Skill audit report

spec-brainstorm Audit report.

Conversational design workshop for substantial work. Interviews the human one question at a time, explores 2-3 approaches with trade-offs, and presents the design section by section for approval before writing only design.md, then stops. Combines requirements discovery with codebase research and architecture design. Use when the user explicitly requests a spec or when atelier-orchestrator selects a Spec-backed Plan. Ambiguous design or discovery requests route through atelier-orchestrator.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 13, 2026Heuristic metadata audit
69
Audit
71
Trust
52
Quality
76
Security
76
Maintain
92
Install

OpenAgentSkill Trust Score

71
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

WARN

48

46 GitHub stars

Stars/forks activity

WARN

43

46 stars, 4 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

76

3mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

74

network or browser surface, database surface

Install availability

PASS

92

npx skills add martinffx/atelier --skill spec-brainstorm

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

60

filesystem or document access, network or browser access

Repository evidence

PASS

86

https://github.com/martinffx/atelier/tree/main/skills/spec-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

5 Passed · 15 Needs review

Install path

92

PASS

npx skills add martinffx/atelier --skill spec-brainstorm

Repository

88

PASS

https://github.com/martinffx/atelier/tree/main/skills/spec-brainstorm

License

86

PASS

MIT

Maintenance

76

CHECK

3mo since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

74

CHECK

network or browser surface, database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

60

CHECK

filesystem or document access, network or browser access

Stars/forks activity

43

FIX

46 stars, 4 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

46 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: filesystem or document access, network or browser access
  • GitHub adoption: 46 GitHub stars
  • Stars/forks activity: 46 stars, 4 forks; issue activity unavailable in current metadata
  • Permission surface: filesystem or document access, network or browser access
  • 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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