Library distillation

Brain Distiller

In prod FTS5MCPCLI

What it is

Distills the library into sourced digests, memories and an automatic export to KlodyAI.

The architect's call

Full-text search over the indexed library, falling back to raw PDF/EPUB when the index is not enough. Automatic export to the agent (routed layer + dedicated MCP server), tested 17/17. Field-learned trap: ranking books by raw hit count makes doorstop novels beat the actual manuals — ranking is now by distinct-term coverage. /distill <topic> command.

The code

Private repository — walkthrough over a call

Capabilities engaged

Your data cannot leave the building?

That is precisely the problem I solve. A 30-minute call is enough to scope an audit.