{
  "schema_version": "CandidateHardScreensV1",
  "generated_at": "2026-07-06T20:39:24.238Z",
  "role_key": "creative-strategist",
  "selected_count": 50,
  "llm_evaluated_count": 47,
  "screened_count": 3,
  "rules": [
    {
      "code": "invalid_candidate_identity",
      "behavior": "Screens malformed candidate records before profile refresh."
    },
    {
      "code": "missing_profile",
      "behavior": "Screens candidates with neither a live Neon profile nor a stale profile markdown fallback."
    },
    {
      "code": "offboarded_or_unavailable",
      "behavior": "Screens live profiles that explicitly indicate offboarded or unavailable status."
    }
  ],
  "screened_candidates": [
    {
      "candidate_id": "lalamber12_at_gmail_com",
      "email": "lalamber12@gmail.com",
      "name": "Lauren Lambert",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"lalamber12@gmail.com\"\nname: Lauren Lambert\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-02-24\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:36:27.662577+00:00\nneon_updated_at: 2026-02-24T20:33:14.652215+00:00\n---\n\n# Lauren Lambert\n\n> **STATUS: OFFBOARDED** as of 2026-02-24.\n> Reason: FL missed a couple of onboarding sessions without notice as per the client. GM reached out to the FL and no response.\n>\n> This freelancer is **n",
      "source": "profile"
    },
    {
      "candidate_id": "yykholeif_at_gmail_com",
      "email": "yykholeif@gmail.com",
      "name": "Youssef Kholeif",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"yykholeif@gmail.com\"\nname: Youssef Kholeif\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-06-01\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:37:43.750553+00:00\nneon_updated_at: 2026-06-01T16:45:40.067957+00:00\n---\n\n# Youssef Kholeif\n\n> **STATUS: OFFBOARDED** as of 2026-06-01.\n> Reason: Offboarded from active matching due to ongoing disconnects in communication, engagement check-ins, and adherence to internal processes.\n>\n> Thi",
      "source": "profile"
    },
    {
      "candidate_id": "mrjoemorgan_at_gmail_com",
      "email": "mrjoemorgan@gmail.com",
      "name": "Joe Morgan",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"mrjoemorgan@gmail.com\"\nname: Joe Morgan\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2025-12-16\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:38:08.691502+00:00\nneon_updated_at: 2025-12-19T03:41:38.697815+00:00\n---\n\n# Joe Morgan\n\n> **STATUS: OFFBOARDED** as of 2025-12-16.\n> Reason: refused to sign latest talent agreement.\n>\n> This freelancer is **no longer available** for new engagements and **MUST be excluded**\n> from matching. A",
      "source": "profile"
    }
  ],
  "disabled_rules": [
    "role_tag_mismatch",
    "required_tool_absence",
    "required_industry_absence"
  ],
  "disabled_rules_note": "Fuzzy fit screens remain disabled until replay validation proves they are safe."
}