Skill audit report

ai-note Audit report.

Saves a finding that took real time to reach — a non-obvious behaviour, an integration trap, a workaround and the reason it is needed — as committed markdown, stamped with the commit and the file patterns it describes so that it can be detected as stale later. Searches those notes too. Trigger for "save this", "note that", "remember this", "we worked this out the hard way", "do we have notes on", "what did we find about". Not for project decisions — use /ai-plan, which is where a decision has its context. Not for documentation somebody reads to learn the system — use /ai-write, which is where a document gets written against the tree.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 11, 2026Heuristic metadata audit
77
Audit
75
Trust
59
Quality
80
Security
100
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

WARN

48

55 GitHub stars

Stars/forks activity

WARN

43

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

Recent maintenance

PASS

100

25d since push

License clarity

PASS

86

Apache-2.0

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 arcasilesgroup/ai-engineering --skill ai-note

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-note

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 11 Needs review

Install path

92

PASS

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

Repository

88

PASS

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

License

86

PASS

Apache-2.0

Maintenance

100

PASS

25d since push

AI review

55

CHECK

Review approval is missing

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

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

Adoption

68

INFO

55 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

  • 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
  • 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.

Compare nearby options

Related skills to audit next