major dependency risk hints in public metadata

Install command safety

92

PASS

standard package or runtime install path

Permission surface

62

CHECK

shell or command execution, filesystem or document access

Stars/forks activity

43

FIX

84 stars, 0 forks; issue activity unavailable in current metadata

Adoption

68

INFO

84 GitHub stars

Warnings

  • The activator.sh script is bash-only and may not work on non-Unix environments (e.g., Windows without WSL).
  • The skill references 'OpenClaw' integration, but the repository is for Claude skills; this could cause confusion for users outside that ecosystem.
  • Quality score needs review
  • GitHub adoption: 84 GitHub stars
  • Stars/forks activity: 84 stars, 0 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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