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:
@@ -0,0 +1,2 @@
|
||||
{"after_event":"11:00","event_kind":"expansion","ok":false,"model":"gpt-oss:120b","duration_secs":0.009,"hint":"(T3 unavailable)","risk":"POST http://localhost:3200/generate → 502: {\"detail\":\"Ollama error: {\\\"error\\\":\\"}
|
||||
{"after_event":"16:00","event_kind":"misplacement","ok":false,"model":"gpt-oss:120b","duration_secs":0.011,"hint":"(T3 unavailable)","risk":"POST http://localhost:3200/generate → 502: {\"detail\":\"Ollama error: {\\\"error\\\":\\"}
|
||||
@@ -0,0 +1,5 @@
|
||||
{"at":"07:30","kind":"baseline_fill","operation":"fill: Assembler x6 in Indianapolis, IN","fills":[{"candidate_id":"W500K-12207","name":"Zachary Taylor"},{"candidate_id":"W500K-41683","name":"Lauren F. Moore"},{"candidate_id":"W500K-24626","name":"Jacob E. Bailey"},{"candidate_id":"W500K-47104","name":"James S. Castillo"},{"candidate_id":"W500K-45788","name":"Andre C. Brooks"},{"candidate_id":"W500K-21258","name":"Katherine Q. Gutierrez"}],"turns":2,"duration_secs":16.621,"pool_size":838,"playbook_citations":["pb-seed-b6e0217d434d26c9","pb-seed-16869a3ac95216f8","pb-seed-c639407f546e9d56","pb-seed-66d37fc6946ae16d","pb-seed-f47cccf334bb1e05","pb-seed-65fc161357d36662","pb-seed-8b3d25b990bddacb","pb-seed-4877dd9a31995eb3","pb-seed-49e04b58f31a508d","pb-seed-af3ae92c66ebec8f","pb-seed-885e0dacb0961e89","pb-seed-66e1af3b76592c54","pb-seed-95ac3ca3661da473","pb-seed-efaefbbb2e3439b0","pb-seed-2406cfb9d5548981"],"discovered_pattern":"Across 25 similar past playbooks (19 workers examined) · recurring certifications: Forklift (42%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)"}
|
||||
{"at":"09:30","kind":"recurring","operation":"fill: Quality Tech x2 in Indianapolis, IN","fills":[{"candidate_id":"W500K-41658","name":"Frank G. Roberts"},{"candidate_id":"W500K-32928","name":"Carlos M. Murphy"}],"turns":2,"duration_secs":13.79,"pool_size":697,"playbook_citations":["pb-seed-9124e59dbb7c2f18","pb-seed-9c0c5b136f134c33","pb-seed-dbce9e418f6fa1e9","pb-seed-a3774077f1b11299","pb-seed-7e68e7e5d52f22ec","pb-seed-43a2b248a21673a7","pb-seed-d5085451e315a744","pb-seed-e46904d5ba551aca"],"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)"}
|
||||
{"at":"11:00","kind":"expansion","operation":"fill: Machine Operator x5 in Indianapolis, IN","fills":[{"candidate_id":"W500K-18400","name":"Amy S. Jenkins"},{"candidate_id":"W500K-6479","name":"Christina Watson"},{"candidate_id":"W500K-34233","name":"Alexander R. Evans"},{"candidate_id":"W500K-23524","name":"Angela U. Ward"},{"candidate_id":"W500K-23467","name":"Alexander P. Turner"}],"turns":2,"duration_secs":17.288,"pool_size":597,"playbook_citations":["pb-seed-11a4d8a8851b339e","pb-seed-b249552c3cd15b5e","pb-seed-fcf82664d2d9567b","pb-seed-4b7bc1f7f068bb9f","pb-seed-dbc5dd10ff21f254","pb-seed-dba50571839e693f","pb-seed-65de15df32e8e588","pb-seed-44630e72ad08bf83","pb-seed-2a6b072589433954","pb-seed-b5d8a51cb9df9a2a","pb-seed-e70a39e9ce31d93b","pb-seed-ec790797c90d8b04","pb-seed-5180f6ed206973f1","pb-seed-875d10bd4d46ef74"],"discovered_pattern":"Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)"}
|
||||
{"at":"14:00","kind":"emergency","operation":"fill: Machine Operator x3 in Indianapolis, IN","fills":[{"candidate_id":"W500K-23467","name":"Alexander P. Turner"},{"candidate_id":"W500K-23524","name":"Angela U. Ward"},{"candidate_id":"W500K-6479","name":"Christina Watson"}],"turns":2,"duration_secs":15.784,"pool_size":657,"playbook_citations":["pb-seed-2a6b072589433954","pb-seed-fcf82664d2d9567b","pb-seed-b5d8a51cb9df9a2a","pb-seed-4b7bc1f7f068bb9f","pb-seed-e70a39e9ce31d93b","pb-seed-dbc5dd10ff21f254","pb-seed-ec790797c90d8b04","pb-seed-dba50571839e693f","pb-seed-65de15df32e8e588","pb-seed-5180f6ed206973f1","pb-seed-44630e72ad08bf83","pb-seed-875d10bd4d46ef74","pb-seed-276dbbe1def897d5","pb-seed-b249552c3cd15b5e","pb-seed-11a4d8a8851b339e"],"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)"}
|
||||
{"at":"16:00","kind":"misplacement","operation":"fill: Assembler x1 in Indianapolis, IN","fills":[{"candidate_id":"W500K-24626","name":"Jacob E. Bailey"}],"turns":2,"duration_secs":13.576,"pool_size":838,"playbook_citations":["pb-seed-66d37fc6946ae16d","pb-seed-4877dd9a31995eb3","pb-seed-66e1af3b76592c54","pb-seed-95ac3ca3661da473","pb-seed-49e04b58f31a508d","pb-seed-efaefbbb2e3439b0","pb-seed-af3ae92c66ebec8f","pb-seed-2406cfb9d5548981","pb-seed-62d6e01922ab1ac2","pb-seed-b6e0217d434d26c9","pb-seed-16869a3ac95216f8","pb-seed-c639407f546e9d56","pb-seed-f47cccf334bb1e05","pb-seed-65fc161357d36662","pb-seed-8b3d25b990bddacb","pb-seed-885e0dacb0961e89"],"discovered_pattern":"Across 25 similar past playbooks (19 workers examined) · recurring certifications: Forklift (42%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)"}
|
||||
@@ -0,0 +1,75 @@
|
||||
# Client emails — Pioneer Assembly — Indianapolis Plant Expansion, 2026-04-27
|
||||
|
||||
## 07:30 baseline_fill — Assembler x6
|
||||
|
||||
Subject: 6 Assemblers Confirmed
|
||||
|
||||
Dear Pioneera Assembly Indianapolis Plant Expansion Team,
|
||||
|
||||
We are pleased to confirm that we have filled all six Assembler roles for your shift starting at 07:30 AM. The workers assigned are:
|
||||
|
||||
- Zachary Taylor
|
||||
- Lauren F. Moore
|
||||
- Jacob E. Bailey
|
||||
- James S. Castillo
|
||||
- Andre C. Brooks
|
||||
- Katherine Q. Gutierrez
|
||||
|
||||
James Park will be managing this placement, and the contract deadline is May 26, 2026. Staffing fill remains paramount.
|
||||
|
||||
Best regards,
|
||||
Dispatch Team Lakehouse
|
||||
|
||||
## 09:30 recurring — Quality Tech x2
|
||||
|
||||
To: staffing@pioneerassembly—indianapolisplantexpansion.example
|
||||
From: dispatch@lakehouse.example
|
||||
Subject: Confirmation
|
||||
|
||||
Dear Pioneera Staffing Team,
|
||||
|
||||
We are pleased to confirm that we have filled both Quality Tech roles for your Indianapolis plant expansion project. The workers, Frank G. Roberts and Carlos M. Murphy, will start their shift at 09:30 AM today.
|
||||
|
||||
Please note that this placement is staffed by James Park (mid, 14mo), with a contract deadline of May 26, 2026; ensuring the paramount importance of timely fill.
|
||||
|
||||
Best regards,
|
||||
|
||||
Lakehouse Dispatch Team
|
||||
|
||||
## 11:00 expansion — Machine Operator x5
|
||||
|
||||
To: staffing@pioneerassembly—indianapolisplantexpansion.example
|
||||
From: dispatch@lakehouse.example
|
||||
Subject: Confirmed Fill
|
||||
|
||||
Dear Pioneera Team,
|
||||
|
||||
We are pleased to confirm that we have filled all 5 positions for Machine Operator roles with the following workers starting their shifts at 11:00 PM:
|
||||
|
||||
- Amy S. Jenkins
|
||||
- Christina Watson
|
||||
- Alexander R. Evans
|
||||
- Angela U. Ward
|
||||
- Alexander P. Turner
|
||||
|
||||
Staffing is being managed by James Park (mid, 14mo). Please note that the contract deadline is 2026-05-26, and ensuring a smooth fill remains paramount.
|
||||
|
||||
Best regards,
|
||||
|
||||
Lakehouse Dispatch
|
||||
|
||||
## 14:00 emergency — Machine Operator x3
|
||||
|
||||
To: staffing@pioneerassembly—indianapolisplantexpansion.example
|
||||
From: dispatch@lakehouse.example
|
||||
Subject: Confirmation
|
||||
|
||||
We have filled 3 of 3 Machine Operator roles with Alexander P. Turner, Angela U. Ward, and Christina Watson for the 14:00 PM shift. Staffed by James Park (mid, 14mo). Contract deadline is 2026-05-26; fill paramount.
|
||||
|
||||
## 16:00 misplacement — Assembler x1
|
||||
|
||||
To: staffing@pioneerassembly—indianapolisplantexpansion.example
|
||||
From: dispatch@lakehouse.example
|
||||
Subject: Confirmation
|
||||
|
||||
We have filled 1 position as requested: Jacob E. Bailey for Assembler role, starting at 16:00 PM. Staffed by James Park (mid, 14mo). Contract deadline is 2026-05-26; fill is paramount.
|
||||
@@ -0,0 +1,5 @@
|
||||
# Cross-day lesson — Pioneer Assembly — Indianapolis Plant Expansion, 2026-04-27
|
||||
|
||||
_Generated by `gpt-oss:120b` in 0.0s. Based on 5 events + 2 mid-day checkpoints._
|
||||
|
||||
(T3 lesson unavailable: POST http://localhost:3200/generate → 502: {"detail":"Ollama error: {\"error\":\"model 'gpt-oss:120b' not found\"}"})
|
||||
@@ -0,0 +1,80 @@
|
||||
[
|
||||
{
|
||||
"date": "2026-05-05",
|
||||
"client": "Midway Distribution",
|
||||
"cities": "Indianapolis",
|
||||
"states": "IN",
|
||||
"events_total": 4,
|
||||
"events_ok": 3,
|
||||
"checkpoint_count": 2,
|
||||
"model": "gpt-oss:20b",
|
||||
"cloud": false,
|
||||
"lesson": "** \nBefore running an expansion, pre‑fetch local Packer data (or fallback to the nearest city) and validate that the executor returns well‑formed JSON; this prevents the “Missing local Packer data” failure. \nWhen an emergency request arrives, immediately cross‑check the 16:00 schedule to ensure no worker is assigned twice, and correct any artifact errors in the scheduling logic that could cause double‑booking. \nImplement automated checks that flag duplicate assignments and missing data before the agent commits to a fill.",
|
||||
"checkpoints": [
|
||||
{
|
||||
"after": "10:30",
|
||||
"risk": "Missing local Packer data",
|
||||
"hint": "Add Indianapolis Packer records to the index or fallback to nearest city; verify executor returns valid JSON before execution."
|
||||
},
|
||||
{
|
||||
"after": "12:00",
|
||||
"risk": "16:00 double-booking risk",
|
||||
"hint": "Verify no worker is assigned twice for 16:00; fix artifact error in scheduling logic."
|
||||
}
|
||||
],
|
||||
"created_at": "2026-04-21T02:04:50.585Z",
|
||||
"file": "2026-05-05_Midway_Distribution_1776737090585.json"
|
||||
},
|
||||
{
|
||||
"date": "2026-05-03",
|
||||
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
|
||||
"cities": "Indianapolis",
|
||||
"states": "IN",
|
||||
"events_total": 5,
|
||||
"events_ok": 5,
|
||||
"checkpoint_count": 2,
|
||||
"model": "gpt-oss:120b",
|
||||
"cloud": true,
|
||||
"lesson": "When scheduling multiple shifts for the same role in Indianapolis, pull the candidate roster for the upcoming shift before locking in the current one to catch any overlap. If the Indianapolis pool for Machine Operators looks thin, pre‑load Muncie, IN (≈60 mi) candidates and reserve them as the primary alternate before assigning any Indianapolis workers. Keep a backup list of qualified Assemblers (e.g., Maria L. Torres) ready to replace anyone flagged for double‑booking such as Jacob E. Bailey. Verify that all selected workers stay within the 60‑mile radius to secure the $5/hr local bonus.",
|
||||
"checkpoints": [
|
||||
{
|
||||
"after": "11:00",
|
||||
"risk": "Double‑booking risk for Machine Operators",
|
||||
"hint": "For the next Machine Operator shift, pivot to Muncie, IN (~60 mi) to tap fresh pool and prevent double‑booking of the Indianapolis crew."
|
||||
},
|
||||
{
|
||||
"after": "16:00",
|
||||
"risk": "Potential double‑booking of Jacob E. Bailey",
|
||||
"hint": "For the next Indianapolis Assembler shift, select another qualified worker (e.g., Maria L. Torres) to prevent double‑booking Jacob E. Bailey; stay within the 60 mi bonus radius."
|
||||
}
|
||||
],
|
||||
"created_at": "2026-04-21T03:44:59.381Z",
|
||||
"file": "2026-05-03_Pioneer_Assembly_—_Indianapolis_Plant_Expansion_1776743099381.json"
|
||||
},
|
||||
{
|
||||
"date": "2026-04-30",
|
||||
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
|
||||
"cities": "Indianapolis",
|
||||
"states": "IN",
|
||||
"events_total": 5,
|
||||
"events_ok": 5,
|
||||
"checkpoint_count": 2,
|
||||
"model": "gpt-oss:120b",
|
||||
"cloud": true,
|
||||
"lesson": "When multiple shifts overlap in the same city, pull the required number of Machine Operators and Assemblers from the nearest alternate city (e.g., Muncie, IN ≈ 45 mi) before assigning any Indianapolis staff, keeping them within the $5/hr local‑bonus radius. Pre‑check each role’s turn count and reserve candidates from the alternate pool to avoid double‑booking individuals like Zachary Taylor. If a shift’s pool shows a gap ≥ 3, automatically queue the same‑role candidates from the alternate city for the next shift rather than re‑using the same workers. Maintain a live “used‑per‑city” ledger so the system flags potential double‑bookings before confirming fills.",
|
||||
"checkpoints": [
|
||||
{
|
||||
"after": "11:00",
|
||||
"risk": "Double‑booking risk for overlapping shifts",
|
||||
"hint": "For next shift, source Machine Operators from Muncie, IN (≈45 mi) to stay within bonus radius and avoid double‑booked Indianapolis staff."
|
||||
},
|
||||
{
|
||||
"after": "16:00",
|
||||
"risk": "Potential double‑booking of Zachary Taylor",
|
||||
"hint": "If the next shift needs an Assembler in Indianapolis, pull a candidate from Muncie, IN (≈45 mi) – still within bonus radius – to sidestep the double‑booking issue."
|
||||
}
|
||||
],
|
||||
"created_at": "2026-04-21T03:37:30.970Z",
|
||||
"file": "2026-04-30_Pioneer_Assembly_—_Indianapolis_Plant_Expansion_1776742650970.json"
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1,100 @@
|
||||
# Scenario retrospective — Pioneer Assembly — Indianapolis Plant Expansion, 2026-04-27
|
||||
|
||||
Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:120b`
|
||||
Prior lessons loaded into executor context: **3** (from 2026-05-05, 2026-05-03, 2026-04-30)
|
||||
|
||||
## Events
|
||||
|
||||
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|
||||
|---|---|---|---|---|---|---|---|---|
|
||||
| 07:30 | baseline_fill | Assembler × 6 | 838 | ✓ 6 | 2 | 16.6 | 15 | 5 |
|
||||
| 09:30 | recurring | Quality Tech × 2 | 697 | ✓ 2 | 2 | 13.8 | 8 | 2 |
|
||||
| 11:00 | expansion | Machine Operator × 5 | 597 | ✓ 5 | 2 | 17.3 | 14 | 5 |
|
||||
| 14:00 | emergency | Machine Operator × 3 | 657 | ✓ 3 | 2 | 15.8 | 15 | 3 |
|
||||
| 16:00 | misplacement | Assembler × 1 | 838 | ✓ 1 | 2 | 13.6 | 16 | 1 |
|
||||
|
||||
## Final roster
|
||||
|
||||
| Worker | Booked | Role | City, ST | Status |
|
||||
|---|---|---|---|---|
|
||||
| undefined Zachary Taylor | 07:30 | Assembler | Indianapolis, IN | no_show |
|
||||
| undefined Lauren F. Moore | 07:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Jacob E. Bailey | 07:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined James S. Castillo | 07:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Andre C. Brooks | 07:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Katherine Q. Gutierrez | 07:30 | Assembler | Indianapolis, IN | confirmed |
|
||||
| undefined Frank G. Roberts | 09:30 | Quality Tech | Indianapolis, IN | confirmed |
|
||||
| undefined Carlos M. Murphy | 09:30 | Quality Tech | Indianapolis, IN | confirmed |
|
||||
| undefined Amy S. Jenkins | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Christina Watson | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Alexander R. Evans | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Angela U. Ward | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Alexander P. Turner | 11:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Alexander P. Turner | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Angela U. Ward | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Christina Watson | 14:00 | Machine Operator | Indianapolis, IN | confirmed |
|
||||
| undefined Jacob E. Bailey | 16:00 | Assembler | Indianapolis, IN | confirmed |
|
||||
|
||||
## Gap signals
|
||||
|
||||
### double_book
|
||||
- **07:30** — undefined Lauren F. Moore already booked for 07:30
|
||||
- **07:30** — undefined Jacob E. Bailey already booked for 07:30
|
||||
- **07:30** — undefined James S. Castillo already booked for 07:30
|
||||
- **07:30** — undefined Andre C. Brooks already booked for 07:30
|
||||
- **07:30** — undefined Katherine Q. Gutierrez already booked for 07:30
|
||||
- **09:30** — undefined Frank G. Roberts already booked for 07:30
|
||||
- **09:30** — undefined Carlos M. Murphy already booked for 07:30
|
||||
- **11:00** — undefined Amy S. Jenkins already booked for 07:30
|
||||
- **11:00** — undefined Christina Watson already booked for 07:30
|
||||
- **11:00** — undefined Alexander R. Evans already booked for 07:30
|
||||
- **11:00** — undefined Angela U. Ward already booked for 07:30
|
||||
- **11:00** — undefined Alexander P. Turner already booked for 07:30
|
||||
- **14:00** — undefined Alexander P. Turner already booked for 07:30
|
||||
- **14:00** — undefined Angela U. Ward already booked for 07:30
|
||||
- **14:00** — undefined Christina Watson already booked for 07:30
|
||||
- **16:00** — undefined Jacob E. Bailey already booked for 07:30
|
||||
|
||||
### fairness
|
||||
- _cross-event_ — Zachary Taylor (undefined) booked 16 times today
|
||||
|
||||
### write_through_audit
|
||||
- _post-run_ — playbook_memory has 1879 entries (ran 5 events, expected ≥ 5 new entries from this run)
|
||||
|
||||
## Workers touched across the week
|
||||
|
||||
14 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-12207 | Zachary Taylor | 07:30 baseline_fill | booked |
|
||||
| W500K-41683 | Lauren F. Moore | 07:30 baseline_fill | booked |
|
||||
| W500K-24626 | Jacob E. Bailey | 07:30 baseline_fill + 16:00 misplacement | booked |
|
||||
| W500K-47104 | James S. Castillo | 07:30 baseline_fill | booked |
|
||||
| W500K-45788 | Andre C. Brooks | 07:30 baseline_fill | booked |
|
||||
| W500K-21258 | Katherine Q. Gutierrez | 07:30 baseline_fill | booked |
|
||||
| W500K-41658 | Frank G. Roberts | 09:30 recurring | booked |
|
||||
| W500K-32928 | Carlos M. Murphy | 09:30 recurring | booked |
|
||||
| W500K-18400 | Amy S. Jenkins | 11:00 expansion | booked |
|
||||
| W500K-6479 | Christina Watson | 11:00 expansion + 14:00 emergency | booked |
|
||||
| W500K-34233 | Alexander R. Evans | 11:00 expansion | booked |
|
||||
| W500K-23524 | Angela U. Ward | 11:00 expansion + 14:00 emergency | booked |
|
||||
| W500K-23467 | Alexander P. Turner | 11:00 expansion + 14:00 emergency | booked |
|
||||
| undefined | Zachary Taylor | 07:30 | no_show |
|
||||
|
||||
## Discovered patterns (meta-index)
|
||||
|
||||
What the system identified across semantically-similar past fills as each event ran:
|
||||
|
||||
- **07:30 baseline_fill** (Assembler): Across 25 similar past playbooks (19 workers examined) · recurring certifications: Forklift (42%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
|
||||
- **09:30 recurring** (Quality Tech): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.34–1.00)
|
||||
- **11:00 expansion** (Machine Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
|
||||
- **14:00 emergency** (Machine Operator): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: leader · reliability median 0.80 (range 0.34–1.00)
|
||||
- **16:00 misplacement** (Assembler): Across 25 similar past playbooks (19 workers examined) · recurring certifications: Forklift (42%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
|
||||
|
||||
## Narrative
|
||||
|
||||
- 5/5 events reached consensus.
|
||||
- Final roster: 17 bookings across 1 distinct workers.
|
||||
- Workers touched (booked, failed, or otherwise decided): 14.
|
||||
- Playbook citations across the day: 68 (proof the feedback loop fired across events).
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,138 @@
|
||||
[
|
||||
{
|
||||
"name": "Zachary Taylor",
|
||||
"booked_for": "07:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "no_show"
|
||||
},
|
||||
{
|
||||
"name": "Lauren F. Moore",
|
||||
"booked_for": "07:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Jacob E. Bailey",
|
||||
"booked_for": "07:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "James S. Castillo",
|
||||
"booked_for": "07:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Andre C. Brooks",
|
||||
"booked_for": "07:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Katherine Q. Gutierrez",
|
||||
"booked_for": "07:30",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Frank G. Roberts",
|
||||
"booked_for": "09:30",
|
||||
"role": "Quality Tech",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Carlos M. Murphy",
|
||||
"booked_for": "09:30",
|
||||
"role": "Quality Tech",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Amy S. Jenkins",
|
||||
"booked_for": "11:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Christina Watson",
|
||||
"booked_for": "11:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Alexander R. Evans",
|
||||
"booked_for": "11:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Angela U. Ward",
|
||||
"booked_for": "11:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Alexander P. Turner",
|
||||
"booked_for": "11:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Alexander P. Turner",
|
||||
"booked_for": "14:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Angela U. Ward",
|
||||
"booked_for": "14:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Christina Watson",
|
||||
"booked_for": "14:00",
|
||||
"role": "Machine Operator",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Jacob E. Bailey",
|
||||
"booked_for": "16:00",
|
||||
"role": "Assembler",
|
||||
"city": "Indianapolis",
|
||||
"state": "IN",
|
||||
"status": "confirmed"
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1,88 @@
|
||||
# SMS drafts — Pioneer Assembly — Indianapolis Plant Expansion, 2026-04-27
|
||||
|
||||
## 07:30 baseline_fill — Assembler x6 in Indianapolis, IN
|
||||
|
||||
TO: Zachary Taylor
|
||||
Confirming your shift start at 07:30 AM today. Thanks!
|
||||
|
||||
---
|
||||
|
||||
TO: Lauren F. Moore
|
||||
Good morning! Confirming your shift from 07:30 AM.
|
||||
|
||||
---
|
||||
|
||||
TO: Jacob E. Bailey
|
||||
Morning, Jacob! Just confirming your shift starts at 07:30 AM.
|
||||
|
||||
---
|
||||
|
||||
TO: James S. Castillo
|
||||
Hi James! Confirming your shift start time is 07:30 AM today.
|
||||
|
||||
---
|
||||
|
||||
TO: Andre C. Brooks
|
||||
Good morning, Andre! Confirming your shift from 07:30 AM.
|
||||
|
||||
---
|
||||
|
||||
TO: Katherine Q. Gutierrez
|
||||
Morning, Katherine! Confirming your shift starts at 07:30 AM.
|
||||
|
||||
## 09:30 recurring — Quality Tech x2 in Indianapolis, IN
|
||||
|
||||
TO: Frank G. Roberts
|
||||
Good morning! Confirming your shift as a Quality Tech at Pioneer Assembly starting 09:30 AM today. Thanks for your help!
|
||||
|
||||
---
|
||||
|
||||
TO: Carlos M. Murphy
|
||||
Morning Carlos! Just confirming your shift starts at 09:30 AM as a Quality Tech today. Looking forward to working with you!
|
||||
|
||||
---
|
||||
|
||||
## 11:00 expansion — Machine Operator x5 in Indianapolis, IN
|
||||
|
||||
TO: Amy S. Jenkins
|
||||
Confirming your shift as Machine Operator starting at 11 PM tonight. Thanks!
|
||||
|
||||
---
|
||||
|
||||
TO: Christina Watson
|
||||
Your shift as Machine Operator starts at 11 PM. Confirmed?
|
||||
|
||||
---
|
||||
|
||||
TO: Alexander R. Evans
|
||||
Shift confirmed for you as Machine Operator starting at 11 PM.
|
||||
|
||||
---
|
||||
|
||||
TO: Angela U. Ward
|
||||
Confirming your shift as Machine Operator to start at 11 PM tonight.
|
||||
|
||||
---
|
||||
|
||||
TO: Alexander P. Turner
|
||||
Your shift as Machine Operator starts at 11 PM. Confirmed?
|
||||
|
||||
## 14:00 emergency — Machine Operator x3 in Indianapolis, IN
|
||||
|
||||
TO: Alexander P. Turner
|
||||
Confirming your shift as Machine Operator at Pioneer Assembly - Indianapolis Plant Expansion starting 14:00 PM.
|
||||
|
||||
---
|
||||
|
||||
TO: Angela U. Ward
|
||||
Shift confirmed for you as Machine Operator at Pioneer Assembly - Indianapolis Plant Expansion from 14:00 PM.
|
||||
|
||||
---
|
||||
|
||||
TO: Christina Watson
|
||||
Your shift is confirmed as Machine Operator at Pioneer Assembly - Indianapolis Plant Expansion beginning at 14:00 PM.
|
||||
|
||||
## 16:00 misplacement — Assembler x1 in Indianapolis, IN
|
||||
|
||||
TO: Jacob E. Bailey
|
||||
Confirming your shift start at 16:00 PM today at Pioneer Assembly, Indianapolis Plant Expansion. Safe and productive!
|
||||
Reference in New Issue
Block a user