{
  "schema_version": "CandidateHardScreensV1",
  "generated_at": "2026-07-06T20:22:55.943Z",
  "role_key": "paid-social-media-marketer",
  "selected_count": 50,
  "llm_evaluated_count": 46,
  "screened_count": 4,
  "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": "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: 2026-07-06T20:19:48.825008+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": "adamh7718_at_gmail_com",
      "email": "adamh7718@gmail.com",
      "name": "Adam Haddad",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"adamh7718@gmail.com\"\nname: Adam Haddad\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2023-04-18\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:19:49.104472+00:00\nneon_updated_at: 2025-06-18T23:24:32.063123+00:00\n---\n\n# Adam Haddad\n\n> **STATUS: OFFBOARDED** as of 2023-04-18.\n> Reason: Supply Audit - Unutilized profile\n>\n> This freelancer is **no longer available** for new engagements and **MUST be excluded**\n> from matching. Any hard",
      "source": "profile"
    },
    {
      "candidate_id": "kurlyrtr_at_gmail_com",
      "email": "kurlyrtr@gmail.com",
      "name": "Kirill Lantsouzovski",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"kurlyrtr@gmail.com\"\nname: Kirill Lantsouzovski\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2023-10-24\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:20:26.893316+00:00\nneon_updated_at: 2025-10-12T08:22:55.929864+00:00\n---\n\n# Kirill Lantsouzovski\n\n> **STATUS: OFFBOARDED** as of 2023-10-24.\n> Reason: Supply Audit - Offboarded as a part of the Network Review conducted in October 2023. If the freelancer reaches out to get reapproved o",
      "source": "profile"
    },
    {
      "candidate_id": "cydschwartz_at_gmail_com",
      "email": "cydschwartz@gmail.com",
      "name": "Cydney Schwartz",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"cydschwartz@gmail.com\"\nname: Cydney Schwartz\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-03-04\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-06T20:20:27.169499+00:00\nneon_updated_at: 2026-03-04T16:28:05.770071+00:00\n---\n\n# Cydney Schwartz\n\n> **STATUS: OFFBOARDED** as of 2026-03-04.\n> Reason: Following the last scoping session scheduled with the FL, she shared that she is not comfortable with the trial period. I explained how the t",
      "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."
}