Skill audit report
agent-introspection-debugging Audit report.
Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports. Use when an agent run fails and you need a reproducible diagnosis instead of a retry.
OpenAgentSkill Trust Score
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
PASS100
246K GitHub stars
Stars/forks activity
PASS100
246K stars, 37K forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS84
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO72
credential or environment access
Install availability
PASS92
npx skills add affaan-m/ECC --skill agent-introspection-debugging
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL36
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/affaan-m/ECC/tree/main/.agents/skills/agent-introspection-debugging
Review status
INFO74.38
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add affaan-m/ECC --skill agent-introspection-debugging
Repository
88
https://github.com/affaan-m/ECC/tree/main/.agents/skills/agent-introspection-debugging
License
86
MIT
Maintenance
88
2mo since push
AI review
55
SKILL.md appears to have an incomplete trailing section beginning with 'Integration with '; if this is not an excerpt artifact, the document is unfinished.
README/SKILL.md completeness
84
Usable description available
Dependency risk
72
credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
36
secrets or environment access, shell or command execution
Stars/forks activity
100
246K stars, 37K forks; issue activity unavailable in current metadata
Adoption
88
246K GitHub stars
Warnings
- Permission surface may require sandboxing
- SKILL.md appears to have an incomplete trailing section beginning with 'Integration with '; if this is not an excerpt artifact, the document is unfinished.
- No explicit setup or environment requirements section is provided, though the skill implies access to filesystem, git, and tool-call logs.
- Permission surface needs review: secrets or environment access, shell or command execution
- Permission surface: secrets or environment access, shell or command execution
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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