knowledge-pipeline

Run `npx skills add selmakcby/knowledge-pipeline --all -g -y` in your terminal to install the skill globally.

Instead of re-discovering information on every query like standard RAG, your agent incrementally builds and maintains a permanent markdown wiki with cross-references, entity pages, and flagged contradictions.

RAG retrieves fragments fresh on every query and nothing accumulates. This pattern keeps a curated, up-to-date wiki where synthesis, links, and contradictions are already maintained, so answers get richer over time.

Yes. The vault is plain markdown designed for Obsidian's graph view, and the skill runs with Claude Code, Codex, or any agent that follows the SKILL.md standard.

It is domain-independent: research projects, book reading notes, team knowledge bases, competitive analysis, course notes, or personal development journals all use the same pattern.