linkml / linkml

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

Jeder Punkt umfasst 5 Tage.

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 58 direkte und 274 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Die Installation von pypi:linkml@1.11.1 zieht 80 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

{
  "data": {
    "repo": {
      "topics": [
        "rdf",
        "modeling",
        "linkml",
        "json-schema",
        "linkml-schema",
        "semantic-web",
        "schema",
        "data-modeling",
        "json-ld-context",
        "owl",
        "data-dictionaries",
        "linked-data",
        "hacktoberfest",
        "standards",
        "shex",
        "shacl"
      ],
      "is_fork": false,
      "size_kb": 154942,
      "has_wiki": true,
      "homepage": "https://linkml.io/linkml",
      "languages": {
        "Jinja": 150937,
        "Shell": 1320,
        "Python": 7262623,
        "Makefile": 5497,
        "Dockerfile": 1515,
        "Jupyter Notebook": 1443949
      },
      "pushed_at": "2026-07-30T17:52:49Z",
      "created_at": "2021-03-16T16:34:43Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-30T04:18:53Z",
      "description": "Linked Open Data Modeling Language",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Jupyter Notebook"
      ]
    },
    "owner": {
      "blog": "https://linkml.github.io/",
      "name": "Linked data Modeling Language",
      "type": "Organization",
      "login": "linkml",
      "company": null,
      "location": null,
      "followers": 222,
      "avatar_url": "https://avatars.githubusercontent.com/u/79337873?v=4",
      "created_at": "2021-02-19T21:21:38Z",
      "is_verified": null,
      "public_repos": 68,
      "account_age_days": 1987
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.11.1",
          "kind": "patch",
          "published_at": "2026-05-20T17:03:58Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2026-05-13T19:04:27Z"
        },
        {
          "tag": "v1.11.0-rc3",
          "kind": "prerelease",
          "published_at": "2026-05-07T19:38:25Z"
        },
        {
          "tag": "v1.11.0-rc2",
          "kind": "prerelease",
          "published_at": "2026-04-28T14:51:24Z"
        },
        {
          "tag": "v1.11.0-rc1",
          "kind": "prerelease",
          "published_at": "2026-04-02T13:19:50Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2026-02-25T17:12:23Z"
        },
        {
          "tag": "v1.10.0-rc5",
          "kind": "prerelease",
          "published_at": "2026-02-18T21:36:31Z"
        },
        {
          "tag": "v1.10.0-rc4",
          "kind": "prerelease",
          "published_at": "2026-02-03T06:42:28Z"
        },
        {
          "tag": "v1.10.0-rc3",
          "kind": "prerelease",
          "published_at": "2026-01-15T02:51:25Z"
        },
        {
          "tag": "v1.10.0-rc2",
          "kind": "prerelease",
          "published_at": "2025-12-09T22:04:13Z"
        },
        {
          "tag": "v1.10.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-11-21T21:37:47Z"
        },
        {
          "tag": "v1.9.6",
          "kind": "patch",
          "published_at": "2025-12-01T22:13:50Z"
        },
        {
          "tag": "v1.9.6-rc1",
          "kind": "prerelease",
          "published_at": "2025-11-20T02:15:09Z"
        },
        {
          "tag": "v1.9.5",
          "kind": "patch",
          "published_at": "2025-10-27T16:08:48Z"
        },
        {
          "tag": "v1.9.5-rc2",
          "kind": "prerelease",
          "published_at": "2025-10-21T23:03:36Z"
        },
        {
          "tag": "v1.9.5-rc1",
          "kind": "prerelease",
          "published_at": "2025-10-16T04:28:36Z"
        },
        {
          "tag": "v1.9.4",
          "kind": "patch",
          "published_at": "2025-08-26T18:06:42Z"
        },
        {
          "tag": "v1.9.4-rc2",
          "kind": "prerelease",
          "published_at": "2025-08-15T23:57:31Z"
        },
        {
          "tag": "v1.9.4-rc1",
          "kind": "prerelease",
          "published_at": "2025-08-15T23:19:24Z"
        },
        {
          "tag": "v1.9.3",
          "kind": "patch",
          "published_at": "2025-07-30T19:57:39Z"
        },
        {
          "tag": "v1.9.3-rc3",
          "kind": "prerelease",
          "published_at": "2025-07-25T16:05:39Z"
        },
        {
          "tag": "v1.9.3-rc2",
          "kind": "prerelease",
          "published_at": "2025-07-25T00:00:14Z"
        },
        {
          "tag": "v1.9.3-rc1",
          "kind": "prerelease",
          "published_at": "2025-06-03T21:25:15Z"
        },
        {
          "tag": "v1.9.2",
          "kind": "patch",
          "published_at": "2025-05-15T22:20:56Z"
        },
        {
          "tag": "v1.9.2-rc1",
          "kind": "prerelease",
          "published_at": "2025-05-15T00:14:25Z"
        },
        {
          "tag": "v1.9.1",
          "kind": "patch",
          "published_at": "2025-04-21T15:49:57Z"
        },
        {
          "tag": "v1.9.1-rc3",
          "kind": "prerelease",
          "published_at": "2025-04-18T18:08:32Z"
        },
        {
          "tag": "v1.9.1-rc2",
          "kind": "prerelease",
          "published_at": "2025-04-15T18:08:45Z"
        },
        {
          "tag": "v1.9.1-rc1",
          "kind": "prerelease",
          "published_at": "2025-04-10T23:09:09Z"
        },
        {
          "tag": "v1.9.0-rc1",
          "kind": "prerelease",
          "published_at": "2025-03-31T01:58:23Z"
        },
        {
          "tag": "v1.8.7",
          "kind": "patch",
          "published_at": "2025-02-19T20:00:07Z"
        },
        {
          "tag": "v1.8.6",
          "kind": "patch",
          "published_at": "2025-01-10T21:16:29Z"
        },
        {
          "tag": "v1.8.5",
          "kind": "patch",
          "published_at": "2024-10-24T20:17:28Z"
        },
        {
          "tag": "v1.8.4",
          "kind": "patch",
          "published_at": "2024-10-01T16:21:14Z"
        },
        {
          "tag": "v1.8.3",
          "kind": "patch",
          "published_at": "2024-08-22T21:16:06Z"
        },
        {
          "tag": "v1.8.2",
          "kind": "patch",
          "published_at": "2024-08-10T01:25:54Z"
        },
        {
          "tag": "v1.8.1",
          "kind": "patch",
          "published_at": "2024-07-03T23:25:03Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2024-07-03T16:13:52Z"
        },
        {
          "tag": "v1.8.0rc2",
          "kind": "other",
          "published_at": "2024-06-29T03:12:45Z"
        },
        {
          "tag": "v1.7.11rc1",
          "kind": "other",
          "published_at": "2024-05-11T02:26:19Z"
        },
        {
          "tag": "v1.7.10",
          "kind": "patch",
          "published_at": "2024-05-11T02:20:11Z"
        },
        {
          "tag": "v1.7.9",
          "kind": "patch",
          "published_at": "2024-05-04T00:39:08Z"
        },
        {
          "tag": "v1.7.8",
          "kind": "patch",
          "published_at": "2024-04-05T19:32:59Z"
        },
        {
          "tag": "v1.7.7",
          "kind": "patch",
          "published_at": "2024-03-27T02:10:46Z"
        },
        {
          "tag": "v1.7.6",
          "kind": "patch",
          "published_at": "2024-03-21T02:25:17Z"
        },
        {
          "tag": "v1.7.5",
          "kind": "patch",
          "published_at": "2024-02-27T01:06:13Z"
        },
        {
          "tag": "v1.7.4",
          "kind": "patch",
          "published_at": "2024-02-15T15:38:00Z"
        },
        {
          "tag": "v1.7.3",
          "kind": "patch",
          "published_at": "2024-02-12T19:34:12Z"
        },
        {
          "tag": "v1.7.2",
          "kind": "patch",
          "published_at": "2024-02-08T20:35:41Z"
        },
        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2024-02-08T20:27:29Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2024-02-08T20:21:36Z"
        },
        {
          "tag": "v1.6.11",
          "kind": "patch",
          "published_at": "2024-02-06T00:08:12Z"
        },
        {
          "tag": "v1.7.0rc2",
          "kind": "other",
          "published_at": "2024-02-02T20:28:13Z"
        },
        {
          "tag": "v1.7.0rc1",
          "kind": "other",
          "published_at": "2024-02-02T20:26:16Z"
        },
        {
          "tag": "v1.6.10",
          "kind": "patch",
          "published_at": "2024-01-30T00:05:14Z"
        },
        {
          "tag": "v1.6.9",
          "kind": "patch",
          "published_at": "2024-01-20T01:58:42Z"
        },
        {
          "tag": "v1.6.8",
          "kind": "patch",
          "published_at": "2024-01-11T00:59:14Z"
        },
        {
          "tag": "v1.6.7",
          "kind": "patch",
          "published_at": "2023-12-22T05:48:34Z"
        },
        {
          "tag": "v1.6.6",
          "kind": "patch",
          "published_at": "2023-12-15T01:46:42Z"
        },
        {
          "tag": "v1.6.5",
          "kind": "patch",
          "published_at": "2023-12-12T01:32:55Z"
        },
        {
          "tag": "v1.6.4",
          "kind": "patch",
          "published_at": "2023-12-07T20:31:58Z"
        },
        {
          "tag": "v1.6.3",
          "kind": "patch",
          "published_at": "2023-11-17T22:07:34Z"
        },
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2023-11-03T23:50:19Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2023-09-29T22:56:09Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2023-09-29T03:29:45Z"
        },
        {
          "tag": "v1.5.8",
          "kind": "patch",
          "published_at": "2023-09-27T19:54:53Z"
        },
        {
          "tag": "v1.5.8rc1",
          "kind": "other",
          "published_at": "2023-09-14T14:38:37Z"
        },
        {
          "tag": "v1.5.7",
          "kind": "patch",
          "published_at": "2023-08-16T17:25:28Z"
        },
        {
          "tag": "v1.5.6",
          "kind": "patch",
          "published_at": "2023-06-26T20:53:08Z"
        },
        {
          "tag": "v1.5.5",
          "kind": "patch",
          "published_at": "2023-05-27T01:44:27Z"
        },
        {
          "tag": "v1.5.4",
          "kind": "patch",
          "published_at": "2023-05-26T19:59:28Z"
        },
        {
          "tag": "v1.5.3",
          "kind": "patch",
          "published_at": "2023-05-23T20:25:14Z"
        },
        {
          "tag": "v1.5.2",
          "kind": "patch",
          "published_at": "2023-05-05T00:39:12Z"
        },
        {
          "tag": "v1.5.1",
          "kind": "patch",
          "published_at": "2023-04-25T21:29:12Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2023-03-24T23:26:55Z"
        },
        {
          "tag": "v1.5.0rc2",
          "kind": "other",
          "published_at": "2023-03-23T02:28:43Z"
        },
        {
          "tag": "v1.5.0rc1",
          "kind": "other",
          "published_at": "2023-03-22T20:38:42Z"
        },
        {
          "tag": "v1.4.11",
          "kind": "patch",
          "published_at": "2023-03-22T20:45:59Z"
        },
        {
          "tag": "v1.4.10",
          "kind": "patch",
          "published_at": "2023-03-16T17:15:13Z"
        },
        {
          "tag": "v1.4.9",
          "kind": "patch",
          "published_at": "2023-03-15T23:58:35Z"
        },
        {
          "tag": "v1.4.8",
          "kind": "patch",
          "published_at": "2023-03-14T02:39:38Z"
        },
        {
          "tag": "v1.4.7",
          "kind": "patch",
          "published_at": "2023-03-07T00:30:15Z"
        },
        {
          "tag": "v1.4.6",
          "kind": "patch",
          "published_at": "2023-03-01T05:07:26Z"
        },
        {
          "tag": "v1.4.5",
          "kind": "patch",
          "published_at": "2023-02-23T00:59:49Z"
        },
        {
          "tag": "v1.4.4",
          "kind": "patch",
          "published_at": "2023-02-04T00:23:47Z"
        },
        {
          "tag": "v1.4.3",
          "kind": "patch",
          "published_at": "2023-01-28T02:58:40Z"
        },
        {
          "tag": "v1.4.2",
          "kind": "patch",
          "published_at": "2023-01-14T00:26:11Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2023-01-04T23:45:09Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2022-12-23T00:21:01Z"
        },
        {
          "tag": "v1.3.17",
          "kind": "patch",
          "published_at": "2022-12-23T00:15:20Z"
        },
        {
          "tag": "v1.3.16",
          "kind": "patch",
          "published_at": "2022-12-08T18:08:44Z"
        },
        {
          "tag": "v1.3.15",
          "kind": "patch",
          "published_at": "2022-12-05T20:51:59Z"
        },
        {
          "tag": "v1.3.14",
          "kind": "patch",
          "published_at": "2022-11-18T17:27:56Z"
        },
        {
          "tag": "v1.3.13",
          "kind": "patch",
          "published_at": "2022-11-07T22:42:53Z"
        },
        {
          "tag": "v1.3.12",
          "kind": "patch",
          "published_at": "2022-11-01T18:52:22Z"
        },
        {
          "tag": "v1.3.12rc2",
          "kind": "other",
          "published_at": "2022-10-29T16:32:31Z"
        },
        {
          "tag": "v1.3.12rc1",
          "kind": "other",
          "published_at": "2022-10-28T21:20:19Z"
        },
        {
          "tag": "v1.3.11",
          "kind": "patch",
          "published_at": "2022-10-28T14:49:14Z"
        },
        {
          "tag": "v1.3.10",
          "kind": "patch",
          "published_at": "2022-10-21T19:45:10Z"
        },
        {
          "tag": "v1.3.9",
          "kind": "patch",
          "published_at": "2022-10-20T17:58:47Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "e5d97c45a6b84e0cb5fbb9665a965c4b0c70194f",
          "body": "Co-authored-by: Kevin Schaper <kevinschaper@gmail.com>",
          "is_bot": false,
          "headline": "Add @gouttegd as \"code owner\" for the Java generator. (#3817)",
          "author_name": "Damien Goutte-Gattat",
          "author_login": "gouttegd",
          "committed_at": "2026-07-29T18:00:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20a146587af59fbd4143144ec0bf1f626464fbe7",
          "body": "* Add initial version of rule validations #3262\n\n* Add standardized function for select query #3262\n\n* Reuse standardized select function #3262\n\n* Remove usage of literal_column #3262\n\n* Improve logs and docstrings #3262\n\n* Reuse standardized select function (again) #3262\n\n* Raise warning for empty \n[…]\nier nor a key slot, instead of\nhardcoding a phantom \"id\" column that does not exist in the\nDDL. A warning is logged when this occurs.\n\n---------\n\nCo-authored-by: Kevin Schaper <kevinschaper@gmail.com>",
          "is_bot": false,
          "headline": "Extend sqlvalidation generator to process rules from schema (#3325)",
          "author_name": "Florian Kotthoff",
          "author_login": "FlorianK13",
          "committed_at": "2026-07-29T17:42:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ad2024fb07a535495c3465f171e0027dbb5f2a72",
          "body": "test: update dangling 'biolink modeling langage' strings",
          "is_bot": false,
          "headline": "Merge pull request #3810 from noelmcloughlin/quick",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-28T13:42:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ad0f7cd030aeeba822d167dfbf97e146cf5c873",
          "body": "Co-authored-by: Nico Matentzoglu <nicolas.matentzoglu@gmail.com>",
          "is_bot": false,
          "headline": "Update tests/input/ImportMaps.md",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-28T12:54:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acd1e7786080a69ab34b023fba2fb5c5943abf78",
          "body": null,
          "is_bot": false,
          "headline": "test: update 'biolink modeling langage' strings",
          "author_name": "noelmcloughlin",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-27T23:06:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e443f15faa4673acc3345923ea84199f73e7f50",
          "body": "…ses when generating inlined type unions (#3344)\n\n* Update get_class_slot_range() in pydanticgen to exclude abstract classes when generating inlined type unions\n\n* Fix formatting of packages/linkml/src/linkml/generators/pydanticgen/pydanticgen.py after resolving merge conflict\n\n* PydanticGenerator r\n[…]\nn Schaper <kevinschaper@gmail.com>\n\n* Ruff reformat for test_linkml_issue_3196.py\n\n---------\n\nCo-authored-by: Colin Small <colinrsmall@gmail.com>\nCo-authored-by: Kevin Schaper <kevinschaper@gmail.com>",
          "is_bot": false,
          "headline": "Update get_class_slot_range() in pydanticgen to exclude abstract clas…",
          "author_name": "colinrsmall",
          "author_login": "colinrsmall",
          "committed_at": "2026-07-23T22:26:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "58e206b329e5018602f2989550c3254aa6cc5660",
          "body": "Update Community-Meetings.md with July prez title",
          "is_bot": false,
          "headline": "Merge pull request #3766 from linkml/sagehrke-patch-4",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-22T21:43:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fe67902d169b3e02499ef1e9d946b943919007fc",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into sagehrke-patch-4",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-22T16:06:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a3472491e25b9ba2b30f47546b4e23e4110793c1",
          "body": "ci: scope CVE audit to PRs that change dependencies",
          "is_bot": false,
          "headline": "Merge pull request #3769 from linkml/ci-scope-dep-audit",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-22T16:06:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79187b46b647560ad532888453e41ab65ca0d634",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into ci-scope-dep-audit",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-22T15:38:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db4359234396a6aa78c560ca3e2457e2179ae1aa",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into sagehrke-patch-4",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-22T15:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40c68bf3d9c0e401d121283355a802367821afbd",
          "body": "fix(jsonschema): ignore default_schema if boolean constraint",
          "is_bot": false,
          "headline": "Merge pull request #3619 from linkml/fix-3618",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-07-21T17:37:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "860586b448dc0e6510af8df6f188026d9d8dabbd",
          "body": "A slot with [boolean constraints][1] in a schema with default_range is\ngetting `type` information in two different ways (a `type` array and an\n`anyOf` list of `type`s). The dupplication is not needed, additionally\nthey are not even compatible, since the `type` array does not include\nnullable slots.\n\n[…]\nion of\nJSON-Schema `type` constraint in the slot.\n\n[1]: https://linkml.io/linkml/schemas/advanced.html#boolean-constraints\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(jsonschema): ignore default_schema if boolean constraint",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-21T06:17:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2d78994efd22a2617b762099ae5791157f7dc80",
          "body": "Update metamodel test fixtures from linkml-model",
          "is_bot": false,
          "headline": "Merge pull request #3720 from linkml/update-metamodel-fixtures",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-20T14:41:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9a164f36e0adf2b3385293ea2b901b32035a1ae",
          "body": null,
          "is_bot": false,
          "headline": "Update metamodel test fixtures from linkml-model",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-20T11:47:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1288dbb6e9a6df8d1f04e250a1fb48af635bd530",
          "body": "Fix 3749 (raw CURIEs for predicate URIs for schemas with subschemas)",
          "is_bot": false,
          "headline": "Merge pull request #3750 from linkml/fix-3749",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-17T17:41:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31676d80ab25b3cdd30558d474af8e3add8bdf6d",
          "body": "rdflib_loader had the same issue as rdflib_dumper. Fixing only the\ndumper creates RDF that cannot be loaded by the loader. This patch fixes\nthe loader.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(rdflib_loader): fix symmetric to previous dumper fix",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-17T16:53:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "977890bc3f97a6dbe2a00fbf5b585c63d8367389",
          "body": "rdflib_loader had the same issue as rdflib_dumper. Fixing only the\ndumper creates RDF that cannot be loaded by the loader. This test\nreproduces the issue.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "test(rdflib_loader): add dump-load round-trip test",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-17T16:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c85d8f14c51ae92a0ef106fa0b268822d906db25",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into fix-3749",
          "author_name": "Corey Cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-17T13:26:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7a60df7e2b1c324a4f3aee9afdc31b2c9e91b3f3",
          "body": "* feat(javagen): add javabundle, render, then serialize\n\n* chore(javagen): tidyup generator.serialize -> none contract",
          "is_bot": false,
          "headline": "feat(javagen): add javabundle dataclass, serialize and render (#3756)",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-17T11:22:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6f87a5afeef2a7780755f647bb016e80dfa3d10",
          "body": null,
          "is_bot": false,
          "headline": "fix(oogen): update abstract signature (#3775)",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-17T11:06:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "573e1c3b572b34703a69ce29408876b7f1bd2f8e",
          "body": null,
          "is_bot": false,
          "headline": "Mark non-required enum slots as nullable in JSON Schema output",
          "author_name": "Kevin Schaper",
          "author_login": "kevinschaper",
          "committed_at": "2026-07-16T20:15:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f29ae95f66bd2fd213ac7eaf458649b5ad939733",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into ci-scope-dep-audit",
          "author_name": "Corey Cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-16T18:45:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7a9eeb18ef4e6b38aaefab9e9367e199f56d939",
          "body": "…d all sub-schema prefixes\n\nSchemaView.namespaces() is lru_cache'd. When as_rdf_graph() called\nnamespaces() before walking the import closure, imported sub-schemas\n(e.g. phenopackets/base with its 'base:' prefix) were absent from\nschema_map, so the cached Namespaces object was incomplete.\n\nSubsequen\n[…]\n'base:OntologyClass',\nsilently emitting malformed URIRef('base:label') triples into the graph.\n\nFix: call imports_closure() first so schema_map is fully populated\nbefore the namespace cache is seeded.",
          "is_bot": false,
          "headline": "fix(rdflib_dumper): call imports_closure() before namespaces() to loa…",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T13:28:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f4ba8e05554a142c5456764ef9db36b98e0b173",
          "body": "…d sub-schema prefixes\n\nAdd assertions to test_phenopackets that all predicate and rdf:type object\nURIs in the dumped graph are fully expanded (contain '://').\n\nBefore this fix, sub-schema prefixes (e.g. 'base:' declared in\nphenopackets/base) were absent from the namespace cache when namespaces()\nwa\n[…]\nthe RDF\ngraph instead of being expanded to their full https:// equivalents.\n\nThis test fails on the unfixed code and will pass once imports_closure()\nis called before the namespace cache is populated.",
          "is_bot": false,
          "headline": "test(rdflib_dumper): detect premature namespace cache bug for importe…",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T13:28:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4e4a3649bd19a9fa7fb7498397b421b04f9a59a",
          "body": "…ons with graph-level checks\n\nReplace the four residual turtle string assertions ('prefix ORCID:',\n'prefix personinfo:', 'personinfo:age', 'ORCID:1234') with graph-level\nassertions using the namespace manager and triple membership, consistent\nwith how test_rdf_output already works.\n\nAlso extend coverage to ORCID:4567 (Lois Lane), which was not asserted at\nall in test_output_prefixes.",
          "is_bot": false,
          "headline": "refactor(test_rdflib_dumper): replace remaining turtle string asserti…",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T13:28:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20b3bfaa2398d5d19926d2fd63ce6d1929dff6a8",
          "body": "…chema1 brittleness\n\nTwo bugs in test_output_prefixes:\n\n1. No fixture dependency on issue_429_graph: the test read OUT_429 from disk,\n   which only exists if a prior test had already run the fixture. Running the\n   test in isolation (or after a clean checkout) would fail or read a stale\n   file. Fix\n[…]\n   always failed on a freshly generated graph. Replaced with a namespace-manager\n   URI check and a graph-level triple assertion, which are independent of the\n   prefix label chosen by the serialiser.",
          "is_bot": false,
          "headline": "fix(test_rdflib_dumper): fix test_output_prefixes isolation and sdo/s…",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T13:28:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7585adae0c58dd9a981624c9a9c8d167134a56c4",
          "body": "build(deps-dev): bump maturin from 1.9.6 to 1.14.1",
          "is_bot": false,
          "headline": "Merge pull request #3743 from linkml/dependabot/uv/maturin-1.14.1",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-16T12:27:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41fed9e4857f474e730e999d2ab7f0b97b532c48",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into dependabot/uv/maturin-1.14.1",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-16T12:16:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7802700a9214a9631b690b025024a69aa0fa8b14",
          "body": "fix(gen-jsonld): handle multiple contexts",
          "is_bot": false,
          "headline": "Merge pull request #2602 from linkml/fix-json-ld-context-typing",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T06:47:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f7cafa7628faa219bfd74be8af132c0f33dff9d",
          "body": "Validate that appending multiple files on JSON-LD generation works as\nexpected.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "tests(genjsonld): validate append multiple context files",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T06:30:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad9e0360af075b35171b23a50a1baeb737a9981f",
          "body": "CLI supports multiple context files (what returns a tuple), but code\nmostly expecting a single context (and therefore only a string). IDEs\nand linters recognize the inconsistency thanks to typing.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(gen-jsonld): handle multiple contexts",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-16T06:30:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15f19e82cd389143f46e1f2a4a885232675b4aad",
          "body": "fix(generators): forward importmap+base_dir to SchemaView constructions",
          "is_bot": false,
          "headline": "Merge pull request #3645 from noelmcloughlin/pr6",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-15T21:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5af787916991567e739cf4a3b8b81c20edafaca5",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into pr6",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-15T21:35:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af6368bb2bcb0e2e8b67d572bc98d3ee77919966",
          "body": null,
          "is_bot": false,
          "headline": "style: ruff import grouping in uv_lock_deps_changed.py",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T21:00:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db380aefe87d393dff9824848f4b9423c07663b9",
          "body": "Dependabot alerts are enabled on the repo and already cover CVEs on\ndependencies no PR touched. A self-hosted rolling-issue audit duplicates\nthat native detection (and running both double-reports each CVE), so it\nisn't worth the standing complexity. Notification noise is better handled\nat the Dependabot notification-routing layer than by rebuilding detection.\n\nReverts the audit-issue job; keeps the per-change scoping and malware gate.",
          "is_bot": false,
          "headline": "ci: drop scheduled tracking-issue job",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T20:55:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fb9fdcb0fbc60e41521dbedd1deb8d13e091ad7",
          "body": "…-scope-dep-audit",
          "is_bot": false,
          "headline": "Merge branch 'ci-scope-dep-audit' of github.com:linkml/linkml into ci…",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T20:41:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "043f677b6d961190ed62bdd196be05e0bece21dc",
          "body": "The per-change gate deliberately ignores advisories published against\ndependencies no PR touched. Cover that case without blocking CI: a weekly\nscheduled job audits main's lockfile and keeps a single labelled tracking\nissue in sync — opened when vulnerabilities appear, refreshed while they\npersist, closed automatically once clean. It never assigns or mentions\nanyone, so it stays quiet and stays under the project's control.",
          "is_bot": false,
          "headline": "ci: report unowned-CVE audit findings via a rolling tracking issue",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T20:40:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c60cfe666bf8b8239977f7f9c9ed72941a8ca621",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into ci-scope-dep-audit",
          "author_name": "Corey Cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T20:15:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f8e3c6070ca097c36d99407c897385408bc47ff",
          "body": "Bumps [maturin](https://github.com/pyo3/maturin) from 1.9.6 to 1.14.1.\n- [Release notes](https://github.com/pyo3/maturin/releases)\n- [Changelog](https://github.com/PyO3/maturin/blob/main/Changelog.md)\n- [Commits](https://github.com/pyo3/maturin/compare/v1.9.6...v1.14.1)\n\n---\nupdated-dependencies:\n- dependency-name: maturin\n  dependency-version: 1.14.1\n  dependency-type: direct:development\n  update-type: version-update:semver-minor\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps-dev): bump maturin from 1.9.6 to 1.14.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-15T20:13:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69c790f36aa30a0784416f4fcba5b87c2b14e8e8",
          "body": null,
          "is_bot": false,
          "headline": "fix pyproject parsing error (exclude_newer) / bump click/pillow",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-15T20:10:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eddafa3e2ecd2c285496b115563b5426ec346f4a",
          "body": "Compare the change under test against each event's natural base (PR base,\npush's before-sha, merge_group base) and only run the CVE audit when\ndependencies actually changed. A pyproject.toml edit always counts; uv.lock\nis compared by its resolved (name, version) set via a small tomllib helper,\nso no\n[…]\nurn with an unchanged resolution is skipped.\n\nThis keeps a newly-published upstream advisory from turning unrelated PRs —\nand the next innocent merge to main — red. The malware sync gate is unchanged.",
          "is_bot": false,
          "headline": "ci: scope CVE audit to real dependency changes on every event",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T20:04:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d9bfd9339a1351d244329e5c7706bcee2f4010af",
          "body": "The \"Audit lockfile for CVEs\" step reflects the upstream advisory\ndatabase, not the PR diff. When a new advisory lands for an\nalready-pinned package, every open PR goes red regardless of whether it\ntouches dependencies.\n\nGuard the audit step with a base-diff check so it only runs on PRs that\nchange \n[…]\n pyproject.toml. The job still always runs and reports\n(no stuck-pending required check), and non-PR events keep auditing so\ntrunk's signal is intact. The malware sync gate is unchanged.\n\nCloses #3767",
          "is_bot": false,
          "headline": "ci: scope CVE audit to PRs that change dependencies",
          "author_name": "amc-corey-cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-15T18:26:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "17aa0e073b878f8802052243d72a937919753e25",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into pr6",
          "author_name": "Kevin Schaper",
          "author_login": "kevinschaper",
          "committed_at": "2026-07-15T16:28:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f55739958871e879cc7ffc5631eabe734b648de",
          "body": "Added the July 2026 presentation title and link to the project.",
          "is_bot": false,
          "headline": "Update Community-Meetings.md with July prez title",
          "author_name": "Sarah Gehrke",
          "author_login": "sagehrke",
          "committed_at": "2026-07-14T22:17:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "668a0b1083da605946ba0b8435897051473725f4",
          "body": "…ass security audit, bumped several package dependencies.  Needs careful review. (#3650)\n\n* add notes about cooldown\n\n* add cooldown to both uv and dependebot\n\n* fix dependebot syntax\n\n* add dependebot checking\n\n* Potential fix for pull request finding\n\nCo-authored-by: Copilot Autofix powered by AI \n[…]\nch changes)\n\n* updpate uv.lock to fix audit issues\n\n---------\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "add uv audit test and cooldown, as well as dependebot cooldown.  to p…",
          "author_name": "Sierra Moxon",
          "author_login": "sierra-moxon",
          "committed_at": "2026-07-10T20:57:30Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "baf79562c288d9edd929358be747e3ee79e82f4e",
          "body": "…-standard graphs",
          "is_bot": false,
          "headline": "fix(rdf): make pyoxigraph fallback deterministic for relative-IRI/non…",
          "author_name": "Corey Cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-07-09T19:19:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc7151bc2831cea9fc6828a7a1f89b7f269f2933",
          "body": null,
          "is_bot": false,
          "headline": "fix(typedbgen): use class_induced_slots for slot iteration",
          "author_name": "Kevin Schaper",
          "author_login": "kevinschaper",
          "committed_at": "2026-07-09T18:15:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a8dce3e235072498a1697ea39d073d8d52f3988",
          "body": "fix(owlgen): declare metamodel grouping classes referenced by add_root_classes",
          "is_bot": false,
          "headline": "Merge pull request #3681 from turbomam/owl-declare-grouping-classes",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-07-08T16:48:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5746c812dce42582a6f915172c36672758e2c626",
          "body": "…lasses\n\nAdds a regression test for the mixins_as_expressions branch that declares\nthe synthetic ClassDefinition#Mixin grouping class. The existing grouping\ntests only exercised the class/enum/permissible-value paths, so the mixin\nbranch was untested (review nit on PR #3681).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(owlgen): cover mixin grouping-class declaration under add_root_c…",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-07-08T14:27:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "246b62203c15cc9f5712cd74175257681b0c3586",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into owl-declare-grouping-classes",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-07-08T14:08:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7414ab98c078a14c4d91f530f8c682ad8db4c4db",
          "body": "Signed-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "Openapi generator minor improvements (#3511)",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-06T14:05:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "307ba55c5d5ff84ee81f750ca0b7a3e7d04842d2",
          "body": "Update Community-Meetings.md",
          "is_bot": false,
          "headline": "Merge pull request #3718 from linkml/sagehrke-patch-3",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-05T06:00:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04c59f74fcaa158b003b210fa699162fed476766",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into sagehrke-patch-3",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-07-05T05:48:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96eeaf15cebe2cc741f863915031087f30518a5a",
          "body": "keep environments in a classvar for panderagen",
          "is_bot": false,
          "headline": "Merge pull request #3222 from sneakers-the-rat/panderagen-environment",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-04T20:21:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c8eb83e56ad06f470685b3e7ccb3939665a61e6",
          "body": null,
          "is_bot": false,
          "headline": "keep environments in a classvar for panderagen",
          "author_name": "sneakers-the-rat",
          "author_login": "sneakers-the-rat",
          "committed_at": "2026-07-04T00:12:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "902ac5caada70f7ca88cf9bf8bbf15902cb8fcae",
          "body": "Fixes nitpicks from review of PR #3378",
          "is_bot": false,
          "headline": "Merge pull request #3500 from sveinugu/json-schema-examples-nitpicks",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-03T21:09:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1303d91e3656e0653c3993d0df302892fd41b5f1",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into json-schema-examples-nitpicks",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-03T20:55:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f4acec550d4d82199e964cb5a2674262fc8870e",
          "body": "Add Stephan Heunis to the July 16th slot.",
          "is_bot": false,
          "headline": "Update Community-Meetings.md",
          "author_name": "Sarah Gehrke",
          "author_login": "sagehrke",
          "committed_at": "2026-07-03T17:42:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "993736fa73e64dd9a957e879ecc9bb67b754fcb6",
          "body": "fix(schemaview): resolve inlined through is_a and mixin chains",
          "is_bot": false,
          "headline": "Merge pull request #3694 from linkml/fix-schemaview-resolve-inlined",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-03T15:31:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4f4aec79482e26f4323b7dbc6649d8db79ef723",
          "body": "…_inlined()\n\n- Replace manual while-loop over is_a chain with slot_ancestors(), which\n  handles both is_a and mixins inheritance and is @lru_cache backed.\n- Call all_slots() once outside the ancestor loop (also @lru_cache).\n- Add test cases for mixin-inherited inlined/inlined_as_list.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(schemaview): use slot_ancestors() for is_a+mixins traversal in is…",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-03T11:04:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94452f5d1679cf00cbacee7b2ec9b0ea69f01474",
          "body": "Signed-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "tests(schemaview): resolution of inlined through is_a chains",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-03T11:04:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a0367a6804d89e3f95017350f8d9c8a61bc58dd",
          "body": "Signed-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(schemaview): resolve inlined through is_a chains",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-03T11:04:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a746139485ac711e7c1b9b7ea584b4e43a92a00a",
          "body": null,
          "is_bot": false,
          "headline": "fix(protobuf): fix broken generator",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-02T21:32:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d9f913d9812e34bcc0158a2906abc9e4ce57092",
          "body": "…apes (#3450)\n\nSigned-off-by: Carlo van Driesten <carlo.van-driesten@bmw.de>",
          "is_bot": false,
          "headline": "feat(gen-shacl): add --message-template for sh:message on property sh…",
          "author_name": "Carlo van Driesten",
          "author_login": "jdsika",
          "committed_at": "2026-07-02T19:12:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "035f380f655a6c452001b9b6b71543f1818872de",
          "body": "Fix SchemaView get_uri",
          "is_bot": false,
          "headline": "Merge pull request #3691 from linkml/fix-schemaview-get_uri",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-02T16:43:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "096c607e1e107bfd929783bcd020435de5e2f78c",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into fix-schemaview-get_uri",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-02T16:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1279ca3b353bfd7f2e01fb714182ea24dfb3b74f",
          "body": "Signed-off-by: Sai Asish Y <say.apm35@gmail.com>",
          "is_bot": false,
          "headline": "Make EnumDefinitionImpl instances hashable",
          "author_name": "Sai Asish Y",
          "author_login": "SAY-5",
          "committed_at": "2026-07-02T15:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ca89da5d7b80bcdd0ba596fa6bee574401b4484",
          "body": "Previous snapshots were wrong when involving Enum and Type\ncapitalization. Due to a bug in SchemaView get_uri, Enums and Types that\nshould be camelcased weren't.\n\nThis patch fixes it, applying camelcase for all Enums and Types (except\nthose from the MetaModel). What appears to be a big change is only the\nresult of a change in serialization ordering.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "tests: update according previous changes",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-02T15:39:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "850b3e3b43911b77e510273213abfcf3300f77f2",
          "body": "SchemaView get_uri should use CamelCase capitalization for types.\n\nSigned-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(schemaview): correct get_uri capitalization",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-02T15:39:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23cdcde6bafd49dff89c4c38065f8e9514c5fd85",
          "body": "The declared metamodel grouping classes (add_root_classes) were labelled with the\nraw snake_case metamodel name, e.g. rdfs:label \"enum_definition\". Prefer a\nmetamodel title if present, otherwise use the UpperCamelCase form (camelcase),\nmatching the class IRI local name and the LinkML model docs (e.g. \"EnumDefinition\").\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(owlgen): label grouping classes with UpperCamelCase metamodel name",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-07-02T15:02:05Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "00bb66b0bb899299eebee43f2b149a2024c178b1",
          "body": "Signed-off-by: Puneet Dixit <236133619+puneetdixit200@users.noreply.github.com>\nCo-authored-by: Puneet Dixit <236133619+puneetdixit200@users.noreply.github.com>",
          "is_bot": false,
          "headline": "docs: clarify OO codegen document granularity (#3535)",
          "author_name": "Puneet Dixit",
          "author_login": "puneetdixit200",
          "committed_at": "2026-07-02T13:43:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e94d2b8368ae15b06a0fa7323df7c18a8bcaccd2",
          "body": null,
          "is_bot": false,
          "headline": "Add linter rules for slot_group and in_subset referential integrity",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-07-01T20:42:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "591eefa67b8997e5eec81b6044fe2aae88a3d896",
          "body": "Signed-off-by: Silvano Cirujano Cuesta <silvano.cirujano-cuesta@siemens.com>",
          "is_bot": false,
          "headline": "fix(jsonschemagen): avoid duplicate subschemas",
          "author_name": "Silvano Cirujano Cuesta",
          "author_login": "Silvanoc",
          "committed_at": "2026-07-01T20:09:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82b98be387fac7af4f7107914e96819fd229f0be",
          "body": null,
          "is_bot": false,
          "headline": "fix(linter): don't flag None range on any_of/exactly_one_of slots",
          "author_name": "Vincent Gao",
          "author_login": "gaoflow",
          "committed_at": "2026-07-01T19:29:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd16360d71758feec725e796eaed1b9c6db7b74c",
          "body": "…blegen\n\nAdd CLI tests for sqltable generator",
          "is_bot": false,
          "headline": "Merge pull request #3656 from FlorianK13/2942-add-cli-tests-for-sqlta…",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-07-01T16:10:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "468de9961b8e650dea26d2c0b297b5d87cd5bbeb",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into 2942-add-cli-tests-for-sqltablegen",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-07-01T15:56:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "020c9a28028df84f193a4aebb275dc992232aeea",
          "body": null,
          "is_bot": false,
          "headline": "fix(enumerations): ensure enum constructor idempotency",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-01T15:29:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7f07a29a0c2ac34ee8bae21be404333960144b7",
          "body": "…(#3596)\n\n* fix(enumerations): address issues #1203 #3590 #3591 #3592\n\n* fix(enumerations): address issues #3590 #3591 #3592",
          "is_bot": false,
          "headline": "fix(enumerations): fix _hashable_, _eq_, and MRO contains_/_getitem_ …",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-07-01T15:08:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8fe8b7da89cf1332aece90bdccaa0a4243932dc",
          "body": "fix(owlgen): enum range slots with none_of/all_of/any_of - equals_string",
          "is_bot": false,
          "headline": "Merge pull request #3468 from noelmcloughlin/owlgen3",
          "author_name": "N",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-06-30T11:12:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c8699cbe3b482d5004cd0c31e56c2f4921ed0f9",
          "body": null,
          "is_bot": false,
          "headline": "fix(owlgen): address pr review comments",
          "author_name": "noelmcloughlin",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-06-30T10:59:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "565a1e0c24a66b4ffc90458a71d61bd2cbcd399b",
          "body": "…tring",
          "is_bot": false,
          "headline": "fix(owlgen): enum range slots with none_of/all_of/any_of and equals_s…",
          "author_name": "noelmcloughlin",
          "author_login": "noelmcloughlin",
          "committed_at": "2026-06-30T10:08:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c23ea7ca99e55c6cd0b2f0bb2c51ab5a374037e3",
          "body": "Update Community-Meetings.md",
          "is_bot": false,
          "headline": "Merge pull request #3687 from linkml/community-meeting-update",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-06-29T20:21:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73ac05f1ed4a61cc07ce3b566bae97fd411369a7",
          "body": "- Added speakers for July and August 2026 meetings\r\n- Added slides link for June meeting",
          "is_bot": false,
          "headline": "Update Community-Meetings.md",
          "author_name": "Sarah Gehrke",
          "author_login": "sagehrke",
          "committed_at": "2026-06-29T20:03:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afd279d0ac91c044cc1567d74b7c9f5af07b5e38",
          "body": "fix(mergeutils): merge structurally identical classes",
          "is_bot": false,
          "headline": "Merge pull request #3632 from noelmcloughlin/merge",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-06-29T17:58:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "060cb989827c37551c5d18b1a53a2c0de38b79d8",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into merge",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-06-29T17:40:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5e5e75f51e8025c0b329b413424a62eaa5a56c0",
          "body": "test(example-runner): add closed/not-closed support",
          "is_bot": false,
          "headline": "Merge pull request #3626 from noelmcloughlin/closed1",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-06-29T17:39:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d07da2fc1faaa93479f2f19de6074d2037bc5b6",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into closed1",
          "author_name": "Patrick Kalita",
          "author_login": "pkalita-lbl",
          "committed_at": "2026-06-29T17:14:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9af9eca09999b4bec08705c14ff3590a743b9e8",
          "body": "…minism",
          "is_bot": false,
          "headline": "fix(shaclgen): sort sh:ignoredProperties list for cross-process deter…",
          "author_name": "Corey Cox",
          "author_login": "amc-corey-cox",
          "committed_at": "2026-06-29T15:49:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3de07ab16b12b6edf5734de973465c2e5b715e03",
          "body": "Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "style: apply ruff format to owlgen grouping-class declarations",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-06-26T17:40:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "c4431a864a82531afb3ca7421ae8713a6f56f45c",
          "body": "…t_classes\n\nWith add_root_classes, enums/classes/permissible values are made rdfs:subClassOf\nlinkml:EnumDefinition / ClassDefinition / PermissibleValue, but those parents were never\ndeclared as owl:Class, so RDF-only consumers (e.g. OLS) drop the grouping. Declare each\nreferenced grouping class as o\n[…]\nth rdfs:label and skos:definition from the\nmetamodel. Idempotent; only emitted where add_root_classes already references the class.\n\nRefs #3605\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(owlgen): declare metamodel grouping classes referenced by add_roo…",
          "author_name": "Mark Andrew Miller",
          "author_login": "turbomam",
          "committed_at": "2026-06-26T17:25:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e29f2970b12d6d7c9aaee6a7406616c7f2897cf1",
          "body": "…-actions-501514dec4\n\nbuild(deps): bump the github-actions group across 1 directory with 7 updates",
          "is_bot": false,
          "headline": "Merge pull request #3607 from linkml/dependabot/github_actions/github…",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-06-23T12:18:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a6b7cd2e1c10935ec9013d7b672f06e0a6e9f68",
          "body": "…514dec4",
          "is_bot": false,
          "headline": "Merge branch 'main' into dependabot/github_actions/github-actions-501…",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-06-23T12:04:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af5adf25481ca287b8609a66bb9b68c4f6ccf4e4",
          "body": "Optional map-valued fields (Option<HashMap<K, V>>) were merged with\noverwrite_except_none, which replaces the whole inherited map when an\noverride is present. Map fields should merge per-key so that, e.g., a\nslot_usage override of annotations folds into the inherited annotations\ninstead of dropping \n[…]\non-map fields are unchanged.\n\nThis is the generator-side, global equivalent of the hand-patched\nmetamodel fix in Kapernikov/rust-linkml-core#98.\n\nCo-authored-by: Kevin Schaper <kevinschaper@gmail.com>",
          "is_bot": false,
          "headline": "fix(rustgen): per-key merge for optional map fields (#3588)",
          "author_name": "Frank Dekervel",
          "author_login": "kervel",
          "committed_at": "2026-06-21T09:24:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce33545c00b1316e2366e747fcf19097209fca5f",
          "body": null,
          "is_bot": false,
          "headline": "docs: Clarify the documentation about unique keys & identifiers.",
          "author_name": "Damien Goutte-Gattat",
          "author_login": "gouttegd",
          "committed_at": "2026-06-18T19:13:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7c65254980da6df0aa9f1b38e9bb300a35dcf2e6",
          "body": null,
          "is_bot": false,
          "headline": "Clarify who can review PRs with links to teams",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-06-18T18:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a23d681ac0488ab4449a0f2e555f08c4f0671669",
          "body": "Signed-off-by: jdsika <carlo.van-driesten@bmw.de>",
          "is_bot": false,
          "headline": "fix(owlgen): warn on covering axiom edge cases for abstract classes",
          "author_name": "Carlo van Driesten",
          "author_login": "jdsika",
          "committed_at": "2026-06-18T17:32:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aeef7748b71e4d93abe7a16321329989791b5e33",
          "body": null,
          "is_bot": false,
          "headline": "Fix JSONSchemaGenerator’s setting of `additionalProperties`",
          "author_name": "Damien Goutte-Gattat",
          "author_login": "gouttegd",
          "committed_at": "2026-06-18T13:52:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a660a5342b6e5a44d1215a7a32e68dc1a840ceff",
          "body": "Update Community-Meetings.md",
          "is_bot": false,
          "headline": "Merge pull request #3651 from linkml/sagehrke-patch-2",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-06-17T15:09:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9878cfb93f681a6786296ecccc81468efb0b3cc2",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into sagehrke-patch-2",
          "author_name": "Nico Matentzoglu",
          "author_login": "matentzn",
          "committed_at": "2026-06-17T14:55:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 100,
      "commits_last_year": 1225,
      "latest_release_at": "2026-05-20T17:03:58Z",
      "latest_release_tag": "v1.11.1",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 51,
      "days_since_latest_release": 71,
      "mean_days_between_releases": 18
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": true
    },
    "ecosystem": {
      "packages": [
        {
          "name": "linkml",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "biolink",
            "data modeling",
            "linked data",
            "owl",
            "rdf",
            "schema",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Intended Audience :: Healthcare Industry",
            "Intended Audience :: Science/Research",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/linkml/",
          "is_deprecated": false,
          "latest_version": "1.11.1",
          "repository_url": null,
          "versions_count": 161,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 428533,
          "first_published_at": "2021-03-24T16:02:49.473964Z",
          "latest_published_at": "2026-05-20T17:05:42.359245Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 71
        },
        {
          "name": "linkml-runtime",
          "exists": true,
          "license": "CC0-1.0",
          "keywords": [
            "linkml",
            "metamodel",
            "owl",
            "rdf",
            "schema visualization",
            "yaml",
            "Development Status :: 5 - Production/Stable",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Intended Audience :: Healthcare Industry",
            "Intended Audience :: Science/Research",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/linkml-runtime/",
          "is_deprecated": false,
          "latest_version": "1.11.1",
          "repository_url": null,
          "versions_count": 156,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 447633,
          "first_published_at": "2021-04-23T19:30:29.383616Z",
          "latest_published_at": "2026-05-20T17:05:43.633544Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 71
        }
      ]
    },
    "popularity": {
      "forks": 186,
      "stars": 581,
      "watchers": 19,
      "fork_history": {
        "days": [
          {
            "date": "2021-03-27",
            "count": 1
          },
          {
            "date": "2021-04-06",
            "count": 1
          },
          {
            "date": "2021-04-18",
            "count": 1
          },
          {
            "date": "2021-04-23",
            "count": 1
          },
          {
            "date": "2021-04-26",
            "count": 1
          },
          {
            "date": "2021-05-26",
            "count": 1
          },
          {
            "date": "2021-05-28",
            "count": 1
          },
          {
            "date": "2021-08-02",
            "count": 1
          },
          {
            "date": "2021-08-16",
            "count": 1
          },
          {
            "date": "2021-09-09",
            "count": 1
          },
          {
            "date": "2021-09-30",
            "count": 1
          },
          {
            "date": "2021-10-08",
            "count": 1
          },
          {
            "date": "2021-10-23",
            "count": 1
          },
          {
            "date": "2021-12-02",
            "count": 1
          },
          {
            "date": "2021-12-10",
            "count": 1
          },
          {
            "date": "2022-01-31",
            "count": 1
          },
          {
            "date": "2022-02-11",
            "count": 1
          },
          {
            "date": "2022-02-24",
            "count": 1
          },
          {
            "date": "2022-04-14",
            "count": 1
          },
          {
            "date": "2022-05-04",
            "count": 1
          },
          {
            "date": "2022-05-21",
            "count": 1
          },
          {
            "date": "2022-06-01",
            "count": 1
          },
          {
            "date": "2022-06-06",
            "count": 1
          },
          {
            "date": "2022-07-14",
            "count": 1
          },
          {
            "date": "2022-08-02",
            "count": 1
          },
          {
            "date": "2022-08-19",
            "count": 1
          },
          {
            "date": "2022-09-08",
            "count": 1
          },
          {
            "date": "2022-09-09",
            "count": 1
          },
          {
            "date": "2022-09-16",
            "count": 1
          },
          {
            "date": "2022-12-01",
            "count": 1
          },
          {
            "date": "2022-12-20",
            "count": 1
          },
          {
            "date": "2023-01-13",
            "count": 2
          },
          {
            "date": "2023-02-08",
            "count": 2
          },
          {
            "date": "2023-02-20",
            "count": 1
          },
          {
            "date": "2023-03-09",
            "count": 1
          },
          {
            "date": "2023-03-31",
            "count": 1
          },
          {
            "date": "2023-04-28",
            "count": 2
          },
          {
            "date": "2023-05-05",
            "count": 1
          },
          {
            "date": "2023-05-10",
            "count": 2
          },
          {
            "date": "2023-05-11",
            "count": 1
          },
          {
            "date": "2023-05-26",
            "count": 1
          },
          {
            "date": "2023-06-03",
            "count": 1
          },
          {
            "date": "2023-06-09",
            "count": 1
          },
          {
            "date": "2023-06-23",
            "count": 1
          },
          {
            "date": "2023-07-09",
            "count": 1
          },
          {
            "date": "2023-07-31",
            "count": 1
          },
          {
            "date": "2023-08-01",
            "count": 1
          },
          {
            "date": "2023-08-06",
            "count": 1
          },
          {
            "date": "2023-08-09",
            "count": 1
          },
          {
            "date": "2023-08-25",
            "count": 1
          },
          {
            "date": "2023-09-15",
            "count": 1
          },
          {
            "date": "2023-09-18",
            "count": 1
          },
          {
            "date": "2023-09-20",
            "count": 1
          },
          {
            "date": "2023-10-11",
            "count": 1
          },
          {
            "date": "2023-10-12",
            "count": 1
          },
          {
            "date": "2023-10-18",
            "count": 1
          },
          {
            "date": "2023-11-21",
            "count": 1
          },
          {
            "date": "2023-12-12",
            "count": 1
          },
          {
            "date": "2023-12-25",
            "count": 1
          },
          {
            "date": "2023-12-27",
            "count": 1
          },
          {
            "date": "2024-01-18",
            "count": 1
          },
          {
            "date": "2024-02-07",
            "count": 2
          },
          {
            "date": "2024-02-12",
            "count": 1
          },
          {
            "date": "2024-02-13",
            "count": 1
          },
          {
            "date": "2024-02-20",
            "count": 1
          },
          {
            "date": "2024-03-01",
            "count": 1
          },
          {
            "date": "2024-03-04",
            "count": 1
          },
          {
            "date": "2024-03-15",
            "count": 1
          },
          {
            "date": "2024-03-16",
            "count": 1
          },
          {
            "date": "2024-03-27",
            "count": 1
          },
          {
            "date": "2024-04-08",
            "count": 1
          },
          {
            "date": "2024-04-09",
            "count": 1
          },
          {
            "date": "2024-04-20",
            "count": 1
          },
          {
            "date": "2024-04-23",
            "count": 1
          },
          {
            "date": "2024-05-09",
            "count": 2
          },
          {
            "date": "2024-05-15",
            "count": 1
          },
          {
            "date": "2024-05-18",
            "count": 1
          },
          {
            "date": "2024-06-10",
            "count": 1
          },
          {
            "date": "2024-06-21",
            "count": 1
          },
          {
            "date": "2024-07-09",
            "count": 1
          },
          {
            "date": "2024-08-02",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 2
          },
          {
            "date": "2024-08-23",
            "count": 1
          },
          {
            "date": "2024-09-09",
            "count": 1
          },
          {
            "date": "2024-09-20",
            "count": 1
          },
          {
            "date": "2024-09-27",
            "count": 1
          },
          {
            "date": "2024-11-07",
            "count": 1
          },
          {
            "date": "2024-11-14",
            "count": 1
          },
          {
            "date": "2024-12-06",
            "count": 2
          },
          {
            "date": "2024-12-13",
            "count": 1
          },
          {
            "date": "2025-01-06",
            "count": 1
          },
          {
            "date": "2025-01-13",
            "count": 1
          },
          {
            "date": "2025-01-16",
            "count": 1
          },
          {
            "date": "2025-01-20",
            "count": 1
          },
          {
            "date": "2025-01-22",
            "count": 1
          },
          {
            "date": "2025-01-23",
            "count": 1
          },
          {
            "date": "2025-02-13",
            "count": 1
          },
          {
            "date": "2025-02-21",
            "count": 2
          },
          {
            "date": "2025-03-23",
            "count": 1
          },
          {
            "date": "2025-04-03",
            "count": 1
          },
          {
            "date": "2025-04-11",
            "count": 1
          },
          {
            "date": "2025-04-14",
            "count": 1
          },
          {
            "date": "2025-04-15",
            "count": 1
          },
          {
            "date": "2025-04-23",
            "count": 1
          },
          {
            "date": "2025-04-30",
            "count": 1
          },
          {
            "date": "2025-05-29",
            "count": 1
          },
          {
            "date": "2025-06-06",
            "count": 1
          },
          {
            "date": "2025-06-09",
            "count": 1
          },
          {
            "date": "2025-06-13",
            "count": 1
          },
          {
            "date": "2025-06-23",
            "count": 1
          },
          {
            "date": "2025-08-26",
            "count": 1
          },
          {
            "date": "2025-08-28",
            "count": 1
          },
          {
            "date": "2025-09-02",
            "count": 1
          },
          {
            "date": "2025-09-16",
            "count": 1
          },
          {
            "date": "2025-10-01",
            "count": 1
          },
          {
            "date": "2025-10-10",
            "count": 1
          },
          {
            "date": "2025-10-21",
            "count": 1
          },
          {
            "date": "2025-10-24",
            "count": 1
          },
          {
            "date": "2025-10-30",
            "count": 1
          },
          {
            "date": "2025-11-05",
            "count": 1
          },
          {
            "date": "2025-11-12",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 1
          },
          {
            "date": "2025-12-02",
            "count": 1
          },
          {
            "date": "2025-12-05",
            "count": 1
          },
          {
            "date": "2025-12-11",
            "count": 1
          },
          {
            "date": "2025-12-24",
            "count": 1
          },
          {
            "date": "2026-01-10",
            "count": 1
          },
          {
            "date": "2026-01-13",
            "count": 1
          },
          {
            "date": "2026-01-15",
            "count": 2
          },
          {
            "date": "2026-02-01",
            "count": 1
          },
          {
            "date": "2026-02-14",
            "count": 1
          },
          {
            "date": "2026-02-16",
            "count": 1
          },
          {
            "date": "2026-02-23",
            "count": 1
          },
          {
            "date": "2026-02-28",
            "count": 1
          },
          {
            "date": "2026-03-02",
            "count": 1
          },
          {
            "date": "2026-03-08",
            "count": 1
          },
          {
            "date": "2026-03-09",
            "count": 1
          },
          {
            "date": "2026-03-13",
            "count": 1
          },
          {
            "date": "2026-03-16",
            "count": 1
          },
          {
            "date": "2026-03-17",
            "count": 1
          },
          {
            "date": "2026-03-21",
            "count": 1
          },
          {
            "date": "2026-03-22",
            "count": 1
          },
          {
            "date": "2026-03-28",
            "count": 1
          },
          {
            "date": "2026-03-29",
            "count": 1
          },
          {
            "date": "2026-04-01",
            "count": 1
          },
          {
            "date": "2026-04-14",
            "count": 2
          },
          {
            "date": "2026-04-16",
            "count": 1
          },
          {
            "date": "2026-04-21",
            "count": 1
          },
          {
            "date": "2026-05-14",
            "count": 2
          },
          {
            "date": "2026-05-15",
            "count": 1
          },
          {
            "date": "2026-05-20",
            "count": 2
          },
          {
            "date": "2026-05-28",
            "count": 1
          },
          {
            "date": "2026-05-29",
            "count": 1
          },
          {
            "date": "2026-05-31",
            "count": 1
          },
          {
            "date": "2026-06-01",
            "count": 1
          },
          {
            "date": "2026-06-07",
            "count": 1
          },
          {
            "date": "2026-06-17",
            "count": 1
          },
          {
            "date": "2026-06-24",
            "count": 1
          },
          {
            "date": "2026-06-25",
            "count": 1
          },
          {
            "date": "2026-06-26",
            "count": 2
          },
          {
            "date": "2026-06-29",
            "count": 1
          },
          {
            "date": "2026-07-02",
            "count": 2
          },
          {
            "date": "2026-07-11",
            "count": 1
          },
          {
            "date": "2026-07-22",
            "count": 2
          },
          {
            "date": "2026-07-28",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 181,
        "total_forks": 186
      },
      "star_history": null,
      "open_issues_and_prs": 830
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "docs/Makefile",
        "examples/PersonSchema/Makefile",
        "packages/linkml_runtime/Makefile"
      ],
      "api_schema_files": [
        "examples/PersonSchema/personinfo/graphql/personinfo.graphql",
        "examples/PersonSchema/personinfo/protobuf/personinfo.proto",
        "examples/organization.graphql",
        "examples/organization.proto",
        "packages/linkml_runtime/src/linkml_runtime/linkml_model/graphql/meta.graphql",
        "packages/linkml_runtime/src/linkml_runtime/linkml_model/protobuf/meta.proto",
        "tests/linkml/test_biolink_model/__snapshots__/biolink.graphql",
        "tests/linkml/test_biolink_model/__snapshots__/biolink.proto",
        "tests/linkml/test_generators/__snapshots__/kitchen_sink.graphql",
        "tests/linkml/test_scripts/__snapshots__/gengraphql/meta.graphql",
        "tests/linkml/test_scripts/__snapshots__/genproto/meta.proto"
      ],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [
        "examples/PersonSchema/rust/Cargo.toml"
      ],
      "largest_source_bytes": 859669,
      "source_files_sampled": 703,
      "oversized_source_files": 17,
      "agent_instruction_files": [
        "AGENTS.md",
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 1666
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 80,
        "malicious_count": 0,
        "assessed_package": "pypi:linkml@1.11.1",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "antlr4-python3-runtime",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 4.9.0, < 4.10"
        },
        {
          "name": "click",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 8.2"
        },
        {
          "name": "graphviz",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.10.1"
        },
        {
          "name": "hbreader",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "isodate",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.6.0"
        },
        {
          "name": "jinja2",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 3.1.0"
        },
        {
          "name": "jsonasobj2",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 1.0.3, < 2.0.0"
        },
        {
          "name": "jsonschema",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 4.0.0"
        },
        {
          "name": "linkml-runtime",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 1.10.0, < 2.0.0"
        },
        {
          "name": "openpyxl",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "parse",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "prefixcommons",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.1.7"
        },
        {
          "name": "prefixmaps",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.2.2"
        },
        {
          "name": "pydantic",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 2.0.0, < 3.0.0"
        },
        {
          "name": "pyjsg",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.12.3"
        },
        {
          "name": "pyshex",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "pyshexc",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.10.3"
        },
        {
          "name": "python-dateutil",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "pyyaml",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "rdflib",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0.0"
        },
        {
          "name": "requests",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 2.22"
        },
        {
          "name": "sqlalchemy",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 1.4.31"
        },
        {
          "name": "watchdog",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.9.0"
        },
        {
          "name": "typing-extensions",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 4.6.0"
        },
        {
          "name": "sphinx-click",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=6.0.0)"
        },
        {
          "name": "openapi-spec-validator",
          "manifest": "packages/linkml/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.8.4"
        },
        {
          "name": "click",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 8.2"
        },
        {
          "name": "deprecated",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "hbreader",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "json-flattener",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.1.9"
        },
        {
          "name": "jsonasobj2",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==1.*,>=1.0.0,>=1.0.4"
        },
        {
          "name": "jsonschema",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.2.0"
        },
        {
          "name": "prefixcommons",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.1.12"
        },
        {
          "name": "pyyaml",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "rdflib",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0.0"
        },
        {
          "name": "requests",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "prefixmaps",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.1.4"
        },
        {
          "name": "curies",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.5.4"
        },
        {
          "name": "pyoxigraph",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.5.6"
        },
        {
          "name": "pydantic",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10.2, <3.0.0"
        },
        {
          "name": "isodate",
          "manifest": "packages/linkml_runtime/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.7.2, <1.0.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "antlr4-python3-runtime",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "antlr4-python3-runtime",
            "direct": true,
            "version": "4.9.3",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": true,
            "version": "8.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "curies",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "curies",
            "direct": true,
            "version": "0.12.3",
            "ecosystem": "pypi"
          },
          {
            "name": "deprecated",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "deprecated",
            "direct": true,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "graphviz",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "graphviz",
            "direct": true,
            "version": "0.21",
            "ecosystem": "pypi"
          },
          {
            "name": "hbreader",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "hbreader",
            "direct": true,
            "version": "0.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "isodate",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "isodate",
            "direct": true,
            "version": "0.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": true,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "json-flattener",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "json-flattener",
            "direct": true,
            "version": "0.1.9",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonasobj2",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonasobj2",
            "direct": true,
            "version": "1.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": true,
            "version": "4.24.1",
            "ecosystem": "pypi"
          },
          {
            "name": "linkml-runtime",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-spec-validator",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-spec-validator",
            "direct": true,
            "version": "0.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": true,
            "version": "3.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "parse",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "parse",
            "direct": true,
            "version": "1.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prefixcommons",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "prefixcommons",
            "direct": true,
            "version": "0.1.12",
            "ecosystem": "pypi"
          },
          {
            "name": "prefixmaps",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "prefixmaps",
            "direct": true,
            "version": "0.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.12.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjsg",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyjsg",
            "direct": true,
            "version": "0.12.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyoxigraph",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyoxigraph",
            "direct": true,
            "version": "0.5.8",
            "ecosystem": "pypi"
          },
          {
            "name": "pyshex",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyshex",
            "direct": true,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyshexc",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyshexc",
            "direct": true,
            "version": "0.10.3.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": true,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rdflib",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rdflib",
            "direct": true,
            "version": "7.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-click",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-click",
            "direct": true,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": true,
            "version": "2.0.44",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": true,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "watchdog",
            "direct": true,
            "version": "6.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "chrono",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "pyo3",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde-value",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde_path_to_error",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "serde_yml",
            "direct": false,
            "version": null,
            "ecosystem": "crates"
          },
          {
            "name": "accessible-pygments",
            "direct": false,
            "version": "0.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "appnope",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi-bindings",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "arrow",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "async-lru",
            "direct": false,
            "version": "2.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backoff",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": "26.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "bleach",
            "direct": false,
            "version": "6.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cachetools",
            "direct": false,
            "version": "6.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cattrs",
            "direct": false,
            "version": "25.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2025.10.5",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cfgraph",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "chardet",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "chardet",
            "direct": false,
            "version": "7.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": "1.8.17",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "defusedxml",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "deprecation",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distlib",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docker",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "duckdb",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "duckdb",
            "direct": false,
            "version": "1.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "et-xmlfile",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "execnet",
            "direct": false,
            "version": "2.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastjsonschema",
            "direct": false,
            "version": "2.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "filelock",
            "direct": false,
            "version": "3.29.4",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fqdn",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "furo",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "furo",
            "direct": false,
            "version": "2025.9.25",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.30.3",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.53.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-bigquery",
            "direct": false,
            "version": "3.41.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-cloud-core",
            "direct": false,
            "version": "2.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-crc32c",
            "direct": false,
            "version": "1.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-resumable-media",
            "direct": false,
            "version": "2.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.75.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gql",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "gql",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "graphql-core",
            "direct": false,
            "version": "3.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio",
            "direct": false,
            "version": "1.80.0",
            "ecosystem": "pypi"
          },
          {
            "name": "grpcio-status",
            "direct": false,
            "version": "1.80.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hatchling",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "html5rdf",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.17",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "1.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "8.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": false,
            "version": "9.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-genutils",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-genutils",
            "direct": false,
            "version": "0.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython-pygments-lexers",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ipywidgets",
            "direct": false,
            "version": "8.1.7",
            "ecosystem": "pypi"
          },
          {
            "name": "isoduration",
            "direct": false,
            "version": "20.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.19.2",
            "ecosystem": "pypi"
          },
          {
            "name": "json5",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonasobj",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpatch",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpatch",
            "direct": false,
            "version": "1.33",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonpointer",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-path",
            "direct": false,
            "version": "0.4.5",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-builder",
            "direct": false,
            "version": "1.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-cache",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-client",
            "direct": false,
            "version": "8.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-console",
            "direct": false,
            "version": "6.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-events",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-lsp",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-server-terminals",
            "direct": false,
            "version": "0.5.3",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-pygments",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-server",
            "direct": false,
            "version": "2.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-widgets",
            "direct": false,
            "version": "3.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "lazy-object-proxy",
            "direct": false,
            "version": "1.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "3.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.10.7",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "maturin",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "maturin",
            "direct": false,
            "version": "1.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistune",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mock",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mock",
            "direct": false,
            "version": "5.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "myst-nb",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "myst-nb",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "myst-parser",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "myst-parser",
            "direct": false,
            "version": "4.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nbclient",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": false,
            "version": "7.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": false,
            "version": "5.10.4",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook",
            "direct": false,
            "version": "7.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "notebook-shim",
            "direct": false,
            "version": "0.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "numpydantic",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpydantic",
            "direct": false,
            "version": "1.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-schema-validator",
            "direct": false,
            "version": "0.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "overrides",
            "direct": false,
            "version": "7.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "owlrl",
            "direct": false,
            "version": "7.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": false,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pandera",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandera",
            "direct": false,
            "version": "0.26.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pandocfilters",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pathable",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "polars-lts-cpu",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "polars-lts-cpu",
            "direct": false,
            "version": "1.33.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prettytable",
            "direct": false,
            "version": "3.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prometheus-client",
            "direct": false,
            "version": "0.23.1",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.52",
            "ecosystem": "pypi"
          },
          {
            "name": "propcache",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "proto-plus",
            "direct": false,
            "version": "1.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "6.33.6",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "7.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.23",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.2.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pyproject-api",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyshacl",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyshacl",
            "direct": false,
            "version": "0.30.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-logging",
            "direct": false,
            "version": "2015.11.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-subtests",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-subtests",
            "direct": false,
            "version": "0.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": "3.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-discovery",
            "direct": false,
            "version": "1.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-json-logger",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytokens",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "pywinpty",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "27.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rdflib-jsonld",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rdflib-shim",
            "direct": false,
            "version": "1.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-cache",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests-cache",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3339-validator",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986-validator",
            "direct": false,
            "version": "0.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3987",
            "direct": false,
            "version": "1.3.8",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "14.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "roman-numerals-py",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "send2trash",
            "direct": false,
            "version": "1.8.3",
            "ecosystem": "pypi"
          },
          {
            "name": "shexjsg",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.8.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sparqlslurper",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sparqlwrapper",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-basic-ng",
            "direct": false,
            "version": "1.0.0b2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-design",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-jinja",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-jinja",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-rtd-theme",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-rtd-theme",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jquery",
            "direct": false,
            "version": "4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-mermaid",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-mermaid",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-programoutput",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-programoutput",
            "direct": false,
            "version": "0.18",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-bigquery",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-bigquery",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tabulate",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "terminado",
            "direct": false,
            "version": "0.18.1",
            "ecosystem": "pypi"
          },
          {
            "name": "testcontainers",
            "direct": false,
            "version": "3.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tinycss2",
            "direct": false,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.7",
            "ecosystem": "pypi"
          },
          {
            "name": "tox",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tox",
            "direct": false,
            "version": "4.32.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tox-uv",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tox-uv",
            "direct": false,
            "version": "1.29.0",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.14.3",
            "ecosystem": "pypi"
          },
          {
            "name": "typedb-driver",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typedb-driver",
            "direct": false,
            "version": "3.8.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typeguard",
            "direct": false,
            "version": "4.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspect",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2025.2",
            "ecosystem": "pypi"
          },
          {
            "name": "uri-template",
            "direct": false,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "url-normalize",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uv",
            "direct": false,
            "version": "0.11.23",
            "ecosystem": "pypi"
          },
          {
            "name": "uv-dynamic-versioning",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "virtualenv",
            "direct": false,
            "version": "21.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.2.14",
            "ecosystem": "pypi"
          },
          {
            "name": "webcolors",
            "direct": false,
            "version": "24.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "webencodings",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "websocket-client",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "widgetsnbextension",
            "direct": false,
            "version": "4.0.14",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "yarl",
            "direct": false,
            "version": "1.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 332,
        "direct_count": 58,
        "indirect_count": 274
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 116,
        "merged_prs": 1293,
        "open_issues": 714,
        "closed_ratio": 0.644,
        "closed_issues": 1294,
        "closed_unmerged_prs": 259
      },
      "bus_factor": 6,
      "bot_contributors": 4,
      "top_contributors": [
        {
          "type": "User",
          "login": "cmungall",
          "commits": 700,
          "avatar_url": "https://avatars.githubusercontent.com/u/50745?v=4"
        },
        {
          "type": "User",
          "login": "sujaypatil96",
          "commits": 466,
          "avatar_url": "https://avatars.githubusercontent.com/u/20239224?v=4"
        },
        {
          "type": "User",
          "login": "sierra-moxon",
          "commits": 403,
          "avatar_url": "https://avatars.githubusercontent.com/u/4561292?v=4"
        },
        {
          "type": "User",
          "login": "pkalita-lbl",
          "commits": 344,
          "avatar_url": "https://avatars.githubusercontent.com/u/102547565?v=4"
        },
        {
          "type": "User",
          "login": "sneakers-the-rat",
          "commits": 257,
          "avatar_url": "https://avatars.githubusercontent.com/u/12961499?v=4"
        },
        {
          "type": "User",
          "login": "actions-user",
          "commits": 243,
          "avatar_url": "https://avatars.githubusercontent.com/u/65916846?v=4"
        },
        {
          "type": "User",
          "login": "amc-corey-cox",
          "commits": 221,
          "avatar_url": "https://avatars.githubusercontent.com/u/69321580?v=4"
        },
        {
          "type": "User",
          "login": "matentzn",
          "commits": 170,
          "avatar_url": "https://avatars.githubusercontent.com/u/7070631?v=4"
        },
        {
          "type": "User",
          "login": "tfliss",
          "commits": 158,
          "avatar_url": "https://avatars.githubusercontent.com/u/911338?v=4"
        },
        {
          "type": "User",
          "login": "hsolbrig",
          "commits": 131,
          "avatar_url": "https://avatars.githubusercontent.com/u/415926?v=4"
        }
      ],
      "contributors_sampled": 96,
      "top_contributor_share": 0.154
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "check-external-links.yaml",
        "dependency-audit.yaml",
        "doc-pages.yaml",
        "docker-build.yaml",
        "docs-test.yaml",
        "main.yaml",
        "metamodel-compat.yaml",
        "pypi-publish.yaml",
        "rustgen.yaml",
        "stale.yaml",
        "typedb-integration.yaml",
        "update-feature-dashboard.yaml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": true,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 62 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 1,
            "reason": "9 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "e5d97c45a6b84e0cb5fbb9665a965c4b0c70194f",
        "ran_at": "2026-07-31T07:48:08Z",
        "aggregate_score": 5.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-31T01:48:41Z",
      "oldest_open_prs": [
        {
          "number": 2416,
          "created_at": "2024-11-14T15:15:38Z",
          "last_comment_at": "2026-07-13T14:40:56Z",
          "last_comment_author": "Silvanoc"
        },
        {
          "number": 2456,
          "created_at": "2024-12-13T22:37:12Z",
          "last_comment_at": "2026-07-04T23:13:29Z",
          "last_comment_author": "noelmcloughlin"
        },
        {
          "number": 2496,
          "created_at": "2025-01-13T17:08:29Z",
          "last_comment_at": "2026-04-08T15:53:27Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 2515,
          "created_at": "2025-01-29T18:31:37Z",
          "last_comment_at": "2026-04-16T06:02:32Z",
          "last_comment_author": "matentzn"
        },
        {
          "number": 2550,
          "created_at": "2025-02-21T23:13:05Z",
          "last_comment_at": "2026-04-30T22:08:53Z",
          "last_comment_author": "sujaypatil96"
        },
        {
          "number": 2577,
          "created_at": "2025-03-24T03:12:55Z",
          "last_comment_at": "2026-07-28T15:55:56Z",
          "last_comment_author": "noelmcloughlin"
        },
        {
          "number": 2586,
          "created_at": "2025-03-26T22:39:59Z",
          "last_comment_at": "2025-04-01T20:56:25Z",
          "last_comment_author": "tfliss"
        },
        {
          "number": 2697,
          "created_at": "2025-05-15T18:28:01Z",
          "last_comment_at": "2025-05-15T18:42:21Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 2725,
          "created_at": "2025-05-23T17:58:47Z",
          "last_comment_at": "2026-07-09T14:07:58Z",
          "last_comment_author": "Silvanoc"
        },
        {
          "number": 2833,
          "created_at": "2025-07-23T00:44:06Z",
          "last_comment_at": "2025-07-23T00:47:08Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 2852,
          "created_at": "2025-07-31T21:32:12Z",
          "last_comment_at": "2025-07-31T21:35:25Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 2854,
          "created_at": "2025-07-31T21:59:57Z",
          "last_comment_at": "2026-02-03T06:13:38Z",
          "last_comment_author": "matentzn"
        },
        {
          "number": 2883,
          "created_at": "2025-08-30T14:50:07Z",
          "last_comment_at": "2026-02-02T15:19:25Z",
          "last_comment_author": "matentzn"
        },
        {
          "number": 2893,
          "created_at": "2025-09-04T21:24:37Z",
          "last_comment_at": "2025-10-23T21:30:12Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 2897,
          "created_at": "2025-09-08T07:47:04Z",
          "last_comment_at": "2025-09-08T16:48:42Z",
          "last_comment_author": "sneakers-the-rat"
        },
        {
          "number": 2927,
          "created_at": "2025-10-03T14:54:23Z",
          "last_comment_at": "2026-01-30T18:07:44Z",
          "last_comment_author": "matentzn"
        },
        {
          "number": 2995,
          "created_at": "2025-11-05T17:06:04Z",
          "last_comment_at": "2025-11-05T17:09:20Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 3038,
          "created_at": "2025-12-13T20:39:41Z",
          "last_comment_at": "2025-12-13T20:42:43Z",
          "last_comment_author": "codecov"
        },
        {
          "number": 3048,
          "created_at": "2025-12-20T01:07:41Z",
          "last_comment_at": "2026-01-20T18:09:05Z",
          "last_comment_author": "kevinschaper"
        },
        {
          "number": 3078,
          "created_at": "2026-01-16T22:45:16Z",
          "last_comment_at": "2026-01-22T07:11:36Z",
          "last_comment_author": "matentzn"
        }
      ],
      "last_merged_pr_at": "2026-07-29T18:00:45Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 20,
          "created_at": "2019-11-29T15:56:05Z",
          "last_comment_at": "2025-10-10T00:15:02Z",
          "last_comment_author": "nlharris"
        },
        {
          "number": 86,
          "created_at": "2020-11-09T03:07:50Z",
          "last_comment_at": "2024-06-21T18:31:58Z",
          "last_comment_author": "cmungall"
        },
        {
          "number": 98,
          "created_at": "2021-01-09T01:06:45Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 105,
          "created_at": "2021-01-26T18:39:53Z",
          "last_comment_at": "2024-05-17T20:37:50Z",
          "last_comment_author": "turbomam"
        },
        {
          "number": 109,
          "created_at": "2021-02-02T17:25:33Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 124,
          "created_at": "2021-02-24T20:27:13Z",
          "last_comment_at": "2023-04-21T21:35:45Z",
          "last_comment_author": "sierra-moxon"
        },
        {
          "number": 127,
          "created_at": "2021-02-26T22:13:01Z",
          "last_comment_at": "2026-03-30T19:49:02Z",
          "last_comment_author": "noelmcloughlin"
        },
        {
          "number": 128,
          "created_at": "2021-02-26T22:22:08Z",
          "last_comment_at": "2023-04-20T22:11:13Z",
          "last_comment_author": "ialarmedalien"
        },
        {
          "number": 151,
          "created_at": "2021-04-02T17:16:37Z",
          "last_comment_at": "2021-04-02T17:54:55Z",
          "last_comment_author": "noelmcloughlin"
        },
        {
          "number": 163,
          "created_at": "2021-04-09T21:04:08Z",
          "last_comment_at": "2025-10-17T08:36:23Z",
          "last_comment_author": "Silvanoc"
        },
        {
          "number": 258,
          "created_at": "2021-04-22T16:30:02Z",
          "last_comment_at": "2025-12-06T17:17:08Z",
          "last_comment_author": "nlharris"
        },
        {
          "number": 178,
          "created_at": "2021-04-23T04:35:03Z",
          "last_comment_at": "2025-12-05T23:00:57Z",
          "last_comment_author": "nlharris"
        },
        {
          "number": 182,
          "created_at": "2021-04-23T17:15:53Z",
          "last_comment_at": "2024-06-15T00:02:52Z",
          "last_comment_author": "cmungall"
        },
        {
          "number": 194,
          "created_at": "2021-04-30T20:30:05Z",
          "last_comment_at": "2023-04-14T20:34:12Z",
          "last_comment_author": "cmungall"
        },
        {
          "number": 238,
          "created_at": "2021-06-18T22:15:07Z",
          "last_comment_at": "2026-07-31T01:48:36Z",
          "last_comment_author": "github-actions"
        },
        {
          "number": 256,
          "created_at": "2021-06-18T23:33:29Z",
          "last_comment_at": "2022-10-28T18:08:22Z",
          "last_comment_author": "nlharris"
        },
        {
          "number": 1447,
          "created_at": "2021-07-01T00:18:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 272,
          "created_at": "2021-07-12T17:11:15Z",
          "last_comment_at": "2023-01-12T16:07:50Z",
          "last_comment_author": "sierra-moxon"
        },
        {
          "number": 273,
          "created_at": "2021-07-13T17:58:51Z",
          "last_comment_at": "2024-06-19T11:10:15Z",
          "last_comment_author": "deepakunni3"
        },
        {
          "number": 290,
          "created_at": "2021-08-06T14:46:43Z",
          "last_comment_at": "2022-11-18T22:32:54Z",
          "last_comment_author": "sierra-moxon"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/linkml/linkml",
    "host": "github.com",
    "name": "linkml",
    "owner": "linkml"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 88,
      "inputs": {
        "security": 67,
        "vitality": 99,
        "community": 85,
        "governance": 84,
        "engineering": 100
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 99,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "commits_last_year": 1225,
              "human_commit_share": 0.99,
              "days_since_last_push": 0,
              "active_weeks_last_year": 51
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "51/52 weeks with commits",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 51
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "1225 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 1225
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v1.11.1",
              "releases_from_tags": false,
              "days_since_latest_release": 71,
              "mean_days_between_releases": 18
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 71 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 71
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~18 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 18
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 1,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 1 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 85,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "forks": 186,
              "stars": 581,
              "watchers": 19,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "581 stars",
                "points": 44.8,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 581
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "186 forks",
                "points": 18.9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 186
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "19 watchers",
                "points": 7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "excellent",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 99,
            "inputs": {
              "packages": [
                "linkml",
                "linkml-runtime"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 876166
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "876,166 downloads/month across pypi",
                "points": 79.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 876166,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 84,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "bus_factor": 6,
              "contributors_sampled": 96,
              "top_contributor_share": 0.154
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "6 contributor(s) cover half of all commits",
                "points": 48.6,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 15% of commits",
                "points": 19,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 15
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "96 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 96
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 62 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 77,
            "inputs": {
              "merged_prs": 1293,
              "open_issues": 714,
              "closed_issues": 1294,
              "issue_closed_ratio": 0.644,
              "closed_unmerged_prs": 259
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "64% of issues closed",
                "points": 30.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 64
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1293/1552 decided PRs merged",
                "points": 31.9,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1293,
                      "decided": 1552
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "followers": 222,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "linkml",
              "public_repos": 68,
              "account_age_days": 1987
            },
            "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": "222 followers of linkml",
                "points": 16.9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 222,
                      "login": "linkml"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "68 public repos, account ~5 yr old",
                "points": 23.9,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 68
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 5
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "linkml",
                "linkml-runtime"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 71
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 71 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 71
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "161 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 161
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 100,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "12 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "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": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "rdf",
                "modeling",
                "linkml",
                "json-schema",
                "linkml-schema",
                "semantic-web",
                "schema",
                "data-modeling",
                "json-ld-context",
                "owl",
                "data-dictionaries",
                "linked-data",
                "hacktoberfest",
                "standards",
                "shex",
                "shacl"
              ],
              "has_wiki": true,
              "homepage": "https://linkml.io/linkml",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "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": "https://linkml.io/linkml",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "16 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 16
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 67,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.9
            },
            "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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "14 out of 14 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 62 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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "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": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:linkml@1.11.1 runtime dependency closure — what installing the published package pulls in — 80 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:linkml@1.11.1",
                  "assessed": 80
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 80,
              "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": "excellent",
            "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": 80,
              "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": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 16
            },
            "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": "good",
        "name": "AI Readiness",
        "value": 76,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.697,
              "agent_instruction_files": [
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 1666
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "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": "69 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 37.2,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 69,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "examples/PersonSchema/Makefile",
                "packages/linkml_runtime/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.05,
              "toolchain_manifests": [
                "examples/PersonSchema/rust/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, examples/PersonSchema/Makefile, packages/linkml_runtime/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, examples/PersonSchema/Makefile, packages/linkml_runtime/Makefile"
                    }
                  }
                ],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "5 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 5,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 859669,
              "source_files_sampled": 703,
              "oversized_source_files": 17
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "17/703 source files over 60KB",
                "points": 53.7,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 703,
                      "oversized": 17
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "examples/PersonSchema/personinfo/graphql/personinfo.graphql",
                "examples/PersonSchema/personinfo/protobuf/personinfo.proto",
                "examples/organization.graphql",
                "examples/organization.proto",
                "packages/linkml_runtime/src/linkml_runtime/linkml_model/graphql/meta.graphql",
                "packages/linkml_runtime/src/linkml_runtime/linkml_model/protobuf/meta.proto",
                "tests/linkml/test_biolink_model/__snapshots__/biolink.graphql",
                "tests/linkml/test_biolink_model/__snapshots__/biolink.proto",
                "tests/linkml/test_generators/__snapshots__/kitchen_sink.graphql",
                "tests/linkml/test_scripts/__snapshots__/gengraphql/meta.graphql",
                "tests/linkml/test_scripts/__snapshots__/genproto/meta.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "examples/PersonSchema/personinfo/graphql/personinfo.graphql, examples/PersonSchema/personinfo/protobuf/personinfo.proto, examples/organization.graphql, examples/organization.proto, packages/linkml_runtime/src/linkml_runtime/linkml_model/graphql/meta.graphql, packages/linkml_runtime/src/linkml_runtime/linkml_model/protobuf/meta.proto, tests/linkml/test_biolink_model/__snapshots__/biolink.graphql, tests/linkml/test_biolink_model/__snapshots__/biolink.proto, tests/linkml/test_generators/__snapshots__/kitchen_sink.graphql, tests/linkml/test_scripts/__snapshots__/gengraphql/meta.graphql, tests/linkml/test_scripts/__snapshots__/genproto/meta.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples/PersonSchema/personinfo/graphql/personinfo.graphql, examples/PersonSchema/personinfo/protobuf/personinfo.proto, examples/organization.graphql, examples/organization.proto, packages/linkml_runtime/src/linkml_runtime/linkml_model/graphql/meta.graphql, packages/linkml_runtime/src/linkml_runtime/linkml_model/protobuf/meta.proto, tests/linkml/test_biolink_model/__snapshots__/biolink.graphql, tests/linkml/test_biolink_model/__snapshots__/biolink.proto, tests/linkml/test_generators/__snapshots__/kitchen_sink.graphql, tests/linkml/test_scripts/__snapshots__/gengraphql/meta.graphql, tests/linkml/test_scripts/__snapshots__/genproto/meta.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T07:48:47.527944Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/linkml/linkml.svg",
  "full_name": "linkml/linkml",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}