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

3.7 KiB

Raw Blame History

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: 0 (baseline — no prior T3 history)

Events

At	Kind	Role / Count	Pool	Fills	Turns	Dur(s)	Gaps
08:00	baseline_fill	Warehouse Associate × 3	-	✗ 0	0	47.6	1
10:30	recurring	Machine Operator × 2	-	✗ 0	0	29.5	1
12:15	expansion	Forklift Operator × 5	687	✓ 5	6	22.0	4
14:00	emergency	Loader × 4	-	✗ 0	0	92.4	1
15:45	misplacement	Warehouse Associate × 1	-	✗ 0	0	100.9	1

Final roster

Worker	Booked	Role	City, ST	Status
undefined Matthew P. Garcia	12:15	Forklift Operator	Toledo, OH	confirmed
undefined Maria K. Cruz	12:15	Forklift Operator	Toledo, OH	confirmed
undefined Jennifer K. Robinson	12:15	Forklift Operator	Toledo, OH	confirmed
undefined Brenda Gutierrez	12:15	Forklift Operator	Toledo, OH	confirmed
undefined Nancy W. Ward	12:15	Forklift Operator	Toledo, OH	confirmed

Gap signals

drift_or_tool

08:00 — no consensus after 14 turns
10:30 — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search", "args":{"index_name":"workers_500k_v1","sql_filter":"role = 'Machine Operator' AND city = 'Toledo' AND state = 'OH' AND CAST(availability AS DOUBLE) > 0.5 AND playbook_citations > 0", "rationale":"Narrow down candidates to Machine Operators in Toledo, OH w
14:00 — no consensus after 14 turns
15:45 — no consensus after 14 turns

double_book

12:15 — undefined Maria K. Cruz already booked for 12:15
12:15 — undefined Jennifer K. Robinson already booked for 12:15
12:15 — undefined Brenda Gutierrez already booked for 12:15
12:15 — undefined Nancy W. Ward already booked for 12:15

fairness

cross-event — Matthew P. Garcia (undefined) booked 5 times today

write_through_audit

post-run — playbook_memory has 1164 entries (ran 5 events, expected ≥ 1 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-22375	Matthew P. Garcia	12:15 expansion	booked
W500K-19588	Maria K. Cruz	12:15 expansion	booked
W500K-37736	Jennifer K. Robinson	12:15 expansion	booked
W500K-3150	Brenda Gutierrez	12:15 expansion	booked
W500K-28024	Nancy W. Ward	12:15 expansion	booked

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): Across 25 similar past playbooks (6 workers examined) · recurring certifications: Forklift (67%), OSHA-10 (50%) · recurring skills: mill (50%), 6S (50%) · archetype mostly: leader · reliability median 0.83 (range 0.75–0.96)
14:00 emergency (Loader): —
15:45 misplacement (Warehouse Associate): —

Narrative

1/5 events reached consensus.
Final roster: 5 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: 08:00 baseline_fill, 10:30 recurring, 14:00 emergency, 15:45 misplacement.

3.7 KiB Raw Blame History Unescape Escape