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>
2026-05-02 22:22:10 -05:00
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+{"after_event":"09:00","event_kind":"baseline_fill","ok":true,"model":"gpt-oss:120b","duration_secs":14.521,"risk":"double-booked staff violates scheduling policy","hint":"For next shift, assign new workers; pivot to Murfreesboro, TN (≈35 mi) for Shipping Clerk hires to stay within bonus radius."}
+{"after_event":"15:30","event_kind":"misplacement","ok":true,"model":"gpt-oss:120b","duration_secs":6.349,"risk":"Potential double‑booking of Jamal Ruiz","hint":"For the next shift, replace Jamal Ruiz with another qualified Packaging Operator from Nashville (e.g., Luis Ortega) or move his 07:00 slot to a later time to prevent double‑booking."}
@@ -0,0 +1,5 @@
+{"at":"07:00","kind":"baseline_fill","operation":"fill: Welder x4 in Nashville, TN","fills":[{"candidate_id":"W500K-29052","name":"Melissa K. Rivera"},{"candidate_id":"W500K-16627","name":"Kevin N. Watson"},{"candidate_id":"W500K-40747","name":"Lisa F. Wood"},{"candidate_id":"W500K-17215","name":"Rachel D. Lewis"}],"turns":2,"duration_secs":19.091,"pool_size":298,"playbook_citations":["pb-seed-21d7b669d9e10928","pb-seed-47f41d48c95d5844","pb-seed-43fd12b0c6d6e99b","pb-seed-23bc805bfed5d9bf","pb-seed-d9fa24136c5d0d81","pb-seed-25958c37e0a66365","pb-seed-84f76afca8cc25af","pb-seed-ea63f55b7e0be916","pb-seed-c3c17447e580effc","pb-seed-4e5c2c2938331559","pb-seed-823cabc3a640e20c","pb-seed-bf764785c0475514","pb-seed-a5a55577f55922e4","pb-seed-6c503d85fcdd2048"],"discovered_pattern":"Across 25 similar past playbooks (21 workers examined) · recurring certifications: Forklift (43%) · archetype mostly: reliable · 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":3,"duration_secs":22.882,"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"],"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":"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":2,"duration_secs":13.917,"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"],"discovered_pattern":"Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (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-29052","name":"Melissa K. Rivera"}],"turns":2,"duration_secs":14.207,"pool_size":211,"playbook_citations":["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-21d7b669d9e10928"],"discovered_pattern":"Across 25 similar past playbooks (21 workers examined) · recurring certifications: Forklift (43%) · 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":2,"duration_secs":15.576,"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"],"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)"}
@@ -0,0 +1,87 @@
+# Client emails — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-22
+
+## 07:00 baseline_fill — Welder x4
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed Welders  
+
+Dear River Logistics Team,
+
+We are pleased to confirm that we have filled all 4 positions with welders as requested:
+
+- Melissa K. Rivera
+- Kevin N. Watson
+- Lisa F. Wood
+- Rachel D. Lewis
+
+Shifts will commence at 07:00 AM. Maria Chen, our senior staff with 48 months of experience, has been assigned to this project and the contract deadline is set for May 19, 2026. We consider full staffing paramount.
+
+Best regards,
+
+[Your Name]  
+Lake House Dispatch
+
+## 08:30 expansion — Packaging Operator x6
+
+Subject: Confirmed 6/6
+
+Dear River Logistics Nashville,
+
+We are pleased to confirm that we have filled all six Packaging Operator roles with the following workers:
+
+- Jamal Ruiz
+- George King
+- Michael A. Wright
+- Emily Reyes
+- Aisha Nguyen
+- Kenneth L. Diaz
+
+Shifts commence at 08:30 AM.
+
+Note: This position is staffed by Maria Chen, a senior worker with 48 months of experience. The contract deadline is set for May 19, 2026; please ensure this date is prioritized to avoid any disruptions.
+
+Thank you for your partnership.
+
+Best regards,
+
+Dispatch Team
+dispatch@lakehouse.example
+
+## 09:00 baseline_fill — Shipping Clerk x2
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed
+
+Dear River Logistics Team,
+
+We are pleased to confirm that we have filled both roles of Shipping Clerk for your Nashville downtown build-out project. Brenda M. Hernandez and Rachel S. Gonzalez will start their shifts at 09:00 AM today. Maria Chen, a senior worker with 48 months of experience, is leading the team. Please note that her contract deadline is May 19, 2026; ensuring this fill remains paramount.
+
+Best regards,
+
+[Your Name]  
+Lakehouse Dispatch
+
+## 13:00 emergency — Welder x2
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed Welders  
+
+Dear River Logistics Team,
+
+We are pleased to confirm that we have filled both positions with Rachel D. Lewis and Melissa K. Rivera for the 13:00 PM shift as requested. Maria Chen, our senior welder with 48 months of experience, will be leading this crew. Please note that her contract deadline is set for May 19, 2026; ensuring timely completion is paramount.
+
+Best regards,
+
+[Your Name]  
+Lakehouse Dispatch
+
+## 15:30 misplacement — Packaging Operator x1
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed
+
+We have successfully filled 1 position for Packaging Operator with Jamal Ruiz. Shift starts at 15:30 PM. Staffed by Maria Chen (senior, 48mo). Contract deadline is 2026-05-19; fill paramount.
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+# Cross-day lesson — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-22
+
+_Generated by `gpt-oss:120b` in 5.9s. Based on 5 events + 2 mid-day checkpoints._
+
+Before each shift, cross‑check the current roster against the upcoming fill list to catch any worker already scheduled; if a conflict appears, immediately pull a qualified alternate from the local pool (e.g., another Packaging Operator from Nashville) or shift the conflicted worker to a later slot. Keep a standby list of at least two extra candidates per role within the 75‑mi bonus radius (e.g., Murfreesboro for Shipping Clerks) so you can pivot without losing the $4/hr bonus. When an emergency or misplacement request arrives, lock the needed slots first, then verify that no worker appears in two concurrent assignments. Update the roster in real time and confirm each assignment with the system before moving to the next event.
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+[
+  {
+    "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": "2026-05-01",
+    "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 target the same city, the pool’s “turns” metric can mask imminent double‑booking; always cross‑reference each candidate’s current assignment before confirming a new fill. Pre‑load a secondary candidate list from the nearest bonus‑eligible city (e.g., Murfreesboro, TN ≈ 35 mi) for every role that has already been placed twice in Nashville. If a worker appears in the “cites” count for a role more than once, automatically switch that fill to the Murfreesboro list to preserve the local $4/hr bonus and avoid conflicts. Finally, log each assignment’s turn number and gap count in a shared spreadsheet so the next shift can spot repeat usage at a glance.",
+    "checkpoints": [
+      {
+        "after": "09:00",
+        "risk": "double-booking workers",
+        "hint": "Pivot next role to Murfreesboro, TN (35 mi) to stay within bonus radius and avoid reusing Brenda Hernandez or Rachel Gonzalez."
+      },
+      {
+        "after": "15:30",
+        "risk": "Potential double‑booking conflict for Jamal Ruiz",
+        "hint": "Use alternative Packaging Operator from Murfreesboro, TN (≈35 mi) to avoid double‑booking Jamal Ruiz."
+      }
+    ],
+    "created_at": "2026-04-21T03:40:05.328Z",
+    "file": "2026-05-01_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776742805328.json"
+  },
+  {
+    "date": "2026-04-28",
+    "client": "Riverline Logistics — Nashville Downtown Build-Out",
+    "cities": "Nashville",
+    "states": "TN",
+    "events_total": 5,
+    "events_ok": 0,
+    "checkpoint_count": 2,
+    "model": "gpt-oss:120b",
+    "cloud": false,
+    "lesson": "(T3 lesson unavailable: POST http://localhost:3200/generate → 502: {\"detail\":\"Ollama error: {\\\"error\\\":\\\"model 'gpt-oss:120b' not found\\\"}\"})",
+    "checkpoints": [
+      {
+        "after": "09:00",
+        "risk": "POST http://localhost:3200/generate → 502: {\"detail\":\"Ollama error: {\\\"error\\\":\\",
+        "hint": "(T3 unavailable)"
+      },
+      {
+        "after": "15:30",
+        "risk": "POST http://localhost:3200/generate → 502: {\"detail\":\"Ollama error: {\\\"error\\\":\\",
+        "hint": "(T3 unavailable)"
+      }
+    ],
+    "created_at": "2026-04-21T04:04:53.341Z",
+    "file": "2026-04-28_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776744293341.json"
+  }
+]
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+# Scenario retrospective — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-22
+
+Executor: `qwen3.5:latest`   Reviewer: `qwen3:latest`   Draft: `qwen2.5:latest`   Overview(T3): `gpt-oss:120b (cloud)`
+Prior lessons loaded into executor context: **3** (from 2026-05-05, 2026-05-01, 2026-04-28)
+
+## Events
+
+| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
+|---|---|---|---|---|---|---|---|---|
+| 07:00 | baseline_fill | Welder × 4 | 298 | ✓ 4 | 2 | 19.1 | 14 | 3 |
+| 08:30 | expansion | Packaging Operator × 6 | 189 | ✓ 6 | 3 | 22.9 | 13 | 6 |
+| 09:00 | baseline_fill | Shipping Clerk × 2 | 579 | ✓ 2 | 2 | 13.9 | 7 | 2 |
+| 13:00 | emergency | Welder × 2 | 211 | ✓ 2 | 2 | 14.2 | 15 | 2 |
+| 15:30 | misplacement | Packaging Operator × 1 | 330 | ✓ 1 | 2 | 15.6 | 14 | 1 |
+
+## Final roster
+
+| Worker | Booked | Role | City, ST | Status |
+|---|---|---|---|---|
+| undefined Melissa K. Rivera | 07:00 | Welder | Nashville, TN | no_show |
+| undefined Kevin N. Watson | 07:00 | Welder | Nashville, TN | confirmed |
+| undefined Lisa F. Wood | 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 Melissa K. Rivera | 13:00 | Welder | Nashville, TN | confirmed |
+| undefined Jamal Ruiz | 15:30 | Packaging Operator | Nashville, TN | confirmed |
+
+## Gap signals
+
+### double_book
+- **07:00** — undefined Kevin N. Watson already booked for 07:00
+- **07:00** — undefined Lisa F. Wood 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 Melissa K. Rivera already booked for 07:00
+- **15:30** — undefined Jamal Ruiz already booked for 07:00
+
+### fairness
+- _cross-event_ — Melissa K. Rivera (undefined) booked 14 times today
+
+### write_through_audit
+- _post-run_ — playbook_memory has 1827 entries (ran 5 events, expected ≥ 5 new entries from this run)
+
+## Workers touched across the week
+
+13 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-29052 | Melissa K. Rivera | 07:00 baseline_fill + 13:00 emergency | booked |
+| W500K-16627 | Kevin N. Watson | 07:00 baseline_fill | booked |
+| W500K-40747 | Lisa F. Wood | 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 + 15:30 misplacement | 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 |
+| undefined | Melissa K. Rivera | 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 (21 workers examined) · recurring certifications: Forklift (43%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
+- **08:30 expansion** (Packaging 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)
+- **09:00 baseline_fill** (Shipping Clerk): Across 25 similar past playbooks (20 workers examined) · recurring certifications: Forklift (40%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
+- **13:00 emergency** (Welder): Across 25 similar past playbooks (21 workers examined) · recurring certifications: Forklift (43%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)
+- **15:30 misplacement** (Packaging 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)
+
+## Narrative
+
+- 5/5 events reached consensus.
+- Final roster: 15 bookings across 1 distinct workers.
+- Workers touched (booked, failed, or otherwise decided): 13.
+- Playbook citations across the day: 63 (proof the feedback loop fired across events).
@@ -0,0 +1,122 @@
+[
+  {
+    "name": "Melissa K. Rivera",
+    "booked_for": "07:00",
+    "role": "Welder",
+    "city": "Nashville",
+    "state": "TN",
+    "status": "no_show"
+  },
+  {
+    "name": "Kevin N. Watson",
+    "booked_for": "07:00",
+    "role": "Welder",
+    "city": "Nashville",
+    "state": "TN",
+    "status": "confirmed"
+  },
+  {
+    "name": "Lisa F. Wood",
+    "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": "Melissa K. Rivera",
+    "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, 2026-04-22
+
+## 07:00 baseline_fill — Welder x4 in Nashville, TN
+
+TO: Melissa K. Rivera
+Confirming your shift as a Welder starting at 07:00 AM today at Nashville, TN. Thanks!
+
+---
+
+TO: Kevin N. Watson
+Good morning! Confirming your shift starts at 07:00 AM as a Welder today in Nashville, TN.
+
+---
+
+TO: Lisa F. Wood
+Hi Lisa, confirming your shift as a Welder begins at 07:00 AM today at the Nashville, TN site.
+
+---
+
+TO: Rachel D. Lewis
+Confirming your shift starts at 07:00 AM today as a Welder at the Nashville, TN location.
+
+## 08:30 expansion — Packaging Operator x6 in Nashville, TN
+
+TO: Jamal Ruiz
+Confirming your shift as Packaging Operator at Riverline Logistics starting 8:30 AM today.
+
+---
+
+TO: George King
+Morning shift confirmed for you as Packaging Operator at Riverline Logistics from 8:30 AM.
+
+---
+
+TO: Michael A. Wright
+Good morning, Michael! Your shift is confirmed as a Packaging Operator at Riverline Logistics starting at 8:30 AM.
+
+---
+
+TO: Emily Reyes
+Confirming your shift as Packaging Operator at Riverline Logistics to start at 8:30 AM today.
+
+---
+
+TO: Aisha Nguyen
+Your shift as Packaging Operator at Riverline Logistics starts at 8:30 AM. Confirmed!
+
+---
+
+TO: Kenneth L. Diaz
+Shift confirmed for you as Packaging Operator at Riverline Logistics starting at 8:30 AM today.
+
+## 09:00 baseline_fill — Shipping Clerk x2 in Nashville, TN
+
+TO: Brenda M. Hernandez
+Confirming your shift as a Shipping Clerk at Riverline Logistics starting 09:00 AM today. Thanks!
+
+---
+
+TO: Rachel S. Gonzalez
+Your shift as a Shipping Clerk starts now at 09:00 AM for the Nashville Downtown Build-Out. Confirm receipt.
+
+## 13:00 emergency — Welder x2 in Nashville, TN
+
+TO: Rachel D. Lewis
+Confirming your shift as a Welder at Riverline Logistics - Nashville Downtown Build-Out starting 13:00 PM. Thanks!
+
+---
+
+TO: Melissa K. Rivera
+Confirming your shift as a Welder at Riverline Logistics - Nashville Downtown Build-Out starting 13:00 PM. Thanks!
+
+## 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. Thanks!