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>
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# Scenario retrospective — Riverfront Steel, 2026-05-07
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Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
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Prior lessons loaded into executor context: **3** (from 2026-04-28, 2026-04-26, 2026-04-25)
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## Events
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| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
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|---|---|---|---|---|---|---|---|---|
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| 12:00 | baseline_fill | Quality Tech × 3 | 692 | ✓ 3 | 3 | 24.1 | 1 | 3 |
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| 09:30 | recurring | Machine Operator × 1 | 974 | ✓ 1 | 4 | 22.2 | 0 | 2 |
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| 17:30 | emergency | Assembler × 3 | - | ✗ 0 | 0 | 17.4 | 0 | 1 |
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| 15:30 | misplacement | Material Handler × 1 | 1118 | ✓ 1 | 2 | 17.2 | 0 | 2 |
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## Final roster
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| Worker | Booked | Role | City, ST | Status |
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|---|---|---|---|---|
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| undefined Heather Martin | 12:00 | Quality Tech | Columbus, OH | no_show |
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| undefined Alexander P. Brown | 12:00 | Quality Tech | Columbus, OH | confirmed |
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| undefined Brenda Rivera | 12:00 | Quality Tech | Columbus, OH | confirmed |
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| undefined Anthony Jimenez | 09:30 | Machine Operator | Columbus, OH | confirmed |
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| undefined Jack Kim | 15:30 | Material Handler | Columbus, OH | confirmed |
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## Gap signals
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### double_book
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- **12:00** — undefined Alexander P. Brown already booked for 12:00
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- **12:00** — undefined Brenda Rivera already booked for 12:00
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- **09:30** — undefined Anthony Jimenez already booked for 12:00
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- **15:30** — undefined Jack Kim already booked for 12:00
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### artifact
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- **12:00** — undefined is not an object (evaluating 'f.reason.slice')
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- **09:30** — undefined is not an object (evaluating 'f.reason.slice')
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- **15:30** — undefined is not an object (evaluating 'f.reason.slice')
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### drift_or_tool
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- **17:30** — invalid JSON from executor: JSON Parse error: Unable to parse JSON string | raw: {"kind":"tool_call","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Assembler' AND city = 'Columbus' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.7","question":"emergency Assembler Columbus OH","k":15},"rationale":"Execute hybrid_search FIRST as per canon
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### fairness
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- _cross-event_ — Heather Martin (undefined) booked 4 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1553 entries (ran 4 events, expected ≥ 3 new entries from this run)
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## Workers touched across the week
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6 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
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| Worker ID | Name | Events | Outcome |
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|---|---|---|---|
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| W500K-12576 | Heather Martin | 12:00 baseline_fill | booked |
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| W500K-36259 | Alexander P. Brown | 12:00 baseline_fill | booked |
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| W500K-7305 | Brenda Rivera | 12:00 baseline_fill | booked |
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| 3223 | Anthony Jimenez | 09:30 recurring | booked |
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| W500K-2115 | Jack Kim | 15:30 misplacement | booked |
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| undefined | Heather Martin | 12:00 | no_show |
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## Discovered patterns (meta-index)
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What the system identified across semantically-similar past fills as each event ran:
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- **12:00 baseline_fill** (Quality Tech): Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: overhead crane (43%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
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- **09:30 recurring** (Machine Operator): Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: overhead crane (43%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
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- **17:30 emergency** (Assembler): —
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- **15:30 misplacement** (Material Handler): Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: overhead crane (40%) · archetype mostly: communicator · reliability median 0.79 (range 0.19–1.00)
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## Narrative
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- 3/4 events reached consensus.
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- Final roster: 5 bookings across 1 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 6.
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- Playbook citations across the day: 1 (proof the feedback loop fired across events).
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- Dropped events: 17:30 emergency.
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