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": "2026-05-04",
"client": "Horizon Supply",
"cities": "Flint",
"states": "MI",
"events_total": 3,
"events_ok": 0,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore any baseline, recurring, or emergency assignment, confirm that the role index contains entries for the target location. Prefetch the role data for Flint, MI and validate its JSON formatting to avoid parse errors. If a role is missing, populate a default pool or flag the job for manual review. This prevents the FAIL status and reduces gaps. Implement a precheck script that runs before each event.",
"checkpoints": [
{
"after": "16:30",
"risk": "Missing role data in index",
"hint": "Verify 'Receiving Clerk' entries exist for Flint, MI before assignment; confirm JSON formatting to prevent parse errors."
}
],
"created_at": "2026-04-21T02:02:21.047Z",
"file": "2026-05-04_Horizon_Supply_1776736941047.json"
},
{
"date": "2026-05-02",
"client": "Heritage Foods",
"cities": "Flint",
"states": "MI",
"events_total": 3,
"events_ok": 0,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore any shift in Flint, run toolcalibration and drift diagnostics for all crews, prioritizing the Assembler team. Schedule a preshift check to confirm that each roles pool assignment is correct and that no gaps remain. Verify that all baseline, expansion, and emergency tasks have the required resources preloaded; a single unfilled gap caused the failures today. Implement this preshift routine for every Flint deployment to avoid repeat failures.",
"checkpoints": [
{
"after": "08:30",
"risk": "Assembler drift risk in Flint",
"hint": "Prioritize tool calibration, run drift diagnostics, and schedule pre-shift check for Assembler crew in Flint."
}
],
"created_at": "2026-04-21T01:59:20.539Z",
"file": "2026-05-02_Heritage_Foods_1776736760539.json"
},
{
"date": "2026-04-30",
"client": "Parallel Machining",
"cities": "Flint",
"states": "MI",
"events_total": 3,
"events_ok": 0,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore any shift, verify that all tools are calibrated and that the pool assignment is set—an unset pool causes immediate failure. For emergency tasks, perform a quick drift check and recalibrate tools on the spot to mitigate drift risk. Apply the same precheck routine to baseline and recurring tasks to avoid cascading failures. Keep a readytorun calibration script in the agents routine for rapid deployment.",
"checkpoints": [
{
"after": "12:30",
"risk": "Drift risk: emergency Packer Flint",
"hint": "Address drift flags: calibrate tools,"
}
],
"created_at": "2026-04-21T01:56:32.212Z",
"file": "2026-04-30_Parallel_Machining_1776736592212.json"
}
]