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Phase 23 — contract terms + staffer identity + competence-weighted retrieval

Browse Source 
Matrix-index the "who handled this" dimension so top staffers become
the training signal and juniors inherit their playbooks automatically
via the boost pipeline. Auto-discovered indicators emerge from
comparing trajectories across staffers on similar contracts — that was
always the architectural point; this wires the last piece.

ContractTerms:
- deadline, budget_total_usd, budget_per_hour_max, local_bonus_per_hour,
  local_bonus_radius_mi, fill_requirement ("paramount" | "preferred")
- Attached to ScenarioSpec, propagated into T3 checkpoint + cloud
  rescue prompts so cloud reasons about trade-offs (pivot within bonus
  radius first; respect per-hour cap; split across cities when
  fill_requirement=paramount).

Staffer:
- {id, name, tenure_months, role: senior|mid|junior|trainee}
- On ScenarioSpec; logged at scenario start; attached to KB outcome
- Recomputed StafferStats written to data/_kb/staffers.jsonl after
  every run: total_runs, fill_rate, avg_turns, avg_citations,
  rescue_rate, competence_score.
- Competence formula: 0.45*fill_rate + 0.20*turn_efficiency +
  0.20*citation_density + 0.15*rescue_rate. Normalized to 0..1.

findNeighbors now returns weighted_score = cosine × best_staffer_competence
(floored at 0.3 so high-similarity low-competence neighbors still
surface). pathway_recommender prompt shows the top staffer's identity
so cloud knows WHOSE playbook it's synthesizing from.

Demo infrastructure:
- tests/multi-agent/gen_staffer_demo.ts: 4 personas (Maria senior,
  James mid, Sam junior, Alex trainee) × 3 contracts (Nashville Welder,
  Joliet Warehouse, Indianapolis Assembly). 12 scenarios total.
- scripts/run_staffer_demo.sh: runs the 12 sequentially with
  LH_OVERVIEW_CLOUD=1. Post-run calls kb_staffer_report.py.
- scripts/kb_staffer_report.py: leaderboard + cross-staffer worker
  overlap (names endorsed by ≥2 staffers → auto-discovered high-value
  workers). Top vs bottom differential.

gen_scenarios.ts (Phase 22 generator) also now emits contract terms
on 70% of generated specs — future KB batches populate with realistic
constraint patterns instead of bare role+city+count.

Stress scenario from item A intentionally NOT the production test.
Real staffing has constraints; Nashville contract + staffer demo is
the honest test of whether the architecture produces measurable
differential between coordinator skill levels.

Demo batch launched — 12 runs × ~3min each ≈ 40min unattended. Report
emitted after batch.
This commit is contained in:
root
2026-04-20 22:16:09 -05:00
parent a7fc8e2256
commit 6b71c8e9b2
41 changed files with 2316 additions and 34 deletions
Download Patch File Download Diff File Expand all files Collapse all files
tests/multi-agent/scenarios/manifest.json
+126
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{
"count": 20,
"seed": 1337,
"scenarios": [
{
"file": "scen_000_Great_Lakes_Mfg_Cincinnati.json",
"client": "Great Lakes Mfg",
"city": "Cincinnati",
"events": 4
},
{
"file": "scen_001_Parallel_Machining_Joliet.json",
"client": "Parallel Machining",
"city": "Joliet",
"events": 2
},
{
"file": "scen_002_Summit_Industrial_Cincinnati.json",
"client": "Summit Industrial",
"city": "Cincinnati",
"events": 3
},
{
"file": "scen_003_Pioneer_Assembly_Chicago.json",
"client": "Pioneer Assembly",
"city": "Chicago",
"events": 1
},
{
"file": "scen_004_Midway_Distribution_Columbus.json",
"client": "Midway Distribution",
"city": "Columbus",
"events": 2
},
{
"file": "scen_005_Apex_Warehouse_Cleveland.json",
"client": "Apex Warehouse",
"city": "Cleveland",
"events": 3
},
{
"file": "scen_006_Pioneer_Assembly_Flint.json",
"client": "Pioneer Assembly",
"city": "Flint",
"events": 5
},
{
"file": "scen_007_Riverfront_Steel_Toledo.json",
"client": "Riverfront Steel",
"city": "Toledo",
"events": 3
},
{
"file": "scen_008_Northland_Logistics_Indianapolis.json",
"client": "Northland Logistics",
"city": "Indianapolis",
"events": 4
},
{
"file": "scen_009_Parallel_Machining_Flint.json",
"client": "Parallel Machining",
"city": "Flint",
"events": 3
},
{
"file": "scen_010_Northland_Logistics_Chicago.json",
"client": "Northland Logistics",
"city": "Chicago",
"events": 2
},
{
"file": "scen_011_Heritage_Foods_Flint.json",
"client": "Heritage Foods",
"city": "Flint",
"events": 3
},
{
"file": "scen_012_Parallel_Machining_Kansas_City.json",
"client": "Parallel Machining",
"city": "Kansas City",
"events": 3
},
{
"file": "scen_013_Horizon_Supply_Flint.json",
"client": "Horizon Supply",
"city": "Flint",
"events": 3
},
{
"file": "scen_014_Midway_Distribution_Indianapolis.json",
"client": "Midway Distribution",
"city": "Indianapolis",
"events": 4
},
{
"file": "scen_015_Cornerstone_Fabrication_Kansas_City.json",
"client": "Cornerstone Fabrication",
"city": "Kansas City",
"events": 4
},
{
"file": "scen_016_Riverfront_Steel_Columbus.json",
"client": "Riverfront Steel",
"city": "Columbus",
"events": 4
},
{
"file": "scen_017_Summit_Industrial_Detroit.json",
"client": "Summit Industrial",
"city": "Detroit",
"events": 2
},
{
"file": "scen_018_Heritage_Foods_Cincinnati.json",
"client": "Heritage Foods",
"city": "Cincinnati",
"events": 4
},
{
"file": "scen_019_Midway_Distribution_Chicago.json",
"client": "Midway Distribution",
"city": "Chicago",
"events": 3
}
]
}
tests/multi-agent/scenarios/nashville_contract.json
+66
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{
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"date": "2026-05-05",
"contract": {
"deadline": "2026-05-19",
"budget_total_usd": 180000,
"budget_per_hour_max": 32,
"local_bonus_per_hour": 4,
"local_bonus_radius_mi": 75,
"fill_requirement": "paramount"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Welder",
"count": 4,
"city": "Nashville",
"state": "TN",
"shift_start": "07:00 AM",
"scenario_note": "Skilled welding for downtown structural assembly. Prefer local (in 75mi). Contract pays up to $32/hr + $4/hr local bonus. Fill is paramount — the contract is worth $180K total, broken = penalty."
},
{
"kind": "expansion",
"at": "08:30",
"role": "Packaging Operator",
"count": 6,
"city": "Nashville",
"state": "TN",
"shift_start": "08:30 AM",
"scenario_note": "Warehouse packaging on-site for the same project. 6 workers preferred Nashville-local; out-of-area acceptable if local pool is exhausted. Respect budget."
},
{
"kind": "baseline_fill",
"at": "09:00",
"role": "Shipping Clerk",
"count": 2,
"city": "Nashville",
"state": "TN",
"shift_start": "09:00 AM",
"scenario_note": "Administrative/shipping coordination role. Two clerks needed; tightening the load on packaging team."
},
{
"kind": "emergency",
"at": "13:00",
"role": "Welder",
"count": 2,
"city": "Nashville",
"state": "TN",
"shift_start": "13:00 PM",
"deadline": "15:00",
"scenario_note": "A subcontractor just dropped out — need 2 more Welders by 3pm. Use cloud rescue path if Nashville supply is exhausted; pivot to within-radius first (if any in 75mi), then budget-permitting out-of-area."
},
{
"kind": "misplacement",
"at": "15:30",
"role": "Packaging Operator",
"count": 1,
"city": "Nashville",
"state": "TN",
"shift_start": "15:30 PM",
"replaces_event": "08:30",
"scenario_note": "One packager no-showed. Single refill. Any Nashville-area candidate, budget already covered."
}
]
}
tests/multi-agent/scenarios/scen_000_Great_Lakes_Mfg_Cincinnati.json
+43
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{
"client": "Great Lakes Mfg",
"date": "2026-04-21",
"events": [
{
"kind": "baseline_fill",
"at": "13:00",
"role": "Material Handler",
"count": 2,
"city": "Cincinnati",
"state": "OH",
"shift_start": "13:00 AM"
},
{
"kind": "recurring",
"at": "14:30",
"role": "Assembler",
"count": 2,
"city": "Cincinnati",
"state": "OH",
"shift_start": "14:30 AM"
},
{
"kind": "emergency",
"at": "10:30",
"role": "Material Handler",
"count": 3,
"city": "Cincinnati",
"state": "OH",
"shift_start": "10:30 AM"
},
{
"kind": "misplacement",
"at": "13:30",
"role": "Shipping Clerk",
"count": 1,
"city": "Cincinnati",
"state": "OH",
"shift_start": "13:30 AM",
"replaces_event": "13:00"
}
]
}
tests/multi-agent/scenarios/scen_001_Parallel_Machining_Joliet.json
+24
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{
"client": "Parallel Machining",
"date": "2026-04-22",
"events": [
{
"kind": "baseline_fill",
"at": "10:00",
"role": "Machine Operator",
"count": 2,
"city": "Joliet",
"state": "IL",
"shift_start": "10:00 AM"
},
{
"kind": "recurring",
"at": "09:30",
"role": "Packer",
"count": 2,
"city": "Joliet",
"state": "IL",
"shift_start": "09:30 AM"
}
]
}
tests/multi-agent/scenarios/scen_002_Summit_Industrial_Cincinnati.json
+33
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{
"client": "Summit Industrial",
"date": "2026-04-23",
"events": [
{
"kind": "baseline_fill",
"at": "13:30",
"role": "Shipping Clerk",
"count": 1,
"city": "Cincinnati",
"state": "OH",
"shift_start": "13:30 AM"
},
{
"kind": "recurring",
"at": "08:00",
"role": "Loader",
"count": 1,
"city": "Cincinnati",
"state": "OH",
"shift_start": "08:00 AM"
},
{
"kind": "emergency",
"at": "13:00",
"role": "Forklift Operator",
"count": 2,
"city": "Cincinnati",
"state": "OH",
"shift_start": "13:00 AM"
}
]
}
tests/multi-agent/scenarios/scen_003_Pioneer_Assembly_Chicago.json
+15
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{
"client": "Pioneer Assembly",
"date": "2026-04-24",
"events": [
{
"kind": "baseline_fill",
"at": "14:00",
"role": "Receiving Clerk",
"count": 3,
"city": "Chicago",
"state": "IL",
"shift_start": "14:00 AM"
}
]
}
tests/multi-agent/scenarios/scen_004_Midway_Distribution_Columbus.json
+24
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{
"client": "Midway Distribution",
"date": "2026-04-25",
"events": [
{
"kind": "baseline_fill",
"at": "09:30",
"role": "Forklift Operator",
"count": 1,
"city": "Columbus",
"state": "OH",
"shift_start": "09:30 AM"
},
{
"kind": "expansion",
"at": "13:00",
"role": "Assembler",
"count": 4,
"city": "Columbus",
"state": "OH",
"shift_start": "13:00 AM"
}
]
}
tests/multi-agent/scenarios/scen_005_Apex_Warehouse_Cleveland.json
+33
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{
"client": "Apex Warehouse",
"date": "2026-04-26",
"events": [
{
"kind": "baseline_fill",
"at": "10:30",
"role": "Receiving Clerk",
"count": 1,
"city": "Cleveland",
"state": "OH",
"shift_start": "10:30 AM"
},
{
"kind": "recurring",
"at": "15:30",
"role": "Quality Tech",
"count": 2,
"city": "Cleveland",
"state": "OH",
"shift_start": "15:30 AM"
},
{
"kind": "expansion",
"at": "14:30",
"role": "Machine Operator",
"count": 5,
"city": "Cleveland",
"state": "OH",
"shift_start": "14:30 AM"
}
]
}
tests/multi-agent/scenarios/scen_006_Pioneer_Assembly_Flint.json
+52
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{
"client": "Pioneer Assembly",
"date": "2026-04-27",
"events": [
{
"kind": "baseline_fill",
"at": "13:30",
"role": "CNC Operator",
"count": 2,
"city": "Flint",
"state": "MI",
"shift_start": "13:30 AM"
},
{
"kind": "recurring",
"at": "11:30",
"role": "Loader",
"count": 1,
"city": "Flint",
"state": "MI",
"shift_start": "11:30 AM"
},
{
"kind": "expansion",
"at": "14:00",
"role": "Welder",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "14:00 AM"
},
{
"kind": "emergency",
"at": "12:30",
"role": "Machine Operator",
"count": 2,
"city": "Flint",
"state": "MI",
"shift_start": "12:30 AM"
},
{
"kind": "misplacement",
"at": "17:00",
"role": "Shipping Clerk",
"count": 1,
"city": "Flint",
"state": "MI",
"shift_start": "17:00 AM",
"replaces_event": "13:30"
}
]
}
tests/multi-agent/scenarios/scen_007_Riverfront_Steel_Toledo.json
+34
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{
"client": "Riverfront Steel",
"date": "2026-04-28",
"events": [
{
"kind": "baseline_fill",
"at": "11:00",
"role": "Assembler",
"count": 3,
"city": "Toledo",
"state": "OH",
"shift_start": "11:00 AM"
},
{
"kind": "recurring",
"at": "14:00",
"role": "Material Handler",
"count": 1,
"city": "Toledo",
"state": "OH",
"shift_start": "14:00 AM"
},
{
"kind": "misplacement",
"at": "08:30",
"role": "Packer",
"count": 1,
"city": "Toledo",
"state": "OH",
"shift_start": "08:30 AM",
"replaces_event": "11:00"
}
]
}
tests/multi-agent/scenarios/scen_008_Northland_Logistics_Indianapolis.json
+43
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{
"client": "Northland Logistics",
"date": "2026-04-29",
"events": [
{
"kind": "baseline_fill",
"at": "14:00",
"role": "Quality Tech",
"count": 1,
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:00 AM"
},
{
"kind": "recurring",
"at": "12:30",
"role": "Shipping Clerk",
"count": 1,
"city": "Indianapolis",
"state": "IN",
"shift_start": "12:30 AM"
},
{
"kind": "emergency",
"at": "10:00",
"role": "Welder",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "10:00 AM"
},
{
"kind": "misplacement",
"at": "14:30",
"role": "Material Handler",
"count": 1,
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:30 AM",
"replaces_event": "14:00"
}
]
}
tests/multi-agent/scenarios/scen_009_Parallel_Machining_Flint.json
+33
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{
"client": "Parallel Machining",
"date": "2026-04-30",
"events": [
{
"kind": "baseline_fill",
"at": "16:00",
"role": "Loader",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "16:00 AM"
},
{
"kind": "recurring",
"at": "09:30",
"role": "Warehouse Associate",
"count": 2,
"city": "Flint",
"state": "MI",
"shift_start": "09:30 AM"
},
{
"kind": "emergency",
"at": "12:30",
"role": "Packer",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "12:30 AM"
}
]
}
tests/multi-agent/scenarios/scen_010_Northland_Logistics_Chicago.json
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{
"client": "Northland Logistics",
"date": "2026-05-01",
"events": [
{
"kind": "baseline_fill",
"at": "15:00",
"role": "Shipping Clerk",
"count": 1,
"city": "Chicago",
"state": "IL",
"shift_start": "15:00 AM"
},
{
"kind": "expansion",
"at": "10:00",
"role": "Warehouse Associate",
"count": 2,
"city": "Chicago",
"state": "IL",
"shift_start": "10:00 AM"
}
]
}
tests/multi-agent/scenarios/scen_011_Heritage_Foods_Flint.json
+33
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{
"client": "Heritage Foods",
"date": "2026-05-02",
"events": [
{
"kind": "baseline_fill",
"at": "10:00",
"role": "Receiving Clerk",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "10:00 AM"
},
{
"kind": "expansion",
"at": "14:30",
"role": "Shipping Clerk",
"count": 4,
"city": "Flint",
"state": "MI",
"shift_start": "14:30 AM"
},
{
"kind": "emergency",
"at": "08:30",
"role": "Assembler",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "08:30 AM"
}
]
}
tests/multi-agent/scenarios/scen_012_Parallel_Machining_Kansas_City.json
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{
"client": "Parallel Machining",
"date": "2026-05-03",
"events": [
{
"kind": "baseline_fill",
"at": "08:00",
"role": "Warehouse Associate",
"count": 2,
"city": "Kansas City",
"state": "MO",
"shift_start": "08:00 AM"
},
{
"kind": "recurring",
"at": "11:30",
"role": "Material Handler",
"count": 2,
"city": "Kansas City",
"state": "MO",
"shift_start": "11:30 AM"
},
{
"kind": "expansion",
"at": "09:00",
"role": "Warehouse Associate",
"count": 5,
"city": "Kansas City",
"state": "MO",
"shift_start": "09:00 AM"
}
]
}
tests/multi-agent/scenarios/scen_013_Horizon_Supply_Flint.json
+33
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{
"client": "Horizon Supply",
"date": "2026-05-04",
"events": [
{
"kind": "baseline_fill",
"at": "11:00",
"role": "Forklift Operator",
"count": 1,
"city": "Flint",
"state": "MI",
"shift_start": "11:00 AM"
},
{
"kind": "recurring",
"at": "10:30",
"role": "CNC Operator",
"count": 1,
"city": "Flint",
"state": "MI",
"shift_start": "10:30 AM"
},
{
"kind": "emergency",
"at": "16:30",
"role": "Receiving Clerk",
"count": 3,
"city": "Flint",
"state": "MI",
"shift_start": "16:30 AM"
}
]
}
tests/multi-agent/scenarios/scen_014_Midway_Distribution_Indianapolis.json
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{
"client": "Midway Distribution",
"date": "2026-05-05",
"events": [
{
"kind": "baseline_fill",
"at": "16:00",
"role": "Assembler",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "16:00 AM"
},
{
"kind": "recurring",
"at": "17:30",
"role": "Loader",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "17:30 AM"
},
{
"kind": "expansion",
"at": "10:30",
"role": "Packer",
"count": 5,
"city": "Indianapolis",
"state": "IN",
"shift_start": "10:30 AM"
},
{
"kind": "emergency",
"at": "12:00",
"role": "Loader",
"count": 4,
"city": "Indianapolis",
"state": "IN",
"shift_start": "12:00 AM"
}
]
}
tests/multi-agent/scenarios/scen_015_Cornerstone_Fabrication_Kansas_City.json
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{
"client": "Cornerstone Fabrication",
"date": "2026-05-06",
"events": [
{
"kind": "baseline_fill",
"at": "14:00",
"role": "Warehouse Associate",
"count": 2,
"city": "Kansas City",
"state": "MO",
"shift_start": "14:00 AM"
},
{
"kind": "recurring",
"at": "17:30",
"role": "Loader",
"count": 1,
"city": "Kansas City",
"state": "MO",
"shift_start": "17:30 AM"
},
{
"kind": "emergency",
"at": "12:00",
"role": "Packer",
"count": 3,
"city": "Kansas City",
"state": "MO",
"shift_start": "12:00 AM"
},
{
"kind": "misplacement",
"at": "16:30",
"role": "Assembler",
"count": 1,
"city": "Kansas City",
"state": "MO",
"shift_start": "16:30 AM",
"replaces_event": "14:00"
}
]
}
tests/multi-agent/scenarios/scen_016_Riverfront_Steel_Columbus.json
+43
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{
"client": "Riverfront Steel",
"date": "2026-05-07",
"events": [
{
"kind": "baseline_fill",
"at": "12:00",
"role": "Quality Tech",
"count": 3,
"city": "Columbus",
"state": "OH",
"shift_start": "12:00 AM"
},
{
"kind": "recurring",
"at": "09:30",
"role": "Machine Operator",
"count": 1,
"city": "Columbus",
"state": "OH",
"shift_start": "09:30 AM"
},
{
"kind": "emergency",
"at": "17:30",
"role": "Assembler",
"count": 3,
"city": "Columbus",
"state": "OH",
"shift_start": "17:30 AM"
},
{
"kind": "misplacement",
"at": "15:30",
"role": "Material Handler",
"count": 1,
"city": "Columbus",
"state": "OH",
"shift_start": "15:30 AM",
"replaces_event": "12:00"
}
]
}
tests/multi-agent/scenarios/scen_017_Summit_Industrial_Detroit.json
+24
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{
"client": "Summit Industrial",
"date": "2026-05-08",
"events": [
{
"kind": "baseline_fill",
"at": "13:00",
"role": "Warehouse Associate",
"count": 1,
"city": "Detroit",
"state": "MI",
"shift_start": "13:00 AM"
},
{
"kind": "recurring",
"at": "10:30",
"role": "Material Handler",
"count": 1,
"city": "Detroit",
"state": "MI",
"shift_start": "10:30 AM"
}
]
}
tests/multi-agent/scenarios/scen_018_Heritage_Foods_Cincinnati.json
+43
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@@ -0,0 +1,43 @@
{
"client": "Heritage Foods",
"date": "2026-05-09",
"events": [
{
"kind": "baseline_fill",
"at": "12:00",
"role": "Assembler",
"count": 1,
"city": "Cincinnati",
"state": "OH",
"shift_start": "12:00 AM"
},
{
"kind": "recurring",
"at": "17:30",
"role": "Welder",
"count": 1,
"city": "Cincinnati",
"state": "OH",
"shift_start": "17:30 AM"
},
{
"kind": "emergency",
"at": "13:30",
"role": "Material Handler",
"count": 2,
"city": "Cincinnati",
"state": "OH",
"shift_start": "13:30 AM"
},
{
"kind": "misplacement",
"at": "12:00",
"role": "Receiving Clerk",
"count": 1,
"city": "Cincinnati",
"state": "OH",
"shift_start": "12:00 AM",
"replaces_event": "12:00"
}
]
}
tests/multi-agent/scenarios/scen_019_Midway_Distribution_Chicago.json
+34
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@@ -0,0 +1,34 @@
{
"client": "Midway Distribution",
"date": "2026-05-10",
"events": [
{
"kind": "baseline_fill",
"at": "11:00",
"role": "Machine Operator",
"count": 2,
"city": "Chicago",
"state": "IL",
"shift_start": "11:00 AM"
},
{
"kind": "expansion",
"at": "17:00",
"role": "Shipping Clerk",
"count": 2,
"city": "Chicago",
"state": "IL",
"shift_start": "17:00 AM"
},
{
"kind": "misplacement",
"at": "09:30",
"role": "Packer",
"count": 1,
"city": "Chicago",
"state": "IL",
"shift_start": "09:30 AM",
"replaces_event": "11:00"
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-001_indianapolis_assembly.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
"date": "2026-04-24",
"contract": {
"deadline": "2026-05-26",
"budget_total_usd": 220000,
"budget_per_hour_max": 30,
"local_bonus_per_hour": 5,
"local_bonus_radius_mi": 60,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-001",
"name": "Maria Chen",
"tenure_months": 48,
"role": "senior"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:30",
"role": "Assembler",
"count": 6,
"city": "Indianapolis",
"state": "IN",
"shift_start": "07:30 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "recurring",
"at": "09:30",
"role": "Quality Tech",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "09:30 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "expansion",
"at": "11:00",
"role": "Machine Operator",
"count": 5,
"city": "Indianapolis",
"state": "IN",
"shift_start": "11:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "emergency",
"at": "14:00",
"role": "Machine Operator",
"count": 3,
"deadline": "16:00",
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "misplacement",
"at": "16:00",
"role": "Assembler",
"count": 1,
"replaces_event": "07:30",
"city": "Indianapolis",
"state": "IN",
"shift_start": "16:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-26, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-001_joliet_warehouse.json
+61
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@@ -0,0 +1,61 @@
{
"client": "Midway Distribution — Joliet DC Ramp",
"date": "2026-04-23",
"contract": {
"deadline": "2026-05-12",
"budget_total_usd": 120000,
"budget_per_hour_max": 28,
"local_bonus_per_hour": 3,
"local_bonus_radius_mi": 50,
"fill_requirement": "preferred"
},
"staffer": {
"id": "S-001",
"name": "Maria Chen",
"tenure_months": 48,
"role": "senior"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Warehouse Associate",
"count": 5,
"city": "Joliet",
"state": "IL",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "recurring",
"at": "10:00",
"role": "Forklift Operator",
"count": 3,
"city": "Joliet",
"state": "IL",
"shift_start": "10:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "expansion",
"at": "12:30",
"role": "Picker",
"count": 4,
"city": "Joliet",
"state": "IL",
"shift_start": "12:30 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "misplacement",
"at": "15:00",
"role": "Forklift Operator",
"count": 1,
"replaces_event": "10:00",
"city": "Joliet",
"state": "IL",
"shift_start": "15:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-12, fill=preferred."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-001_nashville_downtown.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"date": "2026-04-22",
"contract": {
"deadline": "2026-05-19",
"budget_total_usd": 180000,
"budget_per_hour_max": 32,
"local_bonus_per_hour": 4,
"local_bonus_radius_mi": 75,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-001",
"name": "Maria Chen",
"tenure_months": 48,
"role": "senior"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Welder",
"count": 4,
"city": "Nashville",
"state": "TN",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "expansion",
"at": "08:30",
"role": "Packaging Operator",
"count": 6,
"city": "Nashville",
"state": "TN",
"shift_start": "08:30 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "baseline_fill",
"at": "09:00",
"role": "Shipping Clerk",
"count": 2,
"city": "Nashville",
"state": "TN",
"shift_start": "09:00 AM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "emergency",
"at": "13:00",
"role": "Welder",
"count": 2,
"deadline": "15:00",
"city": "Nashville",
"state": "TN",
"shift_start": "13:00 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "misplacement",
"at": "15:30",
"role": "Packaging Operator",
"count": 1,
"replaces_event": "08:30",
"city": "Nashville",
"state": "TN",
"shift_start": "15:30 PM",
"scenario_note": "Staffed by Maria Chen (senior, 48mo). Contract deadline 2026-05-19, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-002_indianapolis_assembly.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
"date": "2026-04-27",
"contract": {
"deadline": "2026-05-26",
"budget_total_usd": 220000,
"budget_per_hour_max": 30,
"local_bonus_per_hour": 5,
"local_bonus_radius_mi": 60,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-002",
"name": "James Park",
"tenure_months": 14,
"role": "mid"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:30",
"role": "Assembler",
"count": 6,
"city": "Indianapolis",
"state": "IN",
"shift_start": "07:30 AM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "recurring",
"at": "09:30",
"role": "Quality Tech",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "09:30 AM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "expansion",
"at": "11:00",
"role": "Machine Operator",
"count": 5,
"city": "Indianapolis",
"state": "IN",
"shift_start": "11:00 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "emergency",
"at": "14:00",
"role": "Machine Operator",
"count": 3,
"deadline": "16:00",
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:00 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "misplacement",
"at": "16:00",
"role": "Assembler",
"count": 1,
"replaces_event": "07:30",
"city": "Indianapolis",
"state": "IN",
"shift_start": "16:00 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-26, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-002_joliet_warehouse.json
+61
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@@ -0,0 +1,61 @@
{
"client": "Midway Distribution — Joliet DC Ramp",
"date": "2026-04-26",
"contract": {
"deadline": "2026-05-12",
"budget_total_usd": 120000,
"budget_per_hour_max": 28,
"local_bonus_per_hour": 3,
"local_bonus_radius_mi": 50,
"fill_requirement": "preferred"
},
"staffer": {
"id": "S-002",
"name": "James Park",
"tenure_months": 14,
"role": "mid"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Warehouse Associate",
"count": 5,
"city": "Joliet",
"state": "IL",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "recurring",
"at": "10:00",
"role": "Forklift Operator",
"count": 3,
"city": "Joliet",
"state": "IL",
"shift_start": "10:00 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "expansion",
"at": "12:30",
"role": "Picker",
"count": 4,
"city": "Joliet",
"state": "IL",
"shift_start": "12:30 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "misplacement",
"at": "15:00",
"role": "Forklift Operator",
"count": 1,
"replaces_event": "10:00",
"city": "Joliet",
"state": "IL",
"shift_start": "15:00 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-12, fill=preferred."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-002_nashville_downtown.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"date": "2026-04-25",
"contract": {
"deadline": "2026-05-19",
"budget_total_usd": 180000,
"budget_per_hour_max": 32,
"local_bonus_per_hour": 4,
"local_bonus_radius_mi": 75,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-002",
"name": "James Park",
"tenure_months": 14,
"role": "mid"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Welder",
"count": 4,
"city": "Nashville",
"state": "TN",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "expansion",
"at": "08:30",
"role": "Packaging Operator",
"count": 6,
"city": "Nashville",
"state": "TN",
"shift_start": "08:30 AM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "baseline_fill",
"at": "09:00",
"role": "Shipping Clerk",
"count": 2,
"city": "Nashville",
"state": "TN",
"shift_start": "09:00 AM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "emergency",
"at": "13:00",
"role": "Welder",
"count": 2,
"deadline": "15:00",
"city": "Nashville",
"state": "TN",
"shift_start": "13:00 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "misplacement",
"at": "15:30",
"role": "Packaging Operator",
"count": 1,
"replaces_event": "08:30",
"city": "Nashville",
"state": "TN",
"shift_start": "15:30 PM",
"scenario_note": "Staffed by James Park (mid, 14mo). Contract deadline 2026-05-19, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-003_indianapolis_assembly.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
"date": "2026-04-30",
"contract": {
"deadline": "2026-05-26",
"budget_total_usd": 220000,
"budget_per_hour_max": 30,
"local_bonus_per_hour": 5,
"local_bonus_radius_mi": 60,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-003",
"name": "Sam Torres",
"tenure_months": 4,
"role": "junior"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:30",
"role": "Assembler",
"count": 6,
"city": "Indianapolis",
"state": "IN",
"shift_start": "07:30 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "recurring",
"at": "09:30",
"role": "Quality Tech",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "09:30 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "expansion",
"at": "11:00",
"role": "Machine Operator",
"count": 5,
"city": "Indianapolis",
"state": "IN",
"shift_start": "11:00 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "emergency",
"at": "14:00",
"role": "Machine Operator",
"count": 3,
"deadline": "16:00",
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:00 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "misplacement",
"at": "16:00",
"role": "Assembler",
"count": 1,
"replaces_event": "07:30",
"city": "Indianapolis",
"state": "IN",
"shift_start": "16:00 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-26, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-003_joliet_warehouse.json
+61
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@@ -0,0 +1,61 @@
{
"client": "Midway Distribution — Joliet DC Ramp",
"date": "2026-04-29",
"contract": {
"deadline": "2026-05-12",
"budget_total_usd": 120000,
"budget_per_hour_max": 28,
"local_bonus_per_hour": 3,
"local_bonus_radius_mi": 50,
"fill_requirement": "preferred"
},
"staffer": {
"id": "S-003",
"name": "Sam Torres",
"tenure_months": 4,
"role": "junior"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Warehouse Associate",
"count": 5,
"city": "Joliet",
"state": "IL",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "recurring",
"at": "10:00",
"role": "Forklift Operator",
"count": 3,
"city": "Joliet",
"state": "IL",
"shift_start": "10:00 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "expansion",
"at": "12:30",
"role": "Picker",
"count": 4,
"city": "Joliet",
"state": "IL",
"shift_start": "12:30 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "misplacement",
"at": "15:00",
"role": "Forklift Operator",
"count": 1,
"replaces_event": "10:00",
"city": "Joliet",
"state": "IL",
"shift_start": "15:00 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-12, fill=preferred."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-003_nashville_downtown.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"date": "2026-04-28",
"contract": {
"deadline": "2026-05-19",
"budget_total_usd": 180000,
"budget_per_hour_max": 32,
"local_bonus_per_hour": 4,
"local_bonus_radius_mi": 75,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-003",
"name": "Sam Torres",
"tenure_months": 4,
"role": "junior"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Welder",
"count": 4,
"city": "Nashville",
"state": "TN",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "expansion",
"at": "08:30",
"role": "Packaging Operator",
"count": 6,
"city": "Nashville",
"state": "TN",
"shift_start": "08:30 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "baseline_fill",
"at": "09:00",
"role": "Shipping Clerk",
"count": 2,
"city": "Nashville",
"state": "TN",
"shift_start": "09:00 AM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "emergency",
"at": "13:00",
"role": "Welder",
"count": 2,
"deadline": "15:00",
"city": "Nashville",
"state": "TN",
"shift_start": "13:00 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "misplacement",
"at": "15:30",
"role": "Packaging Operator",
"count": 1,
"replaces_event": "08:30",
"city": "Nashville",
"state": "TN",
"shift_start": "15:30 PM",
"scenario_note": "Staffed by Sam Torres (junior, 4mo). Contract deadline 2026-05-19, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-004_indianapolis_assembly.json
+72
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@@ -0,0 +1,72 @@
{
"client": "Pioneer Assembly — Indianapolis Plant Expansion",
"date": "2026-05-03",
"contract": {
"deadline": "2026-05-26",
"budget_total_usd": 220000,
"budget_per_hour_max": 30,
"local_bonus_per_hour": 5,
"local_bonus_radius_mi": 60,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-004",
"name": "Alex Rivera",
"tenure_months": 1,
"role": "trainee"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:30",
"role": "Assembler",
"count": 6,
"city": "Indianapolis",
"state": "IN",
"shift_start": "07:30 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "recurring",
"at": "09:30",
"role": "Quality Tech",
"count": 2,
"city": "Indianapolis",
"state": "IN",
"shift_start": "09:30 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "expansion",
"at": "11:00",
"role": "Machine Operator",
"count": 5,
"city": "Indianapolis",
"state": "IN",
"shift_start": "11:00 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "emergency",
"at": "14:00",
"role": "Machine Operator",
"count": 3,
"deadline": "16:00",
"city": "Indianapolis",
"state": "IN",
"shift_start": "14:00 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-26, fill=paramount."
},
{
"kind": "misplacement",
"at": "16:00",
"role": "Assembler",
"count": 1,
"replaces_event": "07:30",
"city": "Indianapolis",
"state": "IN",
"shift_start": "16:00 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-26, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-004_joliet_warehouse.json
+61
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{
"client": "Midway Distribution — Joliet DC Ramp",
"date": "2026-05-02",
"contract": {
"deadline": "2026-05-12",
"budget_total_usd": 120000,
"budget_per_hour_max": 28,
"local_bonus_per_hour": 3,
"local_bonus_radius_mi": 50,
"fill_requirement": "preferred"
},
"staffer": {
"id": "S-004",
"name": "Alex Rivera",
"tenure_months": 1,
"role": "trainee"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Warehouse Associate",
"count": 5,
"city": "Joliet",
"state": "IL",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "recurring",
"at": "10:00",
"role": "Forklift Operator",
"count": 3,
"city": "Joliet",
"state": "IL",
"shift_start": "10:00 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "expansion",
"at": "12:30",
"role": "Picker",
"count": 4,
"city": "Joliet",
"state": "IL",
"shift_start": "12:30 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
},
{
"kind": "misplacement",
"at": "15:00",
"role": "Forklift Operator",
"count": 1,
"replaces_event": "10:00",
"city": "Joliet",
"state": "IL",
"shift_start": "15:00 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-12, fill=preferred."
}
]
}
tests/multi-agent/scenarios/staffer_demo/S-004_nashville_downtown.json
+72
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{
"client": "Riverline Logistics — Nashville Downtown Build-Out",
"date": "2026-05-01",
"contract": {
"deadline": "2026-05-19",
"budget_total_usd": 180000,
"budget_per_hour_max": 32,
"local_bonus_per_hour": 4,
"local_bonus_radius_mi": 75,
"fill_requirement": "paramount"
},
"staffer": {
"id": "S-004",
"name": "Alex Rivera",
"tenure_months": 1,
"role": "trainee"
},
"events": [
{
"kind": "baseline_fill",
"at": "07:00",
"role": "Welder",
"count": 4,
"city": "Nashville",
"state": "TN",
"shift_start": "07:00 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "expansion",
"at": "08:30",
"role": "Packaging Operator",
"count": 6,
"city": "Nashville",
"state": "TN",
"shift_start": "08:30 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "baseline_fill",
"at": "09:00",
"role": "Shipping Clerk",
"count": 2,
"city": "Nashville",
"state": "TN",
"shift_start": "09:00 AM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "emergency",
"at": "13:00",
"role": "Welder",
"count": 2,
"deadline": "15:00",
"city": "Nashville",
"state": "TN",
"shift_start": "13:00 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
},
{
"kind": "misplacement",
"at": "15:30",
"role": "Packaging Operator",
"count": 1,
"replaces_event": "08:30",
"city": "Nashville",
"state": "TN",
"shift_start": "15:30 PM",
"scenario_note": "Staffed by Alex Rivera (trainee, 1mo). Contract deadline 2026-05-19, fill=paramount."
}
]
}
tests/multi-agent/scenarios/staffer_demo/manifest.json
+77
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{
"count": 12,
"scenarios": [
{
"file": "S-001_nashville_downtown.json",
"staffer": "Maria Chen",
"contract": "nashville_downtown",
"client": "Riverline Logistics — Nashville Downtown Build-Out"
},
{
"file": "S-001_joliet_warehouse.json",
"staffer": "Maria Chen",
"contract": "joliet_warehouse",
"client": "Midway Distribution — Joliet DC Ramp"
},
{
"file": "S-001_indianapolis_assembly.json",
"staffer": "Maria Chen",
"contract": "indianapolis_assembly",
"client": "Pioneer Assembly — Indianapolis Plant Expansion"
},
{
"file": "S-002_nashville_downtown.json",
"staffer": "James Park",
"contract": "nashville_downtown",
"client": "Riverline Logistics — Nashville Downtown Build-Out"
},
{
"file": "S-002_joliet_warehouse.json",
"staffer": "James Park",
"contract": "joliet_warehouse",
"client": "Midway Distribution — Joliet DC Ramp"
},
{
"file": "S-002_indianapolis_assembly.json",
"staffer": "James Park",
"contract": "indianapolis_assembly",
"client": "Pioneer Assembly — Indianapolis Plant Expansion"
},
{
"file": "S-003_nashville_downtown.json",
"staffer": "Sam Torres",
"contract": "nashville_downtown",
"client": "Riverline Logistics — Nashville Downtown Build-Out"
},
{
"file": "S-003_joliet_warehouse.json",
"staffer": "Sam Torres",
"contract": "joliet_warehouse",
"client": "Midway Distribution — Joliet DC Ramp"
},
{
"file": "S-003_indianapolis_assembly.json",
"staffer": "Sam Torres",
"contract": "indianapolis_assembly",
"client": "Pioneer Assembly — Indianapolis Plant Expansion"
},
{
"file": "S-004_nashville_downtown.json",
"staffer": "Alex Rivera",
"contract": "nashville_downtown",
"client": "Riverline Logistics — Nashville Downtown Build-Out"
},
{
"file": "S-004_joliet_warehouse.json",
"staffer": "Alex Rivera",
"contract": "joliet_warehouse",
"client": "Midway Distribution — Joliet DC Ramp"
},
{
"file": "S-004_indianapolis_assembly.json",
"staffer": "Alex Rivera",
"contract": "indianapolis_assembly",
"client": "Pioneer Assembly — Indianapolis Plant Expansion"
}
]
}