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": "2026-05-10",
"client": "Midway Distribution",
"cities": "Chicago",
"states": "IL",
"events_total": 3,
"events_ok": 2,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore assigning a Packer to Chicago, verify the candidates current assignment and crosscheck drift logs for recent misplacements. Precalibrate packing tools and load a backup Packer into the pool to avoid a single point of failure. If a drift risk is flagged, immediately relocate the Packer or switch to a verified alternate. Keep the pool count updated and ensure it matches the required number of roles before each event.",
"checkpoints": [
{
"after": "09:30",
"risk": "Packer drift risk persists",
"hint": "Verify Packer's Chicago assignment, review drift logs, recalibrate tools, and consider temporary relocation."
}
],
"created_at": "2026-04-21T02:14:12.176Z",
"file": "2026-05-10_Midway_Distribution_1776737652176.json"
},
{
"date": "2026-05-01",
"client": "Northland Logistics",
"cities": "Chicago",
"states": "IL",
"events_total": 2,
"events_ok": 2,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore assigning the 15:00 baseline_fill, prefetch the list of workers already allocated at 10:00 and crosscheck each candidates schedule to avoid double booking. Verify that every workers artifact includes a valid `f.reason` before finalizing the assignment. This ensures overlapping shifts are caught early and reduces rework.",
"checkpoints": [
{
"after": "10:00",
"risk": "Double booking of scheduled workers",
"hint": "Verify each worker's schedule before assigning to 15:00; handle artifact errors by ensuring f.reason exists."
}
],
"created_at": "2026-04-21T01:57:42.670Z",
"file": "2026-05-01_Northland_Logistics_1776736662670.json"
},
{
"date": "2026-04-26",
"client": "Midway Distribution — Joliet DC Ramp",
"cities": "Joliet",
"states": "IL",
"events_total": 4,
"events_ok": 3,
"checkpoint_count": 2,
"model": "gpt-oss:120b",
"cloud": true,
"lesson": "When an expansion request targets a role with no local candidates—as happened with the Picker shift in Joliet—immediately pivot to the nearest city with supply, Lockport,IL (≈12mi, still within the 50mi bonus radius), and run a hybrid search there before any drift flags accrue. Preload the Picker candidate pool for both Joliet and Lockport at the start of the day so the system can switch instantly without aborting the shift. Track each workers assignments in a realtime ledger; this prevents doublebooking errors like the one flagged for JoshuaTaylor on the Forklift Operator shift. Apply the same precheck for any future role expansions to keep fills on schedule and within budget.",
"checkpoints": [
{
"after": "12:30",
"risk": "Zero supply for Picker in Joliet",
"hint": "Pivot to Lockport, IL (≈12mi) for Picker role still within 50mi bonus radius; run hybrid search with same filters there."
},
{
"after": "15:00",
"risk": "Doublebooking risk for Joshua Taylor",
"hint": "For the next Forklift Operator shift in Joliet, assign a different qualified worker (e.g., from pool) or pivot to Lockport, IL (≈12mi) still within 50mi bonus radius to prevent doublebooking."
}
],
"created_at": "2026-04-21T03:27:40.963Z",
"file": "2026-04-26_Midway_Distribution_—_Joliet_DC_Ramp_1776742060963.json"
}
]