{
  "registry_version": "2026.08.2",
  "count": 3,
  "items": [
    {
      "title": "Employment Gap Penalty Loop",
      "status": "active",
      "evidence_ids": [
        "EVD-003"
      ],
      "content": "# Employment Gap Penalty Loop\n\nAn employment gap triggers automated downranking (M-011), which pushes the profile below keyword and qualification filters (M-008); fewer interview invitations lengthen the gap, which in turn strengthens the downranking.\n\n### Cycle Dynamics\nThis causal loop reinforces mechanisms across iterations:\n- `M-011` amplifies `M-008`\n- `M-008` amplifies `M-011`",
      "id": "L-001",
      "type": "loop",
      "summary": "An employment gap triggers automated downranking (M-011), which pushes the profile below keyword and qualification filters (M-008); fewer interview invitations lengthen the gap, which in turn strengthens the downranking.",
      "mechanisms": [
        "M-011",
        "M-008"
      ],
      "edges": [
        {
          "from": "M-011",
          "to": "M-008",
          "relation": "amplifies"
        },
        {
          "from": "M-008",
          "to": "M-011",
          "relation": "amplifies"
        }
      ],
      "entry_points": [
        "M-011"
      ],
      "interventions": [
        "I-004"
      ],
      "evidence_level": "supported"
    },
    {
      "title": "Take-Home Opportunity-Cost Saturation Loop",
      "status": "active",
      "evidence_ids": [
        "EVD-006"
      ],
      "content": "# Take-Home Opportunity-Cost Saturation Loop\n\nCandidates invest heavy hours into unbounded take-home assignments, reducing bandwidth for applications, while reviewers suffer evaluation fatigue.\n\n### Cycle Dynamics\nThis causal loop reinforces mechanisms across iterations:\n- `M-012` amplifies `M-019`\n- `M-019` amplifies `M-012`",
      "id": "L-002",
      "type": "loop",
      "summary": "Candidates invest heavy hours into unbounded take-home assignments, reducing bandwidth for applications, while reviewers suffer evaluation fatigue.",
      "mechanisms": [
        "M-012",
        "M-019"
      ],
      "edges": [
        {
          "from": "M-012",
          "to": "M-019",
          "relation": "amplifies"
        },
        {
          "from": "M-019",
          "to": "M-012",
          "relation": "amplifies"
        }
      ],
      "entry_points": [
        "M-012"
      ],
      "interventions": [
        "I-006"
      ],
      "evidence_level": "supported"
    },
    {
      "title": "Inflated-Requirements Search Saturation Loop",
      "status": "active",
      "evidence_ids": [
        "EVD-001",
        "EVD-004"
      ],
      "content": "# Inflated-Requirements Search Saturation Loop\n\nTeams write inflated requirements, filtering out strong generalists, prolonging open search, causing recruiter fatigue and mid-process role redefinitions.\n\n### Cycle Dynamics\nThis causal loop reinforces mechanisms across iterations:\n- `M-024` amplifies `M-008`\n- `M-008` amplifies `M-013`\n- `M-013` amplifies `M-024`",
      "id": "L-003",
      "type": "loop",
      "summary": "Teams write inflated requirements, filtering out strong generalists, prolonging open search, causing recruiter fatigue and mid-process role redefinitions.",
      "mechanisms": [
        "M-024",
        "M-008",
        "M-013"
      ],
      "edges": [
        {
          "from": "M-024",
          "to": "M-008",
          "relation": "amplifies"
        },
        {
          "from": "M-008",
          "to": "M-013",
          "relation": "amplifies"
        },
        {
          "from": "M-013",
          "to": "M-024",
          "relation": "amplifies"
        }
      ],
      "entry_points": [
        "M-024"
      ],
      "interventions": [
        "I-001",
        "I-003"
      ],
      "evidence_level": "hypothesis"
    }
  ]
}