Skill audit report

ai-agent-design Audit report.

Comprehensive guide to designing, building, and operating AI agents. Covers agent architecture, tool use patterns, memory systems, orchestration strategies, planning approaches, error recovery, and safety guardrails for production-grade agent systems.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Nov 11, 2026Heuristic metadata audit
77
Audit
74
Trust
70
Quality
78
Security
88
Maintain
92
Install

OpenAgentSkill Trust Score

74
Strong shortlist

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

471 GitHub stars

Stars/forks activity

INFO

62

471 stars, 62 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

88

3mo since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

WARN

56

credential or environment access, network or browser surface

Install availability

PASS

92

npx skills add cosmicstack-labs/mercury-agent-skills --skill ai-agent-design

Install command safety

PASS

92

standard package or runtime install path

Permission surface

FAIL

34

secrets or environment access, filesystem or document access

Repository evidence

PASS

86

https://github.com/cosmicstack-labs/mercury-agent-skills/tree/main/categories/ai-ml/ai-agent-design

Review status

PASS

88

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

7 Passed · 9 Needs review

Install path

92

PASS

npx skills add cosmicstack-labs/mercury-agent-skills --skill ai-agent-design

Repository

88

PASS

https://github.com/cosmicstack-labs/mercury-agent-skills/tree/main/categories/ai-ml/ai-agent-design

License

86

PASS

MIT

Maintenance

88

PASS

3mo since push

AI review

88

PASS

Approved with no listed issues

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

56

FIX

credential or environment access, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

34

FIX

secrets or environment access, filesystem or document access

Stars/forks activity

62

CHECK

471 stars, 62 forks; issue activity unavailable in current metadata

Adoption

68

INFO

471 GitHub stars

Warnings

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, filesystem or document access
  • Dependency/runtime risk: credential or environment access, network or browser surface
  • Permission surface: secrets or environment access, filesystem or document access

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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