astronomer / astro-airflow-mcp

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

本报告未能采集到解析后的依赖集合：GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

安装 pypi:astro-airflow-mcp@0.9.1 会引入 73 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

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          "is_bot": false,
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          "body": "- Quickstart section with one-click install buttons for VS Code and Cursor\n- Manual JSON config as fallback in collapsible dropdown\n- CLI commands for Claude Code, Gemini CLI, and Codex CLI\n- Dropdowns reduce visual clutter while keeping all info accessible\n- Consolidates auth examples and adds CLI options table\n- Moves standalone server docs to Advanced Usage section\n\nConfig explicitly includes --transport stdio (server defaults to HTTP).",
          "is_bot": false,
          "headline": "docs: restructure README with improved MCP client configuration (#23)",
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          "is_bot": false,
          "headline": "refactor: migrate to httpx and remove dead code (#22)",
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          "headline": "Replace pre-commit with prek (#24)",
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          "body": "* feat: add Claude Code commands and skills for contributors\n\nAdds slash commands and skills for Claude Code to help contributors\nwork with this codebase.\n\n## Slash Commands (.claude/commands/)\n\n- /add-tool - Scaffold a new MCP tool with proper docstrings\n- /add-adapter-method - Add method to both V\n[…]\n for commands that take arguments\n- Add allowed-tools for check-airflow-compat\n- Use bash execution (!) in check command\n- Simplify SKILL.md, use globs instead of triggers\n- Make commands more concise",
          "is_bot": false,
          "headline": "feat: add Claude Code commands and skills for contributors (#21)",
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          "body": "## Summary\n\nCleanup of stale configuration, documentation fixes, and improved error\nhandling in the build/test pipeline.\n\n## Changes\n\n### 1. Remove stale templates force-include (pyproject.toml)\n\nThe `[tool.hatchling.build.targets.wheel.force-include]` section referenced\n`src/astro_airflow_mcp/templ\n[…]\nnd are imported in tests.\n   They also enable future type checking if desired.\n\nQ: Will the Makefile change break anything?\nA: No - it only changes behavior on test failure. Success path is identical.",
          "is_bot": false,
          "headline": "chore: remove stale config and fix documentation (#17)",
          "author_name": "Kaxil Naik",
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          "body": "… (#19)\n\nThe docstrings incorrectly stated the default timeout was 1800 seconds\n(30 minutes), but the actual default is 3600 seconds (60 minutes).\n\nFixed in three places:\n- _trigger_dag_and_wait_impl docstring (line 1172)\n- trigger_dag_and_wait docstring description (line 1326)\n- trigger_dag_and_wait Args section (line 1342)",
          "is_bot": false,
          "headline": "docs: fix incorrect timeout values in trigger_dag_and_wait docstrings…",
          "author_name": "Kaxil Naik",
          "author_login": "kaxil",
          "committed_at": "2026-01-12T16:21:09Z",
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        {
          "oid": "9c836c1dc2b3b05a0d721582add122cc0db351c7",
          "body": "* docs: add AGENTS.md for AI-assisted contributions\n\nUniversal agent guidance file for AI coding assistants (Claude Code,\nCursor, Copilot, etc.) contributing to this repository.\n\nCovers:\n- Architecture overview\n- Code conventions (httpx, adapter pattern)\n- MCP tool docstring format\n- Airflow v2/v3 differences\n- Testing patterns\n\n* Add CLAUDE.md symlink for Claude Code compatibility",
          "is_bot": false,
          "headline": "docs: add AGENTS.md for AI-assisted contributions (#20)",
          "author_name": "Kaxil Naik",
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          "committed_at": "2026-01-12T16:20:32Z",
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          "body": "Add two new MCP tools to control DAG scheduling state:\n- pause_dag(dag_id): Pause a DAG to prevent new scheduled runs\n- unpause_dag(dag_id): Unpause a DAG to resume scheduling\n\nImplementation includes:\n- New _patch() HTTP method in base adapter for PATCH requests\n- Abstract methods in base adapter w\n[…]\nfinitions with detailed docstrings\n- Unit tests for _patch method and pause/unpause operations\n- Integration tests for both Airflow 2.x and 3.x\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: Add pause_dag and unpause_dag tools for DAG management (#16)",
          "author_name": "Evgenii Prusov",
          "author_login": "evgenii-prusov",
          "committed_at": "2026-01-12T14:03:42Z",
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          "body": "* Adds tool call logging\n\n* Clean up logging a bit\n\n* Use FastMCP middleware logger",
          "is_bot": false,
          "headline": "Add tool call logging to MCP server (#15)",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
          "committed_at": "2026-01-09T16:48:29Z",
          "body_truncated": false,
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          "oid": "1e23dd0eab1d0722094b12f58f4a92cd6073bdd8",
          "body": "* Adds missing integration tests\n\n* Adds explicit test dag for integration tests\n\n* Drop dag detection in favor of static dag_id\n\n* Move complete_dag_run to pytest fixture\n\n* Rename dag file to avoid pytest",
          "is_bot": false,
          "headline": "Add missing integration tests for adapter methods (#14)",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
          "committed_at": "2026-01-09T14:50:14Z",
          "body_truncated": false,
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          "body": null,
          "is_bot": false,
          "headline": "Fixes adapter bypass and JSON parse issues (#13)",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
          "committed_at": "2026-01-08T15:22:54Z",
          "body_truncated": false,
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        {
          "oid": "e02df77811296fc4de81aec27b0bd3e92f81dfa1",
          "body": "Changes:\n- Fix dagStats endpoint for Airflow 2.x (requires dag_ids parameter)\n- Add dag_ids parameter to get_dag_stats MCP tool\n- Add integration tests with GitHub Actions CI\n- Add docker-compose.test.yml for local testing with Airflow 2.11 and 3.1\n- Fix Airflow 3 OAuth2 token exchange (accept 201 status code)\n- Fix passwords.json mount issue (copy to writable location)\n\nAirflow API differences:\n- Airflow 2.x: dagStats requires dag_ids parameter\n- Airflow 3.x: dagStats works without dag_ids",
          "is_bot": false,
          "headline": "feat: Add integration tests and fix dagStats for Airflow 2.x (#12)",
          "author_name": "Kaxil Naik",
          "author_login": "kaxil",
          "committed_at": "2026-01-08T00:12:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25317815f8e5c156abbb7afbe5804329cfceacf1",
          "body": "The dagStats endpoint is available in both Airflow 2.x (/api/v1/dagStats)\nand 3.x (/api/v2/dagStats). Previously incorrectly returned 'not available'\nfor v2.\n\nChanges:\n- AirflowV2Adapter.get_dag_stats() now calls the endpoint with proper params\n- Updated test to verify correct API call with dag_ids parameter\n- Airflow 2.x uses comma-separated dag_ids query param\n\nRef: https://airflow.apache.org/docs/apache-airflow/2.11.0/stable-rest-api-ref.html#tag/DagStats",
          "is_bot": false,
          "headline": "Fix: Enable dagStats endpoint for Airflow 2.x",
          "author_name": "Kaxil Naik",
          "author_login": "kaxil",
          "committed_at": "2026-01-07T21:51:28Z",
          "body_truncated": false,
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        {
          "oid": "ea7dd13cd14b9f845e92e3b3c2fcece563651ee7",
          "body": "* Add Airflow 2/3 support with adapter pattern and OAuth2 auth\n\nArchitecture:\n- Adapter pattern for Airflow 2.x (/api/v1) and 3.x (/api/v2) API compatibility\n- Runtime version detection via API endpoint probing\n- Version-specific auth: basic auth (v2), OAuth2 token exchange (v3)\n\nVersion handling st\n[…]\nuth2 token exchange via /auth/token\n  - Airflow 2: Basic auth\n\nRef: https://modelcontextprotocol.io, https://gofastmcp.com\n\n* Fix conflicts\n\n---------\n\nCo-authored-by: Kaxil Naik <kaxilnaik@gmail.com>",
          "is_bot": false,
          "headline": "Add Airflow 2/3 support with adapter pattern and OAuth2 auth (#11)",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
          "committed_at": "2026-01-07T21:36:44Z",
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          "oid": "cc37053bc628f80f554f7d51d482d730d64b7d5a",
          "body": "* Add trigger_dag_and_wait composite MCP tool\n\nAdds a new tool that triggers a DAG and waits for completion,\nreturning the final state along with failed task details on failure.\n\nFeatures:\n- Polls DAG run status until terminal state (success/failed/upstream_failed)\n- Default 30-minute timeout, confi\n[…]\nax poll interval at 10 seconds\n\n* Include full DAG run response in trigger_dag_and_wait\n\n* Nest DAG run response under dag_run field\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add trigger_dag_and_wait composite MCP tool (#10)",
          "author_name": "Greg Neiheisel",
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          "committed_at": "2026-01-07T16:14:20Z",
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          "body": null,
          "is_bot": false,
          "headline": "Update docs",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
          "committed_at": "2026-01-07T14:17:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "ed326a366c89bd2b05850918f6f7351a0d394c23",
          "body": "* Adds token manager and support for airflow 3.1.1 api\n\n* Add tests for AirflowTokenManager and token authentication\n\n- Add TestAirflowTokenManager class with 10 tests covering:\n  - Token initialization\n  - Refresh logic (no token, valid token, expired token)\n  - Fetch with credentials (POST) and cr\n[…]\n each test.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Airflow 3.x token authentication support (#8)",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
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        },
        {
          "oid": "7a546d0c8dc32f143058d238d3ce2eb94e69eaa5",
          "body": "Adds a new MCP tool to retrieve task instance logs from Airflow, enabling\ndebugging and troubleshooting of task executions directly through the MCP\ninterface.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add get_task_logs MCP tool (#9)",
          "author_name": "Greg Neiheisel",
          "author_login": "schnie",
          "committed_at": "2026-01-07T13:49:46Z",
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          "body": null,
          "is_bot": false,
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          {
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          {
            "name": "Dangerous-Workflow",
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            "reason": "no dangerous workflow patterns detected",
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            "name": "Dependency-Update-Tool",
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            "reason": "no update tool detected",
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            "name": "Fuzzing",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "22 out of 22 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [
                "ai",
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              "has_wiki": true,
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              "has_readme": true,
              "has_docs_dir": false,
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            "components": [
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                "key": "readme",
                "name": "README",
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                "points": 30,
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              },
              {
                "key": "documentation_directory",
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                "detail": null,
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "documentation_homepage_site",
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                "detail": "https://astronomer.io",
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              {
                "key": "repository_description",
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                "points": 10,
                "status": "met",
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              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
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                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                      "count": 6
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
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                "max_points": 10
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                }
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                "code": "weights_renormalized",
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              {
                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "points": 0,
                "status": "missed",
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              },
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                "key": "code_review",
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                "points": 10,
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                "details": [],
                "max_points": 10
              },
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                "key": "dependency_update_tool",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "status": "missed",
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              },
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              },
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                "key": "maintained",
                "name": "Maintained",
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                "status": "missed",
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              },
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                "key": "packaging",
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                "points": 5,
                "status": "met",
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                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
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                "status": "missed",
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              },
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
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                    "params": {}
                  }
                ],
                "max_points": 7.5
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                "key": "token_permissions",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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              {
                "key": "vulnerabilities",
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                "points": 0,
                "status": "missed",
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                "max_points": 7.5
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            ]
          },
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            "key": "dependency_advisories",
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            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:astro-airflow-mcp@0.9.1 runtime dependency closure — what installing the published package pulls in — 73 packages. Reachability is not analyzed.",
            "notes": [
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                "code": "excluded_no_data",
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              },
              {
                "code": "weights_renormalized",
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              {
                "code": "advisories_scope_published",
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              "affected_packages": 0,
              "assessed_packages": 73,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
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                "key": "direct_dependencies_free_of_known_advisories",
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                "detail": "no direct dependency carries a known advisory",
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                "status": "met",
                "details": [
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                "key": "indirect_dependencies_free_of_known_advisories",
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                "status": "met",
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                "key": "no_advisories_left_outstanding",
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            "note": null,
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            "inputs": {
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              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
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            "components": [
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                "status": "met",
                "details": [
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          },
          {
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
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            "value": 100,
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        "weight": 0,
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                "key": "automated_maintenance",
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                "key": "openssf_scorecard_pinned_dependencies",
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    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
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}