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": "08:00",
"role": "Warehouse Associate",
"count": 3,
"city": "Toledo",
"state": "OH",
"shift_start": "08:00 AM",
"scenario_note": "Regular Monday morning shift, 8-hour."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 20.215,
"error": "invalid JSON from executor: JSON Parse error: Invalid escape character ' | raw: {\"kind\":\"plan\",\"steps\":[\"TOOL_CALL hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = \\'Warehouse Associate\\' AND city = \\'Toledo\\' AND state = \\'OH\\' AND CAST(availability AS DOUBLE) > 0.5','question':'reliable warehouse associate Toledo'})\",\n\"TOOL_CALL sql({'query':'SELECT worker_i",
"gap_signals": [
"drift_or_tool: invalid JSON from executor: JSON Parse error: Invalid escape character ' | raw: {\"kind\":\"plan\",\"steps\":[\"TOOL_CALL hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = \\'Warehouse Associate\\' AND city = \\'Toledo\\' AND state = \\'OH\\' AND CAST(availability AS DOUBLE) > 0.5','question':'reliable warehouse associate Toledo'})\",\n\"TOOL_CALL sql({'query':'SELECT worker_i"
]
},
{
"event": {
"kind": "recurring",
"at": "10:30",
"role": "Machine Operator",
"count": 2,
"city": "Toledo",
"state": "OH",
"shift_start": "11:00 AM",
"scenario_note": "Recurring Tuesday/Thursday slot — prior workers may still be available."
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 47.392,
"error": "no consensus after 14 turns",
"gap_signals": [
"drift_or_tool: no consensus after 14 turns"
]
},
{
"event": {
"kind": "expansion",
"at": "12:15",
"role": "Forklift Operator",
"count": 5,
"city": "Toledo",
"state": "OH",
"shift_start": "01:00 PM",
"scenario_note": "New warehouse location opening, five-worker team needed."
},
"ok": true,
"fills": [
{
"candidate_id": "W500K-37736",
"name": "Jennifer K. Robinson",
"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
},
{
"candidate_id": "W500K-33961",
"name": "Kyle F. Brooks",
"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
},
{
"candidate_id": "W500K-31297",
"name": "Jacob T. Diaz",
"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
},
{
"candidate_id": "W500K-40884",
"name": "Jerry M. Jones",
"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
},
{
"candidate_id": "W500K-37729",
"name": "Jeffrey D. Taylor",
"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
}
],
"turns": 7,
"duration_secs": 28.23,
"gap_signals": [
"double_book: undefined Kyle F. Brooks already booked for 12:15",
"double_book: undefined Jacob T. Diaz already booked for 12:15",
"double_book: undefined Jerry M. Jones already booked for 12:15",
"double_book: undefined Jeffrey D. Taylor already booked for 12:15"
],
"sources_first_score": 0.6336688,
"sources_last_score": 0.55183524,
"pool_size": 687,
"playbook_citations": [],
"discovered_pattern": "Across 25 similar past playbooks (10 workers examined) · recurring certifications: Forklift (40%), OSHA-10 (40%) · recurring skills: mill (40%) · archetype mostly: leader · reliability median 0.83 (range 0.660.96)"
},
{
"event": {
"kind": "emergency",
"at": "14:00",
"role": "Loader",
"count": 4,
"city": "Toledo",
"state": "OH",
"shift_start": "04:00 PM same day",
"deadline": "16:00",
"scenario_note": "Walkoff incident — replacement crew needed by 16:00 sharp."
},
"ok": true,
"fills": [
{
"candidate_id": "W500K-15305",
"name": "Mary R. Richardson",
"reason": "Verified availability score of 0.988 via SQL and ranked highest among the candidates with an availability score greater than 0.7."
},
{
"candidate_id": "W500K-12325",
"name": "Raj Torres",
"reason": "Ranked second among the candidates with an availability score greater than 0.7."
},
{
"candidate_id": "W500K-16975",
"name": "Brian X. Price",
"reason": "Ranked third among the candidates with an availability score greater than 0.7."
},
{
"candidate_id": "W500K-22851",
"name": "Fatima X. Gutierrez",
"reason": "Ranked fourth among the candidates with an availability score greater than 0.7."
}
],
"turns": 6,
"duration_secs": 22.25,
"gap_signals": [
"double_book: undefined Mary R. Richardson already booked for 12:15",
"double_book: undefined Raj Torres already booked for 12:15",
"double_book: undefined Brian X. Price already booked for 12:15",
"double_book: undefined Fatima X. Gutierrez already booked for 12:15"
],
"sources_first_score": 0.73792297,
"sources_last_score": 0.7001053,
"pool_size": 380,
"playbook_citations": [],
"discovered_pattern": "Across 25 similar past playbooks (9 workers examined) · recurring certifications: Forklift (44%) · recurring skills: mill (44%) · archetype mostly: leader · reliability median 0.80 (range 0.660.96)"
},
{
"event": {
"kind": "misplacement",
"at": "15:45",
"role": "Warehouse Associate",
"count": 1,
"city": "Toledo",
"state": "OH",
"shift_start": "remainder of 08:00 shift",
"scenario_note": "One worker from the 08:00 fill didn't show; rebuild the gap.",
"replaces_event": "08:00"
},
"ok": false,
"fills": [],
"turns": 0,
"duration_secs": 52.523,
"error": "no consensus after 14 turns",
"gap_signals": [
"drift_or_tool: no consensus after 14 turns"
]
}
]