kb CLI and Knowledge Base Pattern

Build and maintain a self-compiling Obsidian markdown knowledge base using the kb CLI. The LLM reads raw sources, writes cross-linked wiki articles, files Q&A results back into the corpus, and runs lint-and-heal passes. The CLI also supports codebase ingestion with deep inspection commands for code quality, architecture health, and symbol relationships.

Each topic lives in its own top-level folder (e.g. ai-harness/) with raw/, wiki/, outputs/, bases/ subtrees plus a topic-level log.md and CLAUDE.md. All topics share a single Obsidian vault at the repo root. Read references/architecture.md for the full rationale and the four-phase pipeline (ingest → compile → query → lint).

The topic's CLAUDE.md (symlinked to AGENTS.md) is the schema document — it tells the LLM the scope, conventions, current articles, and research gaps for that topic. Co-evolve it as the topic matures.

Prerequisites