docling-project / docling-jobkit

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。

每个点涵盖 2 天。

来自 GitHub 依赖图的完整解析依赖集合：7 个直接依赖与 295 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

安装 pypi:docling-jobkit@3.1.0 会引入 100 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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          "body": "…lugin system (#182)\n\n* unify behavior between cli and ray processors and define a plugin system for connectors\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* test: set allowed_target_kinds in __init__-bypass orchestrator helpers\n\nTest helpers that build orchestrators via object.__new__ + a n\n[…]\ntion, restoring private methods\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "oid": "a65608d7fd5493aa8cbd5fd1a1491cf8ebb8b418",
          "body": "* use task counter metrics instead of gauges\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* test: cover monotonic task-lifecycle counters\n\nAdd unit tests for the per-tenant task_counters hash: enqueue/dispatch/\nfinalize increments inside their atomic transactions, idempotent\nmark_task_started\n[…]\nDolfi <dol@zurich.ibm.com>\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ray): task-lifecycle metrics via monotonic Redis counters (#181)",
          "author_name": "Michele Dolfi",
          "author_login": "dolfim-ibm",
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          "body": "…s (#183)\n\n* Propagate structured failure categories into document error items\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* Pin release docling version\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: Propagate structured failure categories into document error item…",
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          "headline": "chore: bump version to 1.24.0 [skip ci]",
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          "body": "* feat: carry document confidence through to service results\n\nPopulate ConfidenceScores from ConversionResult on ExportableDocument\n(gated to SUCCESS/PARTIAL_SUCCESS, so it survives the Ray boundary) and\nthread it into the in-body DocumentResultItem and the presigned\nDocumentArtifactItem success pat\n[…]\n\ndatamodel facade.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update lock\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: carry document confidence through to service results (#179)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-22T08:55:40Z",
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          "body": "The fall-through reconstruction in `_get_task_from_rq_direct` built a\nfresh `Task` with an empty `metadata` dict, which the caller in\n`task_status` then persisted via `_store_task_in_redis`, overwriting\nany prior metadata-bearing copy. The bug surfaced as 404s on\ndocling-serve >=1.23.0's tenant-owne\n[…]\n job kwargs, which\nare written once at enqueue time and never mutated.\n\nAdds one regression test against the existing RQ orchestrator\nfixture.\n\nFixes #178.\n\nSigned-off-by: Daniel Imber <dimber@m62.ai>",
          "is_bot": false,
          "headline": "fix(rq): preserve Task.metadata in _get_task_from_rq_direct (#180)",
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          "body": "* fix: correctly treat input download failures in PDF slice path\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* fix: emit metering callbacks on materialized-PDF preflight failures\n\nOn the materialized-PDF slice path, a source that failed admission (too\nlarge, too many pages) was returned as \n[…]\nthan routed through\nprocess_exportable_results, which doesn't fit the required shape.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
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          "headline": "fix: correctly treat input download failures in PDF slice path (#177)",
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          "headline": "chore: bump version to 1.23.1 [skip ci]",
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          "body": "…s (#176)\n\nA convert task that fans an S3 source out into per-document converter requests would fail in its entirety when a single object could not be fetched (missing key, access denied, object exceeding , ...). For these client-actionable source errors  returns a  rather than raising, but the S3 f\n[…]\ns, and the  builders take a prebuilt  so both an  and a structured  can feed them.  converts the already-sanitized failure into the document-level .\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: surface S3 fan-out per-source failures as document-level failure…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
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          "body": "…(#175)\n\nuse float for param\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: correctly allow floating values for target_requests_per_replica …",
          "author_name": "Michele Dolfi",
          "author_login": "dolfim-ibm",
          "committed_at": "2026-06-12T15:15:27Z",
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          "body": "…out and transient drops (#174)\n\nThe pub/sub listener borrowed the shared command pool, inheriting its finite\n  socket_timeout. socket_timeout is a per-read deadline, which is wrong for a\n  subscriber that blocks waiting for the next message: any idle gap longer than\n  the timeout raised TimeoutErro\n[…]\nct/resubscribe with backoff, treat\n  idle polls as benign, and skip malformed messages instead of dying. Close the\n  dedicated client on disconnect.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix(ray): make Redis pub/sub subscriber resilient to idle socket_time…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-12T15:05:06Z",
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          "oid": "a5b1afa076915c78707444d2c3bf927a68e966e6",
          "body": "…s (#171)\n\n* feat: cap per-tenant in-flight converter units at max_concurrent_tasks\n\nS3 and page-slice fan-out launched up to max_s3_doc_parallelism / max_page_slice_parallelism converter calls per task with no tenant-global bound, so a single tenant could occupy max_concurrent_tasks × parallelism c\n[…]\n fix tests\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* Fix tests seriously\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: cap per-tenant in-flight converter units at max_concurrent_task…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-12T13:51:55Z",
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          "oid": "181afc2497dec8c13109eee5005556a6a4fa3ac7",
          "body": "…oyments (#173)\n\nAdd  and  to RayOrchestratorConfig (Optional[int], range [1, 100], default None = no cap). These thread through / into each Serve deployment's options, emitting the Ray-native per-node replica cap only when set. Setting the coordinator value to 1 spreads coordinators one per Ray nod\n[…]\nextra=ignore), so both deployments autoscaled on the default target of 2 instead of their configured values; the configured target is now respected.\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Expose max_replicas_per_node for coordinator and converter depl…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T19:20:51Z",
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          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 1.22.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-11T09:12:42Z",
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        {
          "oid": "e1eb522c15fe8d1a4171ba822150b7eadb0c65de",
          "body": "… RPC (#172)\n\n* Make enqueue much cheaper by avoiding dispatcher health check RPCs\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* remove excess commentary\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: Make Ray enqueue cheap by dropping per-request dispatcher health…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T08:22:49Z",
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        {
          "oid": "7cfe28b03652a5c6dcd47f5931dbf0ddfe4ce5ba",
          "body": "* Enforce source size limits early in service fetch paths\n\nAdd shared max_file_size admission checks to source-processor fetch paths\nused by the service orchestrators, while keeping raw HttpSource passthrough\nunchanged where docling still owns the URL fetch.\n\nFor processor-owned HTTP fetches, reject\n[…]\n <cau@zurich.ibm.com>\n\n* Cut back implementation to never materialize unless required\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Enforce source size limits early in service paths (#168)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T05:30:03Z",
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          "oid": "7aabe624f734956b61f2d27ad85b4e9a7941bdec",
          "body": "… usage to be consistent (#169)\n\n* Use ConvertDocumentsOptions.include_page_images and align code usage\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* pin required docling and jobkit dep\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update pins to release versions\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Introduce ConvertDocumentsOptions.include_page_images and align…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-11T05:27:59Z",
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          "oid": "53855fbb1ad71ab3185a08913f4fb86abe87ccb2",
          "body": "* lock update\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* feat(ray): classify and persist structured task failures\n\n- classify task failures by category, phase, retryability, and code\n- add structured failure storage and pubsub updates in Redis/Ray models\n- surface target write and materi\n[…]\n hereby add my Signed-off-by to this commit: bf02b7ed04b2a52e9ce2abfe0a2da8dbef1c2089\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Support max_num_elements in source iteration (#165)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-09T09:38:47Z",
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          "oid": "0c2cfae65a459ee5ede26c5cdceea712849ad4fc",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 1.21.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-06-09T08:33:17Z",
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          "oid": "76b368a6b2af9a3a0735d06bc2fdd608b54dd488",
          "body": "* lock update\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* feat(ray): classify and persist structured task failures\n\n- classify task failures by category, phase, retryability, and code\n- add structured failure storage and pubsub updates in Redis/Ray models\n- surface target write and materi\n[…]\n9\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update stale test assertions\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Failure mode handling (#164)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-09T08:23:34Z",
          "body_truncated": true,
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        },
        {
          "oid": "f108cdb910990ce11538d0780d6094bbf1b25120",
          "body": "* Support S3 sources across async orchestrators\n\n- add shared runtime source expansion for file/http/document-stream/S3 tasks\n- preserve S3Coordinates through RQ enqueue and reuse the shared expansion path in Ray, Local, and RQ workers\n- switch file/http/s3 CLI source shims to upstream request model\n[…]\n identifier shapes\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* update lock\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Support pre-signed URL targets, S3 batch inputs and output (#157)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-06-08T10:28:29Z",
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          "oid": "49256551c7ae35965128755de74ab9361c4afb8f",
          "body": "declare page_hash before opening image. opening the image can raise error.\n\nSigned-off-by: valery weber <vwe@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: declare variable before opening image. (#162)",
          "author_name": "vwe-ibm",
          "author_login": "vwe-ibm",
          "committed_at": "2026-06-03T07:57:29Z",
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        {
          "oid": "9d0f2a36573ce6ae5187eae87878fc46fc4b6d79",
          "body": "* feat: add configurable queue name to RQ orchestrator\n\nCo-authored-by: Copilot <copilot@github.com>\nSigned-off-by: john <john.a.glynn@gmail.com>\n\n* chore: rebrand as RQ orchestrator configuration tests\n\nSigned-off-by: john <john.a.glynn@gmail.com>\n\n---------\n\nSigned-off-by: john <john.a.glynn@gmail.com>\nCo-authored-by: Copilot <copilot@github.com>",
          "is_bot": false,
          "headline": "feat: RQOrchestrator support for shared Redis (#159)",
          "author_name": "John Glynn",
          "author_login": "jglynn",
          "committed_at": "2026-06-02T13:14:19Z",
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          "headline": "chore: bump version to 1.20.1 [skip ci]",
          "author_name": "github-actions[bot]",
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          "committed_at": "2026-06-01T11:38:26Z",
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          "oid": "2a847585440743b691d6a588f67ee53e51f0d35c",
          "body": "…covery (#158)\n\n* ray: attach existing serve app before deploy for readiness recovery\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* Protect against escalating ray re-init when undesired\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* fix: one source for app name\n\nSigned-off-by: Chris\n[…]\nation\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n* AVoid double attach race\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix(ray): attach to existing serve app before deploy for readiness re…",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-29T12:36:20Z",
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          "headline": "chore: bump version to 1.20.0 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-05-21T12:59:13Z",
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          "oid": "83f7e5a5a02fe989cd5d19cbdd56612e4bf0c265",
          "body": "* add num_characters, num_tables and document_type in the callbacks\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* use docling-slim as dep\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n* update pinned release\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>\n\n---------\n\nSigned-off-by: Michele Dolfi <dol@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: add callback document metadata (#153)",
          "author_name": "Michele Dolfi",
          "author_login": "dolfim-ibm",
          "committed_at": "2026-05-21T12:48:29Z",
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          "headline": "chore: bump version to 1.19.1 [skip ci]",
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          "committed_at": "2026-05-20T13:33:06Z",
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          "oid": "4a8c6978d1e2484ac2941baf10b512a18ca6e017",
          "body": "restore RQ worker hooks and tracing support\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "fix: Add RQ worker hooks and tracing support (#152)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-20T13:17:10Z",
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          "is_bot": true,
          "headline": "chore: bump version to 1.19.0 [skip ci]",
          "author_name": "github-actions[bot]",
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          "oid": "ec28a432550dfc08c365788f1079b19b1f709ae5",
          "body": "---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: Event-driven ray dispatcher (#148)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
          "committed_at": "2026-05-20T09:50:06Z",
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        {
          "oid": "2ded0f05e01f7a940dba87f8f18ae13819f498db",
          "body": "---------\n\nSigned-off-by: Christoph Auer <cau@zurich.ibm.com>",
          "is_bot": false,
          "headline": "feat: PDF page slicing and concurrent processing for long docs (#128)",
          "author_name": "Christoph Auer",
          "author_login": "cau-git",
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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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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            "name": "Fuzzing",
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            "reason": "project is not fuzzed",
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                "detail": "22 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 22
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 9 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 68,
            "inputs": {
              "merged_prs": 140,
              "open_issues": 17,
              "closed_issues": 20,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.541,
              "closed_unmerged_prs": 24,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "54% of issues closed",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 54
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "140/164 decided PRs merged",
                "points": 25.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 140,
                      "decided": 164
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 23/30 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "followers": 1205,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "docling-project",
              "public_repos": 26,
              "account_age_days": 618
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "1,205 followers of docling-project",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1205,
                      "login": "docling-project"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "26 public repos, account ~1 yr old",
                "points": 13.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 26
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 1
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "docling-jobkit"
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "46 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 78,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "exceptional",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "6 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "topics": [],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 52,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 23/30 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 9 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "12 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:docling-jobkit@3.1.0 runtime dependency closure — what installing the published package pulls in — 100 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:docling-jobkit@3.1.0",
                  "assessed": 100
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 100,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 100,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 17
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 59,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "71 of 71 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 71
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "docling_jobkit/py.typed"
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              "agent_commit_share": 0.07,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "docling_jobkit/py.typed",
                "points": 11,
                "status": "met",
                "details": [
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