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 — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-28
Executor: `qwen2.5:latest` Reviewer: `qwen2.5:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:120b`
Prior lessons loaded into executor context: **3** (from 2026-05-05, 2026-05-01, 2026-04-28)
## Events
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|---|---|---|---|---|---|---|---|---|
| 07:00 | baseline_fill | Welder × 4 | - | ✗ 0 | 0 | 11.2 | 0 | 1 |
| 08:30 | expansion | Packaging Operator × 6 | - | ✗ 0 | 0 | 8.1 | 0 | 1 |
| 09:00 | baseline_fill | Shipping Clerk × 2 | - | ✗ 0 | 0 | 6.4 | 0 | 1 |
| 13:00 | emergency | Welder × 2 | - | ✗ 0 | 0 | 10.7 | 0 | 1 |
| 15:30 | misplacement | Packaging Operator × 1 | - | ✗ 0 | 0 | 11.4 | 0 | 1 |
## Final roster
| Worker | Booked | Role | City, ST | Status |
|---|---|---|---|---|
## Gap signals
### drift_or_tool
- **07:00** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5","question":"Welder in Nashville, TN","k":40},"rationale":"Verify the top candidates from the previous search
- **08:30** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5 AND CAST(reliability AS DOUBLE) > 0.75","question":"packaging operator in Nashville, TN with high
- **09:00** — 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 = 'Shipping Clerk' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5","question":"shipping clerk Nashville, TN","k":40},"rationale":"Begin searching for candidates who ma
- **13:00** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"sql","args":{"query":"SELECT worker_id, name FROM workers_500k WHERE role = 'Welder' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.7 AND worker_id IN (16627, 17215)"},"rationale":"Verify the availability of the top two candidates before fina
- **15:30** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search","args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Packaging Operator' AND city = 'Nashville' AND state = 'TN' AND CAST(availability AS DOUBLE) > 0.5","question":"Packaging Operator in Nashville, TN","k":20},"rationale":"Continue searching for a s
### write_through_audit
- _post-run_ — playbook_memory has 1700 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:
- **07:00 baseline_fill** (Welder): —
- **08:30 expansion** (Packaging Operator): —
- **09:00 baseline_fill** (Shipping Clerk): —
- **13:00 emergency** (Welder): —
- **15:30 misplacement** (Packaging Operator): —
## 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: 07:00 baseline_fill, 08:30 expansion, 09:00 baseline_fill, 13:00 emergency, 15:30 misplacement.