Skill audit report
Improve a SKILL.md, agent definition, system prompt, small codebase or host plugin by measuring it against examples and evolving it, rather than rewriting it by hand and hoping. Use whenever the user asks to improve, fix, tune, optimise, "train" or get better results out of one of those -- including when they have no test cases yet, because drafting cases for them to check is step one of the procedure, not a prerequisite for it. AgentDescent runs the edits in parallel and keeps only those that raise held-out reward.
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO62
209 GitHub stars
Stars/forks activity
WARN57
209 stars, 17 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
15d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN44
command execution surface, credential or environment access
Install availability
PASS92
npx skills add Birfy/agentdescent --skill agentdescent
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/Birfy/agentdescent/tree/main/agentdescent/integrations
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add Birfy/agentdescent --skill agentdescent
Repository
88
https://github.com/Birfy/agentdescent/tree/main/agentdescent/integrations
License
86
MIT
Maintenance
100
15d since push
AI review
55
The SKILL.md excerpt provided is truncated, but the full file appears complete and well-structured.
README/SKILL.md completeness
86
Usable description available
Dependency risk
44
command execution surface, 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
57
209 stars, 17 forks; issue activity unavailable in current metadata
Adoption
68
209 GitHub stars
Warnings
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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