{
  "id": "lib-skill:shared--anti-drift",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "anti-drift",
    "description": "Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.",
    "libraryPath": "library/methodologies/ruflo/skills/anti-drift/SKILL.md",
    "contentSummary": "- Tasks with high risk of scope creep\n- When multiple agents work on related subtasks\n- Critical tasks where deviation is costly\n\n## Anti-Drift Mechanisms\n\n1. **Hierarchical Coordinator** - Queen agent validates alignment at checkpoints\n2. **Frequent Checkpoints** - Every 2 subtasks (configur"
  },
  "outgoingEdges": [
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      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--anti-drift",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--anti-drift",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--anti-drift",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--anti-drift",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--anti-drift",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--anti-drift",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}