OpenAgentSkill
GitHub200+

Skill audit report

autonomous-tdd-debugger Audit report.

Empowers the agent to autonomously run tests, read terminal stack traces, and self-heal code until tests pass. Transforms the agent from a passive coder to an active CI pipeline debugger.

EXPERIMENTAL · REVIEWNeeds reviewGenerated Oct 13, 2026Heuristic metadata audit
75
Audit
71
Trust
60
Quality
75
Security
100
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

73 GitHub stars

Stars/forks activity

WARN

48

73 stars, 18 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

100

7d since push

License clarity

PASS

86

MIT

README/SKILL.md completeness

INFO

76

Public metadata needs stronger README/SKILL.md context

Dependency/runtime risk

INFO

64

command execution surface, network or browser surface

Install availability

PASS

92

npx skills add roedyrustam/vibes-plug --skill autonomous-tdd-debugger

Install command safety

PASS

92

standard package or runtime install path

Permission surface

WARN

48

shell or command execution, filesystem or document access

Repository evidence

PASS

86

https://github.com/roedyrustam/vibes-plug/tree/main/skills/autonomous-tdd-debugger

Review status

WARN

46

AI review approval is missing

Agent Proven outcomes

INFO

54

No agent outcome data yet

Checks

Install and adoption review

6 Passed · 12 Needs review

Install path

92

PASS

npx skills add roedyrustam/vibes-plug --skill autonomous-tdd-debugger

Repository

88

PASS

https://github.com/roedyrustam/vibes-plug/tree/main/skills/autonomous-tdd-debugger

License

86

PASS

MIT

Maintenance

100

PASS

7d since push

AI review

55

CHECK

Review approval is missing

README/SKILL.md completeness

84

PASS

Usable description available

Dependency risk

64

CHECK

command execution surface, network or browser surface

Install command safety

92

PASS

standard package or runtime install path

Permission surface

48

FIX

shell or command execution, filesystem or document access

Stars/forks activity

48

FIX

73 stars, 18 forks; issue activity unavailable in current metadata

Adoption

68

INFO

73 GitHub stars

Warnings

  • Permission surface may require sandboxing
  • AI review approval is missing
  • Quality score needs review
  • Permission surface needs review: shell or command execution, filesystem or document access
  • GitHub adoption: 73 GitHub stars
  • Stars/forks activity: 73 stars, 18 forks; issue activity unavailable in current metadata
  • Permission surface: shell or command execution, filesystem or document 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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