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": "Heritage Foods",
"cities": "Indianapolis",
"states": "IN",
"events_total": 5,
"events_ok": 3,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore starting any expansion or recurring fill, verify the candidate pool size and skill availability; if the pool is unknown or insufficient, postpone the run. For Packer roles, perform a quick tool calibration check and confirm drift thresholds to avoid drift risk. Always crosscheck each candidates calendar—especially highvolume staff like Susan X. Ruiz—to prevent double bookings. Update the booking system to flag conflicts automatically. These steps will reduce failures and keep the schedule on track.",
"checkpoints": [
{
"after": "09:30",
"risk": "Packer drift risk in Indianapolis",
"hint": "Verify tool calibration and drift thresholds before next Packer expansion in Indianapolis."
},
{
"after": "12:00",
"risk": "Susan X. Ruiz double-booked",
"hint": "Verify Susan X. Ruizs schedule before assigning; ensure no overlapping shifts; update booking system to flag conflicts."
}
],
"created_at": "2026-04-21T01:33:53.135Z",
"file": "2026-04-21_Heritage_Foods_1776735233135.json"
}
]