Slack - DuckBrain

Status: Available Slack ingest uses slacrawl — a local-first Slack mirror into SQLite.

Setup

brew install openclaw/tap/slacrawl   # or pick Slack in `duckbrain init`
slacrawl init
slacrawl sync -source desktop        # zero-token: reads your local Slack.app data
duckbrain ingest slacrawl
duckbrain embed && duckbrain index

The desktop source needs no Slack token. For deeper history, add a bot/user token to ~/.slacrawl/config.toml and use -source api or -source all.

What lands in the lake

Messages joined with channels and users, so every row is titled #channel Author Name. Workspace names become source_account (filter with --source slack:autono). Edited messages append as new rows (content-hash); deleted messages are excluded. Everything ingests as classification: confidential.

duckbrain search "launch" --source slack:beyond --in team-autono --since 30d

​Setup

​What lands in the lake

Setup

What lands in the lake