{
  "id": "tool:flake8",
  "_kind": "Tool",
  "_file": "domain/tools/flake8.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "flake8",
    "homepageUrl": "https://github.com/PyCQA/flake8",
    "kind": "linter",
    "language": "language:python",
    "description": "Python tool that glues pyflakes, pycodestyle, and McCabe complexity checks.\n"
  },
  "outgoingEdges": [
    {
      "from": "tool:flake8",
      "to": "language:python",
      "kind": "belongs_to_language"
    },
    {
      "from": "tool:flake8",
      "to": "skill-area:code-quality",
      "kind": "used_for",
      "attributes": {}
    },
    {
      "from": "tool:flake8",
      "to": "tool:ruff",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Python linters — Flake8 is pure Python; Ruff is a faster Rust-based replacement"
      }
    },
    {
      "from": "tool:flake8",
      "to": "tool:mypy",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Python code quality — Flake8 is style/error linting; mypy is type checking"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "tool:mypy",
      "to": "tool:flake8",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Python code quality — mypy is type checking; Flake8 is style/error linting"
      }
    },
    {
      "from": "tool:ruff",
      "to": "tool:flake8",
      "kind": "alternative_to",
      "attributes": {
        "comparison": "Python linters — Ruff replaces Flake8 with faster Rust implementation"
      }
    }
  ]
}