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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Scenario retrospective — Midway Distribution, 2026-04-25

Executor: qwen3.5:latest Reviewer: qwen3:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:20b Prior lessons loaded into executor context: 3 (from 2026-04-23, 2026-04-23, 2026-04-22)

Events

At	Kind	Role / Count	Pool	Fills	Turns	Dur(s)	Cites	Gaps
09:30	baseline_fill	Forklift Operator × 1	1200	✓ 1	3	21.6	0	1
13:00	expansion	Assembler × 4	540	✓ 4	2	12.4	0	5

Final roster

Worker	Booked	Role	City, ST	Status
undefined Carlos White	09:30	Forklift Operator	Columbus, OH	confirmed
undefined Diane Y. Wilson	13:00	Assembler	Columbus, OH	confirmed
undefined Tyler V. Cox	13:00	Assembler	Columbus, OH	confirmed
undefined Karen Hernandez	13:00	Assembler	Columbus, OH	confirmed
undefined Joshua Y. Price	13:00	Assembler	Columbus, OH	confirmed

Gap signals

artifact

09:30 — undefined is not an object (evaluating 'f.reason.slice')
13:00 — undefined is not an object (evaluating 'f.reason.slice')

double_book

13:00 — undefined Diane Y. Wilson already booked for 09:30
13:00 — undefined Tyler V. Cox already booked for 09:30
13:00 — undefined Karen Hernandez already booked for 09:30
13:00 — undefined Joshua Y. Price already booked for 09:30

fairness

cross-event — Carlos White (undefined) booked 5 times today

write_through_audit

post-run — playbook_memory has 1531 entries (ran 2 events, expected ≥ 2 new entries from this run)

Workers touched across the week

5 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.

Worker ID	Name	Events	Outcome
13528	Carlos White	09:30 baseline_fill	booked
W500K-24724	Diane Y. Wilson	13:00 expansion	booked
W500K-28959	Tyler V. Cox	13:00 expansion	booked
W500K-4811	Karen Hernandez	13:00 expansion	booked
W500K-48462	Joshua Y. Price	13:00 expansion	booked

Discovered patterns (meta-index)

What the system identified across semantically-similar past fills as each event ran:

09:30 baseline_fill (Forklift Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: OSHA-10 (50%) · archetype mostly: flexible · reliability median 0.83 (range 0.59–1.00)
13:00 expansion (Assembler): Across 25 similar past playbooks (20 workers examined) · recurring certifications: OSHA-10 (50%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)

Narrative

2/2 events reached consensus.
Final roster: 5 bookings across 1 distinct workers.
Workers touched (booked, failed, or otherwise decided): 5.
Playbook citations across the day: 0 (proof the feedback loop fired across events).

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