root 41b0a99ed2 chore: add real content that was sitting untracked
Surfaced by today's untracked-files audit. None of these are accidents —
multiple are referenced by name in CLAUDE.md and memory files but were
never added.

Categories:
- docs/PHASE_AUDIT_GUIDE.md (106 LOC) — Claude Code phase audit guidance
- ops/systemd/lakehouse-langfuse-bridge.service — Langfuse bridge unit
- package.json — top-level npm manifest
- scripts/e2e_pipeline_check.sh + production_smoke.sh — real test scripts
- reports/kimi/audit-last-week*.md — the "Two reports live" CLAUDE.md cites
- tests/multi-agent/scenarios/ — 44 staffing scenarios (cutover decision A)
- tests/multi-agent/playbooks/ — 102 playbook records
- tests/battery/, tests/agent_test/PRD.md, tests/real-world/* — real tests
- sidecar/sidecar/{lab_ui,pipeline_lab}.py — 888 LOC dev-only UIs that
  remain in service post-sidecar-drop (commit ba928b1 explicitly kept them)

Sensitivity check: scenarios use synthetic company names ("Heritage Foods",
"Cornerstone Fabrication"); audit reports describe code findings only;
no PII or secrets surfaced.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-02 22:22:10 -05:00

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[
{
"event": {
"kind": "baseline_fill",
"at": "07:00",
"role": "Electrician",
"count": 5,
"city": "Gary",
"state": "IN",
"shift_start": "07:00 AM",
"scenario_note": "Gary IN has ZERO Electricians in the index. Local WILL fail this. Cloud should diagnose no-supply and recommend pivoting to Chicago IL (40min drive) or relaxing to 'Maintenance Tech'."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 24.921,
"error": "aborted — 3 consecutive drift flags",
"gap_signals": [
"drift_or_tool: aborted — 3 consecutive drift flags"
]
},
{
"event": {
"kind": "expansion",
"at": "09:30",
"role": "Safety Coordinator",
"count": 8,
"city": "Peoria",
"state": "IL",
"shift_start": "09:30 AM",
"scenario_note": "Safety Coordinator is the rarest role overall (~4500 nationally). 8× in a mid-sized city with availability > 0.5 is genuinely tight. Cloud should either confirm or suggest multi-city sourcing."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 48.719,
"error": "aborted — 3 consecutive drift flags",
"gap_signals": [
"drift_or_tool: aborted — 3 consecutive drift flags"
]
},
{
"event": {
"kind": "emergency",
"at": "11:45",
"role": "Welder",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "12:00 PM",
"deadline": "13:30",
"scenario_note": "Flint MI has ZERO workers indexed — total data desert. Cloud must flag 'impossible supply' and recommend pivot (Detroit 60mi, Saginaw 40mi)."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 20.138,
"error": "aborted — 3 consecutive drift flags",
"gap_signals": [
"drift_or_tool: aborted — 3 consecutive drift flags"
]
},
{
"event": {
"kind": "expansion",
"at": "14:00",
"role": "Tool & Die Maker",
"count": 4,
"city": "Grand Rapids",
"state": "MI",
"shift_start": "14:00 PM",
"scenario_note": "Tool & Die Maker is scarce (~9000 total). 4× in Grand Rapids, availability > 0.5 AND reliability > 0.75. Tight but solvable if playbook_memory has history; cloud should prioritize proven performers."
},
"ok": true,
"fills": [
{
"candidate_id": "W500K-49117",
"name": "Deborah D. Wilson"
},
{
"candidate_id": "W500K-4243",
"name": "Jerry Thompson"
},
{
"candidate_id": "W500K-14314",
"name": "Carolyn Lopez"
},
{
"candidate_id": "W500K-15737",
"name": "Kyle H. Ramos"
}
],
"turns": 2,
"duration_secs": 12.711,
"gap_signals": [
"double_book: undefined Jerry Thompson already booked for 14:00",
"double_book: undefined Carolyn Lopez already booked for 14:00",
"double_book: undefined Kyle H. Ramos already booked for 14:00",
"artifact: undefined is not an object (evaluating 'f.reason.slice')"
],
"sources_first_score": 0.72152853,
"sources_last_score": 0.51832277,
"pool_size": 133,
"playbook_citations": [],
"discovered_pattern": "Across 25 similar past playbooks (34 workers examined) · recurring certifications: OSHA-10 (47%) · archetype mostly: flexible · reliability median 0.77 (range 0.191.00)"
},
{
"event": {
"kind": "misplacement",
"at": "15:30",
"role": "Electrician",
"count": 1,
"city": "Gary",
"state": "IN",
"shift_start": "15:30 PM",
"replaces_event": "07:00",
"scenario_note": "Refilling 1× Electrician in Gary after a no-show. Same data desert as event 1 — cloud should recognize the repeat and recommend the SAME pivot it gave earlier, proving it learns within-run."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 26.796,
"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"plan\",\"steps\":[\"Expand search to nearby cities (South Bend, IN) and adjacent states (OH, MI) for Electricians with availability > 0.5.\",\"Verify top candidates via SQL to confirm role, location, and availability.\",\"Select the best verified candidate and propose_done.\"]{\"kind\":\"tool_call\",\"to",
"gap_signals": [
"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"plan\",\"steps\":[\"Expand search to nearby cities (South Bend, IN) and adjacent states (OH, MI) for Electricians with availability > 0.5.\",\"Verify top candidates via SQL to confirm role, location, and availability.\",\"Select the best verified candidate and propose_done.\"]{\"kind\":\"tool_call\",\"to"
]
}
]