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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# Cross-day lesson — Riverfront Steel, 2026-04-21
_Generated by `gpt-oss:20b` in 5.6s. Based on 5 events + 2 mid-day checkpoints._
**
When expanding a shift that requires multiple forklift operators, pull a fresh subset of operators from the pool that excludes those already assigned to the Toledo shift; maintain a temporary exclusion list to avoid duplicate assignments. For any misplacement or reassignment, lock the workers schedule before assigning a new shift to prevent doublebooking—especially for highdemand staff like Ryan Hughes. Verify the pool size and current turns before processing an emergency request; if the pool is insufficient, trigger a contingency plan. Keep a realtime log of all assignments to catch overlaps early.