{
  "repository": "langgenius/dify",
  "ref": "937fdb49a8a1912a8b0b36c415c06a4aca62e244",
  "methods": [
    {
      "slug": "formal",
      "title": "Formal verification and model checking"
    },
    {
      "slug": "static_analysis",
      "title": "Static analysis"
    },
    {
      "slug": "testing",
      "title": "Testing"
    },
    {
      "slug": "formatting",
      "title": "Formatting and hygiene"
    },
    {
      "slug": "supply_chain",
      "title": "Supply chain"
    },
    {
      "slug": "unclassified",
      "title": "Unclassified"
    }
  ],
  "verifications": [
    {
      "tool": "eslint",
      "method": "static_analysis",
      "commands": [
        "eslint --concurrency=auto",
        "eslint --fix --concurrency=auto",
        "eslint --quiet --concurrency=auto"
      ],
      "triggers": [
        "local"
      ],
      "evidence": [
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        {
          "path": "package.json",
          "locator": "scripts.lint:eslint:fix"
        },
        {
          "path": "package.json",
          "locator": "scripts.lint:eslint:quiet"
        },
        {
          "path": "package.json",
          "locator": "devDependencies: eslint"
        },
        {
          "path": "eslint.config.mjs",
          "locator": "config file"
        }
      ],
      "upstream": "https://github.com/eslint/eslint",
      "docs": "https://eslint.org/docs/latest/use/command-line-interface#exit-codes",
      "exit_codes": {
        "0": "no errors",
        "1": "linting errors found",
        "2": "configuration problem or internal error"
      },
      "autofix": true,
      "declared_only": false
    },
    {
      "tool": "golangci-lint",
      "method": "static_analysis",
      "commands": [
        "uses golangci/golangci-lint-action",
        "golangci-lint run ./..."
      ],
      "triggers": [
        "ci",
        "local"
      ],
      "evidence": [
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        },
        {
          "path": "dify-agent-runtime/Makefile",
          "locator": "target lint (line 31)"
        }
      ],
      "upstream": "https://github.com/golangci/golangci-lint",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": "ruff-check",
      "method": "static_analysis",
      "commands": [
        "ruff check --fix .",
        "ruff check ${targets[@]}",
        "ruff check src/dify_agent/layers/dify_core_tools/client.py tests/local/dify_agent/layers/dify_core_tools/test_client.py",
        "ruff check ./api",
        "ruff check --fix ./api"
      ],
      "triggers": [
        "ci",
        "local"
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      "evidence": [
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        {
          "path": ".github/workflows/autofix.yml",
          "locator": "jobs.autofix.steps[11]"
        },
        {
          "path": ".github/workflows/knowledge-fs-ci.yml",
          "locator": "jobs.quality.steps[8] (Lint Dify KnowledgeFS integration)"
        },
        {
          "path": ".github/workflows/knowledge-fs-ci.yml",
          "locator": "jobs.quality.steps[15] (Lint Dify Agent KnowledgeFS integration)"
        },
        {
          "path": "Makefile",
          "locator": "target check (line 64)"
        },
        {
          "path": "Makefile",
          "locator": "target lint (line 69)"
        },
        {
          "path": "api/pyproject.toml",
          "locator": "[dependency-groups] dev: ruff"
        },
        {
          "path": "dify-agent/pyproject.toml",
          "locator": "[tool.ruff]"
        },
        {
          "path": "dify-agent/pyproject.toml",
          "locator": "[dependency-groups] dev: ruff"
        },
        {
          "path": "api/.ruff.toml",
          "locator": "config file"
        },
        {
          "path": "api/tests/e2e_tests/containers/.ruff.toml",
          "locator": "config file"
        },
        {
          "path": "api/tests/unit_tests/.ruff.toml",
          "locator": "config file"
        }
      ],
      "upstream": "https://github.com/astral-sh/ruff",
      "docs": "https://docs.astral.sh/ruff/linter/#exit-codes",
      "exit_codes": {
        "0": "no violations",
        "1": "violations found",
        "2": "invalid configuration, CLI options or internal error"
      },
      "autofix": true,
      "declared_only": false
    },
    {
      "tool": "mkdocs",
      "method": "static_analysis",
      "commands": [],
      "triggers": [],
      "evidence": [
        {
          "path": "dify-agent/pyproject.toml",
          "locator": "[dependency-groups] docs: mkdocs"
        }
      ],
      "upstream": "https://github.com/mkdocs/mkdocs",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": true
    },
    {
      "tool": "tsc",
      "method": "static_analysis",
      "commands": [],
      "triggers": [],
      "evidence": [
        {
          "path": "cli/package.json",
          "locator": "devDependencies: typescript"
        },
        {
          "path": "e2e/package.json",
          "locator": "devDependencies: typescript"
        },
        {
          "path": "package.json",
          "locator": "devDependencies: typescript"
        },
        {
          "path": "web/package.json",
          "locator": "devDependencies: typescript"
        }
      ],
      "upstream": "https://github.com/microsoft/TypeScript",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": true
    },
    {
      "tool": "ci-matrix",
      "method": "testing",
      "commands": [
        "api-unit (python-version: 1, shardIndex: 2, shardTotal: 1)",
        "api-integration (python-version: 1)",
        "dify-agent-unit (python-version: 1)",
        "test (python-version: 1)"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/api-tests.yml",
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        {
          "path": ".github/workflows/api-tests.yml",
          "locator": "jobs.api-integration.strategy.matrix"
        },
        {
          "path": ".github/workflows/dify-agent-tests.yml",
          "locator": "jobs.dify-agent-unit.strategy.matrix"
        },
        {
          "path": ".github/workflows/vdb-tests-full.yml",
          "locator": "jobs.test.strategy.matrix"
        },
        {
          "path": ".github/workflows/vdb-tests.yml",
          "locator": "jobs.test.strategy.matrix"
        }
      ],
      "upstream": "https://docs.github.com/en/actions/how-tos/write-workflows/choose-what-workflows-do/run-job-variations",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": "go-test",
      "method": "testing",
      "commands": [
        "go test -race -count=1 ./...",
        "go test -tags=integration -v -count=1 -timeout=300s ./tests/...",
        "go test ./...",
        "go test ./benchmarks/ -bench . -run ^$$ -benchtime 40x"
      ],
      "triggers": [
        "ci",
        "local"
      ],
      "evidence": [
        {
          "path": ".github/workflows/sandbox-runtime-tests.yml",
          "locator": "jobs.sandbox-runtime-unit.steps[2] (Run unit tests)"
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        {
          "path": ".github/workflows/sandbox-runtime-tests.yml",
          "locator": "jobs.sandbox-runtime-integration.steps[3] (Run integration tests)"
        },
        {
          "path": "dify-agent-runtime/Makefile",
          "locator": "target integration-test (line 74)"
        },
        {
          "path": "dify-agent-runtime/Makefile",
          "locator": "target test (line 28)"
        },
        {
          "path": "dify-agent-runtime/Makefile",
          "locator": "target integration (line 85)"
        },
        {
          "path": "dify-agent-runtime/Makefile",
          "locator": "target benchmark (line 104)"
        }
      ],
      "upstream": "https://github.com/golang/go",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": "hypothesis",
      "method": "testing",
      "commands": [],
      "triggers": [],
      "evidence": [
        {
          "path": "api/pyproject.toml",
          "locator": "[dependency-groups] dev: hypothesis"
        }
      ],
      "upstream": "https://github.com/HypothesisWorks/hypothesis",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": "node-test",
      "method": "testing",
      "commands": [
        "node --test .github/scripts/knowledge-deploy-gates.test.cjs",
        "node --test .github/actions/wait-e2e-web-build/*.test.cjs"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/knowledge-fs-ci.yml",
          "locator": "jobs.quality.steps[2] (Test deployment revision gates)"
        },
        {
          "path": ".github/workflows/web-e2e.yml",
          "locator": "jobs.core-build.steps[1] (Test Web build synchronization)"
        }
      ],
      "upstream": "https://github.com/nodejs/node",
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": "pytest",
      "method": "testing",
      "commands": [
        "pytest -p no:benchmark --timeout ${PYTEST_TIMEOUT:-20} -n auto -o addopts=-p no:opik -p no:langsmith_plugin --cov=./api --cov-branch --import-mode=importlib --cov-report= --file-shard-plan unit-test-plan.json --shard-index $EXPR --shard-total $EXPR --write-test-durations test-results/durations-$EXPR.json --junitxml=test-results/unit.xml @$RUNNER_TEMP/unit-test-files.txt",
        "pytest -p no:benchmark --timeout ${PYTEST_TIMEOUT:-20} -n auto -o addopts=-p no:opik -p no:langsmith_plugin --cov=./api --cov-branch --import-mode=importlib --cov-report= --junitxml=test-results/controllers.xml api/tests/unit_tests/controllers api/tests/e2e_tests/contracts/controllers",
        "pytest -p no:benchmark --start-middleware --middleware-stop-timeout 2 -n auto -o addopts=-p no:opik -p no:langsmith_plugin --cov=./api --cov-branch --import-mode=importlib --cov-report= --timeout ${PYTEST_TIMEOUT:-180} api/tests/e2e_tests/middleware/workflow api/tests/e2e_tests/middleware/tools api/tests/e2e_tests/containers",
        "pytest",
        "pytest tests/local/dify_agent/layers/dify_core_tools/test_client.py -q"
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      "triggers": [
        "ci",
        "local"
      ],
      "evidence": [
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          "path": ".github/workflows/api-tests.yml",
          "locator": "jobs.api-unit.steps[5] (Run Unit Tests)"
        },
        {
          "path": ".github/workflows/api-tests.yml",
          "locator": "jobs.api-controllers.steps[4] (Run Controller Tests)"
        },
        {
          "path": ".github/workflows/api-tests.yml",
          "locator": "jobs.api-integration.steps[4] (Run Integration Tests)"
        },
        {
          "path": ".github/workflows/dify-agent-tests.yml",
          "locator": "jobs.dify-agent-unit.steps[4] (Run unit tests)"
        },
        {
          "path": ".github/workflows/knowledge-fs-ci.yml",
          "locator": "jobs.quality.steps[17] (Test Dify Agent KnowledgeFS integration)"
        },
        {
          "path": ".github/workflows/knowledge-fs-ci.yml",
          "locator": "jobs.vector-backends.steps[4] (Exercise real write, retry, filtered search, isolation and deletion)"
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        {
          "path": ".github/workflows/vdb-tests-full.yml",
          "locator": "jobs.test.steps[5] (Test Vector Stores)"
        },
        {
          "path": ".github/workflows/vdb-tests.yml",
          "locator": "jobs.test.steps[5] (Test Vector Stores)"
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        {
          "path": "Makefile",
          "locator": "target test (line 97)"
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          "path": "Makefile",
          "locator": "target test-all (line 102)"
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        {
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      "docs": "https://docs.pytest.org/en/stable/reference/exit-codes.html",
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          "locator": "devDependencies: vitest"
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        "ruff format ..",
        "ruff format .",
        "ruff format --check ${targets[@]}",
        "ruff format --check src/dify_agent/layers/dify_core_tools/client.py tests/local/dify_agent/layers/dify_core_tools/test_client.py",
        "ruff format ./api"
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        "local"
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        {
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        {
          "path": "Makefile",
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        {
          "path": "Makefile",
          "locator": "target lint (line 69)"
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        "2": "error"
      },
      "autofix": true,
      "declared_only": false
    },
    {
      "tool": "uv-lock",
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        "uv lock --check"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/dify-agent-tests.yml",
          "locator": "jobs.dify-agent-unit.steps[2] (Check UV lockfile)"
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      "docs": null,
      "exit_codes": {},
      "autofix": true,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "add_test_target $path"
      ],
      "triggers": [
        "ci"
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      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "ast-grep scan . --inline-rules $(cat /tmp/optional-rule.yml) --update-all"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/autofix.yml",
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      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "bash $RUNNER_TEMP/check-hotfix-cherry-picks.sh"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/hotfix-cherry-pick.yml",
          "locator": "jobs.check-cherry-pick-provenance.steps[3] (Check PR commits)"
        }
      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "bun scripts/e2e-provision.ts"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/cli-e2e.yml",
          "locator": "jobs.provision.steps[5] (Mint token & provision apps)"
        }
      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "bun scripts/generate-command-tree.ts --check"
      ],
      "triggers": [
        "local"
      ],
      "evidence": [
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          "path": "cli/package.json",
          "locator": "scripts.tree:check"
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        {
          "path": "cli/package.json",
          "locator": "scripts.ci"
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      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "coverage json --show-contexts -o $report"
      ],
      "triggers": [
        "ci"
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      "evidence": [
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          "path": ".github/workflows/knowledge-fs-ci.yml",
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      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "coverage run --branch --source=api -m pytest ${targets[@]} --no-cov -q"
      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
        {
          "path": ".github/workflows/knowledge-fs-ci.yml",
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        }
      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
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      "triggers": [
        "ci"
      ],
      "evidence": [
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          "path": ".github/workflows/api-tests.yml",
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        },
        {
          "path": ".github/workflows/api-tests.yml",
          "locator": "jobs.api-controllers.steps[6] (Generate coverage report)"
        },
        {
          "path": ".github/workflows/api-tests.yml",
          "locator": "jobs.api-integration.steps[5] (Generate coverage report)"
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      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
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      ],
      "triggers": [
        "ci"
      ],
      "evidence": [
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          "path": ".github/workflows/knowledge-fs-ci.yml",
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      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "dotenv-linter ./api/.env.example ./web/.env.example"
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      "triggers": [
        "ci",
        "local"
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      "evidence": [
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          "path": ".github/workflows/style.yml",
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        {
          "path": "Makefile",
          "locator": "target lint (line 69)"
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      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "else set -e"
      ],
      "triggers": [
        "local"
      ],
      "evidence": [
        {
          "path": "Makefile",
          "locator": "target test (line 97)"
        },
        {
          "path": "Makefile",
          "locator": "target test-all (line 102)"
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      ],
      "upstream": null,
      "docs": null,
      "exit_codes": {},
      "autofix": false,
      "declared_only": false
    },
    {
      "tool": null,
      "method": "unclassified",
      "commands": [
        "lint-imports"
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