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": "2026-05-05",
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"cities": "Nashville",
"states": "TN",
"events_total": 5,
"events_ok": 5,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "When a baseline_fill completes, immediately check the local pool for that role; if the pool is low or a doublebooking risk is flagged, prefetch a backup from a nearby city (e.g., Memphis for Shipping Clerk). Before assigning a worker to a role that has been flagged as misplacement or double booking risk, verify their schedule to ensure no overlap. Keep at least two extra workers per role in the local pool to absorb lastminute gaps. Use the midday checkpoint risk hints to trigger these actions automatically.",
"checkpoints": [
{
"after": "09:00",
"risk": "Potential double booking of workers",
"hint": "Pivot to Memphis, TN (70mi) for Shipping Clerk to avoid double booking."
},
{
"after": "15:30",
"risk": "Double booking risk detected",
"hint": "Packaging Operator, Nashville, TN verify Jamal Ruiz's schedule before assignment to avoid double booking."
}
],
"created_at": "2026-04-21T05:29:26.772Z",
"file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776749366772.json"
},
{
"date": "2026-05-05",
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"cities": "Nashville",
"states": "TN",
"events_total": 5,
"events_ok": 5,
"checkpoint_count": 2,
"model": "gpt-oss:120b",
"cloud": true,
"lesson": "When multiple fills are requested for the same city, lock each worker to a single shift in a temporary assignment map before processing the next request. Preselect a backup pool from the nearest alternate city (e.g., Murfreesboro,TN) that stays within the 75mi bonus radius and reserve those candidates for emergency or misplacement fills. Before confirming any fill, run a quick crosscheck against the map to catch potential doublebookings, especially for workers who appear in consecutive requests. If a doublebooking is detected, substitute the reserved Murfreesboro candidate to preserve the schedule and bonus eligibility.",
"checkpoints": [
{
"after": "09:00",
"risk": "doublebooked staff",
"hint": "Check worker assignments to avoid doublebooking; if additional Shipping Clerks needed, pivot to Murfreesboro, TN (≈35mi) still within bonus radius."
},
{
"after": "15:30",
"risk": "Potential doublebooking conflict for Jamal Ruiz",
"hint": "If the next shift is Packaging Operator in Nashville, assign a different local candidate—e.g., pull from Murfreesboro (45mi) to stay within the bonus radius."
}
],
"created_at": "2026-04-21T03:12:02.023Z",
"file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776741122023.json"
},
{
"date": "2026-05-05",
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"cities": "Nashville",
"states": "TN",
"events_total": 5,
"events_ok": 5,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** Before assigning any worker to a new shift, query the agents availability database for the specific candidate (e.g., Brenda M. Hernandez, Rachel S. Gonzalez, Jamal Ruiz). If a worker is already booked, immediately pivot to the nearest alternate city—Memphis, TN (4570mi)—and pull a preselected reserve candidate for that role. Maintain a buffer of at least 10% of the required role count in the local pool to absorb midday misplacements or cancellations. This prefetching and pivot rule will prevent double bookings and keep the fill rate on target.",
"checkpoints": [
{
"after": "09:00",
"risk": "Potential double booking of workers",
"hint": "Verify availability of Brenda M. Hernandez and Rachel S. Gonzalez before assigning them to new shifts; if unavailable, pivot to Memphis, TN (45mi) for Shipping Clerk to avoid double booking."
},
{
"after": "15:30",
"risk": "Double booking risk for Jamal Ruiz",
"hint": "Assign a different Packaging Operator in Nashville; if unavailable, pivot to Memphis, TN (70mi) for a Packaging Operator."
}
],
"created_at": "2026-04-21T04:52:44.736Z",
"file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776747164736.json"
}
]