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
@@ -0,0 +1,2 @@
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{"after_event":"12:30","event_kind":"expansion","ok":true,"model":"gpt-oss:120b","duration_secs":3.824,"risk":"Zero supply for Picker in Joliet","hint":"Pivot to Lockport, IL (≈12 mi) for Picker role – still within 50 mi bonus radius; run hybrid search with same filters there."}
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{"after_event":"15:00","event_kind":"misplacement","ok":true,"model":"gpt-oss:120b","duration_secs":6.673,"risk":"Double‑booking risk for Joshua Taylor","hint":"For the next Forklift Operator shift in Joliet, assign a different qualified worker (e.g., from pool) or pivot to Lockport, IL (≈12 mi) – still within 50 mi bonus radius – to prevent double‑booking."}
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{"at":"07:00","kind":"baseline_fill","operation":"fill: Warehouse Associate x5 in Joliet, IL","fills":[{"candidate_id":"W500K-16430","name":"Nathan Y. Miller"},{"candidate_id":"W500K-2245","name":"Andre Davis"},{"candidate_id":"W500K-23801","name":"Kelly L. Nelson"},{"candidate_id":"W500K-37707","name":"Mary H. King"},{"candidate_id":"W500K-23612","name":"Emily E. Powell"}],"turns":2,"duration_secs":16.442,"pool_size":821,"playbook_citations":["pb-seed-a116824f12fa2ee5"],"discovered_pattern":"Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)"}
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{"at":"10:00","kind":"recurring","operation":"fill: Forklift Operator x3 in Joliet, IL","fills":[{"candidate_id":"W500K-2372","name":"Joshua Taylor"},{"candidate_id":"W500K-46701","name":"Lauren F. Adams"},{"candidate_id":"W500K-41031","name":"Joyce D. Reyes"}],"turns":2,"duration_secs":14.888,"pool_size":1178,"playbook_citations":["pb-seed-e55b22922c0816f3"],"discovered_pattern":"Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)"}
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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":17.323,"pool_size":1178,"playbook_citations":["pb-seed-93fa5d957b98579e","pb-seed-e55b22922c0816f3"],"discovered_pattern":"Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)"}
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@@ -0,0 +1,67 @@
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# Client emails — Midway Distribution — Joliet DC Ramp, 2026-04-26
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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 Team,
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We are pleased to confirm that 5 of 5 requested Warehouse Associate positions have been filled by the following workers:
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- Nathan Y. Miller
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- Andre Davis
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- Kelly L. Nelson
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- Mary H. King
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- Emily E. Powell
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Shifts start at 07:00 AM. James Park will be managing this placement, with a contract deadline of May 12, 2026, and staff fill is preferred.
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Best regards,
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[Your Name]
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Lakehouse Dispatch
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## 10:00 recurring — Forklift Operator x3
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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 DC,
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We are pleased to confirm that we have filled all 3 positions as requested:
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- Forklift Operators:
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- Joshua Taylor
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- Lauren F. Adams
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- Joyce D. Reyes
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Shift starts at 10:00 PM.
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James Park will be on-site (mid, 14mo). Contract deadline is 2026-05-12; staff fill preferred.
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Best regards,
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Dispatch Team
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Lakehouse Example
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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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Hello,
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We have successfully 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 James Park (mid, 14mo). 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, 2026-04-26
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_Generated by `gpt-oss:120b` in 4.0s. Based on 4 events + 2 mid-day checkpoints._
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When an expansion request targets a role with no local candidates—as happened with the Picker shift in Joliet—immediately pivot to the nearest city with supply, Lockport, IL (≈12 mi, still within the 50‑mi bonus radius), and run a hybrid search there before any drift flags accrue. Pre‑load the Picker candidate pool for both Joliet and Lockport at the start of the day so the system can switch instantly without aborting the shift. Track each worker’s assignments in a real‑time ledger; this prevents double‑booking errors like the one flagged for Joshua Taylor on the Forklift Operator shift. Apply the same pre‑check for any future role expansions to keep fills on schedule and within budget.
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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": "2026-05-01",
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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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"date": "2026-04-24",
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"client": "Pioneer Assembly",
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"cities": "Chicago",
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"states": "IL",
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"events_total": 1,
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"events_ok": 0,
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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 initiating a baseline_fill for a new shift, run a quick tool‑accuracy audit and confirm all clerks have completed the latest training module. Allocate a sufficient pool of clerks and schedule a buffer shift load to avoid gaps; if the pool is empty, the baseline will fail immediately. After the fill, monitor for drift by comparing current performance metrics to the baseline and adjust shift assignments or retrain as needed. This proactive check prevents the “Receiving Clerk Chicago drift risk” and ensures a smooth start to the day.",
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"checkpoints": [
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{
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"after": "14:00",
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"risk": "Receiving Clerk Chicago drift risk",
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"hint": "Verify tool accuracy, retrain clerks, adjust shift load, and monitor drift in next shift."
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}
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],
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"created_at": "2026-04-21T01:45:42.165Z",
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"file": "2026-04-24_Pioneer_Assembly_1776735942165.json"
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}
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]
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# Scenario retrospective — Midway Distribution — Joliet DC Ramp, 2026-04-26
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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, 2026-05-01, 2026-04-24)
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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 | 16.4 | 1 | 4 |
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| 10:00 | recurring | Forklift Operator × 3 | 1178 | ✓ 3 | 2 | 14.9 | 1 | 3 |
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| 12:30 | expansion | Picker × 4 | - | ✗ 0 | 0 | 22.0 | 0 | 1 |
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| 15:00 | misplacement | Forklift Operator × 1 | 1178 | ✓ 1 | 3 | 17.3 | 2 | 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 Nathan Y. Miller | 07:00 | Warehouse Associate | Joliet, IL | no_show |
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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 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 Joshua Taylor | 10:00 | Forklift Operator | Joliet, IL | confirmed |
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| undefined Lauren F. Adams | 10:00 | Forklift Operator | Joliet, IL | confirmed |
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| undefined Joyce D. Reyes | 10:00 | Forklift Operator | 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 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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- **07:00** — undefined Mary H. King already booked for 07:00
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- **07:00** — undefined Emily E. Powell already booked for 07:00
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- **10:00** — undefined Joshua Taylor already booked for 07:00
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- **10:00** — undefined Lauren F. Adams already booked for 07:00
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- **10:00** — undefined Joyce D. Reyes 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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- **12:30** — aborted — 3 consecutive drift flags
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### fairness
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- _cross-event_ — Nathan Y. Miller (undefined) booked 8 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1594 entries (ran 4 events, expected ≥ 3 new entries from this run)
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## Workers touched across the week
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10 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-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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| 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-2372 | Joshua Taylor | 10:00 recurring | booked |
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| W500K-46701 | Lauren F. Adams | 10:00 recurring | booked |
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| W500K-41031 | Joyce D. Reyes | 10:00 recurring | booked |
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| 2372 | Joshua Taylor | 15:00 misplacement | booked |
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| undefined | Nathan Y. Miller | 07:00 | no_show |
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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 (30 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)
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- **10:00 recurring** (Forklift Operator): Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)
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- **12:30 expansion** (Picker): —
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- **15:00 misplacement** (Forklift Operator): Across 25 similar past playbooks (30 workers examined) · recurring certifications: OSHA-10 (43%) · archetype mostly: communicator · reliability median 0.77 (range 0.19–1.00)
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## Narrative
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- 3/4 events reached consensus.
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- Final roster: 9 bookings across 1 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 10.
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- Playbook citations across the day: 4 (proof the feedback loop fired across events).
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- Dropped events: 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": "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": "no_show"
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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": "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": "Joshua Taylor",
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"booked_for": "10:00",
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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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"name": "Lauren F. Adams",
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"booked_for": "10:00",
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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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"name": "Joyce D. Reyes",
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"booked_for": "10:00",
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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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"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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@@ -0,0 +1,46 @@
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# SMS drafts — Midway Distribution — Joliet DC Ramp, 2026-04-26
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## 07:00 baseline_fill — Warehouse Associate x5 in Joliet, IL
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TO: Nathan Y. Miller
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CONFIRMED: Shift at Joliet DC Ramp 07:00 AM. Thanks!
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---
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TO: Andre Davis
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Shift confirmed for Joliet DC Ramp at 07:00 AM. See you there!
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---
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TO: Kelly L. Nelson
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Morning shift at Joliet DC Ramp from 07:00 AM. Confirming.
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---
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TO: Mary H. King
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Confirming your shift starts at 07:00 AM today at Joliet DC Ramp.
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---
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TO: Emily E. Powell
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Shift confirmed for you starting at 07:00 AM, Joliet DC Ramp.
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## 10:00 recurring — Forklift Operator x3 in Joliet, IL
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TO: Joshua Taylor
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CONFIRM shift as forklift operator at Joliet DC Ramp starting 10PM tonight.
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---
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TO: Lauren F. Adams
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Shift confirmed as forklift operator at Joliet DC Ramp from 10PM.
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---
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TO: Joyce D. Reyes
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Shift confirmed for you as forklift operator at Joliet DC Ramp starting 10PM.
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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 at 15:00 PM. See you there! ---
|
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Reference in New Issue
Block a user