What problem does it solve?
Codebases often lack structured, hierarchical knowledge documentation, forcing AI agents and developers to sift through irrelevant context or miss critical project-specific conventions, anti-patterns, and architectural details when working on specific modules.
Core Features & Use Cases
- Hierarchical AGENTS.md Generation: Creates root-level and subdirectory-level AGENTS.md files tailored to each part of the codebase, avoiding redundant generic content.
- Complexity-Scoped Documentation: Uses a scoring matrix to only document high-complexity or distinct-domain directories, so low-complexity areas are covered by parent docs without bloat.
- Use Case: For a large monorepo with 10+ modules, this skill automatically generates a root knowledge base plus per-module docs, letting agents instantly access relevant context for any task without loading the entire codebase context every time.
Quick Start
Use the index-knowledge skill to generate a complete hierarchical AGENTS.md knowledge base for your current codebase.