Skill audit report
red Audit report.
Residual re-identification RISK CHECK on text you have ALREADY redacted (defensive, dual-use). Use when the user asks to "check residual re-id risk", "red-team my redaction", "what can an attacker still infer", "is this safe to share", or assess "re-identification risk" after anonymizing. Re-runs the CONFIDE detectors on the redacted output to surface surviving identifiers (singling-out), checks multiple files for linkability, and optionally probes a local model for still-inferable attribute CATEGORIES (inference) — mapped to GDPR Art-29. Reports risk categories/counts only, never a re-identification recipe. Pairs with confide:anon (run AFTER redacting).
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
INFO62
370 GitHub stars
Stars/forks activity
INFO62
370 stars, 55 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
INFO76
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO72
command execution surface
Install availability
PASS92
npx skills add glebis/claude-skills --skill red
Install command safety
PASS92
standard package or runtime install path
Permission surface
INFO62
shell or command execution, filesystem or document access
Repository evidence
PASS86
https://github.com/glebis/claude-skills/tree/main/confide/skills/red
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install and adoption review
Install path
92
npx skills add glebis/claude-skills --skill red
Repository
88
https://github.com/glebis/claude-skills/tree/main/confide/skills/red
License
86
MIT
Maintenance
88
1mo since push
AI review
55
The SKILL.md description metadata parsing shows '>-' which is a YAML artifact, but the actual description is clear and complete.
README/SKILL.md completeness
84
Usable description available
Dependency risk
72
command execution surface
Install command safety
92
standard package or runtime install path
Permission surface
62
shell or command execution, filesystem or document access
Stars/forks activity
62
370 stars, 55 forks; issue activity unavailable in current metadata
Adoption
68
370 GitHub stars
Warnings
- The SKILL.md description metadata parsing shows '>-' which is a YAML artifact, but the actual description is clear and complete.
- The script excerpt is truncated in the provided documentation, but the visible portion indicates a well-structured defensive tool with clear guardrails.
- Quality score needs review
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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