Skill audit report

ai-debug Audit report.

Finds the root cause of broken behaviour and names it at file:line, then writes the check that fails for that reason before changing anything. Also resolves merge and rebase conflicts by intent rather than by taking a side. Trigger for "it's not working", "this used to work", "I'm getting an error", "CI is failing", "why is X happening", "I have conflicts", "the rebase failed". Not for adding test coverage to working code — use /ai-verify. Not for exploring an unfamiliar area — use /ai-explore. Not for designing the fix — once the cause is named, use /ai-plan. Not for reporting the fault to outsiders — use /ai-issue-report.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 13, 2026Heuristic metadata audit
75
Audit
72
Trust
59
Quality
77
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

55 GitHub stars

Stars/forks activity

WARN

43

55 stars, 3 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

28d since push

License clarity

PASS

86

Apache-2.0

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

72

command execution surface

Install availability

PASS

92

npx skills add arcasilesgroup/ai-engineering --skill ai-debug

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/arcasilesgroup/ai-engineering/tree/main/skills/ai-debug

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 · 9 Needs review

Install path

92

PASS

npx skills add arcasilesgroup/ai-engineering --skill ai-debug

Repository

88

PASS

https://github.com/arcasilesgroup/ai-engineering/tree/main/skills/ai-debug

License

86

PASS

Apache-2.0

Maintenance

100

PASS

28d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

72

CHECK

command execution surface

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

55 stars, 3 forks; issue activity unavailable in current metadata

Adoption

68

INFO

55 GitHub stars

Warnings

  • AI review approval is missing
  • Quality score needs review
  • GitHub adoption: 55 GitHub stars
  • Stars/forks activity: 55 stars, 3 forks; issue activity unavailable in current metadata
  • 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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