Skill audit report
llm-wiki Audit report.
The foundational knowledge distillation pattern for building and maintaining an AI-powered Obsidian wiki. Based on Andrej Karpathy's LLM Wiki architecture. Use this skill whenever the user wants to understand the wiki pattern, set up a new knowledge base, or needs guidance on the three-layer architecture (raw sources → wiki → schema). Also use when discussing knowledge management strategy, wiki structure decisions, or how to organize distilled knowledge. This is the "theory" skill — other skills handle specific operations (ingesting, querying, linting).
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
PASS86
3.4K GitHub stars
Stars/forks activity
PASS83
3.4K stars, 338 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
2mo since push
License clarity
PASS86
MIT
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
INFO64
credential or environment access, network or browser surface
Install availability
PASS92
npx skills add Ar9av/obsidian-wiki --skill llm-wiki
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL34
secrets or environment access, filesystem or document access
Repository evidence
PASS86
https://github.com/Ar9av/obsidian-wiki/tree/main/.skills/llm-wiki
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 Ar9av/obsidian-wiki --skill llm-wiki
Repository
88
https://github.com/Ar9av/obsidian-wiki/tree/main/.skills/llm-wiki
License
86
MIT
Maintenance
88
2mo since push
AI review
55
The WRITING.md file appears to be an empty template with no actual writing preferences; it may confuse users if they expect guidance on tone or style.
README/SKILL.md completeness
86
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
34
secrets or environment access, filesystem or document access
Stars/forks activity
83
3.4K stars, 338 forks; issue activity unavailable in current metadata
Adoption
88
3.4K GitHub stars
Warnings
- Permission surface may require sandboxing
- The WRITING.md file appears to be an empty template with no actual writing preferences; it may confuse users if they expect guidance on tone or style.
- The skill is explicitly a 'theory' skill and relies on other skills (ingesting, querying, linting) for operational workflows; without those companion skills, this skill alone is not directly executable.
- Quality score needs review
- Permission surface needs review: secrets or environment access, filesystem or document access
- 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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