Echo WikiLLM-Maintained Knowledge Base

Ingest sources. Compile a structured wiki. Browse in Obsidian. Works with any domain.

Domain-Agnostic

One config file customizes everything. Works for AI research, finance, healthcare, marketing, or any knowledge domain.

LLM-Powered Pipeline

Agent Skills handle the full pipeline — ingest sources, compile wiki articles, rebuild after source removal, and lint for quality. You provide sources, the LLM writes the wiki.

Obsidian-Native

Browse your wiki in Obsidian with graph view, backlinks, and wikilink navigation. Clean vault showing only your knowledge base and workspaces — no backend clutter.

Provider-Agnostic

Built on the Agent Skills open standard. Works with Claude Code, Codex CLI, Gemini CLI, or any compatible agent.

How It Works

Echo Wiki — end-to-end flow

The full pipeline: sources → /ingest → raw/ receipts → /compile → wiki/ knowledge → used via Obsidian, /query (with workspace write-back), and agents — with the deterministic script rails underneath.

  URLs / Files / PDFs
         |
         v
  +--------------+
  |   /ingest    |  Fetch + clean source → raw/
  +--------------+
         |
         v
  +--------------+
  |   /compile   |  Extract entities, build articles → wiki/
  +--------------+
         |
         v
  +--------------+
  |  /rebuild    |  Stage + validate a replacement (after deletion)
  +--------------+
         |
         v
  +--------------+
  |   Obsidian   |  Browse, graph view, backlinks
  +--------------+

/rebuild is only needed after manually deleting raw source files. Normal operation uses /ingest and /compile.

The LLM writes all wiki content. You provide sources, the LLM maintains wiki/. You never edit KB articles directly — just read them in Obsidian. Create your own notes in wiki/workspaces/.