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:
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{"after_event":"09:30","event_kind":"recurring","ok":true,"model":"gpt-oss:20b","duration_secs":15.906,"risk":"Joliet Packer drift risk","hint":"Recalibrate tools, review drift logs, and schedule refresher training for Packer in Joliet."}
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{"at":"10:00","kind":"baseline_fill","operation":"fill: Machine Operator x2 in Joliet, IL","fills":[{"candidate_id":"W500K-4383","name":"Priya Parker"},{"candidate_id":"W500K-36405","name":"Omar F. Wright"}],"turns":3,"duration_secs":22.868,"pool_size":987,"playbook_citations":["pb-seed-eb440d78f6598941"],"discovered_pattern":"Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)"}
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# Client emails — Parallel Machining, 2026-04-22
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# Cross-day lesson — Parallel Machining, 2026-04-22
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_Generated by `gpt-oss:20b` in 6.4s. Based on 2 events + 1 mid-day checkpoints._
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**
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Before any recurring Packer run in Joliet, verify tool calibration and review recent drift logs; if drift risk is detected, postpone the run until recalibration and refresher training are completed. Pre‑fetch updated pool data to avoid missing values that could cause failures. Log the calibration status and training completion in the system to trigger automatic risk alerts. If a run fails, immediately flag the drift risk and schedule corrective action before the next cycle.
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[]
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# Scenario retrospective — Parallel Machining, 2026-04-22
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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: **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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| 10:00 | baseline_fill | Machine Operator × 2 | 987 | ✓ 2 | 3 | 22.9 | 1 | 2 |
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| 09:30 | recurring | Packer × 2 | - | ✗ 0 | 0 | 19.9 | 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 Priya Parker | 10:00 | Machine Operator | Joliet, IL | confirmed |
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| undefined Omar F. Wright | 10:00 | Machine Operator | Joliet, IL | confirmed |
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## Gap signals
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### double_book
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- **10:00** — undefined Omar F. Wright already booked for 10:00
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### artifact
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- **10:00** — undefined is not an object (evaluating 'f.reason.slice')
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### drift_or_tool
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- **09:30** — aborted — 3 consecutive drift flags
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### fairness
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- _cross-event_ — Priya Parker (undefined) booked 2 times today
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### write_through_audit
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- _post-run_ — playbook_memory has 1526 entries (ran 2 events, expected ≥ 1 new entries from this run)
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## Workers touched across the week
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2 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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| 4383 | Priya Parker | 10:00 baseline_fill | booked |
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| 36405 | Omar F. Wright | 10:00 baseline_fill | 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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- **10:00 baseline_fill** (Machine Operator): Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (range 0.59–1.00)
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- **09:30 recurring** (Packer): —
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## Narrative
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- 1/2 events reached consensus.
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- Final roster: 2 bookings across 1 distinct workers.
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- Workers touched (booked, failed, or otherwise decided): 2.
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- Playbook citations across the day: 1 (proof the feedback loop fired across events).
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- Dropped events: 09:30 recurring.
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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": "10:00",
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"role": "Machine Operator",
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"count": 2,
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"city": "Joliet",
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"state": "IL",
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"shift_start": "10:00 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": "4383",
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"name": "Priya Parker"
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},
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{
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"candidate_id": "36405",
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"name": "Omar F. Wright"
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}
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],
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"turns": 3,
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"duration_secs": 22.868,
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"gap_signals": [
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"double_book: undefined Omar F. Wright already booked for 10:00",
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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": 0.7822654,
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"sources_last_score": 0.6476389,
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"pool_size": 987,
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"playbook_citations": [
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"pb-seed-eb440d78f6598941"
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],
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"discovered_pattern": "Across 25 similar past playbooks (17 workers examined) · recurring certifications: OSHA-10 (53%) · recurring skills: 6S (41%) · archetype mostly: communicator · reliability median 0.83 (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": "09:30",
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"role": "Packer",
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"count": 2,
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"city": "Joliet",
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"state": "IL",
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"shift_start": "09:30 AM"
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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": 19.928,
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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": "Priya Parker",
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"booked_for": "10:00",
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"role": "Machine 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": "Omar F. Wright",
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"booked_for": "10:00",
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"role": "Machine 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 — Parallel Machining, 2026-04-22
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