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": "2026-05-09",
"client": "Heritage Foods",
"cities": "Cincinnati",
"states": "OH",
"events_total": 4,
"events_ok": 3,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore assigning any shift to Malik King, verify his calendar to avoid double booking. For the Cincinnati Receiving Clerk, use a verified tool set, schedule a preshift drift check, and keep a backup ready. Keep the pool size updated after each fill to prevent gaps. For emergency fills, confirm the required skill set is present in the pool before assigning.",
"checkpoints": [
{
"after": "13:30",
"risk": "Double booking risk for Malik King",
"hint": "Verify Malik Kings calendar before assigning him to any new shift to avoid overlap."
},
{
"after": "12:00",
"risk": "Cincinnati Receiving Clerk drift risk",
"hint": "Use Cincinnati Receiving Clerk pool with verified tool set; schedule preshift drift check; keep backup ready."
}
],
"created_at": "2026-04-21T02:12:51.417Z",
"file": "2026-05-09_Heritage_Foods_1776737571417.json"
},
{
"date": "2026-05-07",
"client": "Riverfront Steel",
"cities": "Columbus",
"states": "OH",
"events_total": 4,
"events_ok": 3,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nWhen calling`hybrid_search`, first validate the executors JSON output against the expected schema and wrap the call in errorhandling logic to catch parse failures. If a parse error occurs, retry or fall back to a safe default before proceeding. Before assigning a new shift to any candidate, query their current schedule to confirm no overlap—especially for highdemand staff such as Jack Kim. This doublecheck prevents doublebooking and keeps pool counts accurate.",
"checkpoints": [
{
"after": "17:30",
"risk": "JSON parse failure in tool call",
"hint": "Validate executor output format; add error handling around hybrid_search; confirm JSON schema before using results."
},
{
"after": "15:30",
"risk": "Jack Kim double-book risk",
"hint": "Verify Jack Kim's 12:00 slot before assigning new shift to avoid overlap."
}
],
"created_at": "2026-04-21T02:09:33.271Z",
"file": "2026-05-07_Riverfront_Steel_1776737373271.json"
},
{
"date": "2026-04-28",
"client": "Riverfront Steel",
"cities": "Toledo",
"states": "OH",
"events_total": 3,
"events_ok": 2,
"checkpoint_count": 1,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore scheduling a Packer in Toledo, confirm the tool calibration and verify the location accuracy to mitigate drift risk. Update the pool status immediately after baseline and recurring fills so the Packer has accurate data. Schedule the Packer only after the pool is refreshed to avoid misplacement failures. Doublecheck the Packers tool settings in the system before the shift starts.",
"checkpoints": [
{
"after": "08:30",
"risk": "Packer Toledo drift risk",
"hint": "Check Packer's tool calibration and location accuracy in Toledo before scheduling to avoid drift errors."
}
],
"created_at": "2026-04-21T01:52:09.394Z",
"file": "2026-04-28_Riverfront_Steel_1776736329394.json"
}
]