feat: add human detection scoring and webhook notifications

Implement phase 2.1 (human detection) and 2.2 (notifications):

- Detection scorer computes 0.0-1.0 human likelihood from keystroke
  timing variance, special key usage, typing speed, command diversity,
  and session duration
- Webhook notifier sends JSON POST to configured endpoints with
  deduplication, custom headers, and event filtering
- RecordingChannel gains an event callback for feeding keystrokes
  to the scorer without coupling shell and detection packages
- Server wires scorer into session lifecycle with periodic updates
  and threshold-based notification triggers
- Web UI shows human score in session tables with highlighting
- New config sections: [detection] and [[notify.webhooks]]

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
This commit is contained in:
2026-02-14 21:28:11 +01:00
parent 96c8476f77
commit 0ad6f4cb6a
13 changed files with 1060 additions and 32 deletions

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@@ -42,6 +42,10 @@ Key settings:
- `shell.fake_user` — override username in prompt; empty uses the authenticated user
- `web.enabled` — enable the web dashboard (default `false`)
- `web.listen_addr` — web dashboard listen address (default `:8080`)
- `detection.enabled` — enable human detection scoring (default `false`)
- `detection.threshold` — score threshold (0.01.0) for flagging sessions (default `0.6`)
- `detection.update_interval` — how often to recompute scores (default `5s`)
- `notify.webhooks` — list of webhook endpoints for notifications (see example config)
### Run