{
  "id": "lib-skill:shared--persistent-memory",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "persistent-memory",
    "description": "Observation capture and retrieval across sessions. Stores decisions, discoveries, and bugfix patterns. Searchable via tags and relevance scoring.",
    "libraryPath": "library/methodologies/pilot-shell/skills/persistent-memory/SKILL.md",
    "contentSummary": "## Storage\n\nObservations are stored in `.pilot-shell/memory/` as JSON files, one per session:\n```\n.pilot-shell/memory/\n  2026-03-02-session-a1b2c3.json\n  2026-03-01-session-d4e5f6.json\n```\n\n## Retrieval\n\nSearch by:\n- **Tags**: Filter by tag match\n- **Full text**: Search observation cont"
  },
  "outgoingEdges": [
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      "to": "skill-area:agentic-loops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--persistent-memory",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--persistent-memory",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--persistent-memory",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--persistent-memory",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--persistent-memory",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--persistent-memory",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}