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":8.69,"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_event":"15:30","event_kind":"misplacement","ok":true,"model":"gpt-oss:120b","duration_secs":10.865,"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."}
@@ -0,0 +1,5 @@
+{"at":"07:00","kind":"baseline_fill","operation":"fill: Welder x4 in Nashville, TN","fills":[{"candidate_id":"W500K-16627","name":"Kevin N. Watson"},{"candidate_id":"W500K-40747","name":"Lisa F. Wood"},{"candidate_id":"W500K-29052","name":"Melissa K. Rivera"},{"candidate_id":"W500K-17215","name":"Rachel D. Lewis"}],"turns":2,"duration_secs":14.525,"pool_size":298,"playbook_citations":["pb-seed-21d7b669d9e10928","pb-seed-43fd12b0c6d6e99b","pb-seed-d9fa24136c5d0d81","pb-seed-47f41d48c95d5844","pb-seed-23bc805bfed5d9bf","pb-seed-25958c37e0a66365"],"discovered_pattern":"Across 25 similar past playbooks (26 workers examined) · recurring certifications: OSHA-10 (42%) · 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":16.755,"pool_size":189,"playbook_citations":["pb-seed-e21bcfbf9ff0aee9","pb-seed-36702de803bda835","pb-seed-5a7ddcddee8b435a","pb-seed-d8a92ec9e3c31773"],"discovered_pattern":"Across 25 similar past playbooks (28 workers examined) · archetype mostly: communicator · reliability median 0.79 (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":20.004,"pool_size":579,"playbook_citations":["pb-seed-2ba5e72f018dcca1","pb-seed-0124b6b7469b3464","pb-seed-47537084a5180e49"],"discovered_pattern":"Across 25 similar past playbooks (28 workers examined) · archetype mostly: communicator · reliability median 0.79 (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":13.713,"pool_size":211,"playbook_citations":["pb-seed-47f41d48c95d5844","pb-seed-23bc805bfed5d9bf","pb-seed-25958c37e0a66365","pb-seed-43fd12b0c6d6e99b","pb-seed-d9fa24136c5d0d81","pb-seed-84f76afca8cc25af","pb-seed-21d7b669d9e10928"],"discovered_pattern":"Across 25 similar past playbooks (26 workers examined) · recurring certifications: OSHA-10 (42%) · 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":18.95,"pool_size":330,"playbook_citations":["pb-seed-e21bcfbf9ff0aee9","pb-seed-36702de803bda835","pb-seed-5a7ddcddee8b435a"],"discovered_pattern":"Across 25 similar past playbooks (27 workers examined) · recurring certifications: Forklift (41%), OSHA-10 (41%) · archetype mostly: communicator · reliability median 0.80 (range 0.34–1.00)"}
@@ -0,0 +1,82 @@
+# Client emails — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-28
+
+## 07:00 baseline_fill — Welder x4
+
+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 4 Welder positions as requested:
+
+- Kevin N. Watson  
+- Lisa F. Wood  
+- Melissa K. Rivera  
+- Rachel D. Lewis  
+
+Shift starts at 07:00 AM today. Sam Torres, our junior staff (4 months), is on-site and flagged for the contract deadline of May 19, 2026.
+
+Best regards,
+
+[Your Name]  
+Lake House 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:
+
+- Jamal Ruiz
+- George King
+- Michael A. Wright
+- Emily Reyes
+- Kenneth L. Diaz
+- Aisha Nguyen
+
+Shifts start at 08:30 AM today. Please note that Sam Torres, our junior staff member (4 months), is leading this assignment and the contract deadline is 19 May 2026. Ensuring a smooth operation remains paramount.
+
+Best regards,
+
+[Your Name]  
+Dispatch Team, Lake House Logistics
+
+## 09:00 baseline_fill — Shipping Clerk x2
+
+To: staffing@riverlinelogistics—nashvilledowntownbuild-out.example  
+From: dispatch@lakehouse.example  
+Subject: Confirmed
+
+We are pleased to confirm that we have filled both roles of Shipping Clerk with Brenda M. Hernandez and Rachel S. Gonzalez for the 09:00 AM shift starting today. Notably, Sam Torres (junior, 4mo) will be staffed; ensure his contract deadline is met by 2026-05-19 as this is paramount.
+
+## 13:00 emergency — Welder 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 2 of 2 positions for Welders as requested:
+
+- Rachel D. Lewis 
+- Lisa F. Wood 
+
+Shifts start at 13:00 PM. Please note, the placement is staffed by Sam Torres (junior, 4mo). Contract deadline is 2026-05-19; ensuring paramount fill.
+
+Best regards,
+
+Dispatch Team
+
+## 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 starting at 15:30 PM. Staffed by Sam Torres (junior, 4mo). Contract deadline is 2026-05-19; please ensure this fill is paramount.
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+# Cross-day lesson — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-28
+
+_Generated by `gpt-oss:120b` in 5.8s. Based on 5 events + 2 mid-day checkpoints._
+
+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.
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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": "2026-04-25",
+    "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"
+  },
+  {
+    "date": "2026-04-22",
+    "client": "Riverline Logistics — Nashville Downtown Build-Out",
+    "cities": "Nashville",
+    "states": "TN",
+    "events_total": 5,
+    "events_ok": 4,
+    "checkpoint_count": 2,
+    "model": "gpt-oss:120b",
+    "cloud": true,
+    "lesson": "Before assigning any worker, cross‑check the current schedule for that individual to prevent double‑booking; for Riverline Logistics, pull Shipping Clerk candidates from Murfreesboro (≈45 mi) first, since the local bonus applies and it avoids overlapping Brenda Hernandez and Rachel Gonzalez. After each fill, run a lightweight JSON schema validator on the executor’s response to catch missing braces or unquoted strings before the system records the placement. If validation fails, abort the fill, log the error, and retry with a corrected payload rather than proceeding to the next event. This two‑step pre‑check eliminates both the double‑booking risk and the recurring JSON‑format error.",
+    "checkpoints": [
+      {
+        "after": "09:00",
+        "risk": "Double-booking risk for assigned workers",
+        "hint": "Pivot to Shipping Clerk candidates from Murfreesboro, TN (≈45 mi) to stay within bonus radius and avoid double‑booking Brenda Hernandez and Rachel Gonzalez."
+      },
+      {
+        "after": "15:30",
+        "risk": "JSON formatting error in executor response",
+        "hint": "Validate executor output before sending: ensure JSON object ends with a closing brace and all strings are quoted correctly for Packaging Operator in Nashville, TN."
+      }
+    ],
+    "created_at": "2026-04-21T03:17:58.449Z",
+    "file": "2026-04-22_Riverline_Logistics_—_Nashville_Downtown_Build-Out_1776741478449.json"
+  }
+]
@@ -0,0 +1,96 @@
+# Scenario retrospective — Riverline Logistics — Nashville Downtown Build-Out, 2026-04-28
+
+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, 2026-04-25, 2026-04-22)
+
+## Events
+
+| At | Kind | Role / Count | Pool | Fills | Turns | Dur(s) | Cites | Gaps |
+|---|---|---|---|---|---|---|---|---|
+| 07:00 | baseline_fill | Welder × 4 | 298 | ✓ 4 | 2 | 14.5 | 6 | 3 |
+| 08:30 | expansion | Packaging Operator × 6 | 189 | ✓ 6 | 2 | 16.8 | 4 | 6 |
+| 09:00 | baseline_fill | Shipping Clerk × 2 | 579 | ✓ 2 | 3 | 20.0 | 3 | 2 |
+| 13:00 | emergency | Welder × 2 | 211 | ✓ 2 | 2 | 13.7 | 7 | 2 |
+| 15:30 | misplacement | Packaging Operator × 1 | 330 | ✓ 1 | 3 | 18.9 | 3 | 1 |
+
+## Final roster
+
+| Worker | Booked | Role | City, ST | Status |
+|---|---|---|---|---|
+| undefined Kevin N. Watson | 07:00 | Welder | Nashville, TN | no_show |
+| undefined Lisa F. Wood | 07:00 | Welder | Nashville, TN | confirmed |
+| undefined Melissa K. Rivera | 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 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 Melissa K. Rivera 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 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_ — Kevin N. Watson (undefined) booked 14 times today
+
+### write_through_audit
+- _post-run_ — playbook_memory has 1604 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-16627 | Kevin N. Watson | 07:00 baseline_fill | booked |
+| W500K-40747 | Lisa F. Wood | 07:00 baseline_fill + 13:00 emergency | booked |
+| W500K-29052 | Melissa K. Rivera | 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-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 |
+| 4654 | Jamal Ruiz | 15:30 misplacement | booked |
+| undefined | Kevin N. Watson | 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 (26 workers examined) · recurring certifications: OSHA-10 (42%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
+- **08:30 expansion** (Packaging Operator): Across 25 similar past playbooks (28 workers examined) · archetype mostly: communicator · reliability median 0.79 (range 0.34–1.00)
+- **09:00 baseline_fill** (Shipping Clerk): Across 25 similar past playbooks (28 workers examined) · archetype mostly: communicator · reliability median 0.79 (range 0.34–1.00)
+- **13:00 emergency** (Welder): Across 25 similar past playbooks (26 workers examined) · recurring certifications: OSHA-10 (42%) · archetype mostly: communicator · reliability median 0.80 (range 0.19–1.00)
+- **15:30 misplacement** (Packaging Operator): Across 25 similar past playbooks (27 workers examined) · recurring certifications: Forklift (41%), OSHA-10 (41%) · 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): 14.
+- Playbook citations across the day: 23 (proof the feedback loop fired across events).
@@ -0,0 +1,122 @@
+[
+  {
+    "name": "Kevin N. Watson",
+    "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": "Melissa K. Rivera",
+    "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": "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, 2026-04-28
+
+## 07:00 baseline_fill — Welder x4 in Nashville, TN
+
+TO: Kevin N. Watson
+Confirming your shift as a welder starting at 7 AM today. Looking forward to your contribution! W500K-16627
+
+---
+
+TO: Lisa F. Wood
+Good morning! Confirming your shift as a welder from 7 AM. Thanks for your support! W500K-40747
+
+---
+
+TO: Melissa K. Rivera
+Morning! Confirming your shift as a welder starting at 7 AM today. See you soon! W500K-29052
+
+---
+
+TO: Rachel D. Lewis
+Confirming your shift as a welder from 7 AM this morning. Thanks for stepping in! W500K-17215
+
+## 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. Thanks!
+
+---
+
+TO: George King
+Morning shift confirmed for you as a Packaging Operator at our Nashville location. See you at 8:30 AM.
+
+---
+
+TO: Michael A. Wright
+Shift confirmed for you as a Packaging Operator from 8:30 AM. Looking forward to seeing you there!
+
+---
+
+TO: Emily Reyes
+Confirming your shift as a Packaging Operator starting 8:30 AM today. See you at the Nashville location!
+
+---
+
+TO: Kenneth L. Diaz
+Your shift is confirmed as a Packaging Operator starting 8:30 AM. See you at Riverline Logistics in Nashville.
+
+---
+
+TO: Aisha Nguyen
+Shift confirmed for you as a Packaging Operator from 8:30 AM. Looking forward to seeing you at the Nashville location!
+
+## 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. Looking forward to having you on board!
+
+---
+
+TO: Rachel S. Gonzalez
+Hi Rachel! Just confirming your shift as a Shipping Clerk at our Nashville location starts at 9 AM today. 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 at Nashville, TN. Thanks!
+
+---
+
+TO: Lisa F. Wood
+Your shift as a Welder starts now at 13:00 PM at the Nashville, TN site for Riverline Logistics. Confirm receipt.
+
+## 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 at Nashville Downtown Build-Out. Thanks!