feat: /admin/triage web UI + auto-drain loop

Makes human triage sustainable. Before: command-line-only review,
auto-triage stopped after 100 candidates/run. Now:

1. Web UI at /admin/triage
   - Lists all pending candidates with inline promote/reject/edit
   - Edit content in-place before promoting (PUT /memory/{id})
   - Change type via dropdown
   - Keyboard shortcuts: Y=promote, N=reject, E=edit, S=scroll-next
   - Cards fade out after action, queue count updates live
   - Zero JS framework — vanilla fetch + event delegation

2. auto_triage.py drains queue
   - Loops up to 20 batches (default) of 100 candidates each
   - Tracks seen IDs so needs_human items don't reprocess
   - Exits cleanly when queue empty
   - Nightly cron naturally drains everything

3. Dashboard + wiki surface triage queue
   - Dashboard /admin/dashboard: new "triage" section with pending
     count + /admin/triage URL + warning/notice severity levels
   - Wiki homepage: prominent callout "N candidates awaiting triage —
     review now" linking to /admin/triage, styled with triage-warning
     (>50) or triage-notice (>20) CSS

Pattern: human intervenes only when AI can't decide. The UI makes
that intervention fast (20 candidates in 60 seconds). Nightly
auto-triage drains the queue so the human queue stays bounded.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-04-16 20:28:56 -04:00
parent 86637f8eee
commit d8b370fd0a
4 changed files with 334 additions and 62 deletions

View File

@@ -119,9 +119,19 @@ def render_homepage() -> str:
# Quick stats
all_entities = get_entities(limit=500)
all_memories = get_memories(active_only=True, limit=500)
pending = get_memories(status="candidate", limit=500)
lines.append('<h2>System</h2>')
lines.append(f'<p>{len(all_entities)} entities · {len(all_memories)} active memories · {len(projects)} projects</p>')
lines.append(f'<p><a href="/admin/dashboard">API Dashboard (JSON)</a> · <a href="/health">Health Check</a></p>')
# Triage queue prompt — surfaced prominently if non-empty
if pending:
tone = "triage-warning" if len(pending) > 50 else "triage-notice"
lines.append(
f'<p class="{tone}">🗂️ <strong>{len(pending)} candidates</strong> awaiting triage — '
f'<a href="/admin/triage">review now →</a></p>'
)
lines.append(f'<p><a href="/admin/triage">Triage Queue</a> · <a href="/admin/dashboard">API Dashboard (JSON)</a> · <a href="/health">Health Check</a></p>')
return render_html("AtoCore Wiki", "\n".join(lines))
@@ -289,6 +299,9 @@ _TEMPLATE = """<!DOCTYPE html>
.card .stats { font-size: 0.8em; margin-top: 0.5rem; opacity: 0.5; }
.card .client { font-size: 0.85em; opacity: 0.65; margin-bottom: 0.3rem; font-style: italic; }
.card h3 .tag { font-size: 0.65em; vertical-align: middle; margin-left: 0.4rem; }
.triage-notice { background: var(--card); border-left: 4px solid var(--accent); padding: 0.6rem 1rem; border-radius: 4px; margin: 0.8rem 0; }
.triage-warning { background: #fef3c7; color: #78350f; border-left: 4px solid #d97706; padding: 0.6rem 1rem; border-radius: 4px; margin: 0.8rem 0; }
@media (prefers-color-scheme: dark) { .triage-warning { background: #451a03; color: #fde68a; } }
</style>
</head>
<body>