Skill audit report

ai-agent-builder Audit report.

Build AI agents with tools, memory, and multi-step reasoning - ChatGPT, Claude, Gemini integration patterns

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 14, 2026Heuristic metadata audit
67
Audit
65
Trust
55
Quality
77
Security
62
Maintain
92
Install

OpenAgentSkill Trust Score

65
Manual review

OpenAgentSkill Trust Score

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

GitHub adoption

INFO

62

498 GitHub stars

Stars/forks activity

INFO

62

498 stars, 94 forks; issue activity unavailable in current metadata

Recent maintenance

INFO

62

9mo 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 claude-office-skills/skills --skill ai-agent-builder

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/claude-office-skills/skills/tree/main/ai-agent-builder

Review status

INFO

66

AI review data available

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

5 Passed · 13 Needs review

Install path

92

PASS

npx skills add claude-office-skills/skills --skill ai-agent-builder

Repository

88

PASS

https://github.com/claude-office-skills/skills/tree/main/ai-agent-builder

License

86

PASS

MIT

Maintenance

62

CHECK

9mo since push

AI review

55

CHECK

SKILL.md does not include an explicit setup/prerequisites section, so it is unclear what tools, APIs, keys, or runtimes are required to apply the patterns.

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

62

CHECK

498 stars, 94 forks; issue activity unavailable in current metadata

Adoption

68

INFO

498 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • SKILL.md does not include an explicit setup/prerequisites section, so it is unclear what tools, APIs, keys, or runtimes are required to apply the patterns.
  • No limitations or safe operating boundaries are defined, such as when not to use autonomous agents or which actions require human approval.
  • The skill lacks a clearly structured input/output contract describing what the user should provide and what the agent should return.
  • Security best practices are not covered explicitly, including secret handling, scoping tool permissions, and validating external tool outputs.
  • Quality score needs review
  • Permission surface needs review: filesystem or document access, network or browser access
  • Permission surface: filesystem or document access, network or browser 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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