{
  "id": "lib-skill:shared--quality-hooks",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "quality-hooks",
    "description": "Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.",
    "libraryPath": "library/methodologies/pilot-shell/skills/quality-hooks/SKILL.md",
    "contentSummary": "## Auto-Fix Convergence Loop\n\nWhen quality checks fail:\n1. Apply all auto-fixable issues\n2. Re-run quality checks\n3. Repeat up to 3 times\n4. Report remaining unfixable issues\n\n## Quality Scoring\n\nComposite score = weighted average:\n- Lint: 25%\n- Format: 15%\n- Typecheck: 25%\n- Tests: 35%\n\nTarget: 85/"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "skill-area:agentic-loops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--quality-hooks",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}