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.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
55 GitHub stars
Stars/forks activity
WARN43
55 stars, 3 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
28d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO72
command execution surface
Install availability
PASS92
npx skills add arcasilesgroup/ai-engineering --skill ai-brainstorm
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/arcasilesgroup/ai-engineering/tree/main/skills/ai-brainstorm
Review status
WARN46
AI review approval is missing
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add arcasilesgroup/ai-engineering --skill ai-brainstorm
Repository
88
https://github.com/arcasilesgroup/ai-engineering/tree/main/skills/ai-brainstorm
License
86
MIT
Maintenance
100
28d since push
AI review
55
Review approval is missing
README/SKILL.md completeness
84
Usable description available
Dependency risk
72
command execution surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
43
55 stars, 3 forks; issue activity unavailable in current metadata
Adoption
68
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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