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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[
{
"date": "2026-04-21",
"client": "Riverfront Steel",
"cities": "Toledo",
"states": "OH",
"events_total": 5,
"events_ok": 4,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore launching an expansion, always verify the pool size and certification status for the role; if the pool is unknown or certifications are missing, prefetch the data or secure temporary hires to avoid a fail. For any misplacement or recurring assignment, crosscheck the booking system to confirm that staff such as Patrick Ross are not doublebooked. Maintain a buffer of at least three extra candidates for emergency roles to keep gaps at a minimum. This proactive verification will reduce drift risk and scheduling conflicts in future runs.",
"checkpoints": [
{
"after": "12:15",
"risk": "Forklift Operator drift risk in Toledo",
"hint": "Verify forklift operator certifications in Toledo; consider temporary hires if drift persists."
},
{
"after": "15:45",
"risk": "Double-booking risk for Patrick Ross",
"hint": "Verify Patrick Rosss schedule before assigning; use the booking system to prevent overlapping shifts."
}
],
"created_at": "2026-04-21T01:13:14.575Z",
"file": "2026-04-21_Riverfront_Steel_1776733994575.json"
},
{
"date": "2026-04-21",
"client": "Riverfront Steel",
"cities": "Toledo",
"states": "OH",
"events_total": 5,
"events_ok": 5,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore assigning any expansion or emergency shift, pull the current availability of all required roles from the central schedule and lock those slots to prevent overlap. For highvolume roles such as Forklift Operator, confirm no conflict with earlier baseline or recurring bookings. When a misplacement occurs, crosscheck the specific candidates calendar (e.g., Patrick Ross) to avoid doublebooking and validate artifact data before reassigning. Keep pool counts comfortably above the required number to buffer against lastminute gaps.",
"checkpoints": [
{
"after": "12:15",
"risk": "Forklift Operator double booking risk",
"hint": "Verify Toledo forklift operator availability before assigning new shift; avoid overlapping with 08:00 bookings."
},
{
"after": "15:45",
"risk": "Potential double-booking of Patrick Ross",
"hint": "Check Patrick Ross schedule before assigning to avoid double-booking; verify artifact data integrity for new assignments."
}
],
"created_at": "2026-04-21T01:30:53.606Z",
"file": "2026-04-21_Riverfront_Steel_1776735053606.json"
},
{
"date": "2026-04-21",
"client": "Riverfront Steel",
"cities": "Toledo",
"states": "OH",
"events_total": 5,
"events_ok": 4,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nWhen expanding a shift that requires multiple forklift operators, pull a fresh subset of operators from the pool that excludes those already assigned to the Toledo shift; maintain a temporary exclusion list to avoid duplicate assignments. For any misplacement or reassignment, lock the workers schedule before assigning a new shift to prevent doublebooking—especially for highdemand staff like Ryan Hughes. Verify the pool size and current turns before processing an emergency request; if the pool is insufficient, trigger a contingency plan. Keep a realtime log of all assignments to catch overlaps early.",
"checkpoints": [
{
"after": "12:15",
"risk": "Duplicate worker assignments risk",
"hint": "Avoid double booking: use different forklift operators for Toledo shift."
},
{
"after": "15:45",
"risk": "Double-book Ryan Hughes",
"hint": "Verify Ryan Hughes' schedule before assigning any new shift to avoid overlapping bookings."
}
],
"created_at": "2026-04-21T01:26:26.982Z",
"file": "2026-04-21_Riverfront_Steel_1776734786982.json"
}
]