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 — Riverfront Steel, 2026-04-28

Executor: qwen3.5:latest Reviewer: qwen3:latest Draft: qwen2.5:latest Overview(T3): gpt-oss:20b Prior lessons loaded into executor context: 3 (from 2026-04-26, 2026-04-25, 2026-04-23)

Events

At	Kind	Role / Count	Pool	Fills	Turns	Dur(s)	Gaps
11:00	baseline_fill	Assembler × 3	876	✓ 3	3	25.9	3
14:00	recurring	Material Handler × 1	1115	✓ 1	3	15.2	2
08:30	misplacement	Packer × 1	-	✗ 0	0	18.9	1

Final roster

Worker	Booked	Role	City, ST	Status
undefined Ivan N. Wilson	11:00	Assembler	Toledo, OH	no_show
undefined Michelle Y. Thompson	11:00	Assembler	Toledo, OH	confirmed
undefined Paul Peterson	11:00	Assembler	Toledo, OH	confirmed
undefined Christine R. Jones	14:00	Material Handler	Toledo, OH	confirmed

Gap signals

double_book

11:00 — undefined Michelle Y. Thompson already booked for 11:00
11:00 — undefined Paul Peterson already booked for 11:00
14:00 — undefined Christine R. Jones already booked for 11:00

artifact

11:00 — undefined is not an object (evaluating 'f.reason.slice')
14:00 — undefined is not an object (evaluating 'f.reason.slice')

drift_or_tool

08:30 — aborted — 3 consecutive drift flags

fairness

cross-event — Ivan N. Wilson (undefined) booked 3 times today

write_through_audit

post-run — playbook_memory has 1535 entries (ran 3 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
W500K-42601	Ivan N. Wilson	11:00 baseline_fill	booked
W500K-45498	Michelle Y. Thompson	11:00 baseline_fill	booked
W500K-11873	Paul Peterson	11:00 baseline_fill	booked
34311	Christine R. Jones	14:00 recurring	booked
undefined	Ivan N. Wilson	11:00	no_show

Discovered patterns (meta-index)

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

11:00 baseline_fill (Assembler): Across 25 similar past playbooks (21 workers examined) · recurring certifications: OSHA-10 (48%) · archetype mostly: communicator · reliability median 0.82 (range 0.59–1.00)
14:00 recurring (Material Handler): Across 25 similar past playbooks (22 workers examined) · recurring certifications: OSHA-10 (45%) · archetype mostly: flexible · reliability median 0.82 (range 0.59–1.00)
08:30 misplacement (Packer): —

Narrative

2/3 events reached consensus.
Final roster: 4 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).
Dropped events: 08:30 misplacement.

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