{
  "schema_version": "CandidateHardScreensV1",
  "generated_at": "2026-07-09T16:49:34.166Z",
  "role_key": "social-media-manager",
  "selected_count": 50,
  "llm_evaluated_count": 44,
  "screened_count": 6,
  "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": "info_at_robbp_com",
      "email": "info@robbp.com",
      "name": "Robb Pollard",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"info@robbp.com\"\nname: Robb Pollard\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2025-11-18\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-09T16:46:29.678729+00:00\nneon_updated_at: 2026-05-29T19:00:42.997266+00:00\n---\n\n# Robb Pollard\n\n> **STATUS: OFFBOARDED** as of 2025-11-18.\n> Reason: FL refuses to sign the Talent Agreement\n>\n> This freelancer is **no longer available** for new engagements and **MUST be excluded**\n> from matching. Any h",
      "source": "profile"
    },
    {
      "candidate_id": "amandaelizabethgarren_at_gmail_com",
      "email": "amandaelizabethgarren@gmail.com",
      "name": "Amanda Garren",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"amandaelizabethgarren@gmail.com\"\nname: Amanda Garren\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-04-29\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-09T16:47:32.841039+00:00\nneon_updated_at: 2026-04-29T16:25:05.486941+00:00\n---\n\n# Amanda Garren\n\n> **STATUS: OFFBOARDED** as of 2026-04-29.\n> Reason: Deal: Open Rewards - Social Media Manager The freelancer requested a retainer increase to align with the updated scope. However, the cl",
      "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: 2026-07-09T16:47:33.203129+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": "karla_at_wonder_social",
      "email": "karla@wonder.social",
      "name": "Karla Rasmusson",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"karla@wonder.social\"\nname: Karla Rasmusson\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-01-22\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-09T16:47:33.549403+00:00\nneon_updated_at: 2026-01-22T17:19:38.939824+00:00\n---\n\n# Karla Rasmusson\n\n> **STATUS: OFFBOARDED** as of 2026-01-22.\n> Reason: went against MH policy to discuss buyout with a client; attitude not fit for MH platform\n>\n> This freelancer is **no longer available** for new",
      "source": "profile"
    },
    {
      "candidate_id": "trevorjones37_at_yahoo_com",
      "email": "trevorjones37@yahoo.com",
      "name": "Trevor Jones",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"trevorjones37@yahoo.com\"\nname: Trevor Jones\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-05-28\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-09T16:47:43.504320+00:00\nneon_updated_at: 2026-05-28T18:20:02.340644+00:00\n---\n\n# Trevor Jones\n\n> **STATUS: OFFBOARDED** as of 2026-05-28.\n> Reason: Client dissatisfaction due to ongoing performance concerns, poor campaign results, and misalignment on account management expectations during the",
      "source": "profile"
    },
    {
      "candidate_id": "giannaleflar_at_gmail_com",
      "email": "giannaleflar@gmail.com",
      "name": "Gianna Leflar",
      "code": "offboarded_or_unavailable",
      "reason": "Profile status is OFFBOARDED.",
      "evidence": "---\n# Identity\nemail: \"giannaleflar@gmail.com\"\nname: Gianna Leflar\nstatus: OFFBOARDED\n\n# Availability\nhas_availability: false\noffboarded_at: 2026-02-26\n\n# Metadata\nsource: neon (live)\ngenerated_at: 2026-07-09T16:47:53.960532+00:00\nneon_updated_at: 2026-02-26T16:40:07.728210+00:00\n---\n\n# Gianna Leflar\n\n> **STATUS: OFFBOARDED** as of 2026-02-26.\n> Reason: Offboaded due to unauthorized use of CL accounts to further her own profiles/accounts.\n>\n> This freelancer is **no longer available** for new en",
      "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."
}