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>
This commit is contained in:
root
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{"after_event":"12:15","event_kind":"expansion","ok":false,"model":"gpt-oss:20b","duration_secs":14.223,"hint":"(T3 unavailable)","risk":"generate returned empty text from gpt-oss:20b: {\"text\":\"\",\"model\":\"gpt-oss:20b\","}
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{"after_event":"15:45","event_kind":"misplacement","ok":false,"model":"gpt-oss:20b","duration_secs":15.447,"hint":"(T3 unavailable)","risk":"generate returned empty text from gpt-oss:20b: {\"text\":\"\",\"model\":\"gpt-oss:20b\","}
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{"at":"12:15","kind":"expansion","operation":"fill: Forklift Operator x5 in Toledo, OH","fills":[{"candidate_id":"W500K-22375","name":"Matthew P. Garcia","reason":"Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."},{"candidate_id":"W500K-19588","name":"Maria K. Cruz","reason":"Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."},{"candidate_id":"W500K-37736","name":"Jennifer K. Robinson","reason":"Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."},{"candidate_id":"W500K-3150","name":"Brenda Gutierrez","reason":"Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."},{"candidate_id":"W500K-28024","name":"Nancy W. Ward","reason":"Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."}],"turns":6,"duration_secs":21.998,"pool_size":687,"playbook_citations":[],"discovered_pattern":"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)"}
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# Client emails — Riverfront Steel, 2026-04-21
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## 12:15 expansion — Forklift Operator x5
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Subject: 5 Workers Confirmed
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Dear Riverfront Steel Team,
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We are pleased to confirm that we have filled all 5 positions for Forklift Operators as requested. The workers starting at 01:00 PM today are:
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- Matthew P. Garcia
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- Maria K. Cruz
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- Jennifer K. Robinson
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- Brenda Gutierrez
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- Nancy W. Ward
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This is in support of the new warehouse location opening, requiring a five-worker team.
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Best regards,
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Dispatch Team Lakehouse
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# Cross-day lesson — Riverfront Steel, 2026-04-21
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_Generated by `gpt-oss:20b` in 14.2s. Based on 5 events + 2 mid-day checkpoints._
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**
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Before any baseline, recurring, or emergency fill, query the pool size and turn count; missing data causes the job to fail. Replicate the expansion logic that pulls pool and turns for all event types. If the GPT‑OSS model is unavailable, switch to a local fallback or log a warning instead of returning empty risk text. Validate that gaps are accounted for before committing the fill to avoid single‑gap failures.
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[]
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# Scenario retrospective — Riverfront Steel, 2026-04-21
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Executor: `mistral:latest` Reviewer: `qwen2.5:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
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Prior lessons loaded into executor context: **0** (baseline — no prior T3 history)
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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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| 08:00 | baseline_fill | Warehouse Associate × 3 | - | ✗ 0 | 0 | 47.6 | 0 | 1 |
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| 10:30 | recurring | Machine Operator × 2 | - | ✗ 0 | 0 | 29.5 | 0 | 1 |
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| 12:15 | expansion | Forklift Operator × 5 | 687 | ✓ 5 | 6 | 22.0 | 0 | 4 |
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| 14:00 | emergency | Loader × 4 | - | ✗ 0 | 0 | 92.4 | 0 | 1 |
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| 15:45 | misplacement | Warehouse Associate × 1 | - | ✗ 0 | 0 | 100.9 | 0 | 1 |
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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 Matthew P. Garcia | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Maria K. Cruz | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Jennifer K. Robinson | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Brenda Gutierrez | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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| undefined Nancy W. Ward | 12:15 | Forklift Operator | Toledo, OH | confirmed |
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## Gap signals
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### drift_or_tool
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- **08:00** — no consensus after 14 turns
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- **10:30** — invalid JSON from executor: JSON Parse error: Expected '}' | raw: {"kind":"tool_call","tool":"hybrid_search",
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"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",
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"rationale":"Narrow down candidates to Machine Operators in Toledo, OH w
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- **14:00** — no consensus after 14 turns
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- **15:45** — no consensus after 14 turns
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### double_book
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- **12:15** — undefined Maria K. Cruz already booked for 12:15
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- **12:15** — undefined Jennifer K. Robinson already booked for 12:15
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- **12:15** — undefined Brenda Gutierrez already booked for 12:15
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- **12:15** — undefined Nancy W. Ward already booked for 12:15
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### fairness
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- _cross-event_ — Matthew P. Garcia (undefined) booked 5 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1164 entries (ran 5 events, expected ≥ 1 new entries from this run)
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## Workers touched across the week
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5 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-22375 | Matthew P. Garcia | 12:15 expansion | booked |
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| W500K-19588 | Maria K. Cruz | 12:15 expansion | booked |
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| W500K-37736 | Jennifer K. Robinson | 12:15 expansion | booked |
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| W500K-3150 | Brenda Gutierrez | 12:15 expansion | booked |
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| W500K-28024 | Nancy W. Ward | 12:15 expansion | booked |
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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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- **08:00 baseline_fill** (Warehouse Associate): —
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- **10:30 recurring** (Machine Operator): —
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- **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)
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- **14:00 emergency** (Loader): —
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- **15:45 misplacement** (Warehouse Associate): —
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## Narrative
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- 1/5 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): 5.
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- Playbook citations across the day: 0 (proof the feedback loop fired across events).
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- Dropped events: 08:00 baseline_fill, 10:30 recurring, 14:00 emergency, 15:45 misplacement.
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[
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{
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"event": {
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"kind": "baseline_fill",
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"at": "08:00",
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"role": "Warehouse Associate",
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"count": 3,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "08:00 AM",
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"scenario_note": "Regular Monday morning shift, 8-hour."
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 47.571,
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"error": "no consensus after 14 turns",
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"gap_signals": [
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"drift_or_tool: no consensus after 14 turns"
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]
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},
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{
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"event": {
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"kind": "recurring",
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"at": "10:30",
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"role": "Machine Operator",
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"count": 2,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "11:00 AM",
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"scenario_note": "Recurring Tuesday/Thursday slot — prior workers may still be available."
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 29.546,
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"error": "invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\n\"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\",\n\"rationale\":\"Narrow down candidates to Machine Operators in Toledo, OH w",
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"gap_signals": [
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"drift_or_tool: invalid JSON from executor: JSON Parse error: Expected '}' | raw: {\"kind\":\"tool_call\",\"tool\":\"hybrid_search\",\n\"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\",\n\"rationale\":\"Narrow down candidates to Machine Operators in Toledo, OH w"
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]
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},
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{
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"event": {
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"kind": "expansion",
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"at": "12:15",
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"role": "Forklift Operator",
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"count": 5,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "01:00 PM",
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"scenario_note": "New warehouse location opening, five-worker team needed."
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},
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"ok": true,
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"fills": [
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{
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"candidate_id": "W500K-22375",
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"name": "Matthew P. Garcia",
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"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
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},
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{
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"candidate_id": "W500K-19588",
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"name": "Maria K. Cruz",
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"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
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},
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{
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"candidate_id": "W500K-37736",
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"name": "Jennifer K. Robinson",
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"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
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},
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{
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"candidate_id": "W500K-3150",
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"name": "Brenda Gutierrez",
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"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
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},
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{
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"candidate_id": "W500K-28024",
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"name": "Nancy W. Ward",
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"reason": "Meets the criteria of being a Forklift Operator in Toledo, OH with availability and reliability above the specified thresholds."
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}
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],
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"turns": 6,
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"duration_secs": 21.998,
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"gap_signals": [
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"double_book: undefined Maria K. Cruz already booked for 12:15",
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"double_book: undefined Jennifer K. Robinson already booked for 12:15",
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"double_book: undefined Brenda Gutierrez already booked for 12:15",
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"double_book: undefined Nancy W. Ward already booked for 12:15"
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],
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"sources_first_score": 0.6336688,
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"sources_last_score": 0.55183524,
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"pool_size": 687,
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"playbook_citations": [],
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"discovered_pattern": "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)"
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},
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{
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"event": {
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"kind": "emergency",
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"at": "14:00",
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"role": "Loader",
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"count": 4,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "04:00 PM same day",
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"deadline": "16:00",
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"scenario_note": "Walkoff incident — replacement crew needed by 16:00 sharp."
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 92.425,
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"error": "no consensus after 14 turns",
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"gap_signals": [
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"drift_or_tool: no consensus after 14 turns"
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]
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},
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{
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"event": {
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"kind": "misplacement",
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"at": "15:45",
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"role": "Warehouse Associate",
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"count": 1,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "remainder of 08:00 shift",
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"scenario_note": "One worker from the 08:00 fill didn't show; rebuild the gap.",
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"replaces_event": "08:00"
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},
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"ok": false,
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"fills": [],
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"turns": 0,
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"duration_secs": 100.945,
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"error": "no consensus after 14 turns",
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"gap_signals": [
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"drift_or_tool: no consensus after 14 turns"
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]
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}
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]
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[
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{
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"name": "Matthew P. Garcia",
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"booked_for": "12:15",
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"role": "Forklift Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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},
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{
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"name": "Maria K. Cruz",
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"booked_for": "12:15",
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"role": "Forklift Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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},
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{
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"name": "Jennifer K. Robinson",
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"booked_for": "12:15",
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"role": "Forklift Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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},
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{
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"name": "Brenda Gutierrez",
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"booked_for": "12:15",
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"role": "Forklift Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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},
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{
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"name": "Nancy W. Ward",
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"booked_for": "12:15",
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"role": "Forklift Operator",
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"city": "Toledo",
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"state": "OH",
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"status": "confirmed"
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}
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]
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@@ -0,0 +1,26 @@
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# SMS drafts — Riverfront Steel, 2026-04-21
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## 12:15 expansion — Forklift Operator x5 in Toledo, OH
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TO: Matthew P. Garcia
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Confirming your shift as a Forklift Operator at Riverfront Steel's new warehouse in Toledo, OH starting 1:00 PM.
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---
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TO: Maria K. Cruz
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You're scheduled to start your shift at 1:00 PM today at our new warehouse location in Toledo, OH.
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---
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TO: Jennifer K. Robinson
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Confirming your shift as a Forklift Operator at Riverfront Steel's new warehouse opening in Toledo, OH starting 1:00 PM.
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---
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TO: Brenda Gutierrez
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Your shift starts at 1:00 PM today at our new warehouse location for Riverfront Steel in Toledo, OH.
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---
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TO: Nancy W. Ward
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Confirming your shift as a Forklift Operator at Riverfront Steel's new warehouse opening in Toledo, OH starting 1:00 PM.
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Reference in New Issue
Block a user