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": "2026-05-08",
"client": "Summit Industrial",
"cities": "Detroit",
"states": "MI",
"events_total": 2,
"events_ok": 2,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nWhen a recurring shift precedes a baselinefill, prefetch the candidates calendar for both slots to avoid doublebooking. Always populate the `f.reason` field for every assignment to prevent artifact errors. In this run, SarahD.Cook was at risk; check her calendar before assigning her to the 13:00 shift. Keep pool counts and turns updated after each fill to maintain accurate metrics.",
"checkpoints": [
{
"after": "10:30",
"risk": "Double-booking risk for Sarah",
"hint": "Check Sarah D. Cook's calendar before assigning to the next shift; ensure f.reason is defined to avoid artifact errors."
}
],
"created_at": "2026-04-21T02:10:51.019Z",
"file": "2026-05-08_Summit_Industrial_1776737451019.json"
},
{
"date": "2026-05-05",
"client": "Midway Distribution",
"cities": "Indianapolis",
"states": "IN",
"events_total": 4,
"events_ok": 3,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore running an expansion, prefetch local Packer data (or fallback to the nearest city) and validate that the executor returns wellformed JSON; this prevents the “Missing local Packer data” failure. \nWhen an emergency request arrives, immediately crosscheck the 16:00 schedule to ensure no worker is assigned twice, and correct any artifact errors in the scheduling logic that could cause doublebooking. \nImplement automated checks that flag duplicate assignments and missing data before the agent commits to a fill.",
"checkpoints": [
{
"after": "10:30",
"risk": "Missing local Packer data",
"hint": "Add Indianapolis Packer records to the index or fallback to nearest city; verify executor returns valid JSON before execution."
},
{
"after": "12:00",
"risk": "16:00 double-booking risk",
"hint": "Verify no worker is assigned twice for 16:00; fix artifact error in scheduling logic."
}
],
"created_at": "2026-04-21T02:04:50.585Z",
"file": "2026-05-05_Midway_Distribution_1776737090585.json"
}
]