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":"12:30","event_kind":"expansion","ok":true,"model":"gpt-oss:120b","duration_secs":3.596,"risk":"Zero supply for Picker in Joliet","hint":"Pivot to Chicago, IL (~30 mi) or Naperville, IL (~25 mi) for Picker candidates—both within the 50 mi bonus radius—then re‑run the search with the same availability/reliability filters."}
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{"after_event":"15:00","event_kind":"misplacement","ok":true,"model":"gpt-oss:120b","duration_secs":7.318,"risk":"Potential double-booking of Joshua Taylor","hint":"Assign a different Forklift Operator for Joliet; avoid Joshua Taylor. If needed, pivot to Aurora, IL (≈45 mi) — still within the $3/hr local bonus radius."}
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{"at":"07:00","kind":"baseline_fill","operation":"fill: Warehouse Associate x5 in Joliet, IL","fills":[{"candidate_id":"W500K-37707","name":"Mary H. King"},{"candidate_id":"W500K-23612","name":"Emily E. Powell"},{"candidate_id":"W500K-16430","name":"Nathan Y. Miller"},{"candidate_id":"W500K-2245","name":"Andre Davis"},{"candidate_id":"W500K-23801","name":"Kelly L. Nelson"}],"turns":2,"duration_secs":15.347,"pool_size":821,"playbook_citations":["pb-seed-a116824f12fa2ee5","pb-seed-ba104004bb100817","pb-seed-bbd4783818e567a2","pb-seed-7aae025ec2f613a2"],"discovered_pattern":"Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.34–1.00)"}
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{"at":"15:00","kind":"misplacement","operation":"fill: Forklift Operator x1 in Joliet, IL","fills":[{"candidate_id":"W500K-2372","name":"Joshua Taylor"}],"turns":3,"duration_secs":16.409,"pool_size":1178,"playbook_citations":["pb-seed-93fa5d957b98579e","pb-seed-8e5b7de2ee2e9c43","pb-seed-418fc3b2153d74de","pb-seed-e55b22922c0816f3","pb-seed-d0c65db6bf9b389b","pb-seed-b7e7ccbc68c01017","pb-seed-66c4e94f91c94e1a"],"discovered_pattern":"Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)"}
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# Client emails — Midway Distribution — Joliet DC Ramp, 2026-04-23
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## 07:00 baseline_fill — Warehouse Associate x5
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To: staffing@midwaydistribution—jolietdcramp.example
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From: dispatch@lakehouse.example
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Subject: Confirmed Fill
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Dear Midway Distribution Joliet DCRAMP Team,
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We are pleased to confirm that we have filled all 5 positions with the following Warehouse Associates starting at 07:00 AM: Mary H. King, Emily E. Powell, Nathan Y. Miller, Andre Davis, and Kelly L. Nelson. This fill is staffed by Maria Chen (senior, 48mo). Please note that her contract deadline is 12 May 2026, and we prefer to maintain this staffing scenario.
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Best regards,
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[Your Name]
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Lakehouse Dispatch
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## 15:00 misplacement — Forklift Operator x1
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To: staffing@midwaydistribution—jolietdcramp.example
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From: dispatch@lakehouse.example
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Subject: Confirmed
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Dear Midway Distribution Joliet DCRAMP Team,
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I am pleased to confirm that we have filled 1 position as requested:
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- Forklift Operator: Joshua Taylor
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Shift starts at 15:00 PM
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Staffed by Maria Chen (senior, 48mo). Contract deadline is 2026-05-12, fill preferred.
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Best regards,
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[Your Name]
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Lakehouse Dispatch
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# Cross-day lesson — Midway Distribution — Joliet DC Ramp, 2026-04-23
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_Generated by `gpt-oss:120b` in 5.8s. Based on 4 events + 2 mid-day checkpoints._
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Joliet showed zero supply for Picker roles; before launching an expansion search, pre‑check the Picker pool and immediately pivot to Chicago, IL (≈30 mi) or Naperville, IL (≈25 mi), both within the 50‑mi bonus radius, to meet the 4‑person need. Also, verify candidate availability for Forklift Operator slots to avoid double‑booking (e.g., Joshua Taylor) by cross‑referencing the current assignment list before confirming a fill. Finally, cache each city’s pool sizes at the start of the run to prevent JSON parsing errors and drift flags.
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[
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{
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"date": "2026-05-10",
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"client": "Midway Distribution",
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"cities": "Chicago",
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"states": "IL",
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"events_total": 3,
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"events_ok": 2,
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"checkpoint_count": 1,
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"model": "gpt-oss:20b",
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"cloud": false,
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"lesson": "** \nBefore assigning a Packer to Chicago, verify the candidate’s current assignment and cross‑check drift logs for recent misplacements. Pre‑calibrate packing tools and load a backup Packer into the pool to avoid a single point of failure. If a drift risk is flagged, immediately relocate the Packer or switch to a verified alternate. Keep the pool count updated and ensure it matches the required number of roles before each event.",
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"checkpoints": [
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{
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"after": "09:30",
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"risk": "Packer drift risk persists",
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"hint": "Verify Packer's Chicago assignment, review drift logs, recalibrate tools, and consider temporary relocation."
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}
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],
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"created_at": "2026-04-21T02:14:12.176Z",
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"file": "2026-05-10_Midway_Distribution_1776737652176.json"
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},
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{
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"date": "2026-05-02",
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"client": "Midway Distribution — Joliet DC Ramp",
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"cities": "Joliet",
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"states": "IL",
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"events_total": 4,
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"events_ok": 3,
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"checkpoint_count": 2,
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"model": "gpt-oss:120b",
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"cloud": true,
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"lesson": "When an expansion request for Pickers in Joliet hits a [ZERO‑SUPPLY] flag, immediately pivot to Crest Hill, IL (≈10 mi) – the corpus shows a pool of > 500 qualified Pickers there and it stays within the 50‑mi bonus radius. Before the shift starts, pull a shortlist of at least 4 Crest Hill candidates and lock them in, keeping the Joliet pool as a secondary fallback only for Warehouse Associates. Also verify each candidate’s existing assignments to prevent double‑booking (e.g., Joshua Taylor) before confirming any fill. If Crest Hill still lacks enough workers, broaden the search to nearby Chicago (≈45 mi) while staying within the local bonus zone.",
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"checkpoints": [
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{
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"after": "12:30",
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"risk": "Zero supply for Picker in Joliet",
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"hint": "Pivot to Crest Hill, IL (≈10 mi) for Picker; pool likely >500. If still insufficient, broaden to Warehouse Associate in Joliet."
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},
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{
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"after": "15:00",
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"risk": "Potential double‑booking of Joshua Taylor",
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"hint": "For the next Forklift Operator shift in Joliet, select a different qualified candidate from the pool; if none, pivot to Chicago, IL (≈45 mi) to remain within the 50 mi bonus radius."
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}
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],
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"created_at": "2026-04-21T03:42:33.094Z",
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"file": "2026-05-02_Midway_Distribution_—_Joliet_DC_Ramp_1776742953094.json"
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},
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{
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"date": "2026-05-01",
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"client": "Northland Logistics",
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"cities": "Chicago",
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"states": "IL",
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"events_total": 2,
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"events_ok": 2,
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"checkpoint_count": 1,
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"model": "gpt-oss:20b",
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"cloud": false,
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"lesson": "** \nBefore assigning the 15:00 baseline_fill, pre‑fetch the list of workers already allocated at 10:00 and cross‑check each candidate’s schedule to avoid double booking. Verify that every worker’s artifact includes a valid `f.reason` before finalizing the assignment. This ensures overlapping shifts are caught early and reduces rework.",
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"checkpoints": [
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{
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"after": "10:00",
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"risk": "Double booking of scheduled workers",
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"hint": "Verify each worker's schedule before assigning to 15:00; handle artifact errors by ensuring f.reason exists."
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}
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],
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"created_at": "2026-04-21T01:57:42.670Z",
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"file": "2026-05-01_Northland_Logistics_1776736662670.json"
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}
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]
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# Scenario retrospective — Midway Distribution — Joliet DC Ramp, 2026-04-23
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Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:120b (cloud)`
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Prior lessons loaded into executor context: **3** (from 2026-05-10, 2026-05-02, 2026-05-01)
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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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| 07:00 | baseline_fill | Warehouse Associate × 5 | 821 | ✓ 5 | 2 | 15.3 | 4 | 4 |
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| 10:00 | recurring | Forklift Operator × 3 | - | ✗ 0 | 0 | 15.7 | 0 | 1 |
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| 12:30 | expansion | Picker × 4 | - | ✗ 0 | 0 | 25.3 | 0 | 1 |
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| 15:00 | misplacement | Forklift Operator × 1 | 1178 | ✓ 1 | 3 | 16.4 | 7 | 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 Mary H. King | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
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| undefined Emily E. Powell | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
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| undefined Nathan Y. Miller | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
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| undefined Andre Davis | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
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| undefined Kelly L. Nelson | 07:00 | Warehouse Associate | Joliet, IL | confirmed |
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| undefined Joshua Taylor | 15:00 | Forklift Operator | Joliet, IL | confirmed |
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## Gap signals
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### double_book
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- **07:00** — undefined Emily E. Powell already booked for 07:00
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- **07:00** — undefined Nathan Y. Miller already booked for 07:00
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- **07:00** — undefined Andre Davis already booked for 07:00
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- **07:00** — undefined Kelly L. Nelson already booked for 07:00
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- **15:00** — undefined Joshua Taylor already booked for 07:00
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### drift_or_tool
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- **10:00** — 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 = 'Forklift Operator' AND city = 'Joliet' AND state = 'IL' AND CAST(availability AS DOUBLE) > 0.5","question":"recurring forklift operator Joliet IL","k":15},"rationale":"Execute the canonical hybrid
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- **12:30** — aborted — 3 consecutive drift flags
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### fairness
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- _cross-event_ — Mary H. King (undefined) booked 6 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1632 entries (ran 4 events, expected ≥ 2 new entries from this run)
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## Workers touched across the week
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6 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-37707 | Mary H. King | 07:00 baseline_fill | booked |
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| W500K-23612 | Emily E. Powell | 07:00 baseline_fill | booked |
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| W500K-16430 | Nathan Y. Miller | 07:00 baseline_fill | booked |
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| W500K-2245 | Andre Davis | 07:00 baseline_fill | booked |
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| W500K-23801 | Kelly L. Nelson | 07:00 baseline_fill | booked |
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| 2372 | Joshua Taylor | 15:00 misplacement | 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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- **07:00 baseline_fill** (Warehouse Associate): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.34–1.00)
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- **10:00 recurring** (Forklift Operator): —
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- **12:30 expansion** (Picker): —
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- **15:00 misplacement** (Forklift Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
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## Narrative
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- 2/4 events reached consensus.
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- Final roster: 6 bookings across 1 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 6.
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- Playbook citations across the day: 11 (proof the feedback loop fired across events).
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- Dropped events: 10:00 recurring, 12:30 expansion.
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File diff suppressed because it is too large
Load Diff
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[
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{
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"name": "Mary H. King",
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"booked_for": "07:00",
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"role": "Warehouse Associate",
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"city": "Joliet",
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"state": "IL",
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"status": "confirmed"
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},
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{
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"name": "Emily E. Powell",
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"booked_for": "07:00",
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"role": "Warehouse Associate",
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"city": "Joliet",
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"state": "IL",
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"status": "confirmed"
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},
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{
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"name": "Nathan Y. Miller",
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"booked_for": "07:00",
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"role": "Warehouse Associate",
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"city": "Joliet",
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"state": "IL",
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"status": "confirmed"
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},
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{
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"name": "Andre Davis",
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"booked_for": "07:00",
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"role": "Warehouse Associate",
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"city": "Joliet",
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"state": "IL",
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"status": "confirmed"
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},
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{
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"name": "Kelly L. Nelson",
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"booked_for": "07:00",
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"role": "Warehouse Associate",
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"city": "Joliet",
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"state": "IL",
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"status": "confirmed"
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},
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{
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"name": "Joshua Taylor",
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"booked_for": "15:00",
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"role": "Forklift Operator",
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"city": "Joliet",
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"state": "IL",
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"status": "confirmed"
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}
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]
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# SMS drafts — Midway Distribution — Joliet DC Ramp, 2026-04-23
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## 07:00 baseline_fill — Warehouse Associate x5 in Joliet, IL
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TO: Mary H. King
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CONFIRMED for 7AM shift at Joliet DC Ramp. Looking forward to seeing you there!
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---
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TO: Emily E. Powell
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Morning shift confirmed at Joliet DC Ramp. See you then!
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---
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TO: Nathan Y. Miller
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Good morning, Nathan! Confirmed for the 7AM shift.
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---
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TO: Andre Davis
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Shift confirmed at 7AM for Joliet DC Ramp. Looking forward to it!
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---
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TO: Kelly L. Nelson
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Morning shift confirmed at Joliet DC Ramp. See you there!
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## 15:00 misplacement — Forklift Operator x1 in Joliet, IL
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TO: Joshua Taylor
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Confirming your shift as a Forklift Operator at Midway Distribution Joliet DC Ramp starting 15:00 PM. Looking forward to your contribution! ---
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