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`   Overview(T3): `gpt-oss:20b`
+Prior lessons loaded into executor context: **1** (from 2026-04-21)
+
+## Events
+
+| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
+|---|---|---|---|---|---|---|---|---|
+| 08:00 | baseline_fill | Warehouse Associate × 3 | - | ✗ 0 | 0 | 13.9 | 0 | 1 |
+| 10:30 | recurring | Machine Operator × 2 | - | ✗ 0 | 0 | 13.3 | 0 | 1 |
+| 12:15 | expansion | Forklift Operator × 5 | - | ✗ 0 | 0 | 30.7 | 0 | 1 |
+| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 23.1 | 0 | 1 |
+| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 51.1 | 0 | 1 |
+
+## Final roster
+
+| Worker | Booked | Role | City, ST | Status |
+|---|---|---|---|---|
+
+## Gap signals
+
+### drift_or_tool
+- **08:00** — invalid JSON from executor: JSON Parse error: Expected ']' | raw: {"kind":"plan","steps":["TOOL_CALL","hybrid_search({'index_name':'workers_500k_v1','sql_filter':'role = 'Warehouse Associate' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5','question':'reliable warehouse associate Toledo'})","TOOL_CALL","sql({'query':'SELECT worker_id,
+- **10:30** — invalid JSON from executor: JSON Parse error: Expected ']' | raw: {"kind":"plan","steps":["TOOL_CALL","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND playbook_citations > 0"},"rationale":"Narrow the search to recurring Machine Opera
+- **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': 'role = \'Forklift Operator\' AND city = \'Toledo\' AND state = \'OH\' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75', 'k': 10})",
+    "TOOL_CALL sql({'query'
+- **14:00** — aborted — 3 consecutive drift flags
+- **15:45** — no consensus after 14 turns
+
+### write_through_audit
+- _post-run_ — playbook_memory has 1164 entries (ran 5 events, expected ≥ 0 new entries from this run)
+
+## Workers touched across the week
+
+0 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 |
+|---|---|---|---|
+
+## Discovered patterns (meta-index)
+
+What the system identified across semantically-similar past fills as each event ran:
+
+- **08:00 baseline_fill** (Warehouse Associate): —
+- **10:30 recurring** (Machine Operator): —
+- **12:15 expansion** (Forklift Operator): —
+- **14:00 emergency** (Loader): —
+- **15:45 misplacement** (Warehouse Associate): —
+
+## Narrative
+
+- 0/5 events reached consensus.
+- Final roster: 0 bookings across 0 distinct workers.
+- Workers touched (booked, failed, or otherwise decided): 0.
+- Playbook citations across the day: 0 (proof the feedback loop fired across events).
+- Dropped events: 08:00 baseline_fill, 10:30 recurring, 12:15 expansion, 14:00 emergency, 15:45 misplacement.