[
  {
    "id": "ia-001",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT", "Palantir", "All-Source Analysis"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA", "NGA"],
      "years_experience": 9,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "Full TS/SCI, all four skills, cert, DIA customer experience, 9 years over required 7, on location and available"
    }
  },
  {
    "id": "ia-002",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "All-Source Analysis", "Palantir"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 7,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Both mandatory skills met and all other dimensions strong but missing non-mandatory ArcGIS and HUMINT reduces skills score to 50% pulling total to Yellow"
    }
  },
  {
    "id": "ia-003",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "full_scope",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT", "Palantir", "Reporting", "Briefing"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA", "NRO", "CIA"],
      "years_experience": 12,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "ci",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "TS/SCI with full scope poly satisfies CI poly requirement, all four skills, cert, DIA customer, 12 years, on site and available"
    }
  },
  {
    "id": "ia-004",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 7,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": false
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "All job requirements fully met; currently unavailable but on site and otherwise proposal-ready; availability reduces location component but total remains well above 90"
    }
  },
  {
    "id": "ia-005",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 7,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": true}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Missing mandatory HUMINT skill; otherwise strong profile; domain expert marks Yellow even at 93.75 because mandatory gap must be addressed before proposal submission",
      "mandatory_gaps": ["HUMINT"]
    }
  },
  {
    "id": "ia-006",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": [],
      "customer_agencies": ["DIA"],
      "years_experience": 7,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "All skills, clearance, customer, experience, location met but missing the background investigation cert; cert gap reduces total into Yellow band"
    }
  },
  {
    "id": "ia-007",
    "candidate": {
      "clearance_level": "secret",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT", "All-Source Analysis"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 8,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "Secret clearance cannot satisfy TS/SCI requirement; clearance is disqualifying; domain expert calls Red even though engine may score 75 due to clearance scoring 0 while other components are perfect"
    }
  },
  {
    "id": "ia-008",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "expired",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 10,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "Experienced analyst with all skills but expired TS/SCI is disqualifying; domain expert marks Red because person cannot be placed until clearance is reinstated and adjudicated"
    }
  },
  {
    "id": "ia-009",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["All-Source Analysis", "Palantir"],
      "certs": [],
      "customer_agencies": ["Army"],
      "years_experience": 3,
      "location": "Reston, VA",
      "remote": false,
      "available": true,
      "relocatable": false
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "TS/SCI active but both mandatory skills missing, no cert, no DIA experience, only 3 of 7 years, and wrong location without willingness to relocate",
      "mandatory_gaps": ["SIGINT", "GEOINT"]
    }
  },
  {
    "id": "ia-010",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["NSA", "NGA"],
      "years_experience": 7,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Yellow",
      "rationale": "Excellent analyst with all skills, cert, clearance, and on site but has NSA and NGA experience not DIA; customer score zero drives total to Yellow band"
    }
  },
  {
    "id": "ia-011",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "ci",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 5,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "TS/SCI with CI poly, all skills, cert, DIA customer, on site and available; 5 of 7 years is slightly under but the experience penalty is small and total remains above 90"
    }
  },
  {
    "id": "ia-012",
    "candidate": {
      "clearance_level": "ts_sci",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 7,
      "location": "Bethesda, MD",
      "remote": false,
      "available": true,
      "relocatable": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Green",
      "rationale": "All dimensions fully met; nearby location with willingness to relocate earns partial location credit; total remains solidly above 90 and expert judges proposal ready"
    }
  },
  {
    "id": "ia-013",
    "candidate": {
      "clearance_level": "top_secret",
      "clearance_poly": "none",
      "clearance_status": "active",
      "skills": ["SIGINT", "GEOINT", "ArcGIS", "HUMINT"],
      "certs": ["TS/SCI Background Investigation"],
      "customer_agencies": ["DIA"],
      "years_experience": 8,
      "location": "Fort Meade, MD",
      "remote": false,
      "available": true
    },
    "requirement": {
      "required_level": "ts_sci",
      "required_poly": "none",
      "required_skills": [
        {"name": "SIGINT", "mandatory": true},
        {"name": "GEOINT", "mandatory": true},
        {"name": "ArcGIS", "mandatory": false},
        {"name": "HUMINT", "mandatory": false}
      ],
      "required_certs": ["TS/SCI Background Investigation"],
      "customer_agency": "DIA",
      "required_years": 7,
      "work_location": "Fort Meade, MD",
      "remote_allowed": false
    },
    "expected": {
      "band": "Red",
      "rationale": "Top Secret without SCI access cannot satisfy TS/SCI requirement; clearance gap is disqualifying for this intelligence role; domain expert marks Red even though engine may score 75"
    }
  }
]