Skill audit report
context-fundamentals Audit report.
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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
WARN48
33 GitHub stars
Stars/forks activity
WARN43
33 stars, 3 forks; issue activity unavailable in current metadata
Recent maintenance
PASS100
2d since push
License clarity
WARN42
Unknown
README/SKILL.md completeness
INFO70
Public metadata needs stronger README/SKILL.md context
Dependency/runtime risk
INFO64
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add shipshitdev/skills --skill context-fundamentals
Install command safety
PASS92
standard package or runtime install path
Permission surface
WARN46
secrets or environment access, filesystem or document access
Repository evidence
PASS86
https://github.com/shipshitdev/skills/tree/master/bundles/ai-agents/skills/context-fundamentals
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 shipshitdev/skills --skill context-fundamentals
Repository
88
https://github.com/shipshitdev/skills/tree/master/bundles/ai-agents/skills/context-fundamentals
License
45
Unknown
Maintenance
100
2d since push
AI review
55
Repository license is listed as 'Unknown' in GitHub, but skill metadata and README explicitly state MIT and reference the upstream MIT license. This is a minor compliance ambiguity that should be resolved by confirming/updating the repository license.
README/SKILL.md completeness
84
Usable description available
Dependency risk
64
credential or environment access, network or browser surface
Install command safety
92
standard package or runtime install path
Permission surface
46
secrets or environment access, filesystem or document access
Stars/forks activity
43
33 stars, 3 forks; issue activity unavailable in current metadata
Adoption
42
33 GitHub stars
Warnings
- License is unclear
- Permission surface may require sandboxing
- Repository license is listed as 'Unknown' in GitHub, but skill metadata and README explicitly state MIT and reference the upstream MIT license. This is a minor compliance ambiguity that should be resolved by confirming/updating the repository license.
- SKILL.md contains cross-references to non-vendored skills (context-degradation, context-optimization) that are not present in this bundle. The README notes these were intentionally removed from routing, but the references in the body remain and could confuse an agent.
- The included Python script (context_manager.py) is a utility with token estimation heuristics; it is not production-grade and may be used by an agent without proper validation. This is not a security risk but could lead to inaccurate context handling if used in operational settings.
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- GitHub adoption: 33 GitHub stars
- Stars/forks activity: 33 stars, 3 forks; issue activity unavailable in current metadata
- License clarity: Unknown
- Permission surface: secrets or environment access, filesystem or document access
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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