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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{"at":"08:00","kind":"baseline_fill","operation":"fill: Warehouse Associate x3 in Toledo, OH","fills":[{"candidate_id":"W500K-7079","name":"Patrick Ross","reason":"Top ranked candidate (score 0.69) from hybrid_search, verified in SQL with high availability (0.5741) and reliability (0.7398)."},{"candidate_id":"W500K-48488","name":"Olivia Y. Howard","reason":"Second ranked candidate (score 0.67) from hybrid_search, verified in SQL with high availability (0.761) and reliability (0.6939)."},{"candidate_id":"W500K-39023","name":"Deborah X. Sanchez","reason":"Third ranked candidate (score 0.67) from hybrid_search, verified in SQL with high availability (0.8645) and reliability (0.7538)."}],"turns":5,"duration_secs":37.135,"pool_size":770,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (11 workers examined) · recurring certifications: OSHA-10 (64%), Forklift (45%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.96 (range 0.751.00)"}
{"at":"10:30","kind":"recurring","operation":"fill: Machine Operator x2 in Toledo, OH","fills":[{"candidate_id":"W500K-48548","name":"Kimberly G. Thomas","reason":"Top-ranked hybrid search result (score 0.59) for Machine Operator in Toledo, OH with verified availability > 0.5."},{"candidate_id":"W500K-25702","name":"Kathleen O. Ortiz","reason":"Second-ranked hybrid search result (score 0.57) for Machine Operator in Toledo, OH with verified availability > 0.5."}],"turns":2,"duration_secs":14.62,"pool_size":997,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (11 workers examined) · recurring certifications: OSHA-10 (64%), Forklift (45%) · recurring skills: overhead crane (45%) · archetype mostly: communicator · reliability median 0.96 (range 0.751.00)"}
{"at":"12:15","kind":"expansion","operation":"fill: Forklift Operator x5 in Toledo, OH","fills":[{"candidate_id":"W500K-22375","name":"Matthew P. Garcia","reason":"Top hybrid_search score (0.66), verified in Toledo OH with availability 0.62 and reliability 0.75."},{"candidate_id":"W500K-19588","name":"Maria K. Cruz","reason":"High hybrid_search score (0.65), verified in Toledo OH with availability 0.61 and reliability 0.77."},{"candidate_id":"W500K-28024","name":"Nancy W. Ward","reason":"Strong hybrid_search score (0.62), verified in Toledo OH with availability 0.61 and reliability 0.79."},{"candidate_id":"W500K-17543","name":"Charles T. Walker","reason":"Strong hybrid_search score (0.62), verified in Toledo OH with availability 0.62 and reliability 0.81."},{"candidate_id":"W500K-9076","name":"Rachel Turner","reason":"High hybrid_search score (0.61), verified in Toledo OH with availability 0.66 and reliability 0.79."}],"turns":6,"duration_secs":49.967,"pool_size":1184,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: mill (42%), overhead crane (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.591.00)"}
{"at":"15:45","kind":"misplacement","operation":"fill: Warehouse Associate x1 in Toledo, OH","fills":[{"candidate_id":"W500K-11915","name":"Ryan Hughes","reason":"Verified via SQL as a Warehouse Associate in Toledo, OH with availability 0.6174 (>0.5) and reliability 0.8329. Matches the single target requirement."}],"turns":3,"duration_secs":18.473,"pool_size":770,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (12 workers examined) · recurring certifications: OSHA-10 (67%) · recurring skills: overhead crane (42%), mill (42%) · archetype mostly: communicator · reliability median 0.96 (range 0.591.00)"}