Skill audit report

ai-brainstorm Audit report.

Use when the user brings a fuzzy idea that must be pinned down before research or planning — "handshake", "get on the same page", "align on this idea", "let me explain my vision", or before ANY creative work (a feature, a component, a behavior change). One question at a time until the whole idea can be explained in 3rd-grader language, the request classified (spike / bounded / architectural), the design approved, and the result captured in a self-contained doc that a researcher agent and a planner agent can run with without asking anything. Includes an optional spec self-review pass. Not for turning an aligned idea into checks and gates — use /ai-plan. Not for external evidence — use /ai-research.

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

MIT

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-brainstorm

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-brainstorm

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-brainstorm

Repository

88

PASS

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

License

86

PASS

MIT

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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