Skill audit report
Analyze any existing codebase, discover its patterns and best practices, and generate an Espalier structure (rules, skills, wiki, pipeline) so AI coders produce code matching that project's language and conventions. Greenfield repos take the two-pass Decide-Then-Bind path (/espalier-map charts the conventions, init binds them); boilerplate repos run init normally, then map the product. Wires into Claude Code, Codex, and/or GitHub Copilot (.claude/, .agents/skills/ + .codex/, .github/).
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
WARN48
72 GitHub stars
Stars/forks activity
WARN43
72 stars, 9 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
16d since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
WARN56
command execution surface, network or browser surface
Install availability
PASS92
npx skills add Junhanliu-dev/espalier-engineering --skill espalier-init
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL36
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/Junhanliu-dev/espalier-engineering/tree/main/skills/espalier-init
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add Junhanliu-dev/espalier-engineering --skill espalier-init
Repository
88
https://github.com/Junhanliu-dev/espalier-engineering/tree/main/skills/espalier-init
License
86
MIT
Maintenance
100
16d since push
AI review
55
The generated hook templates rely on grep/regex import checks, which can produce false positives and false negatives; they should be treated as heuristic guardrails rather than authoritative enforcement.
README/SKILL.md completeness
86
Usable description available
Dependency risk
56
command execution surface, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
36
shell or command execution, filesystem or document access
Stars/forks activity
43
72 stars, 9 forks; issue activity unavailable in current metadata
Adoption
68
72 GitHub stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
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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