Closes the graduation UX loop: no more SSH required to populate the
entity graph from memories. Click button → host watcher picks up
→ graduation runs → entity candidates appear in the same triage UI.
New API endpoints (src/atocore/api/routes.py):
- POST /admin/graduation/request: takes {project, limit}, writes flag
to project_state. Host watcher picks up within 2 min.
- GET /admin/graduation/status: returns requested/running/last_result
fields for UI polling.
Triage UI (src/atocore/engineering/triage_ui.py):
- Graduation bar with:
- 🎓 Graduate memories button
- Project selector populated from registry (or "all projects")
- Limit number input (default 30, max 200)
- Status message area
- Poll every 10s until is_running=false, then auto-reload the page to
show new entity candidates in the Entity section below
- Graduation bar appears on both populated and empty triage page
states so you can kick off graduation from either
Host watcher (deploy/dalidou/graduation-watcher.sh):
- Mirrors auto-triage-watcher.sh pattern: poll, lock, clear flag,
run, record result, unlock
- Parses {project, limit} JSON from the flag payload
- Runs graduate_memories.py with those args
- Records graduation_running/started/finished/last_result in project
state for the UI to display
- Lock file prevents concurrent runs
Install on host (one-time, via cron):
*/2 * * * * /srv/storage/atocore/app/deploy/dalidou/graduation-watcher.sh \
>> /home/papa/atocore-logs/graduation-watcher.log 2>&1
This completes the Phase 5 self-service loop: queue triage happens
autonomously via the 3-tier escalation (shipped in 3ca1972); entity
graph population happens autonomously via a button click. No shell
required for daily use.
Tests: 366 passing (no new tests — UI + shell are integration-level).
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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