
● Now here's what you have. Zero-flag Discord export:

  # Pull all Discord channels (just this, nothing else):
  python -m tools.data_collector.export_openclaw_discord

  # Or just high-priority channels:
  python -m tools.data_collector.export_openclaw_discord --channels high

  # Check stats:
  python -m tools.data_collector.export_openclaw_discord --stats

  No --token needed ever again — it reads from .env automatically.

  Setup summary:
  - DISCORD_TOKEN set as Windows persistent user env var (new terminal sessions)
  - DISCORD_TOKEN + DCE_BINARY in .env (project-level, works immediately, gitignored)
  - Both discord_export.py and export_openclaw_discord.py auto-load .env
  - The background agent already upgraded the scripts to handle forums (thread discovery + per-thread export) and large channels (120-day snowflake limit on first pull)

--------------
Yes, exactly. From PowerShell, in the project directory:

  python -m tools.data_collector.export_openclaw_discord

  That's it. No flags, no token — it pulls from .env automatically. Runs all 10 channels (forums + regular + large).

  For just the high-value channels (help, general, users-helping-users):

  python -m tools.data_collector.export_openclaw_discord --channels high

----


  E:\Data\Projects\ProClaw\data\prd_pipeline.db

● Bash(cd /e/Data/Projects/ProClaw && python -c "
      import sqlite3…)
  ⎿  === TABLES ===
       items
       sqlite_sequence
     … +50 lines (ctrl+o to expand)

● 32.2 MB SQLite database with 3 tables:

  ┌──────────┬─────────────────────────────────────┬──────────────────────────────────────┐
  │  Table   │               Content               │               Records                │
  ├──────────┼─────────────────────────────────────┼──────────────────────────────────────┤
  │ items    │ GitHub issues + Discord messages    │ 9,874 (8,041 GitHub + 1,833 Discord) │
  ├──────────┼─────────────────────────────────────┼──────────────────────────────────────┤
  │ comments │ GitHub issue comments               │ 11,753                               │
  ├──────────┼─────────────────────────────────────┼──────────────────────────────────────┤
  │ markers  │ Incremental fetch position tracking │ per-source/channel                   │
  └──────────┴─────────────────────────────────────┴──────────────────────────────────────┘

  Each item has: source, external_id, title, body (full text), author, labels, state, reactions, channel, created_at, updated_at, metadata (JSON)


