{
  "id": "methodology:pilot-shell",
  "_kind": "Methodology",
  "_file": "domain/methodologies/methodologies.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Pilot Shell",
    "description": "A spec-driven development framework with strict TDD, quality hooks, and persistent\nmemory. Enforces spec-driven planning, strict Red-Green-Refactor cycles, automated\nquality pipelines (lint/format/typecheck), and cross-session persistent memory.\nSupports feature mode (semantic search to spec to TDD), bugfix mode (analysis to\nbehavior contract to test-before-fix), and codebase sync mode for convention\ndiscovery.\n",
    "methodologyKind": "ai-assisted",
    "origin": "Max Ritter"
  },
  "outgoingEdges": [
    {
      "from": "methodology:pilot-shell",
      "to": "domain:software-engineering",
      "kind": "applies_to"
    }
  ],
  "incomingEdges": [
    {
      "from": "lib-process:shared--pilot-shell-bugfix",
      "to": "methodology:pilot-shell",
      "kind": "follows_methodology",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--pilot-shell-feature",
      "to": "methodology:pilot-shell",
      "kind": "follows_methodology",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--pilot-shell-orchestrator",
      "to": "methodology:pilot-shell",
      "kind": "follows_methodology",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--pilot-shell-quality-pipeline",
      "to": "methodology:pilot-shell",
      "kind": "follows_methodology",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:shared--pilot-shell-sync",
      "to": "methodology:pilot-shell",
      "kind": "follows_methodology",
      "attributes": {
        "weight": 1
      }
    }
  ]
}