{
  "id": "lib-skill:shared--context-preservation",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "context-preservation",
    "description": "State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.",
    "libraryPath": "library/methodologies/pilot-shell/skills/context-preservation/SKILL.md",
    "contentSummary": "- Serialize current spec state (tasks, statuses, acceptance criteria)\n- Capture quality pipeline state (last lint/format/typecheck results)\n- Save TDD progress (current phase, iteration count, scores)\n- Store context monitor metrics\n- Write to `.pilot-shell/state.json`\n\n### 2. State Restore (S"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "skill-area:agentic-loops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--context-preservation",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}