Markdown Vault Optimizer
Audits and optimizes markdown knowledge vaults across nine AI frameworks to improve structure, context efficiency, and discoverability.
The Markdown Vault Optimizer skill conducts comprehensive, framework-driven audits on markdown vaults and AI-assisted second brains. By applying nine specialized frameworks—such as Anthropic CLAUDE.md, Karpathy LLM Wiki, Caveman compression, Chroma context rot, and Progressive Disclosure—it systematically scans notes, routing tables, and skill definitions. Rather than simply logging issues, the skill pairs every finding with a concrete fix, allowing users to apply edits immediately or save structured reorganization steps to an actionable plan.
주요 기능
01Applies 9 specialized frameworks to audit CLAUDE.md files, skills, notes, and indexes
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03Delivers concrete, actionable fixes for every issue with apply-now or save-to-plan modes
04Provides real-time task progress tracking across all discovery and audit stages
05Audits vault architecture and routing tables to eliminate orphan notes and broken links
06Combats context rot and applies semantic compression to instruction-layer files
사용 사례
01Auditing AI second brains and Obsidian vaults for optimal LLM context retrieval
02Standardizing markdown hygiene, frontmatter metadata, and progressive skill layering
03Restructuring sprawling project documentation, CLAUDE.md routing, and folder indexes