Skill audit report

ai-agents-diagnostics-toolkit Audit report.

Catalog of this repo's measurement instruments, each with command, current baseline, and interpretation guide. Covers skill size and description budgets, orphan-ref and golden-principles scans, drift gates as signals, coverage pins, and the eval harness. Use when you say `measure this`, `read the drift signal`, `check skill budgets`. Do NOT use to fix what you measure (use `ai-agents-debugging-playbook`) or for evidence standards (use `ai-agents-validation-and-qa`).

BLOCKED · BLOCKNeeds reviewGenerated Oct 13, 2026Heuristic metadata audit
74
Audit
72
Trust
58
Quality
74
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

72
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

47 GitHub stars

Stars/forks activity

WARN

48

47 stars, 14 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

4d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

72

credential or environment access

Install availability

PASS

92

npx skills add rjmurillo/ai-agents --skill ai-agents-diagnostics-toolkit

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

36

secrets or environment access, shell or command execution

Repository evidence

PASS

86

https://github.com/rjmurillo/ai-agents/tree/main/.claude/skills/ai-agents-diagnostics-toolkit

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add rjmurillo/ai-agents --skill ai-agents-diagnostics-toolkit

Repository

88

PASS

https://github.com/rjmurillo/ai-agents/tree/main/.claude/skills/ai-agents-diagnostics-toolkit

License

86

PASS

MIT

Maintenance

100

PASS

4d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

72

CHECK

credential or environment access

Install command safety

92

PASS

standard package or runtime install path

Permission surface

36

FIX

secrets or environment access, shell or command execution

Stars/forks activity

48

FIX

47 stars, 14 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

47 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • Low GitHub adoption signal
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 47 GitHub stars
  • Stars/forks activity: 47 stars, 14 forks; issue activity unavailable in current metadata
  • Permission surface: secrets or environment access, shell or command execution
  • 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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