Files
lakehouse/tests/multi-agent/playbooks/scenario-2026-04-21T01-22-35/prior_lessons.json
T
rootandClaude Opus 4.7 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": "Riverfront Steel",
"cities": "Toledo",
"states": "OH",
"events_total": 5,
"events_ok": 4,
"checkpoint_count": 2,
"model": "gpt-oss:20b",
"cloud": false,
"lesson": "** \nBefore launching an expansion, always verify the pool size and certification status for the role; if the pool is unknown or certifications are missing, pre‑fetch the data or secure temporary hires to avoid a fail. For any misplacement or recurring assignment, cross‑check the booking system to confirm that staff such as Patrick Ross are not double‑booked. Maintain a buffer of at least three extra candidates for emergency roles to keep gaps at a minimum. This proactive verification will reduce drift risk and scheduling conflicts in future runs.",
"checkpoints": [
{
"after": "12:15",
"risk": "Forklift Operator drift risk in Toledo",
"hint": "Verify forklift operator certifications in Toledo; consider temporary hires if drift persists."
},
{
"after": "15:45",
"risk": "Double-booking risk for Patrick Ross",
"hint": "Verify Patrick Ross’s schedule before assigning; use the booking system to prevent overlapping shifts."
}
],
"created_at": "2026-04-21T01:13:14.575Z",
"file": "2026-04-21_Riverfront_Steel_1776733994575.json"
}
]