{
  "schema_version": "CandidateHardScreensV1",
  "generated_at": "2026-07-06T20:53:34.493Z",
  "role_key": "graphic-designer",
  "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": "socialgirlgalina_at_gmail_com",
      "email": "socialgirlgalina@gmail.com",
      "name": "Galina Rodriguez",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is inactive.",
      "evidence": "---\n# Identity\nemail: \"socialgirlgalina@gmail.com\"\nname: Galina Rodriguez\nwebsite_url: \"galinarodriguez.com\"\nlocation: San Diego, California, US\npreferred_hourly_pay_rate: $65/hr\n\n# Status (live from Neon)\nstatus: inactive\nhas_availability: true\nonboarded_at: 2022-01-12\n\n# Classifications (live from Neon)\nroles:\n  - Social Media Manager\nindustries:\n  - Apps\n  - Ecommerce\n  - Local Businesses\n  - Marketing Agencies\n  - Marketplaces\n  - Media\n  - Software & Tech\naudiences:\n  - Businesses (B2B)\n  -",
      "source": "profile"
    },
    {
      "candidate_id": "oherschmann_at_gmail_com",
      "email": "oherschmann@gmail.com",
      "name": "Ori Herschmann",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is inactive.",
      "evidence": "---\n# Identity\nemail: \"oherschmann@gmail.com\"\nname: Ori Herschmann\nwebsite_url: \"\"\nlocation: Palo Alto, California, US\npreferred_hourly_pay_rate: $125/hr\n\n# Status (live from Neon)\nstatus: inactive\nhas_availability: true\nonboarded_at: 2021-08-02\n\n# Classifications (live from Neon)\nroles:\n  - Growth Marketer\n  - Paid Search Marketer\n  - Paid Social Media Marketer\n  - Email Marketer\nindustries:\n  - Apps\n  - Ecommerce\n  - Local Businesses\n  - Marketing Agencies\n  - Marketplaces\n  - Media\n  - Servic",
      "source": "profile"
    },
    {
      "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: 2026-07-06T20:50:28.724426+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"
    }
  ],
  "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."
}