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 — Great Lakes Mfg, 2026-04-21
_Generated by `gpt-oss:20b` in 7.3s. Based on 4 events + 2 mid-day checkpoints._
**
Before assigning any shift, query each candidates calendar for overlapping slots, especially for workers flagged in risk lists (e.g., Malik King, Miguel Morris, Lauren H. Moore, Mei X). Reject any assignment that would create a doublebooking and log a warning if a risk worker is already scheduled. For misplacement events, verify that the `f.reason` field is defined to avoid undefined errors. Prefetch the updated pool counts after each event to keep the pool accurate for subsequent assignments. This prevents worker conflicts and runtime errors in future runs.