Star200+

Skill audit report

agent-development Audit report.

Design and build AI agents with persistent memory, tool use, and multi-turn conversation. Covers architecture selection, memory design, model selection, tool configuration, and implementation patterns across agent frameworks. Use when creating, debugging, or improving AI agents.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Aug 23, 2026Heuristic metadata audit
72
Audit
64
Trust
58
Quality
74
Security
100
Maintain
92
Install

OpenAgentSkill Trust Score

64
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

FAIL

30

14 GitHub stars

Stars/forks activity

FAIL

32

14 stars, 1 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

1d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

PASS

86

Metadata includes enough usage and workflow context

Dependency/runtime risk

INFO

64

command execution surface, database surface

Install availability

PASS

92

npx skills add greedychipmunk/agent-skills --skill agent-development

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

50

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/greedychipmunk/agent-skills/tree/main/agent-development

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 14 Needs review

Install path

92

PASS

npx skills add greedychipmunk/agent-skills --skill agent-development

Repository

88

PASS

https://github.com/greedychipmunk/agent-skills/tree/main/agent-development

License

86

PASS

MIT

Maintenance

100

PASS

1d since push

AI review

55

CHECK

The SKILL.md is well-written but does not explicitly list 'Inputs' and 'Outputs' sections, which could improve clarity for agents invoking the skill.

README/SKILL.md completeness

86

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, database surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

50

FIX

shell or command execution, filesystem or document access

Stars/forks activity

32

FIX

14 stars, 1 forks; issue activity unavailable in current metadata

Adoption

42

CHECK

14 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • The SKILL.md is well-written but does not explicitly list 'Inputs' and 'Outputs' sections, which could improve clarity for agents invoking the skill.
  • Some resource files (e.g., concurrency.md, description-patterns.md, memory-patterns.md) appear truncated in the excerpt; ensure all files are complete in the repository.
  • Low GitHub adoption signal
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 14 GitHub stars
  • Stars/forks activity: 14 stars, 1 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, 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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