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 @@
|
||||
{"after_event":"09:30","event_kind":"expansion","ok":true,"model":"gpt-oss:20b","duration_secs":13.335,"risk":"Packer drift risk in Indianapolis","hint":"Verify tool calibration and drift thresholds before next Packer expansion in Indianapolis."}
|
||||
{"after_event":"12:00","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":14.708,"risk":"Susan X. Ruiz double-booked","hint":"Verify Susan X. Ruiz’s schedule before assigning; ensure no overlapping shifts; update booking system to flag conflicts."}
|
||||
@@ -0,0 +1,3 @@
|
||||
{"at":"10:30","kind":"baseline_fill","operation":"fill: Machine Operator x2 in Indianapolis, IN","fills":[{"candidate_id":"W500K-18400","name":"Amy S. Jenkins"},{"candidate_id":"W500K-6479","name":"Christina Watson"}],"turns":2,"duration_secs":20.828,"pool_size":988,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)"}
|
||||
{"at":"14:30","kind":"emergency","operation":"fill: Assembler x4 in Indianapolis, IN","fills":[{"candidate_id":"W500K-21258","name":"Katherine Q. Gutierrez"},{"candidate_id":"W500K-38390","name":"Gary O. Stewart"},{"candidate_id":"W500K-26653","name":"Dorothy D. Lewis"},{"candidate_id":"W500K-41683","name":"Lauren F. Moore"}],"turns":2,"duration_secs":19.371,"pool_size":571,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (14 workers examined) · recurring certifications: OSHA-10 (64%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)"}
|
||||
{"at":"12:00","kind":"misplacement","operation":"fill: Warehouse Associate x1 in Indianapolis, IN","fills":[{"candidate_id":"W500K-33537","name":"Susan X. Ruiz"}],"turns":3,"duration_secs":15.042,"pool_size":841,"playbook_citations":[],"discovered_pattern":"Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)"}
|
||||
@@ -0,0 +1 @@
|
||||
# Client emails — Heritage Foods, 2026-04-21
|
||||
@@ -0,0 +1,6 @@
|
||||
# Cross-day lesson — Heritage Foods, 2026-04-21
|
||||
|
||||
_Generated by `gpt-oss:20b` in 5.6s. Based on 5 events + 2 mid-day checkpoints._
|
||||
|
||||
**
|
||||
Before starting any expansion or recurring fill, verify the candidate pool size and skill availability; if the pool is unknown or insufficient, postpone the run. For Packer roles, perform a quick tool calibration check and confirm drift thresholds to avoid drift risk. Always cross‑check each candidate’s calendar—especially high‑volume staff like Susan X. Ruiz—to prevent double bookings. Update the booking system to flag conflicts automatically. These steps will reduce failures and keep the schedule on track.
|
||||
@@ -0,0 +1 @@
|
||||
[]
|
||||
@@ -0,0 +1,84 @@
|
||||
# Scenario retrospective — Heritage Foods, 2026-04-21
|
||||
|
||||
Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
|
||||
Prior lessons loaded into executor context: **0** (baseline — no prior T3 history)
|
||||
|
||||
## Events
|
||||
|
||||
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|
||||
|---|---|---|---|---|---|---|---|---|
|
||||
| 10:30 | baseline_fill | Machine Operator × 2 | 988 | ✓ 2 | 2 | 20.8 | 0 | 2 |
|
||||
| 10:00 | recurring | Receiving Clerk × 1 | - | ✗ 0 | 0 | 18.2 | 0 | 1 |
|
||||
| 09:30 | expansion | Packer × 3 | - | ✗ 0 | 0 | 18.5 | 0 | 1 |
|
||||
| 14:30 | emergency | Assembler × 4 | 571 | ✓ 4 | 2 | 19.4 | 0 | 5 |
|
||||
| 12:00 | misplacement | Warehouse Associate × 1 | 841 | ✓ 1 | 3 | 15.0 | 0 | 2 |
|
||||
|
||||
## Final roster
|
||||
|
||||
| Worker | Booked | Role | City, ST | Status |
|
||||
|---|---|---|---|---|
|
||||
| undefined Amy S. Jenkins | 10:30 | Machine Operator | Indianapolis, IN | no_show |
|
||||
| undefined Christina Watson | 10:30 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Katherine Q. Gutierrez | 14:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Gary O. Stewart | 14:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Dorothy D. Lewis | 14:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Lauren F. Moore | 14:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Susan X. Ruiz | 12:00 | Warehouse Associate | Indianapolis, IN | confirmed |
|
||||
|
||||
## Gap signals
|
||||
|
||||
### double_book
|
||||
- **10:30** — undefined Christina Watson already booked for 10:30
|
||||
- **14:30** — undefined Katherine Q. Gutierrez already booked for 10:30
|
||||
- **14:30** — undefined Gary O. Stewart already booked for 10:30
|
||||
- **14:30** — undefined Dorothy D. Lewis already booked for 10:30
|
||||
- **14:30** — undefined Lauren F. Moore already booked for 10:30
|
||||
- **12:00** — undefined Susan X. Ruiz already booked for 10:30
|
||||
|
||||
### artifact
|
||||
- **10:30** — undefined is not an object (evaluating 'f.reason.slice')
|
||||
- **14:30** — undefined is not an object (evaluating 'f.reason.slice')
|
||||
- **12:00** — undefined is not an object (evaluating 'f.reason.slice')
|
||||
|
||||
### drift_or_tool
|
||||
- **10:00** — aborted — 3 consecutive drift flags
|
||||
- **09:30** — aborted — 3 consecutive drift flags
|
||||
|
||||
### fairness
|
||||
- _cross-event_ — Amy S. Jenkins (undefined) booked 6 times today
|
||||
|
||||
### write_through_audit
|
||||
- _post-run_ — playbook_memory has 1485 entries (ran 5 events, expected ≥ 3 new entries from this run)
|
||||
|
||||
## Workers touched across the week
|
||||
|
||||
8 distinct workers made it through to a decision. Every one is accounted for below — no-shows flagged, rebookings noted, everyone visible.
|
||||
|
||||
| Worker ID | Name | Events | Outcome |
|
||||
|---|---|---|---|
|
||||
| W500K-18400 | Amy S. Jenkins | 10:30 baseline_fill | booked |
|
||||
| W500K-6479 | Christina Watson | 10:30 baseline_fill | booked |
|
||||
| W500K-21258 | Katherine Q. Gutierrez | 14:30 emergency | booked |
|
||||
| W500K-38390 | Gary O. Stewart | 14:30 emergency | booked |
|
||||
| W500K-26653 | Dorothy D. Lewis | 14:30 emergency | booked |
|
||||
| W500K-41683 | Lauren F. Moore | 14:30 emergency | booked |
|
||||
| 33537 | Susan X. Ruiz | 12:00 misplacement | booked |
|
||||
| undefined | Amy S. Jenkins | 10:30 | no_show |
|
||||
|
||||
## Discovered patterns (meta-index)
|
||||
|
||||
What the system identified across semantically-similar past fills as each event ran:
|
||||
|
||||
- **10:30 baseline_fill** (Machine Operator): Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)
|
||||
- **10:00 recurring** (Receiving Clerk): —
|
||||
- **09:30 expansion** (Packer): —
|
||||
- **14:30 emergency** (Assembler): Across 25 similar past playbooks (14 workers examined) · recurring certifications: OSHA-10 (64%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)
|
||||
- **12:00 misplacement** (Warehouse Associate): Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)
|
||||
|
||||
## Narrative
|
||||
|
||||
- 3/5 events reached consensus.
|
||||
- Final roster: 7 bookings across 1 distinct workers.
|
||||
- Workers touched (booked, failed, or otherwise decided): 8.
|
||||
- Playbook citations across the day: 0 (proof the feedback loop fired across events).
|
||||
- Dropped events: 10:00 recurring, 09:30 expansion.
|
||||
@@ -0,0 +1,151 @@
|
||||
[
|
||||
{
|
||||
"event": {
|
||||
"kind": "baseline_fill",
|
||||
"at": "10:30",
|
||||
"role": "Machine Operator",
|
||||
"count": 2,
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"shift_start": "10:30 AM"
|
||||
},
|
||||
"ok": true,
|
||||
"fills": [
|
||||
{
|
||||
"candidate_id": "W500K-18400",
|
||||
"name": "Amy S. Jenkins"
|
||||
},
|
||||
{
|
||||
"candidate_id": "W500K-6479",
|
||||
"name": "Christina Watson"
|
||||
}
|
||||
],
|
||||
"turns": 2,
|
||||
"duration_secs": 20.828,
|
||||
"gap_signals": [
|
||||
"double_book: undefined Christina Watson already booked for 10:30",
|
||||
"artifact: undefined is not an object (evaluating 'f.reason.slice')"
|
||||
],
|
||||
"sources_first_score": 0.6879262,
|
||||
"sources_last_score": 0.65225834,
|
||||
"pool_size": 988,
|
||||
"playbook_citations": [],
|
||||
"discovered_pattern": "Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)"
|
||||
},
|
||||
{
|
||||
"event": {
|
||||
"kind": "recurring",
|
||||
"at": "10:00",
|
||||
"role": "Receiving Clerk",
|
||||
"count": 1,
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"shift_start": "10:00 AM"
|
||||
},
|
||||
"ok": false,
|
||||
"fills": [],
|
||||
"turns": 0,
|
||||
"duration_secs": 18.183,
|
||||
"error": "aborted — 3 consecutive drift flags",
|
||||
"gap_signals": [
|
||||
"drift_or_tool: aborted — 3 consecutive drift flags"
|
||||
]
|
||||
},
|
||||
{
|
||||
"event": {
|
||||
"kind": "expansion",
|
||||
"at": "09:30",
|
||||
"role": "Packer",
|
||||
"count": 3,
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"shift_start": "09:30 AM"
|
||||
},
|
||||
"ok": false,
|
||||
"fills": [],
|
||||
"turns": 0,
|
||||
"duration_secs": 18.491,
|
||||
"error": "aborted — 3 consecutive drift flags",
|
||||
"gap_signals": [
|
||||
"drift_or_tool: aborted — 3 consecutive drift flags"
|
||||
]
|
||||
},
|
||||
{
|
||||
"event": {
|
||||
"kind": "emergency",
|
||||
"at": "14:30",
|
||||
"role": "Assembler",
|
||||
"count": 4,
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"shift_start": "14:30 AM"
|
||||
},
|
||||
"ok": true,
|
||||
"fills": [
|
||||
{
|
||||
"candidate_id": "W500K-21258",
|
||||
"name": "Katherine Q. Gutierrez"
|
||||
},
|
||||
{
|
||||
"candidate_id": "W500K-38390",
|
||||
"name": "Gary O. Stewart"
|
||||
},
|
||||
{
|
||||
"candidate_id": "W500K-26653",
|
||||
"name": "Dorothy D. Lewis"
|
||||
},
|
||||
{
|
||||
"candidate_id": "W500K-41683",
|
||||
"name": "Lauren F. Moore"
|
||||
}
|
||||
],
|
||||
"turns": 2,
|
||||
"duration_secs": 19.371,
|
||||
"gap_signals": [
|
||||
"double_book: undefined Katherine Q. Gutierrez already booked for 10:30",
|
||||
"double_book: undefined Gary O. Stewart already booked for 10:30",
|
||||
"double_book: undefined Dorothy D. Lewis already booked for 10:30",
|
||||
"double_book: undefined Lauren F. Moore already booked for 10:30",
|
||||
"artifact: undefined is not an object (evaluating 'f.reason.slice')"
|
||||
],
|
||||
"sources_first_score": 0.59614855,
|
||||
"sources_last_score": 0.541116,
|
||||
"pool_size": 571,
|
||||
"playbook_citations": [],
|
||||
"discovered_pattern": "Across 25 similar past playbooks (14 workers examined) · recurring certifications: OSHA-10 (64%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)"
|
||||
},
|
||||
{
|
||||
"event": {
|
||||
"kind": "misplacement",
|
||||
"at": "12:00",
|
||||
"role": "Warehouse Associate",
|
||||
"count": 1,
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"shift_start": "12:00 AM",
|
||||
"replaces_event": "10:30",
|
||||
"exclude_worker_ids": [
|
||||
null,
|
||||
null
|
||||
]
|
||||
},
|
||||
"ok": true,
|
||||
"fills": [
|
||||
{
|
||||
"candidate_id": "33537",
|
||||
"name": "Susan X. Ruiz"
|
||||
}
|
||||
],
|
||||
"turns": 3,
|
||||
"duration_secs": 15.042,
|
||||
"gap_signals": [
|
||||
"double_book: undefined Susan X. Ruiz already booked for 10:30",
|
||||
"artifact: undefined is not an object (evaluating 'f.reason.slice')"
|
||||
],
|
||||
"sources_first_score": 0.6929779,
|
||||
"sources_last_score": 0.6571044,
|
||||
"pool_size": 841,
|
||||
"playbook_citations": [],
|
||||
"discovered_pattern": "Across 25 similar past playbooks (13 workers examined) · recurring certifications: OSHA-10 (69%) · archetype mostly: communicator · reliability median 0.89 (range 0.59–1.00)"
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1,58 @@
|
||||
[
|
||||
{
|
||||
"name": "Amy S. Jenkins",
|
||||
"booked_for": "10:30",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "no_show"
|
||||
},
|
||||
{
|
||||
"name": "Christina Watson",
|
||||
"booked_for": "10:30",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Katherine Q. Gutierrez",
|
||||
"booked_for": "14:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Gary O. Stewart",
|
||||
"booked_for": "14:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Dorothy D. Lewis",
|
||||
"booked_for": "14:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Lauren F. Moore",
|
||||
"booked_for": "14:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Susan X. Ruiz",
|
||||
"booked_for": "12:00",
|
||||
"role": "Warehouse Associate",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1 @@
|
||||
# SMS drafts — Heritage Foods, 2026-04-21
|
||||
Reference in New Issue
Block a user