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, 2026-04-21
+
+Executor: `mistral:latest`   Reviewer: `qwen2.5:latest`   Draft: `qwen2.5:latest`
+
+## Events
+
+| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
+|---|---|---|---|---|---|---|---|---|
+| 08:00 | baseline_fill | Warehouse Associate × 3 | 770 | ✓ 3 | 7 | 20.1 | 0 | 2 |
+| 10:30 | recurring | Machine Operator × 2 | 997 | ✓ 2 | 5 | 17.4 | 0 | 2 |
+| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 46.4 | 0 | 1 |
+| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 54.1 | 0 | 1 |
+| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 59.6 | 0 | 1 |
+
+## Final roster
+
+| Worker | Booked | Role | City, ST | Status |
+|---|---|---|---|---|
+| undefined Christopher Y. Phillips | 08:00 | Warehouse Associate | Toledo, OH | no_show |
+| undefined Janet E. Hill | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
+| undefined Fatima U. Rivera | 08:00 | Warehouse Associate | Toledo, OH | confirmed |
+| undefined Carmen Z. Rodriguez | 10:30 | Machine Operator | Toledo, OH | confirmed |
+| undefined Robert W. Gonzalez | 10:30 | Machine Operator | Toledo, OH | confirmed |
+
+## Gap signals
+
+### double_book
+- **08:00** — undefined Janet E. Hill already booked for 08:00
+- **08:00** — undefined Fatima U. Rivera already booked for 08:00
+- **10:30** — undefined Carmen Z. Rodriguez already booked for 08:00
+- **10:30** — undefined Robert W. Gonzalez already booked for 08:00
+
+### drift_or_tool
+- **12:15** — invalid JSON from executor: JSON Parse error: Invalid escape character ' | raw: {"kind":"plan", "steps":["TOOL_CALL hybrid_search({'index_name':'workers_500k_v1', 'sql_filter':'LOWER(role) LIKE '%forklift%' AND city = \'Toledo\' AND state = \'OH\' AND availability > CAST(0.5 AS DOUBLE) AND reliability > CAST(0.75 AS DOUBLE)', 'question':'reliable forklift operators in Toledo, O
+- **14:00** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search",
+"args":{"index_name":"workers_500k_v1","sql_filter":"LOWER(role) LIKE '%loader%' AND city = 'Toledo' AND state = 'OH' AND availability > CAST(0.7 AS DOUBLE) AND worker_id NOT IN ('W500K-4321', 'W500K-8963', 'W500K-2345', 'W500K-6789', 'W500K-9876') AND wor
+- **15:45** — no consensus after 14 turns
+
+### fairness
+- _cross-event_ — Christopher Y. Phillips (undefined) booked 4 times today
+
+### write_through_audit
+- _post-run_ — playbook_memory has 165 entries (ran 5 events, expected ≥ 2 new entries from this run)
+
+## Workers touched across the week
+
+6 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-49164 | Christopher Y. Phillips | 08:00 baseline_fill | booked |
+| W500K-40928 | Janet E. Hill | 08:00 baseline_fill | booked |
+| W500K-34704 | Fatima U. Rivera | 08:00 baseline_fill | booked |
+| W500K-19759 | Carmen Z. Rodriguez | 10:30 recurring | booked |
+| W500K-29298 | Robert W. Gonzalez | 10:30 recurring | booked |
+| undefined | Christopher Y. Phillips | 08:00 | no_show |
+
+## Discovered patterns (meta-index)
+
+What the system identified across semantically-similar past fills as each event ran:
+
+- **08:00 baseline_fill** (Warehouse Associate): Across 25 similar past playbooks (8 workers examined) · archetype mostly: reliable · reliability median 0.80 (range 0.66–0.96)
+- **10:30 recurring** (Machine Operator): Across 25 similar past playbooks (8 workers examined) · archetype mostly: reliable · reliability median 0.80 (range 0.66–0.96)
+- **12:15 expansion** (Forklift Operator): —
+- **14:00 emergency** (Loader): —
+- **15:45 misplacement** (Warehouse Associate): —
+
+## Narrative
+
+- 2/5 events reached consensus.
+- Final roster: 5 bookings across 1 distinct workers.
+- Workers touched (booked, failed, or otherwise decided): 6.
+- Playbook citations across the day: 0 (proof the feedback loop fired across events).
+- Dropped events: 12:15 expansion, 14:00 emergency, 15:45 misplacement.