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":7.903,"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_event":"15:30","event_kind":"misplacement","ok":true,"model":"gpt-oss:120b","duration_secs":6.624,"risk":"Potential double‑booking conflict for Jamal Ruiz","hint":"Use alternative Packaging Operator from Murfreesboro, TN (≈35 mi) to avoid double‑booking Jamal Ruiz."}
@@ -0,0 +1,5 @@
+{"at":"07:00","kind":"baseline_fill","operation":"fill: Welder x4 in Nashville, TN","fills":[{"candidate_id":"W500K-17215","name":"Rachel D. Lewis"},{"candidate_id":"W500K-40747","name":"Lisa F. Wood"},{"candidate_id":"W500K-16627","name":"Kevin N. Watson"},{"candidate_id":"W500K-29052","name":"Melissa K. Rivera"}],"turns":2,"duration_secs":15.9,"pool_size":298,"playbook_citations":["pb-seed-47f41d48c95d5844","pb-seed-23bc805bfed5d9bf","pb-seed-25958c37e0a66365","pb-seed-823cabc3a640e20c","pb-seed-43fd12b0c6d6e99b","pb-seed-d9fa24136c5d0d81","pb-seed-84f76afca8cc25af","pb-seed-21d7b669d9e10928"],"discovered_pattern":"Across 25 similar past playbooks (25 workers examined) · recurring certifications: OSHA-10 (48%), Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)"}
+{"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-21175","name":"Kenneth L. Diaz"},{"candidate_id":"W500K-1911","name":"Aisha Nguyen"}],"turns":2,"duration_secs":17.356,"pool_size":189,"playbook_citations":["pb-seed-e21bcfbf9ff0aee9","pb-seed-36702de803bda835","pb-seed-3a0016759e7a8497","pb-seed-5a7ddcddee8b435a","pb-seed-d8a92ec9e3c31773","pb-seed-2e5e35815025a7ba","pb-seed-7feb4b56b069d9b4"],"discovered_pattern":"Across 25 similar past playbooks (26 workers examined) · archetype mostly: communicator · 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":3,"duration_secs":22.298,"pool_size":579,"playbook_citations":["pb-seed-2ba5e72f018dcca1","pb-seed-0124b6b7469b3464","pb-seed-47537084a5180e49","pb-seed-62225ecba22c950f"],"discovered_pattern":"Across 25 similar past playbooks (26 workers examined) · archetype mostly: communicator · 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-40747","name":"Lisa F. Wood"}],"turns":3,"duration_secs":19.179,"pool_size":211,"playbook_citations":["pb-seed-47f41d48c95d5844","pb-seed-23bc805bfed5d9bf","pb-seed-25958c37e0a66365","pb-seed-823cabc3a640e20c","pb-seed-43fd12b0c6d6e99b","pb-seed-d9fa24136c5d0d81","pb-seed-84f76afca8cc25af","pb-seed-ea63f55b7e0be916","pb-seed-21d7b669d9e10928"],"discovered_pattern":"Across 25 similar past playbooks (25 workers examined) · recurring certifications: OSHA-10 (48%), Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)"}
+{"at":"15:30","kind":"misplacement","operation":"fill: Packaging Operator x1 in Nashville, TN","fills":[{"candidate_id":"W500K-4654","name":"Jamal Ruiz"}],"turns":3,"duration_secs":17.523,"pool_size":330,"playbook_citations":["pb-seed-e21bcfbf9ff0aee9","pb-seed-36702de803bda835","pb-seed-3a0016759e7a8497","pb-seed-5a7ddcddee8b435a"],"discovered_pattern":"Across 25 similar past playbooks (24 workers examined) · recurring certifications: OSHA-10 (42%), Forklift (42%) · archetype mostly: reliable · reliability median 0.80 (range 0.34–1.00)"}
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+# Client emails — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-01
+
+## 07:00 baseline_fill — Welder x4
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed
+
+We are pleased to confirm that 4 of 4 required welders have been filled as follows:
+- Rachel D. Lewis
+- Lisa F. Wood
+- Kevin N. Watson
+- Melissa K. Rivera
+
+Shift starts at 07:00 AM. Note that Alex Rivera, a trainee with 1 month experience, will be staffed. Contract deadline is 2026-05-19; please ensure this is noted.
+
+Best regards,
+Dispatch Team Lakehouse
+
+## 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 as Packaging Operators with the following team:
+
+- Jamal Ruiz
+- George King
+- Michael A. Wright
+- Emily Reyes
+- Kenneth L. Diaz
+- Aisha Nguyen
+
+Shifts will commence at 08:30 AM.
+
+Please note that Alex Rivera, a trainee (1 month), is part of this crew. His contract deadline is May 19, 2026; therefore, his availability is paramount.
+
+Best regards,
+
+[Your Name]  
+Lake House Dispatch
+
+## 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 as requested:
+
+- Brenda M. Hernandez 
+- Rachel S. Gonzalez
+
+Both workers will start their shifts at 09:00 AM today.
+
+Please note that Alex Rivera, a trainee with one month on the job, has been staffed for this position. The contract deadline is set for May 19, 2026; ensuring timely staffing 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
+
+We have filled 2 of 2 positions for Welders as requested. The workers, Rachel D. Lewis and Lisa F. Wood, will start their shift at 13:00 PM. Note that Alex Rivera (trainee, 1mo) is staffed; ensure his contract deadline is met by 2026-05-19 to avoid any disruptions.
+
+## 15:30 misplacement — Packaging Operator x1
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed
+
+We are pleased to confirm that Jamal Ruiz will be starting as a Packaging Operator at 15:30 PM today. Alex Rivera, our trainee (1 month), will also be on-site. His contract deadline is May 19, 2026; please ensure the position remains filled during this period.
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+# Cross-day lesson — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-01
+
+_Generated by `gpt-oss:120b` in 3.5s. Based on 5 events + 2 mid-day checkpoints._
+
+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.
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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": "2026-04-28",
+    "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": "Before confirming any fill, cross‑check the schedule for each role and flag workers already booked for another shift; pull replacements from the nearest qualified city within the 75‑mi radius (e.g., Murfreesboro for Shipping Clerks and Packaging Operators) before finalizing the assignment. Maintain a live list of unassigned workers per role in adjacent cities and prioritize those when a double‑booking risk appears. If a worker is flagged as double‑booked (e.g., Jamal Ruiz), immediately replace them with a local alternate rather than reassigning the same individual. Finally, refresh the system’s “available pool” cache after each fill to keep turn counts accurate and eliminate gaps.",
+    "checkpoints": [
+      {
+        "after": "09:00",
+        "risk": "Double-booking risk for scheduled workers",
+        "hint": "Select two unassigned Shipping Clerks from Murfreesboro, TN (≈35 mi) for the next shift to avoid double‑booking the Nashville staff."
+      },
+      {
+        "after": "15:30",
+        "risk": "Double-booked worker Jamal Ruiz causing conflict",
+        "hint": "Pivot to a Packaging Operator from Murfreesboro, TN (≈45 mi) – within bonus radius, avoid double‑booking Jamal Ruiz."
+      }
+    ],
+    "created_at": "2026-04-21T03:32:44.857Z",
+    "file": "2026-04-28_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776742364857.json"
+  },
+  {
+    "date": "2026-04-25",
+    "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 filling several roles in the same city, always cross‑check each candidate’s schedule before confirming a fill and lock the worker ID after every batch (e.g., after the 09:00 baseline fill) to prevent double‑booking. Keep a standby list of qualified alternates (such as Alex Patel for Packaging Operator) within the 75‑mi bonus radius ready to swap in instantly if a conflict arises. If a local conflict can’t be resolved, pre‑identify the nearest fallback city—Murfreesboro, TN—and have its pool size on hand so you can pivot without delay.",
+    "checkpoints": [
+      {
+        "after": "09:00",
+        "risk": "Potential double‑booking of staff",
+        "hint": "Before assigning next role (e.g., Assembly Tech in Nashville), confirm worker availability; if conflict, pivot to Murfreesboro, TN (≈45 mi) for comparable talent within bonus radius."
+      },
+      {
+        "after": "15:30",
+        "risk": "Potential double-booking conflict for Jamal Ruiz",
+        "hint": "For next Packaging Operator shift in Nashville, assign a different qualified worker (e.g., use Alex Patel) or pivot to Murfreesboro, TN (≈35 mi) to stay within bonus radius."
+      }
+    ],
+    "created_at": "2026-04-21T03:25:17.568Z",
+    "file": "2026-04-25_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776741917568.json"
+  }
+]
@@ -0,0 +1,98 @@
+# Scenario retrospective — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-01
+
+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, 2026-04-28, 2026-04-25)
+
+## Events
+
+| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
+|---|---|---|---|---|---|---|---|---|
+| 07:00 | baseline_fill | Welder × 4 | 298 | ✓ 4 | 2 | 15.9 | 8 | 3 |
+| 08:30 | expansion | Packaging Operator × 6 | 189 | ✓ 6 | 2 | 17.4 | 7 | 6 |
+| 09:00 | baseline_fill | Shipping Clerk × 2 | 579 | ✓ 2 | 3 | 22.3 | 4 | 2 |
+| 13:00 | emergency | Welder × 2 | 211 | ✓ 2 | 3 | 19.2 | 9 | 2 |
+| 15:30 | misplacement | Packaging Operator × 1 | 330 | ✓ 1 | 3 | 17.5 | 4 | 1 |
+
+## Final roster
+
+| Worker | Booked | Role | City, ST | Status |
+|---|---|---|---|---|
+| undefined Rachel D. Lewis | 07:00 | Welder | Nashville, TN | no_show |
+| undefined Lisa F. Wood | 07:00 | Welder | Nashville, TN | confirmed |
+| undefined Kevin N. Watson | 07:00 | Welder | Nashville, TN | confirmed |
+| undefined Melissa K. Rivera | 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 Kenneth L. Diaz | 08:30 | Packaging Operator | Nashville, TN | confirmed |
+| undefined Aisha Nguyen | 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 Lisa F. Wood already booked for 07:00
+- **07:00** — undefined Kevin N. Watson already booked for 07:00
+- **07:00** — undefined Melissa K. Rivera 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 Kenneth L. Diaz already booked for 07:00
+- **08:30** — undefined Aisha Nguyen 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
+
+### fairness
+- _cross-event_ — Rachel D. Lewis (undefined) booked 14 times today
+
+### write_through_audit
+- _post-run_ — playbook_memory has 1617 entries (ran 5 events, expected ≥ 5 new entries from this run)
+
+## Workers touched across the week
+
+16 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-17215 | Rachel D. Lewis | 07:00 baseline_fill | booked |
+| W500K-40747 | Lisa F. Wood | 07:00 baseline_fill | booked |
+| W500K-16627 | Kevin N. Watson | 07:00 baseline_fill | booked |
+| W500K-29052 | Melissa K. Rivera | 07:00 baseline_fill | 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-21175 | Kenneth L. Diaz | 08:30 expansion | booked |
+| W500K-1911 | Aisha Nguyen | 08:30 expansion | booked |
+| W500K-49412 | Brenda M. Hernandez | 09:00 baseline_fill | booked |
+| W500K-18660 | Rachel S. Gonzalez | 09:00 baseline_fill | booked |
+| 17215 | Rachel D. Lewis | 13:00 emergency | booked |
+| 40747 | Lisa F. Wood | 13:00 emergency | booked |
+| 4654 | Jamal Ruiz | 15:30 misplacement | booked |
+| undefined | Rachel D. Lewis | 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 (25 workers examined) · recurring certifications: OSHA-10 (48%), Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
+- **08:30 expansion** (Packaging Operator): Across 25 similar past playbooks (26 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
+- **09:00 baseline_fill** (Shipping Clerk): Across 25 similar past playbooks (26 workers examined) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)
+- **13:00 emergency** (Welder): Across 25 similar past playbooks (25 workers examined) · recurring certifications: OSHA-10 (48%), Forklift (40%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
+- **15:30 misplacement** (Packaging Operator): Across 25 similar past playbooks (24 workers examined) · recurring certifications: OSHA-10 (42%), Forklift (42%) · archetype mostly: reliable · 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): 16.
+- Playbook citations across the day: 32 (proof the feedback loop fired across events).
@@ -0,0 +1,122 @@
+[
+  {
+    "name": "Rachel D. Lewis",
+    "booked_for": "07:00",
+    "role": "Welder",
+    "city": "Nashville",
+    "state": "TN",
+    "status": "no_show"
+  },
+  {
+    "name": "Lisa F. Wood",
+    "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": "Melissa K. Rivera",
+    "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": "Kenneth L. Diaz",
+    "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": "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 +1,78 @@
+# SMS drafts — Riverline Logistics — Nashville Downtown Build-Out, 2026-05-01
+
+## 07:00 baseline_fill — Welder x4 in Nashville, TN
+
+TO: Rachel D. Lewis
+Confirming your shift as a welder at Riverline Logistics starting 07:00 AM today in Nashville, TN.
+
+---
+
+TO: Lisa F. Wood
+Good morning! Confirming your shift as a welder at Riverline Logistics starts at 07:00 AM today in Nashville, TN.
+
+---
+
+TO: Kevin N. Watson
+Morning Kevin! Confirming your shift as a welder at Riverline Logistics begins at 07:00 AM today in Nashville, TN.
+
+---
+
+TO: Melissa K. Rivera
+Confirming your shift as a welder at Riverline Logistics starts at 07:00 AM today in Nashville, TN.
+
+## 08:30 expansion — Packaging Operator x6 in Nashville, TN
+
+TO: Jamal Ruiz
+Riverline Logistics - Confirming 8:30 AM shift today. Thanks!
+
+---
+
+TO: George King
+Morning shift confirmed at 8:30 AM. See you there!
+
+---
+
+TO: Michael A. Wright
+Confirming your 8:30 AM shift today. Looking forward to it!
+
+---
+
+TO: Emily Reyes
+Good morning, confirm your 8:30 AM shift. Thanks!
+
+---
+
+TO: Kenneth L. Diaz
+Shift confirmed at 8:30 AM. See you then!
+
+---
+
+TO: Aisha Nguyen
+Confirming your 8:30 AM shift today. Looking forward to working with you!
+
+## 09:00 baseline_fill — Shipping Clerk x2 in Nashville, TN
+
+TO: Brenda M. Hernandez
+Good morning, Brenda! Confirming your shift as a Shipping Clerk at Riverline Logistics starting 9 AM today in Nashville, TN. Looking forward to having you on board!
+
+---
+
+TO: Rachel S. Gonzalez
+Hi Rachel! Just confirming your shift as a Shipping Clerk starts at 9 AM today at our Nashville location. Thanks for your help with the build-out!
+
+---
+
+## 13:00 emergency — Welder x2 in Nashville, TN
+
+TO: Rachel D. Lewis
+Confirming your shift as a welder starting at 13:00 PM today for Riverline Logistics in Nashville, TN.
+
+---
+
+TO: Lisa F. Wood
+Your shift as a welder starts at 13:00 PM today for the Nashville Downtown Build-Out by Riverline Logistics.
+
+## 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!