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":"08:30","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":13.303,"risk":"Packer Toledo drift risk","hint":"Check Packer's tool calibration and location accuracy in Toledo before scheduling to avoid drift errors."}
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{"at":"11:00","kind":"baseline_fill","operation":"fill: Assembler x3 in Toledo, OH","fills":[{"candidate_id":"W500K-42601","name":"Ivan N. Wilson"},{"candidate_id":"W500K-45498","name":"Michelle Y. Thompson"},{"candidate_id":"W500K-11873","name":"Paul Peterson"}],"turns":3,"duration_secs":25.919,"pool_size":876,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (21 workers examined) · recurring certifications: OSHA-10 (48%) · archetype mostly: communicator · reliability median 0.82 (range 0.59–1.00)"}
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{"at":"14:00","kind":"recurring","operation":"fill: Material Handler x1 in Toledo, OH","fills":[{"candidate_id":"W500K-34311","name":"Christine R. Jones"}],"turns":3,"duration_secs":15.163,"pool_size":1115,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (22 workers examined) · recurring certifications: OSHA-10 (45%) · archetype mostly: flexible · reliability median 0.82 (range 0.59–1.00)"}
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# Client emails — Riverfront Steel, 2026-04-28
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# Cross-day lesson — Riverfront Steel, 2026-04-28
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_Generated by `gpt-oss:20b` in 6.8s. Based on 3 events + 1 mid-day checkpoints._
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**
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Before scheduling a Packer in Toledo, confirm the tool calibration and verify the location accuracy to mitigate drift risk. Update the pool status immediately after baseline and recurring fills so the Packer has accurate data. Schedule the Packer only after the pool is refreshed to avoid misplacement failures. Double‑check the Packer’s tool settings in the system before the shift starts.
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[
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{
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"date": "2026-04-26",
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"client": "Apex Warehouse",
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"cities": "Cleveland",
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"states": "OH",
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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": "** \nWhen an expansion event is scheduled before a recurring event, always pre‑fetch the availability of every candidate slated for the recurring slot (e.g., Anna Rivera, Jack K. Ramirez, Thomas J. Lewis, Brenda A. Cox, Lisa O. Diaz) at the overlapping time. Verify that none of these candidates are already assigned to the expansion or any other role before committing them to the recurring slot. Adjust the expansion or recurring schedule if any overlap is detected, and keep the pool size and turns in mind to avoid overloading the same candidates. This prevents double‑booking and ensures a smooth fill.",
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"checkpoints": [
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{
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"after": "14:30",
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"risk": "Double-booking at 15:30",
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"hint": "Verify 15:30 slot for Anna Rivera, Jack K. Ramirez, Thomas J. Lewis, Brenda A. Cox, Lisa O. Diaz before assigning new roles."
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}
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],
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"created_at": "2026-04-21T01:48:13.293Z",
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"file": "2026-04-26_Apex_Warehouse_1776736093293.json"
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},
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{
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"date": "2026-04-25",
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"client": "Midway Distribution",
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"cities": "Columbus",
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"states": "OH",
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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 any expansion event, pull the current schedule for all workers you plan to assign—especially those recently filled in baseline events. Verify that none of those workers have overlapping shifts or pending assignments; if a conflict is found, reallocate or postpone the expansion. Also, run a quick validation of the scheduling script to catch artifact errors that could create duplicate entries before committing new assignments.",
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"checkpoints": [
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{
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"after": "13:00",
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"risk": "Risk of double booking existing workers",
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"hint": "Check schedule for Diane Y. Wilson, Tyler V. Cox, Karen Hernandez, Joshua Y. Price before assigning new shifts; resolve artifact error in scheduling script."
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}
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],
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"created_at": "2026-04-21T01:46:43.383Z",
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"file": "2026-04-25_Midway_Distribution_1776736003383.json"
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},
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{
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"date": "2026-04-23",
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"client": "Summit Industrial",
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"cities": "Cincinnati",
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"states": "OH",
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"events_total": 3,
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"events_ok": 3,
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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": "** \nWhen an emergency adds forklift operators, pull the full schedule for all forklift staff in the location before assigning. Verify that no one is already booked for another forklift shift—if Jacob Kelly or Matthew P. Jones appear twice, reassign or adjust the shift. Ensure the `f.reason.slice` logic is robust; catch any slice errors and default to a safe value. Update the pool count immediately after each assignment to keep data current. This prevents double‑booking and keeps the pool accurate.",
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"checkpoints": [
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{
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"after": "13:00",
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"risk": "Double-booking in Cincinnati forklift ops",
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"hint": "Check Jacob Kelly and Matthew P. Jones schedules; resolve f.reason.slice error."
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}
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],
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"created_at": "2026-04-21T01:44:52.190Z",
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"file": "2026-04-23_Summit_Industrial_1776735892190.json"
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}
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]
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# Scenario retrospective — Riverfront Steel, 2026-04-28
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Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
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Prior lessons loaded into executor context: **3** (from 2026-04-26, 2026-04-25, 2026-04-23)
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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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| 11:00 | baseline_fill | Assembler × 3 | 876 | ✓ 3 | 3 | 25.9 | 0 | 3 |
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| 14:00 | recurring | Material Handler × 1 | 1115 | ✓ 1 | 3 | 15.2 | 0 | 2 |
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| 08:30 | misplacement | Packer × 1 | - | ✗ 0 | 0 | 18.9 | 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 Ivan N. Wilson | 11:00 | Assembler | Toledo, OH | no_show |
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| undefined Michelle Y. Thompson | 11:00 | Assembler | Toledo, OH | confirmed |
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| undefined Paul Peterson | 11:00 | Assembler | Toledo, OH | confirmed |
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| undefined Christine R. Jones | 14:00 | Material Handler | Toledo, OH | confirmed |
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## Gap signals
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### double_book
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- **11:00** — undefined Michelle Y. Thompson already booked for 11:00
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- **11:00** — undefined Paul Peterson already booked for 11:00
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- **14:00** — undefined Christine R. Jones already booked for 11:00
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### artifact
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- **11:00** — undefined is not an object (evaluating 'f.reason.slice')
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- **14:00** — undefined is not an object (evaluating 'f.reason.slice')
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### drift_or_tool
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- **08:30** — aborted — 3 consecutive drift flags
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### fairness
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- _cross-event_ — Ivan N. Wilson (undefined) booked 3 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1535 entries (ran 3 events, expected ≥ 2 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-42601 | Ivan N. Wilson | 11:00 baseline_fill | booked |
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| W500K-45498 | Michelle Y. Thompson | 11:00 baseline_fill | booked |
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| W500K-11873 | Paul Peterson | 11:00 baseline_fill | booked |
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| 34311 | Christine R. Jones | 14:00 recurring | booked |
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| undefined | Ivan N. Wilson | 11:00 | 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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- **11:00 baseline_fill** (Assembler): Across 25 similar past playbooks (21 workers examined) · recurring certifications: OSHA-10 (48%) · archetype mostly: communicator · reliability median 0.82 (range 0.59–1.00)
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- **14:00 recurring** (Material Handler): Across 25 similar past playbooks (22 workers examined) · recurring certifications: OSHA-10 (45%) · archetype mostly: flexible · reliability median 0.82 (range 0.59–1.00)
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- **08:30 misplacement** (Packer): —
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## Narrative
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- 2/3 events reached consensus.
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- Final roster: 4 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: 08:30 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": "11:00",
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"role": "Assembler",
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"count": 3,
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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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},
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"ok": true,
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"fills": [
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{
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"candidate_id": "W500K-42601",
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"name": "Ivan N. Wilson"
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},
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{
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"candidate_id": "W500K-45498",
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"name": "Michelle Y. Thompson"
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},
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{
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"candidate_id": "W500K-11873",
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"name": "Paul Peterson"
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}
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],
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"turns": 3,
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"duration_secs": 25.919,
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"gap_signals": [
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"double_book: undefined Michelle Y. Thompson already booked for 11:00",
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"double_book: undefined Paul Peterson already booked for 11:00",
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"artifact: undefined is not an object (evaluating 'f.reason.slice')"
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],
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"sources_first_score": 0.6639516,
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"sources_last_score": 0.6089251,
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"pool_size": 876,
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"playbook_citations": [],
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"discovered_pattern": "Across 25 similar past playbooks (21 workers examined) · recurring certifications: OSHA-10 (48%) · archetype mostly: communicator · reliability median 0.82 (range 0.59–1.00)"
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},
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{
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"event": {
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"kind": "recurring",
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"at": "14:00",
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"role": "Material Handler",
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"count": 1,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "14:00 AM"
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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": "34311",
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"name": "Christine R. Jones"
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}
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],
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"turns": 3,
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"duration_secs": 15.163,
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"gap_signals": [
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"double_book: undefined Christine R. Jones already booked for 11:00",
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"artifact: undefined is not an object (evaluating 'f.reason.slice')"
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],
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"sources_first_score": 0.83508736,
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"sources_last_score": 0.7161169,
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"pool_size": 1115,
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"playbook_citations": [],
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"discovered_pattern": "Across 25 similar past playbooks (22 workers examined) · recurring certifications: OSHA-10 (45%) · archetype mostly: flexible · reliability median 0.82 (range 0.59–1.00)"
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},
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{
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"event": {
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"kind": "misplacement",
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"at": "08:30",
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"role": "Packer",
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"count": 1,
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"city": "Toledo",
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"state": "OH",
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"shift_start": "08:30 AM",
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"replaces_event": "11:00",
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"exclude_worker_ids": [
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null,
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null,
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null
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]
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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": 18.882,
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"error": "aborted — 3 consecutive drift flags",
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"gap_signals": [
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"drift_or_tool: aborted — 3 consecutive drift flags"
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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": "Ivan N. Wilson",
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"booked_for": "11:00",
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"role": "Assembler",
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"city": "Toledo",
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"state": "OH",
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"status": "no_show"
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},
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{
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"name": "Michelle Y. Thompson",
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"booked_for": "11:00",
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"role": "Assembler",
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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": "Paul Peterson",
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"booked_for": "11:00",
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"role": "Assembler",
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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": "Christine R. Jones",
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"booked_for": "14:00",
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"role": "Material Handler",
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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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# SMS drafts — Riverfront Steel, 2026-04-28
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Reference in New Issue
Block a user