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":"09:00","event_kind":"baseline_fill","ok":true,"model":"gpt-oss:20b","duration_secs":14.607,"risk":"Double booking risk for existing workers","hint":"Pivot to Clarksville, TN (50mi) for Shipping Clerk to avoid rebooking Brenda M. Hernandez or Rachel S. Gonzalez"}
|
||||
{"after_event":"15:30","event_kind":"misplacement","ok":true,"model":"gpt-oss:20b","duration_secs":17.451,"risk":"Double booking risk","hint":"Pivot to Franklin, TN (30mi) for Packaging Operator to avoid double booking and maintain local bonus. Use backup pool in Nashville"}
|
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@@ -0,0 +1,5 @@
|
||||
{"at":"07:00","kind":"baseline_fill","operation":"fill: Welder x4 in Nashville, TN","fills":[{"candidate_id":"W500K-40747","name":"Lisa F. Wood"},{"candidate_id":"W500K-29052","name":"Melissa K. Rivera"},{"candidate_id":"W500K-16627","name":"Kevin N. Watson"},{"candidate_id":"W500K-17215","name":"Rachel D. Lewis"}],"turns":2,"duration_secs":19.641,"pool_size":298,"playbook_citations":["pb-seed-1a6ae0acd0ed528f","pb-seed-21d7b669d9e10928","pb-seed-43fd12b0c6d6e99b","pb-seed-d9fa24136c5d0d81","pb-seed-84f76afca8cc25af","pb-seed-823cabc3a640e20c","pb-seed-ea63f55b7e0be916","pb-seed-bf764785c0475514","pb-seed-c3c17447e580effc","pb-seed-a5a55577f55922e4","pb-seed-4e5c2c2938331559","pb-seed-6c503d85fcdd2048","pb-seed-273f8fc6f3b5aed5","pb-seed-a8b15e9f30e8e4fd","pb-seed-65b9e933d00747de","pb-seed-e8765bcbfd4aa124","pb-seed-80b801dea3acb474","pb-seed-621cf0c09762281a","pb-seed-efee7d129a9ac63f","pb-seed-c64ac1147be5cfc5","pb-seed-47f41d48c95d5844","pb-seed-23bc805bfed5d9bf","pb-seed-25958c37e0a66365","pb-seed-e1796d4f4379d0b4","pb-seed-596b60b9c6f8cfa5"],"discovered_pattern":"Across 25 similar past playbooks (15 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: flexible · reliability median 0.80 (range 0.34–1.00)"}
|
||||
{"at":"08:30","kind":"expansion","operation":"fill: Packaging Operator x6 in Nashville, TN","fills":[{"candidate_id":"W500K-4654","name":"Jamal Ruiz"},{"candidate_id":"W500K-4076","name":"George King"},{"candidate_id":"W500K-25376","name":"Michael A. Wright"},{"candidate_id":"W500K-4430","name":"Emily Reyes"},{"candidate_id":"W500K-1911","name":"Aisha Nguyen"},{"candidate_id":"W500K-21175","name":"Kenneth L. Diaz"}],"turns":2,"duration_secs":18.931,"pool_size":189,"playbook_citations":["pb-seed-5a7ddcddee8b435a","pb-seed-e21bcfbf9ff0aee9","pb-seed-7feb4b56b069d9b4","pb-seed-d8a92ec9e3c31773","pb-seed-36702de803bda835","pb-seed-2e5e35815025a7ba","pb-seed-3a0016759e7a8497","pb-seed-aeb981becead18a5","pb-seed-c074176c05965879","pb-seed-c4651454946c3181","pb-seed-7f408ebd01b071c4","pb-seed-bc4150a689440056","pb-seed-6c4616d2e810029d","pb-seed-c26a801338dc0418","pb-seed-625e4902f8b6910b","pb-seed-0e923f2e3cb1411c","pb-seed-3b59a76660a4bda6","pb-seed-de7aa32789225058","pb-seed-77fabaf59b994f0e","pb-seed-d1b8e2c86f6fb712","pb-seed-9a33cf5915c8549a","pb-seed-6a3268b5c4759cc7","pb-seed-b96d3cda701e4193"],"discovered_pattern":"Across 25 similar past playbooks (16 workers examined) · recurring certifications: Forklift (44%) · archetype mostly: communicator · reliability median 0.81 (range 0.34–1.00)"}
|
||||
{"at":"09:00","kind":"baseline_fill","operation":"fill: Shipping Clerk x2 in Nashville, TN","fills":[{"candidate_id":"W500K-49412","name":"Brenda M. Hernandez"},{"candidate_id":"W500K-18660","name":"Rachel S. Gonzalez"}],"turns":3,"duration_secs":20.27,"pool_size":579,"playbook_citations":["pb-seed-2ba5e72f018dcca1","pb-seed-0124b6b7469b3464","pb-seed-47537084a5180e49","pb-seed-62225ecba22c950f","pb-seed-a82bf9f585d37f48","pb-seed-ed3cd6f15d08d0e1","pb-seed-3998d39d7b2bc265","pb-seed-7efa9e5ece2dc07c","pb-seed-e0336a0e8d782563","pb-seed-9b9cfaeb6f4bfc71","pb-seed-9a0302e0c32c06cd","pb-seed-f530369850d4c95d"],"discovered_pattern":"Across 25 similar past playbooks (16 workers examined) · recurring certifications: Forklift (44%) · archetype mostly: flexible · reliability median 0.81 (range 0.34–1.00)"}
|
||||
{"at":"13:00","kind":"emergency","operation":"fill: Welder x2 in Nashville, TN","fills":[{"candidate_id":"W500K-17215","name":"Rachel D. Lewis"},{"candidate_id":"W500K-40747","name":"Lisa F. Wood"}],"turns":2,"duration_secs":19.178,"pool_size":211,"playbook_citations":["pb-seed-1a6ae0acd0ed528f","pb-seed-21d7b669d9e10928","pb-seed-47f41d48c95d5844","pb-seed-43fd12b0c6d6e99b","pb-seed-23bc805bfed5d9bf","pb-seed-d9fa24136c5d0d81","pb-seed-25958c37e0a66365","pb-seed-84f76afca8cc25af","pb-seed-823cabc3a640e20c","pb-seed-ea63f55b7e0be916","pb-seed-bf764785c0475514","pb-seed-c3c17447e580effc","pb-seed-a5a55577f55922e4","pb-seed-4e5c2c2938331559","pb-seed-6c503d85fcdd2048","pb-seed-273f8fc6f3b5aed5","pb-seed-e1796d4f4379d0b4","pb-seed-a8b15e9f30e8e4fd","pb-seed-596b60b9c6f8cfa5","pb-seed-65b9e933d00747de","pb-seed-80b801dea3acb474","pb-seed-efee7d129a9ac63f","pb-seed-c64ac1147be5cfc5","pb-seed-e8765bcbfd4aa124","pb-seed-621cf0c09762281a"],"discovered_pattern":"Across 25 similar past playbooks (15 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)"}
|
||||
{"at":"15:30","kind":"misplacement","operation":"fill: Packaging Operator x1 in Nashville, TN","fills":[{"candidate_id":"W500K-4654","name":"Jamal Ruiz"}],"turns":4,"duration_secs":28.35,"pool_size":330,"playbook_citations":["pb-seed-5a7ddcddee8b435a","pb-seed-e21bcfbf9ff0aee9","pb-seed-7feb4b56b069d9b4","pb-seed-d8a92ec9e3c31773","pb-seed-36702de803bda835","pb-seed-2e5e35815025a7ba","pb-seed-3a0016759e7a8497","pb-seed-aeb981becead18a5","pb-seed-c074176c05965879","pb-seed-c4651454946c3181","pb-seed-7f408ebd01b071c4","pb-seed-bc4150a689440056","pb-seed-6c4616d2e810029d","pb-seed-c26a801338dc0418","pb-seed-625e4902f8b6910b","pb-seed-0e923f2e3cb1411c","pb-seed-3b59a76660a4bda6","pb-seed-de7aa32789225058","pb-seed-77fabaf59b994f0e","pb-seed-d1b8e2c86f6fb712","pb-seed-9a33cf5915c8549a","pb-seed-6a3268b5c4759cc7","pb-seed-b96d3cda701e4193"],"discovered_pattern":"Across 25 similar past playbooks (16 workers examined) · recurring certifications: Forklift (44%) · archetype mostly: flexible · reliability median 0.81 (range 0.34–1.00)"}
|
||||
@@ -0,0 +1,93 @@
|
||||
# Client emails — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-05
|
||||
|
||||
## 07:00 baseline_fill — Welder x4
|
||||
|
||||
To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example
|
||||
From: dispatch@lakehouse.example
|
||||
Subject: Confirmed Fill
|
||||
|
||||
Dear River Logistics Team,
|
||||
|
||||
I am pleased to confirm that we have filled all 4 Welder roles for your downtown structural assembly project. The workers are:
|
||||
|
||||
- Lisa F. Wood
|
||||
- Melissa K. Rivera
|
||||
- Kevin N. Watson
|
||||
- Rachel D. Lewis
|
||||
|
||||
Shifts will begin at 07:00 AM. These individuals possess the necessary skilled welding for the project and are within the local area (within 75mi). Contract pays up to $32/hr + $4/hr local bonus.
|
||||
|
||||
Please note that this fill is paramount as the contract is worth $180K total, with penalties for non-compliance.
|
||||
|
||||
Best regards,
|
||||
|
||||
[Your Name]
|
||||
Lakehouse Dispatch
|
||||
|
||||
## 08:30 expansion — Packaging Operator x6
|
||||
|
||||
To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example
|
||||
From: dispatch@lakehouse.example
|
||||
Subject: Confirmed
|
||||
|
||||
Dear River Logistics Team,
|
||||
|
||||
I am pleased to confirm that we have filled all 6 positions for Packaging Operators as requested. The workers are:
|
||||
|
||||
- Jamal Ruiz
|
||||
- George King
|
||||
- Michael A. Wright
|
||||
- Emily Reyes
|
||||
- Aisha Nguyen
|
||||
- Kenneth L. Diaz
|
||||
|
||||
Shifts will commence at 08:30 AM. Warehouse packaging is on-site for the same project.
|
||||
|
||||
Thank you for your partnership and trust in Lakehouse. We look forward to continuing our collaboration.
|
||||
|
||||
Best regards,
|
||||
[Your Name]
|
||||
Dispatch Coordinator
|
||||
Lakehouse Example
|
||||
|
||||
## 09:00 baseline_fill — Shipping Clerk x2
|
||||
|
||||
To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example
|
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From: dispatch@lakehouse.example
|
||||
Subject: Confirmed
|
||||
|
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Dear Staffing Team,
|
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|
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I am pleased to confirm that we have filled both roles of Shipping Clerk as requested. Brenda M. Hernandez and Rachel S. Gonzalez will start their shifts at 09:00 AM today. This role involves administrative/shipping coordination, supporting the packaging team.
|
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|
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Best regards,
|
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[Your Name]
|
||||
Dispatch Manager
|
||||
|
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## 13:00 emergency — Welder x2
|
||||
|
||||
To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example
|
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From: dispatch@lakehouse.example
|
||||
Subject: Confirmed Welders
|
||||
|
||||
Hi River Logistics Team,
|
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|
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We are pleased to confirm that we have filled both roles with Rachel D. Lewis and Lisa F. Wood as Welders, starting at 13:00 PM. However, due to a subcontractor drop-out, we need two more Welders by 3pm. Please use the cloud rescue path if Nashville supply is exhausted; pivot to within-radius first (if any in 75mi), then budget-permitting out-of-area.
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|
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Best regards,
|
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[Your Name]
|
||||
Lake House Dispatch
|
||||
|
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## 15:30 misplacement — Packaging Operator x1
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To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example
|
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From: dispatch@lakehouse.example
|
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Subject: Confirm 1 Worker
|
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|
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Dear River Logistics Team,
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I am confirming that we have filled the Packaging Operator role with Jamal Ruiz for today's shift starting at 15:30 PM. As one packager no-showed, we are refilling the position from our Nashville-area candidate pool, and the budget is already covered.
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|
||||
Best regards,
|
||||
[Your Name]
|
||||
Lake House Dispatch
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||||
@@ -0,0 +1,5 @@
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# Cross-day lesson — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-05
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_Generated by `gpt-oss:20b` in 6.8s. Based on 5 events + 2 mid-day checkpoints._
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When a double‑booking risk is flagged, pivot immediately to the nearest city within the 75‑mile radius that still offers the local bonus—e.g., Clarksville for Shipping Clerk and Franklin for Packaging Operator. Pre‑fetch a backup pool in Nashville to cover any misplacements or emergency fills. Monitor pool counts and gaps after each event to avoid over‑committing; if gaps rise above 3, consider pulling additional candidates from the backup pool. Keep the local bonus intact by staying within the radius while balancing fill urgency.
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@@ -0,0 +1,80 @@
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[
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{
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"date": "2026-05-05",
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"client": "Riverline Logistics — Nashville Downtown Build-Out",
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"cities": "Nashville",
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"states": "TN",
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"events_total": 5,
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"events_ok": 5,
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"checkpoint_count": 2,
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"model": "gpt-oss:20b",
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"cloud": false,
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"lesson": "When a baseline_fill completes, immediately check the local pool for that role; if the pool is low or a double‑booking risk is flagged, pre‑fetch a backup from a nearby city (e.g., Memphis for Shipping Clerk). Before assigning a worker to a role that has been flagged as misplacement or double booking risk, verify their schedule to ensure no overlap. Keep at least two extra workers per role in the local pool to absorb last‑minute gaps. Use the mid‑day checkpoint risk hints to trigger these actions automatically.",
|
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"checkpoints": [
|
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{
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"after": "09:00",
|
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"risk": "Potential double booking of workers",
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"hint": "Pivot to Memphis, TN (70mi) for Shipping Clerk to avoid double booking."
|
||||
},
|
||||
{
|
||||
"after": "15:30",
|
||||
"risk": "Double booking risk detected",
|
||||
"hint": "Packaging Operator, Nashville, TN – verify Jamal Ruiz's schedule before assignment to avoid double booking."
|
||||
}
|
||||
],
|
||||
"created_at": "2026-04-21T05:29:26.772Z",
|
||||
"file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776749366772.json"
|
||||
},
|
||||
{
|
||||
"date": "2026-05-05",
|
||||
"client": "Riverline Logistics — Nashville Downtown Build-Out",
|
||||
"cities": "Nashville",
|
||||
"states": "TN",
|
||||
"events_total": 5,
|
||||
"events_ok": 5,
|
||||
"checkpoint_count": 2,
|
||||
"model": "gpt-oss:120b",
|
||||
"cloud": true,
|
||||
"lesson": "When multiple fills are requested for the same city, lock each worker to a single shift in a temporary assignment map before processing the next request. Pre‑select a backup pool from the nearest alternate city (e.g., Murfreesboro, TN) that stays within the 75‑mi bonus radius and reserve those candidates for emergency or misplacement fills. Before confirming any fill, run a quick cross‑check against the map to catch potential double‑bookings, especially for workers who appear in consecutive requests. If a double‑booking is detected, substitute the reserved Murfreesboro candidate to preserve the schedule and bonus eligibility.",
|
||||
"checkpoints": [
|
||||
{
|
||||
"after": "09:00",
|
||||
"risk": "double‑booked staff",
|
||||
"hint": "Check worker assignments to avoid double‑booking; if additional Shipping Clerks needed, pivot to Murfreesboro, TN (≈35 mi) – still within bonus radius."
|
||||
},
|
||||
{
|
||||
"after": "15:30",
|
||||
"risk": "Potential double‑booking conflict for Jamal Ruiz",
|
||||
"hint": "If the next shift is Packaging Operator in Nashville, assign a different local candidate—e.g., pull from Murfreesboro (45 mi) to stay within the bonus radius."
|
||||
}
|
||||
],
|
||||
"created_at": "2026-04-21T03:12:02.023Z",
|
||||
"file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776741122023.json"
|
||||
},
|
||||
{
|
||||
"date": "2026-05-05",
|
||||
"client": "Riverline Logistics — Nashville Downtown Build-Out",
|
||||
"cities": "Nashville",
|
||||
"states": "TN",
|
||||
"events_total": 5,
|
||||
"events_ok": 5,
|
||||
"checkpoint_count": 2,
|
||||
"model": "gpt-oss:20b",
|
||||
"cloud": false,
|
||||
"lesson": "** Before assigning any worker to a new shift, query the agent’s availability database for the specific candidate (e.g., Brenda M. Hernandez, Rachel S. Gonzalez, Jamal Ruiz). If a worker is already booked, immediately pivot to the nearest alternate city—Memphis, TN (45–70 mi)—and pull a pre‑selected reserve candidate for that role. Maintain a buffer of at least 10 % of the required role count in the local pool to absorb mid‑day misplacements or cancellations. This pre‑fetching and pivot rule will prevent double bookings and keep the fill rate on target.",
|
||||
"checkpoints": [
|
||||
{
|
||||
"after": "09:00",
|
||||
"risk": "Potential double booking of workers",
|
||||
"hint": "Verify availability of Brenda M. Hernandez and Rachel S. Gonzalez before assigning them to new shifts; if unavailable, pivot to Memphis, TN (45mi) for Shipping Clerk to avoid double booking."
|
||||
},
|
||||
{
|
||||
"after": "15:30",
|
||||
"risk": "Double booking risk for Jamal Ruiz",
|
||||
"hint": "Assign a different Packaging Operator in Nashville; if unavailable, pivot to Memphis, TN (70mi) for a Packaging Operator."
|
||||
}
|
||||
],
|
||||
"created_at": "2026-04-21T04:52:44.736Z",
|
||||
"file": "2026-05-05_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776747164736.json"
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1,100 @@
|
||||
# Scenario retrospective — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-05
|
||||
|
||||
Executor: `qwen3.5:latest` Reviewer: `qwen3:latest` Draft: `qwen2.5:latest` Overview(T3): `gpt-oss:20b`
|
||||
Prior lessons loaded into executor context: **3** (from 2026-05-05, 2026-05-05, 2026-05-05)
|
||||
|
||||
## Events
|
||||
|
||||
| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
|
||||
|---|---|---|---|---|---|---|---|---|
|
||||
| 07:00 | baseline_fill | Welder × 4 | 298 | ✓ 4 | 2 | 19.6 | 25 | 3 |
|
||||
| 08:30 | expansion | Packaging Operator × 6 | 189 | ✓ 6 | 2 | 18.9 | 23 | 6 |
|
||||
| 09:00 | baseline_fill | Shipping Clerk × 2 | 579 | ✓ 2 | 3 | 20.3 | 12 | 3 |
|
||||
| 13:00 | emergency | Welder × 2 | 211 | ✓ 2 | 2 | 19.2 | 25 | 2 |
|
||||
| 15:30 | misplacement | Packaging Operator × 1 | 330 | ✓ 1 | 4 | 28.4 | 23 | 2 |
|
||||
|
||||
## Final roster
|
||||
|
||||
| Worker | Booked | Role | City, ST | Status |
|
||||
|---|---|---|---|---|
|
||||
| undefined Lisa F. Wood | 07:00 | Welder | Nashville, TN | no_show |
|
||||
| undefined Melissa K. Rivera | 07:00 | Welder | Nashville, TN | confirmed |
|
||||
| undefined Kevin N. Watson | 07:00 | Welder | Nashville, TN | confirmed |
|
||||
| undefined Rachel D. Lewis | 07:00 | Welder | Nashville, TN | confirmed |
|
||||
| undefined Jamal Ruiz | 08:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
| undefined George King | 08:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
| undefined Michael A. Wright | 08:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
| undefined Emily Reyes | 08:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
| undefined Aisha Nguyen | 08:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
| undefined Kenneth L. Diaz | 08:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
| undefined Brenda M. Hernandez | 09:00 | Shipping Clerk | Nashville, TN | confirmed |
|
||||
| undefined Rachel S. Gonzalez | 09:00 | Shipping Clerk | Nashville, TN | confirmed |
|
||||
| undefined Rachel D. Lewis | 13:00 | Welder | Nashville, TN | confirmed |
|
||||
| undefined Lisa F. Wood | 13:00 | Welder | Nashville, TN | confirmed |
|
||||
| undefined Jamal Ruiz | 15:30 | Packaging Operator | Nashville, TN | confirmed |
|
||||
|
||||
## Gap signals
|
||||
|
||||
### double_book
|
||||
- **07:00** — undefined Melissa K. Rivera already booked for 07:00
|
||||
- **07:00** — undefined Kevin N. Watson already booked for 07:00
|
||||
- **07:00** — undefined Rachel D. Lewis already booked for 07:00
|
||||
- **08:30** — undefined Jamal Ruiz already booked for 07:00
|
||||
- **08:30** — undefined George King already booked for 07:00
|
||||
- **08:30** — undefined Michael A. Wright already booked for 07:00
|
||||
- **08:30** — undefined Emily Reyes already booked for 07:00
|
||||
- **08:30** — undefined Aisha Nguyen already booked for 07:00
|
||||
- **08:30** — undefined Kenneth L. Diaz already booked for 07:00
|
||||
- **09:00** — undefined Brenda M. Hernandez already booked for 07:00
|
||||
- **09:00** — undefined Rachel S. Gonzalez already booked for 07:00
|
||||
- **13:00** — undefined Rachel D. Lewis already booked for 07:00
|
||||
- **13:00** — undefined Lisa F. Wood already booked for 07:00
|
||||
- **15:30** — undefined Jamal Ruiz already booked for 07:00
|
||||
|
||||
### write_through
|
||||
- **09:00** — The socket connection was closed unexpectedly. For more information, pass `verbose: true` in the second argument to fetch()
|
||||
- **15:30** — The socket connection was closed unexpectedly. For more information, pass `verbose: true` in the second argument to fetch()
|
||||
|
||||
### fairness
|
||||
- _cross-event_ — Lisa F. Wood (undefined) booked 14 times today
|
||||
|
||||
### write_through_audit
|
||||
- _post-run_ — playbook_memory has 1936 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-40747 | Lisa F. Wood | 07:00 baseline_fill + 13:00 emergency | booked |
|
||||
| W500K-29052 | Melissa K. Rivera | 07:00 baseline_fill | booked |
|
||||
| W500K-16627 | Kevin N. Watson | 07:00 baseline_fill | booked |
|
||||
| W500K-17215 | Rachel D. Lewis | 07:00 baseline_fill + 13:00 emergency | booked |
|
||||
| W500K-4654 | Jamal Ruiz | 08:30 expansion | booked |
|
||||
| W500K-4076 | George King | 08:30 expansion | booked |
|
||||
| W500K-25376 | Michael A. Wright | 08:30 expansion | booked |
|
||||
| W500K-4430 | Emily Reyes | 08:30 expansion | booked |
|
||||
| W500K-1911 | Aisha Nguyen | 08:30 expansion | booked |
|
||||
| W500K-21175 | Kenneth L. Diaz | 08:30 expansion | booked |
|
||||
| W500K-49412 | Brenda M. Hernandez | 09:00 baseline_fill | booked |
|
||||
| W500K-18660 | Rachel S. Gonzalez | 09:00 baseline_fill | booked |
|
||||
| 4654 | Jamal Ruiz | 15:30 misplacement | booked |
|
||||
| undefined | Lisa F. Wood | 07:00 | no_show |
|
||||
|
||||
## Discovered patterns (meta-index)
|
||||
|
||||
What the system identified across semantically-similar past fills as each event ran:
|
||||
|
||||
- **07:00 baseline_fill** (Welder): Across 25 similar past playbooks (15 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: flexible · reliability median 0.80 (range 0.34–1.00)
|
||||
- **08:30 expansion** (Packaging Operator): Across 25 similar past playbooks (16 workers examined) · recurring certifications: Forklift (44%) · archetype mostly: communicator · reliability median 0.81 (range 0.34–1.00)
|
||||
- **09:00 baseline_fill** (Shipping Clerk): Across 25 similar past playbooks (16 workers examined) · recurring certifications: Forklift (44%) · archetype mostly: flexible · reliability median 0.81 (range 0.34–1.00)
|
||||
- **13:00 emergency** (Welder): Across 25 similar past playbooks (15 workers examined) · recurring certifications: Forklift (47%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
|
||||
- **15:30 misplacement** (Packaging Operator): Across 25 similar past playbooks (16 workers examined) · recurring certifications: Forklift (44%) · archetype mostly: flexible · reliability median 0.81 (range 0.34–1.00)
|
||||
|
||||
## Narrative
|
||||
|
||||
- 5/5 events reached consensus.
|
||||
- Final roster: 15 bookings across 1 distinct workers.
|
||||
- Workers touched (booked, failed, or otherwise decided): 14.
|
||||
- Playbook citations across the day: 108 (proof the feedback loop fired across events).
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,122 @@
|
||||
[
|
||||
{
|
||||
"name": "Lisa F. Wood",
|
||||
"booked_for": "07:00",
|
||||
"role": "Welder",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "no_show"
|
||||
},
|
||||
{
|
||||
"name": "Melissa K. Rivera",
|
||||
"booked_for": "07:00",
|
||||
"role": "Welder",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Kevin N. Watson",
|
||||
"booked_for": "07:00",
|
||||
"role": "Welder",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Rachel D. Lewis",
|
||||
"booked_for": "07:00",
|
||||
"role": "Welder",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Jamal Ruiz",
|
||||
"booked_for": "08:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "George King",
|
||||
"booked_for": "08:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Michael A. Wright",
|
||||
"booked_for": "08:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Emily Reyes",
|
||||
"booked_for": "08:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Aisha Nguyen",
|
||||
"booked_for": "08:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Kenneth L. Diaz",
|
||||
"booked_for": "08:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Brenda M. Hernandez",
|
||||
"booked_for": "09:00",
|
||||
"role": "Shipping Clerk",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Rachel S. Gonzalez",
|
||||
"booked_for": "09:00",
|
||||
"role": "Shipping Clerk",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Rachel D. Lewis",
|
||||
"booked_for": "13:00",
|
||||
"role": "Welder",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Lisa F. Wood",
|
||||
"booked_for": "13:00",
|
||||
"role": "Welder",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
},
|
||||
{
|
||||
"name": "Jamal Ruiz",
|
||||
"booked_for": "15:30",
|
||||
"role": "Packaging Operator",
|
||||
"city": "Nashville",
|
||||
"state": "TN",
|
||||
"status": "confirmed"
|
||||
}
|
||||
]
|
||||
@@ -0,0 +1,76 @@
|
||||
# SMS drafts — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-05
|
||||
|
||||
## 07:00 baseline_fill — Welder x4 in Nashville, TN
|
||||
|
||||
TO: Lisa F. Wood
|
||||
Confirming your shift as a welder at Riverline Logistics - Nashville Downtown Build-Out starting 07:00 AM. Contract pays up to $32/hr + local bonus. Kindly confirm or let us know if you're available.
|
||||
|
||||
---
|
||||
|
||||
TO: Melissa K. Rivera
|
||||
Morning! Confirming your shift as a welder for the Nashville Downtown Build-Out starting at 07:00 AM. Local candidates preferred. Contract pays up to $36/hr. Please confirm your availability.
|
||||
|
||||
---
|
||||
|
||||
TO: Kevin N. Watson
|
||||
Good morning, Kevin! Confirming your shift as a welder with Riverline Logistics - Nashville Downtown Build-Out from 07:00 AM. Local preference applies. Contract pays up to $32/hr + local bonus. Kindly confirm or let us know if you're available.
|
||||
|
||||
---
|
||||
|
||||
TO: Rachel D. Lewis
|
||||
Confirming your shift as a welder for the Nashville Downtown Build-Out starting at 07:00 AM. Local candidates preferred. Contract pays up to $32/hr + local bonus. Please confirm your availability.
|
||||
|
||||
## 08:30 expansion — Packaging Operator x6 in Nashville, TN
|
||||
|
||||
TO: Jamal Ruiz
|
||||
Confirming your shift as a Packaging Operator at Riverline Logistics starting 8:30 AM today in Nashville, TN.
|
||||
|
||||
---
|
||||
|
||||
TO: George King
|
||||
You're on for Packaging Operator at Riverline Logistics from 8:30 AM this morning in Nashville, TN.
|
||||
|
||||
---
|
||||
|
||||
TO: Michael A. Wright
|
||||
Your shift starts now at 8:30 AM as a Packaging Operator for Riverline Logistics in Nashville, TN.
|
||||
|
||||
---
|
||||
|
||||
TO: Emily Reyes
|
||||
Confirming your role as a Packaging Operator starting 8:30 AM today at Riverline Logistics in Nashville, TN.
|
||||
|
||||
---
|
||||
|
||||
TO: Aisha Nguyen
|
||||
You're scheduled to start at 8:30 AM as a Packaging Operator for Riverline Logistics in Nashville, TN.
|
||||
|
||||
---
|
||||
|
||||
TO: Kenneth L. Diaz
|
||||
Confirming your shift as a Packaging Operator from 8:30 AM today at Riverline Logistics in Nashville, TN.
|
||||
|
||||
## 09:00 baseline_fill — Shipping Clerk x2 in Nashville, TN
|
||||
|
||||
TO: Brenda M. Hernandez
|
||||
Confirmation for your shift as a Shipping Clerk at Riverline Logistics starting 09:00 AM today. Looking forward to your help in coordinating with the packaging team.
|
||||
|
||||
---
|
||||
|
||||
TO: Rachel S. Gonzalez
|
||||
Good morning! Confirming your shift as a Shipping Clerk from 09:00 AM. Your role is crucial in supporting our coordination efforts today.
|
||||
|
||||
## 13:00 emergency — Welder x2 in Nashville, TN
|
||||
|
||||
TO: Rachel D. Lewis
|
||||
Confirming your shift as a Welder starting at 13:00 PM for Riverline Logistics in Nashville, TN.
|
||||
|
||||
---
|
||||
|
||||
TO: Lisa F. Wood
|
||||
Confirming your shift as a Welder starting at 13:00 PM for Riverline Logistics in Nashville, TN.
|
||||
|
||||
## 15:30 misplacement — Packaging Operator x1 in Nashville, TN
|
||||
|
||||
TO: Jamal Ruiz
|
||||
Confirming your shift as a Packaging Operator starting at 15:30 PM today. Looking forward to your contribution!
|
||||
Reference in New Issue
Block a user