pybamm-team / pybammsolvers

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

每个点涵盖 2 天。

来自 GitHub 依赖图的完整解析依赖集合：1 个直接依赖与 4 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

安装 pypi:pybammsolvers@0.9.0 会引入 2 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

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

{
  "data": {
    "repo": {
      "topics": [
        "batteries",
        "battery-models",
        "pybamm",
        "python",
        "simulation",
        "solvers"
      ],
      "is_fork": false,
      "size_kb": 346,
      "has_wiki": false,
      "homepage": null,
      "languages": {
        "C++": 246279,
        "CMake": 21057,
        "Python": 76001
      },
      "pushed_at": "2026-06-19T15:52:41Z",
      "created_at": "2024-08-22T22:41:56Z",
      "owner_type": "Organization",
      "updated_at": "2026-06-19T15:53:23Z",
      "description": "C/C++ solvers used by PyBaMM, and their Python bindings",
      "is_archived": true,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "main",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "C++",
      "significant_languages": [
        "C++",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.pybamm.org/",
      "name": "PyBaMM Team",
      "type": "Organization",
      "login": "pybamm-team",
      "company": null,
      "location": null,
      "followers": 230,
      "avatar_url": "https://avatars.githubusercontent.com/u/48961907?v=4",
      "created_at": "2019-03-26T17:35:06Z",
      "is_verified": null,
      "public_repos": 24,
      "account_age_days": 2684
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2026-05-28T14:30:37Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2026-04-29T18:13:25Z"
        },
        {
          "tag": "v0.8.0",
          "kind": "minor",
          "published_at": "2026-04-27T20:32:59Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2026-03-30T13:57:57Z"
        },
        {
          "tag": "v0.6.0",
          "kind": "minor",
          "published_at": "2026-03-03T18:48:31Z"
        },
        {
          "tag": "v0.5.0",
          "kind": "minor",
          "published_at": "2026-02-27T19:13:03Z"
        },
        {
          "tag": "v0.4.0",
          "kind": "minor",
          "published_at": "2026-02-06T15:10:53Z"
        },
        {
          "tag": "v0.3.3",
          "kind": "patch",
          "published_at": "2025-12-01T15:12:04Z"
        },
        {
          "tag": "v0.3.2",
          "kind": "patch",
          "published_at": "2025-11-19T17:35:13Z"
        },
        {
          "tag": "v0.3.1",
          "kind": "patch",
          "published_at": "2025-09-22T18:01:50Z"
        },
        {
          "tag": "v0.3.0",
          "kind": "minor",
          "published_at": "2025-09-18T15:43:11Z"
        },
        {
          "tag": "v0.2.0",
          "kind": "minor",
          "published_at": "2025-09-16T18:06:45Z"
        },
        {
          "tag": "v0.1.0",
          "kind": "minor",
          "published_at": "2025-01-27T19:17:33Z"
        },
        {
          "tag": "v0.0.5",
          "kind": "patch",
          "published_at": "2025-01-08T18:36:48Z"
        },
        {
          "tag": "v0.0.4",
          "kind": "patch",
          "published_at": "2024-11-14T01:28:02Z"
        },
        {
          "tag": "v0.0.3",
          "kind": "patch",
          "published_at": "2024-11-07T18:45:30Z"
        },
        {
          "tag": "v0.0.2",
          "kind": "patch",
          "published_at": "2024-11-07T17:55:08Z"
        },
        {
          "tag": "v0.0.1",
          "kind": "patch",
          "published_at": "2024-10-03T14:43:06Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "0a957b1cc7f264a8c51b1dbf38b581f2742bc81f",
          "body": "The IDAKLU solver now lives in the PyBaMM monorepo\n(https://github.com/pybamm-team/PyBaMM). This repo is being archived:\n\n- Add archive notice to the README pointing to the monorepo\n- Remove CI workflows and Dependabot config so no automation runs\n  on the frozen repo",
          "is_bot": false,
          "headline": "chore: archive repository — code moved to PyBaMM monorepo (#109)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2026-06-19T15:52:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f304c364655f5e0bb6d308cbe4d0bda1069197d",
          "body": "Bumps the actions group with 1 update: [astral-sh/setup-uv](https://github.com/astral-sh/setup-uv).\n\n\nUpdates `astral-sh/setup-uv` from 8.1.0 to 8.2.0\n- [Release notes](https://github.com/astral-sh/setup-uv/releases)\n- [Commits](https://github.com/astral-sh/setup-uv/compare/v8.1.0...v8.2.0)\n\n---\nupd\n[…]\npe: version-update:semver-minor\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump astral-sh/setup-uv from 8.1.0 to 8.2.0 in the actions group (#108)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-09T06:46:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ef0dc0bd1c0b0a8fe703cd86dcc16a61aa02b956",
          "body": "Co-authored-by: Marc Berliner <marc@ionworks.com>",
          "is_bot": false,
          "headline": "ci: fix Windows wheel build (release crash + speed regression) (#107)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-05-28T14:27:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c29f9fa05bd9cc85c42c96e4b10088bd026f4e35",
          "body": "* Fix consistent-init state discard at tiny atol + bump to `v0.8.2`\n\nThe internal IDAKLU consistent-initialization Newton can drive the\nalgebraic residual to ~machine precision yet still fail the WRMS\nstep-norm test when atol is extremely small (the error weights blow\nup). That converged state was d\n[…]\nwithout PyBaMM).\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\n\n* Update IDAKLUSolverOpenMP.inl\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix nonlinear solver returning initial guess on failure (#106)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-05-28T12:55:46Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cb9f9bc31338062ed752891f674ee95e21bd4652",
          "body": null,
          "is_bot": false,
          "headline": "Migrate build to scikit-build-core (#105)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2026-05-26T08:05:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20f4bb4c6ec15012dc8754ee2d0fa519e2a01402",
          "body": null,
          "is_bot": false,
          "headline": "pybammsolvers is on conda-forge now (#102)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2026-04-29T20:16:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9acacc4311309e22328bf1284be73a79d069c246",
          "body": "* remove IDA internals\n\n* bump to `v0.8.1`",
          "is_bot": false,
          "headline": "Remove IDA internals (#104)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-04-29T18:12:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32c670a6277d925c1919c4b8453612a07e83514a",
          "body": "* Add new header files to MANIFEST.in\n\n* Apply suggestions from code review\n\nCo-authored-by: Saransh Chopra <saransh0701@gmail.com>",
          "is_bot": false,
          "headline": "Add new header files to MANIFEST.in (#103)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2026-04-29T15:13:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8628c230916df6bad1dade003259bd72f63bda1",
          "body": "* working\n\n* cleanup\n\n* cleanup\n\n* add disabled option and max linesearch iters\n\n* nonlinear and linear solver extensions\n\n* refactor consistent IC\n\n* review 0\n\n* good\n\n* standalone newton\n\n* remove coupled solver system\n\n* batched nonlinear solve\n\n* add logging to nonlinear solver\n\n* remove tmp fil\n[…]\n\n\n* Update integration_tests.yml\n\n* fix `hermite_interpolation` option regression\n\n* split newton solver into cpp/hpp\n\n* check sundials `v7.6.x`\n\n* fix ownership contract between IDA and linear solver",
          "is_bot": false,
          "headline": "Add inline nonlinear solver + bump to `v0.8.0` (#99)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-04-27T20:32:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "77fde9dc1bb249ddcdfcbe71e22e2c96be3a9b7f",
          "body": "* fix: deep copy CasADi functions only in parallel mode\n\ncasadi::Function is a SharedObject where copy construction only increments\na reference count, sharing the same FunctionInternal (including memory pools).\nWhen multiple solvers run in parallel via OpenMP, they race on internal state.\n\nChanges:\n\n[…]\nlvers > 1\n- Single-threaded mode retains shallow copy for memory efficiency\n- Serialize once, deserialize N times (not N serialize + N deserialize)\n\n* tests: adds parallel solve exponential decay test",
          "is_bot": false,
          "headline": "Deep-copy CasADi functions to prevent thread-unsafe shared state (#101)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2026-04-23T17:59:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "da34141e717e559bd1c4f079e9ec8e0bd2c39c45",
          "body": "* fix release: do not upload vcpkg log files always\n\n* Bump version from 0.6.0 to 0.7.0",
          "is_bot": false,
          "headline": "fix release: do not upload vcpkg log files always (#98)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2026-03-30T13:56:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc80a53fa311549191a7b3dd5bd9482568dcaacc",
          "body": "* use function sparsity in hermite interp\n\n* remove dead fallback code\n\n* Create test_observe.py\n\n* style\n\n* move test_observe.py\n\n* Update test_observe.py\n\n* add `pytest.mark.unit` to observe tests\n\n---------\n\nCo-authored-by: Martin Robinson <martinjrobins@gmail.com>",
          "is_bot": false,
          "headline": "Use function sparsity pattern in `observe` (#94)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-03-27T13:07:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0285338c9a9aa3acf12808be1a1b1cc70f42344",
          "body": "* try new sundials version\n\n* Use pybamm-team's registry\n\n* upload log files\n\n* Revert back to the fork for debugging\n\n* look for static SUNDIALS libs\n\n* Switch to pybamm-team again",
          "is_bot": false,
          "headline": "Bump sundials for Windows to v7.6.0 (#97)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2026-03-24T15:58:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b0be9fd4da498df2871afb81ddbfaec717ee879",
          "body": null,
          "is_bot": false,
          "headline": "bump suitesparse and sundials to latest versions (#96)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2026-03-22T13:54:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "476814a8cb7aa4be7c0d71dca4faa53173ef239b",
          "body": null,
          "is_bot": false,
          "headline": "Update version string to 0.6.0 in vcpkg.json (#95)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2026-03-22T12:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6134cd973b06498bd54d0399cb41fa84f9d493c9",
          "body": "* Streaming Hermite knot reduction with Bernstein-certified error bounds\n\nImplements a true streaming knot reducer that processes points one at a\ntime as IDA generates them, deciding inline whether to keep or discard\neach point. Uses a three-level Bernstein-certified error hierarchy for\nefficient me\n[…]\nus integral L²\nerror. Includes pybind11 bindings for post-hoc reduction via\nreduce_knots.\n\n* docstrings and t_eval updates\n\n* fix tests\n\n* try fix windows build\n\n* bump pybammsolvers\n\n* Brady comments",
          "is_bot": false,
          "headline": "Hermite knot reduction (#90)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-03-03T18:46:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f40352f062a53e62c0e1d652566258a41d3780e3",
          "body": "Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the actions group with 2 updates (#93)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-03T12:06:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1cc2d9f51c66bed8fa83bd3569d7a5e7263f1051",
          "body": "* add optional logger\n\n* bump version",
          "is_bot": false,
          "headline": "Add optional solve-time logger (#92)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-02-27T19:12:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8287a6cf0630ffa34dcbc143d1bb0a0adc8576be",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.4.0 (#89)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2026-02-06T15:10:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b304e56aefee7b8e87e94ce615f1ec0dd76fc91",
          "body": "* feat: bump supported python to include 3.14\n\n* feat: bump casadi from 3.6.7 to 3.7.2 for cp314 wheel support\n\n   casadi 3.6.7 has no pre-built cp314 wheels, causing CI wheel builds to\n   fail on Linux (C++ ABI mismatch) and macOS (missing libomp.dylib) when\n   built from source. casadi 3.7.2 ships\n[…]\n paths).\n\n* fix: update casadi vcpkg registry ref to include CONFIG_PATH fix\n\n* fix: update casadi vcpkg registry ref to `main` hash\n\n* fix: use PEP 735 dependency group for PyBaMM dev deps in noxfile",
          "is_bot": false,
          "headline": "Support Python 3.14 & Increment Casadi -> 3.7.2 (#79)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2026-02-06T14:18:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "82c73108ac5f53b0a487154b3ff7bc3a1aea6a6f",
          "body": "* Accumulate solver stats across reinitializations\n\nIDA resets internal counters when IDAReInit is called, causing printed\nstats to reflect only the final integration segment. This fix introduces\nan IDAKLUStats struct to accumulate statistics before each reinit, then\nprints the total accumulated sta\n[…]\ndd SaveStats() to accumulate stats before reinit\n- Call SaveStats() before each ReinitializeIntegrator()\n- Pass accumulated stats to PrintStats() for correct totals\n\n* Save only if print_stats is true",
          "is_bot": false,
          "headline": "Accumulate solver stats across reinitializations (#84)",
          "author_name": "Andreas Zach",
          "author_login": "zandivx",
          "committed_at": "2026-01-29T13:47:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "45836c380bf85253529a3c87a32b68c16f462e36",
          "body": "Co-authored-by: Saransh Chopra <saransh0701@gmail.com>",
          "is_bot": false,
          "headline": "Use HTTPS URLs for git submodules (#81)",
          "author_name": "Andreas Zach",
          "author_login": "zandivx",
          "committed_at": "2026-01-23T14:06:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81df4d00f9d3931b85fd496729090c6333980eab",
          "body": null,
          "is_bot": false,
          "headline": "`develop` -> `main` (#82)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2026-01-22T22:17:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8fdb61ca5d343f59489b13430789abffafc4f11",
          "body": null,
          "is_bot": false,
          "headline": "Update version in vcpkg.json to 0.3.3 (#78)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2025-12-30T07:22:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "42fd7975203ed59d8c972e1bec087e8fcf2c6871",
          "body": null,
          "is_bot": false,
          "headline": "fix: include headers in sdist (#77)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2025-12-29T11:22:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cb50f2e8409646cf2430aad6adb6e5d284b5d85",
          "body": "Bumps the actions group with 2 updates: [actions/upload-artifact](https://github.com/actions/upload-artifact) and [actions/download-artifact](https://github.com/actions/download-artifact).\n\n\nUpdates `actions/upload-artifact` from 5 to 6\n- [Release notes](https://github.com/actions/upload-artifact/re\n[…]\npe: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the actions group with 2 updates (#76)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-15T18:41:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e384e427487f2d000a2dd04c7c61872f090b7e72",
          "body": "Bumps the actions group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 5 to 6\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https://githu\n[…]\npe: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/checkout from 5 to 6 in the actions group (#74)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-01T21:15:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e0c9286e65a29b35ac9941951e738ddb58e1d5a",
          "body": "Co-authored-by: Brady Planden <55357039+BradyPlanden@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Update error message handling (#75)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-12-01T15:10:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6561c36a1f522a33070e30a9305754b773dadf8a",
          "body": null,
          "is_bot": false,
          "headline": "Memory fixes, improved error messages, Sundial errors via option (#73)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2025-12-01T14:21:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "744a5ae2d3bde6d89082d956632c49c464bd0a4b",
          "body": "* Update IDAKLUSolverOpenMP.inl\n\n* try including sundials_core\n\n* try sundials version check\n\n* update cmake to find sundials core\n\n* verbose debugging\n\n* cleanup\n\n* bump version",
          "is_bot": false,
          "headline": "Silence sundials error messages + bump to `v0.3.2` (#72)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-11-19T17:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd07c27b0820fb5e5aaa4dd83215f94aece049e7",
          "body": "Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the actions group with 2 updates (#71)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-04T07:19:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac0c4f28993b514f3be1faeede3a921982c0fd7d",
          "body": "* Fix: CasADi linking to work with pip isolated build environments\n\nThis commit resolves a build failure that occurred when building the package\nwith pip/nox due to pip's use of isolated and changing build environments.\n\nProblem:\n- CMake was using find_library() to get the absolute path to libcasadi\n[…]\nfra: skip macosx_x86_x64 tests for build_wheels.yml\n\n* infra: test level skip instead of workflow level\n\n---------\n\nCo-authored-by: Agriya Khetarpal <74401230+agriyakhetarpal@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Adds test suite and benchmarks (#69)",
          "author_name": "Brady Planden",
          "author_login": "BradyPlanden",
          "committed_at": "2025-10-23T12:00:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e1da3451af2d10eb069b0c7b9a7d80238d33f2ef",
          "body": null,
          "is_bot": false,
          "headline": "Update version.py (#68)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-09-22T18:00:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7ba3f9c38e54bf7e5cfe99affc9a6da917fbf9f",
          "body": null,
          "is_bot": false,
          "headline": "Use `macos-15-intel` images to build macOS Intel wheels (#67)",
          "author_name": "Agriya Khetarpal",
          "author_login": "agriyakhetarpal",
          "committed_at": "2025-09-22T16:57:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b236cb813fe19d2cd9259a04a053339daf2b004",
          "body": null,
          "is_bot": false,
          "headline": "Support Python 3.13 (#66)",
          "author_name": "Agriya Khetarpal",
          "author_login": "agriyakhetarpal",
          "committed_at": "2025-09-19T21:46:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ded26e4e3edbcb214f33826bebe5c3a8ed4b98ea",
          "body": null,
          "is_bot": false,
          "headline": "Update version.py (#65)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-09-18T15:42:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "555056ff51e21f8fb100ae2196c00482e7571559",
          "body": "* Unpin numpy, use macos-latest, support python 3.13\n\n* Switch to https://github.com/pybamm-team/PyBaMM/pull/5197\n\n* Retrigger CI\n\n* Undo Python 3.13 support\n\n* Force integration tests to run with NumPy v2\n\n* Fetch tags and do full clone for PyBaMM\n\n* Clean up\n\n* Fix invalid wheels workflow file\n\n* \n[…]\n images\n\n* Let's try to bump vcpkg to a safe older version...\n\n* windows-2022 might have success indeed\n\n---------\n\nCo-authored-by: Agriya Khetarpal <74401230+agriyakhetarpal@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Unpin NumPy and use macos-latest images for macOS ARM builds (#49)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-09-18T15:00:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f055a50864f90919570af818e1de5dcb7edce101",
          "body": "Bumps the actions group with 1 update: [actions/setup-python](https://github.com/actions/setup-python).\n\n\nUpdates `actions/setup-python` from 5 to 6\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](https://github.com/actions/setup-python/compare/v5...v6)\n\n---\nupdated-d\n[…]\npe: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump actions/setup-python from 5 to 6 in the actions group (#64)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-09-08T20:03:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "37a00ad8af552162c8eb159ac8780e9ad87b198e",
          "body": "* Drop pybind11 submodule and update config\n\n* Update installation docs in README\n\n* Fix typo\n\n* Also set `PYBIND11_FINDPYTHON`\n\n* Oops, import from global dep\n\n* Turn `FINDPYTHON` to `OFF`\n\n* Set it back on, drop older `FindPython` mode\n\n* Revert \"Set it back on, drop older `FindPython` mode\"\n\nThis\n[…]\ncom>\n\n* Update CMakeLists.txt\n\nCo-authored-by: Marc Berliner <34451391+MarcBerliner@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Marc Berliner <34451391+MarcBerliner@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Rework CasADi libs detection (#61)",
          "author_name": "Agriya Khetarpal",
          "author_login": "agriyakhetarpal",
          "committed_at": "2025-08-25T23:10:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6e1ac4f241a7fa9c756666411a10ba5a9fd65091",
          "body": "…/macOS builds (#59)\n\n* Bump SuiteSparse to v7.11.0\n\n* Turn `SUITESPARSE_USE_FORTRAN` to `OFF`\n\n* No `gfortran` is needed\n\n* Add `SOLVER_LIB_PATH`\n\n* Create the directory too\n\n* SUNDIALS still needs Fortran compiler\n\n* Fix lint\n\n* Fix bad merge\n\n---------\n\nCo-authored-by: Marc Berliner <34451391+MarcBerliner@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bump SuiteSparse to v7.11.0, drop `libgfortran` requirement for Linux…",
          "author_name": "Agriya Khetarpal",
          "author_login": "agriyakhetarpal",
          "committed_at": "2025-08-25T14:53:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ee4fe54ba79efa8a6927b1db7fdfe36b2e8ded3",
          "body": "* Drop pybind11 submodule and update config\n\n* Add pybind11 as a build-time dependency\n\n* Update installation docs in README\n\n* Fix typo\n\n* Also set `PYBIND11_FINDPYTHON`\n\n* Oops, import from global dep\n\n* Change order of Python setup\n\n* Turn `FINDPYTHON` to `OFF`\n\n* Set it back on, drop older `Find\n[…]\ns commit 37ebcd17dbb252894bdaa2cf636af095985418ca.\n\n* Add pybind11 include dir\n\n* Pass pybind11's include dir\n\n---------\n\nCo-authored-by: Marc Berliner <34451391+MarcBerliner@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Drop pybind11 submodule and use it as a build-time dependency (#60)",
          "author_name": "Agriya Khetarpal",
          "author_login": "agriyakhetarpal",
          "committed_at": "2025-08-25T13:50:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2448bfc8492141e45710df250fcd742fb6d7e6b2",
          "body": "* add option to quickly fail ill-conditioned simulations\n\n* change t_no_progress default to 0\n\n* Update src/pybammsolvers/idaklu_source/IDAKLUSolverOpenMP.inl\n\nCo-authored-by: Agriya Khetarpal <74401230+agriyakhetarpal@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Agriya Khetarpal <74401230+agriyakhetarpal@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add options to terminate early when there's little progress (#57)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-08-25T13:22:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b8b567c3a345766b92418514a9ed974bc7b3fbb",
          "body": null,
          "is_bot": false,
          "headline": "perturbed final time (#53)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-08-25T12:46:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ffb85356e4fb99be9f2935539a2d1a6edfcfeae",
          "body": "* Iterate correctly over sensitivities for multidimensional variables\n\n* Use reference rather than writing directly to yS\n\n* Cache matrix properties\n\n* use size_t for nnz_out constants\n\n* Add comments\n\n---------\n\nCo-authored-by: Agriya Khetarpal <74401230+agriyakhetarpal@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Incomplete sensitivities for 1D+ output_variables  (#52)",
          "author_name": "Pip Liggins",
          "author_login": "pipliggins",
          "committed_at": "2025-08-22T20:28:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c68fd830915cbb9804548483caf168a944be691c",
          "body": null,
          "is_bot": true,
          "headline": "Bump the actions group with 2 updates (#54)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-22T19:56:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec4bb4c231c327f383d18ba6679f33031b113b88",
          "body": "* Try building with old Vcpkg\n\n* Run PyBaMM test suite for Windows wheels\n\n* Remove comments from CIBW_TEST_COMMAND\n\n* Make PyBaMM tests actually run\n\n* Combine all test commands with `&&`\n\n* Revert \"Combine all test commands with `&&`\"\n\nThis reverts commit 95450f24c47dff5418aeef3cf9339f4792505d3a.\n\n[…]\nom CIBW_TEST_COMMAND\"\n\nThis reverts commit dfc73ec7a498fd70423143b7e121374653a40f9a.\n\n* Revert \"Run PyBaMM test suite for Windows wheels\"\n\nThis reverts commit 669e26bc1c15a574af8164608d5e3814237fad78.",
          "is_bot": false,
          "headline": "Fix failing Windows wheel builds (#55)",
          "author_name": "Agriya Khetarpal",
          "author_login": "agriyakhetarpal",
          "committed_at": "2025-08-22T19:13:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e2cf31a9e1b171a356be025ac04771fa17d50f99",
          "body": null,
          "is_bot": false,
          "headline": "fix bug with simultaneous events and interp (#50)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-06-30T17:27:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68f20cc8ccfe006d8ba2759eeb96df66315dfe65",
          "body": "* Update casadi\n\n* Remove IREE files\n\n* Autoformat\n\n* Fix accidental merge conflict",
          "is_bot": false,
          "headline": "Remove IREE solver (#11)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-06-25T13:57:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0427a7998aac666b0aafd34f0b556b7df0a7e932",
          "body": "* Formatting changes\n\n* Fix license formatting",
          "is_bot": false,
          "headline": "Formatting changes for the CMake file (#48)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-06-17T15:23:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a0b005b8bb7931047ea4acbede26c581b557662",
          "body": "* Remove 3.9 support\n\n* Fix CI",
          "is_bot": false,
          "headline": "Remove 3.9 support (#47)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-06-16T16:06:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b9eaff48c4e3fd370361a7197a980ccc05c7ecd",
          "body": "* Update build script\n\n* Pre-commit changes\n\n* Update python version\n\n* Switch to submodules\n\n* Set correct verison\n\n* Pre-commit\n\n* Roll back python range, streamline if-else logic\n\n* Fix install order",
          "is_bot": false,
          "headline": "Use submodules instead of downloads (#44)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-05-15T15:20:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffec7b5a831f6a27f0be3cb4d362a475608effec",
          "body": "* Update build script\n\n* Pre-commit changes",
          "is_bot": false,
          "headline": "Update pre-commit and extract a function (#43)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-05-15T14:06:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "127bdfbf24bb2334f102ca0c49036499b6b9aad5",
          "body": "* Switch version\n\n* Fix include path\n\n* Update build scripts\n\n* Get rid of excess script\n\n* Minor patch\n\n* Revert change\n\n* Apply suggestions from code review\n\n* Update .github/workflows/build_wheels.yml\n\n* Put script changes back\n\n* Re-trigger ci\n\n* Update sundials\n\n* Type fixes\n\n* Revert some type changes\n\n* Update scripts\n\n* Remove script",
          "is_bot": false,
          "headline": "Remove install scripts (#42)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-05-06T14:42:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfc131223ce4be3813b6d8d94a413817bb788fe8",
          "body": "* Switch version\n\n* Fix include path\n\n* Update build scripts\n\n* Get rid of excess script\n\n* Minor patch\n\n* Revert change\n\n* Apply suggestions from code review\n\n* Update .github/workflows/build_wheels.yml\n\n* Put script changes back\n\n* Re-trigger ci\n\n* Update sundials\n\n* Type fixes\n\n* Revert some type changes",
          "is_bot": false,
          "headline": "Update sundials to v7.3.0 (#39)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-05-06T13:51:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cba9804f5ade83af5566d2293d138040d5de510f",
          "body": "* Switch version\n\n* Fix include path\n\n* Update build scripts\n\n* Get rid of excess script\n\n* Minor patch\n\n* Revert change\n\n* Apply suggestions from code review\n\n* Update .github/workflows/build_wheels.yml\n\n* Put script changes back\n\n* Re-trigger ci",
          "is_bot": false,
          "headline": "Switch suitesparse to v7.8.3 (#38)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-05-06T13:37:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "914743b02f6817e4081879fe862a06874494d16b",
          "body": "* Update IDAKLUSolverOpenMP.inl\n\n* works forwards and backwards\n\n---------\n\nCo-authored-by: Eric G. Kratz <kratman@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix `IDACalcIC` error with time steps too close together (#35)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-04-25T20:35:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2228fe5b17d37590c620d5e658944bfe1fc12933",
          "body": "* Pulled in misc fixes\n\n* Fix install mistakes",
          "is_bot": false,
          "headline": "Fixes for non-windows builds (#36)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-04-25T20:07:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85a5342d1b1e87b0aea926f6ad9066a1e20ac4f6",
          "body": null,
          "is_bot": false,
          "headline": "typo in FindSUNDIALS.cmake (#33)",
          "author_name": "Saransh Chopra",
          "author_login": "Saransh-cpp",
          "committed_at": "2025-04-04T18:43:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04abfc4abb5becbc26699bf932771dce8792e55f",
          "body": "* Adding integration tests, not running\r\n\r\n* Partial changes, broken\r\n\r\n* First attempt at integration tests\r\n\r\n* Rename job\r\n\r\n* Fix test name\r\n\r\n* Remove virtualenv\r\n\r\n* Fix test directory\r\n\r\n* Combine tests\r\n\r\n* Revert combining test groups to avoid broken pybamm tests",
          "is_bot": false,
          "headline": "Add integration tests (#30)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-02-13T22:41:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d80f1c01ed0352a46d25485d9493c6b6f7b7bcf",
          "body": "* Apply some clang tidy findings\r\n\r\n* Update gitignore\r\n\r\n* Remaining easy cleanup\r\n\r\n* Fix vcpkg version",
          "is_bot": false,
          "headline": "Start clang tidy testing (#27)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-02-13T18:26:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "791677d64aff3b62025a62e85e97bb73736a0391",
          "body": null,
          "is_bot": false,
          "headline": "Update version (#26)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-01-27T19:03:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "978eb324423d1fe502381b575e471ee37785af39",
          "body": "Co-authored-by: Martin Robinson <martinjrobins@gmail.com>",
          "is_bot": false,
          "headline": "add virtual destructors (#25)",
          "author_name": "Marc Berliner",
          "author_login": "MarcBerliner",
          "committed_at": "2025-01-27T18:30:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "727c0320583144b6ca20cde3b1162fbbe48c608f",
          "body": null,
          "is_bot": false,
          "headline": "Re-add clang format file (#24)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-01-20T23:54:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf288c39281b60b873fae84a1eecb65a9163eff9",
          "body": "* Update version\r\n\r\n* Attempt to use brew instead\r\n\r\n* Try removing arm logic\r\n\r\n* Switch deployment target\r\n\r\n* Try ignoring version\r\n\r\n* Put version back\r\n\r\n* Update code to match pybamm\r\n\r\n* Update submodule url (#21)\r\n\r\n* Revert a change\r\n\r\n* Update docs",
          "is_bot": false,
          "headline": "Release v0.0.5 (#15)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2025-01-08T18:11:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3b7e1020b9b86c12f6cdc1de921aaecf8e2dcee",
          "body": "Bumps the actions group with 2 updates: [actions/setup-python](https://github.com/actions/setup-python) and [pre-commit/action](https://github.com/pre-commit/action).\r\n\r\n\r\nUpdates `actions/setup-python` from 4 to 5\r\n- [Release notes](https://github.com/actions/setup-python/releases)\r\n- [Commits](htt\n[…]\nersion-update:semver-patch\r\n  dependency-group: actions\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump the actions group with 2 updates (#17)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-12-27T20:10:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9c62bb009150c338bb165342ed59ff05e776cb97",
          "body": null,
          "is_bot": false,
          "headline": "Add dependabot (#16)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-12-27T20:07:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb67033a83d3fb981780aedcb78601ae5ac95a28",
          "body": null,
          "is_bot": false,
          "headline": "Remove wheel dependency (#14)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-12-09T22:12:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "711b1370df85baf334385c32213576829583a667",
          "body": null,
          "is_bot": false,
          "headline": "Remove dev vcpkg install (#13)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-12-02T16:31:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45774870a93d656664d46e219fc085c20df7df88",
          "body": null,
          "is_bot": false,
          "headline": "Update version to v0.0.4 (#12)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-11-14T00:09:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dea9a099a1d2e5ea8ea20a494e932c473d953cb4",
          "body": null,
          "is_bot": false,
          "headline": "Update casadi (#10)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-11-13T14:42:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78cb62e533d231e4cd94b53f5c25345e7b41aeb3",
          "body": null,
          "is_bot": false,
          "headline": "Update version (#9)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-11-07T18:45:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1ea747d52324fe0c79089c2e975f0990d9b5904",
          "body": null,
          "is_bot": false,
          "headline": "Update observe (#8)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-11-07T17:53:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a99bfc36cebc437cfae10a4a14b315f630d2e21",
          "body": "* Pre-commit and workflow updates\n\n* Fix typo\n\n* Add MacOS build tests\n\n* Fix style\n\n* Fix typo\n\n* Update mac tests\n\n* Update mac tests\n\n* Fix tests",
          "is_bot": false,
          "headline": "Update workflows (#6)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-10-17T13:44:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "357ac253cff34f2e27fba7a9c19c1d64437858e0",
          "body": "* build commit\r\n\r\n* fixing build\r\n\r\n* change to has_idaklu\r\n\r\n* final idaklu working build\r\n\r\n* added uv backend to noxfile\r\n\r\n* refactored .gitignore\r\n\r\n* remove scikit\r\n\r\n* Remove excess files, change install dir\r\n\r\n* Fix build\r\n\r\n* Some cleanup\r\n\r\n* Get nox mostly working\r\n\r\n* setup tests\r\n\r\n* no\n[…]\nully fix windows\r\n\r\n* Updates for local IDEs\r\n\r\n---------\r\n\r\nCo-authored-by: Santhosh Sundaram <santhoshsundaram9650@gmail.com>\r\nCo-authored-by: Santhosh <52504160+santacodes@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Migrate code and build library (#4)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-10-03T14:39:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3cdf832156a91dac24f3244285a3dd9639dfa07e",
          "body": null,
          "is_bot": false,
          "headline": "Update test matrix (#2)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-08-23T00:11:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37b41a651b5b405bf7667b738f38ac3f8e26e6af",
          "body": null,
          "is_bot": false,
          "headline": "Update workflow (#1)",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-08-23T00:09:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afb08a6fe20e182efc42b39fa0d2b57ce8d64fe9",
          "body": null,
          "is_bot": false,
          "headline": "Add a dummy test",
          "author_name": "kratman",
          "author_login": "kratman",
          "committed_at": "2024-08-22T23:58:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c14c044df753519f22428feb4e43cc1b4c57e081",
          "body": null,
          "is_bot": false,
          "headline": "Add codeowners",
          "author_name": "kratman",
          "author_login": "kratman",
          "committed_at": "2024-08-22T23:52:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6503144a75677d511a1e9a3e9bed71f127e51161",
          "body": null,
          "is_bot": false,
          "headline": "Add dummy setup file",
          "author_name": "kratman",
          "author_login": "kratman",
          "committed_at": "2024-08-22T23:47:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ce5986b9a86c0b9f38d6c304f3846d8e878d386",
          "body": null,
          "is_bot": false,
          "headline": "Basic setup, workflows broken",
          "author_name": "kratman",
          "author_login": "kratman",
          "committed_at": "2024-08-22T23:40:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd8a0d705f6bccf6e07755b5bbcd7978a817ecb5",
          "body": null,
          "is_bot": false,
          "headline": "Initial commit",
          "author_name": "Eric G. Kratz",
          "author_login": "kratman",
          "committed_at": "2024-08-22T22:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 18,
      "commits_last_year": 46,
      "latest_release_at": "2026-05-28T14:30:37Z",
      "latest_release_tag": "v0.8.2",
      "releases_from_tags": false,
      "days_since_last_push": 42,
      "active_weeks_last_year": 23,
      "days_since_latest_release": 64,
      "mean_days_between_releases": 27.5
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 50,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "pybammsolvers",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/pybammsolvers/",
          "is_deprecated": false,
          "latest_version": "0.9.0",
          "repository_url": null,
          "versions_count": 18,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 96451,
          "first_published_at": "2024-10-03T15:58:58.064032Z",
          "latest_published_at": "2026-07-21T14:18:53.605489Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 10
        }
      ]
    },
    "popularity": {
      "forks": 9,
      "stars": 10,
      "watchers": 5,
      "fork_history": {
        "days": [
          {
            "date": "2024-08-25",
            "count": 1
          },
          {
            "date": "2024-10-16",
            "count": 1
          },
          {
            "date": "2025-01-07",
            "count": 1
          },
          {
            "date": "2025-03-13",
            "count": 1
          },
          {
            "date": "2025-07-15",
            "count": 1
          },
          {
            "date": "2025-07-16",
            "count": 1
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-09-18",
            "count": 1
          },
          {
            "date": "2026-01-08",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 9,
        "total_forks": 9
      },
      "star_history": null,
      "open_issues_and_prs": 7
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "noxfile.py"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 42084,
      "source_files_sampled": 50,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "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": 2,
        "malicious_count": 0,
        "assessed_package": "pypi:pybammsolvers@0.9.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "casadi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==3.7.2"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "casadi",
            "direct": true,
            "version": "3.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cmake",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pybind11",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "scikit-build-core",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 5,
        "direct_count": 1,
        "indirect_count": 4
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 1,
        "merged_prs": 78,
        "open_issues": 6,
        "closed_ratio": 0.5,
        "closed_issues": 6,
        "closed_unmerged_prs": 18
      },
      "bus_factor": 2,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "kratman",
          "commits": 31,
          "avatar_url": "https://avatars.githubusercontent.com/u/10170302?v=4"
        },
        {
          "type": "User",
          "login": "MarcBerliner",
          "commits": 17,
          "avatar_url": "https://avatars.githubusercontent.com/u/34451391?v=4"
        },
        {
          "type": "User",
          "login": "Saransh-cpp",
          "commits": 9,
          "avatar_url": "https://avatars.githubusercontent.com/u/74055102?v=4"
        },
        {
          "type": "User",
          "login": "BradyPlanden",
          "commits": 7,
          "avatar_url": "https://avatars.githubusercontent.com/u/55357039?v=4"
        },
        {
          "type": "User",
          "login": "agriyakhetarpal",
          "commits": 6,
          "avatar_url": "https://avatars.githubusercontent.com/u/74401230?v=4"
        },
        {
          "type": "User",
          "login": "zandivx",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/80193776?v=4"
        },
        {
          "type": "User",
          "login": "pipliggins",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/55396775?v=4"
        }
      ],
      "contributors_sampled": 7,
      "top_contributor_share": 0.425
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": true,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [
        "ruff.toml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [],
      "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": 9,
            "reason": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
            "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 39 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "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": 0,
            "reason": "project is archived",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": null,
            "reason": "no dependencies found",
            "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": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "0a957b1cc7f264a8c51b1dbf38b581f2742bc81f",
        "ran_at": "2026-08-01T08:21:35Z",
        "aggregate_score": 6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-06-19T15:52:41Z",
      "oldest_open_prs": [
        {
          "number": 63,
          "created_at": "2025-08-29T23:20:56Z",
          "last_comment_at": "2026-05-12T02:28:11Z",
          "last_comment_author": "agriyakhetarpal"
        }
      ],
      "last_merged_pr_at": "2026-06-19T15:52:39Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 23,
          "created_at": "2024-09-03T13:07:02Z",
          "last_comment_at": "2025-01-13T00:42:14Z",
          "last_comment_author": "agriyakhetarpal"
        },
        {
          "number": 18,
          "created_at": "2024-12-30T19:32:34Z",
          "last_comment_at": "2024-12-30T19:58:24Z",
          "last_comment_author": "kratman"
        },
        {
          "number": 19,
          "created_at": "2025-01-07T18:13:46Z",
          "last_comment_at": "2025-09-27T15:13:56Z",
          "last_comment_author": "agriyakhetarpal"
        },
        {
          "number": 41,
          "created_at": "2025-05-02T01:40:32Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 56,
          "created_at": "2025-08-22T19:12:49Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 58,
          "created_at": "2025-08-23T01:44:44Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/pybamm-team/pybammsolvers",
    "host": "github.com",
    "name": "pybammsolvers",
    "owner": "pybamm-team"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.",
      "notes": [
        {
          "code": "abandonment_overall_adjustment",
          "params": {
            "cap": 29,
            "pct": 40
          }
        }
      ],
      "value": 26,
      "inputs": {
        "security": 68,
        "vitality": 69,
        "community": 49,
        "governance": 72,
        "engineering": 61,
        "abandonment_cap": 29,
        "abandonment_state": "declared",
        "abandonment_multiplier": 40,
        "weighted_overall_before_abandonment": 64,
        "overall_after_abandonment_multiplier": 26
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 69,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "at_risk",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 49,
            "inputs": {
              "commits_last_year": 46,
              "human_commit_share": 0.901,
              "days_since_last_push": 42,
              "active_weeks_last_year": 23
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 42 days ago",
                "points": 18,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 42
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "23/52 weeks with commits",
                "points": 15.9,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 23
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "46 commits in the last year",
                "points": 15,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 46
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project is archived",
                "points": 0,
                "status": "missed",
                "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": 18,
              "latest_release_tag": "v0.8.2",
              "releases_from_tags": false,
              "days_since_latest_release": 64,
              "mean_days_between_releases": 27.5
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "18 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 64 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 64
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~27.5 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 27.5
                    }
                  }
                ],
                "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": "at_risk",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "cap": 29,
              "state": "declared",
              "guards": [],
              "signals": [],
              "red_flag": true,
              "multiplier_pct": 40,
              "declared_reason": "archived",
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "the repository is archived on GitHub",
                "points": 40,
                "status": "partial",
                "details": [
                  {
                    "code": "abandonment_archived",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 49,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 26,
            "inputs": {
              "forks": 9,
              "stars": 10,
              "watchers": 5,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "10 stars",
                "points": 15.5,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "9 forks",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "5 watchers",
                "points": 3.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "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": 83,
            "inputs": {
              "packages": [
                "pybammsolvers"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 96451
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "96,451 downloads/month across pypi",
                "points": 66.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 96451,
                      "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": 72,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 7,
              "top_contributor_share": 0.425
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 42% of commits",
                "points": 12.9,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 42
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 39 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "merged_prs": 78,
              "open_issues": 6,
              "closed_issues": 6,
              "issue_closed_ratio": 0.5,
              "closed_unmerged_prs": 18
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "50% of issues closed",
                "points": 23.4,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 50
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "78/96 decided PRs merged",
                "points": 31.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 78,
                      "decided": 96
                    }
                  }
                ],
                "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": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "followers": 230,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "pybamm-team",
              "public_repos": 24,
              "account_age_days": 2684
            },
            "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": "230 followers of pybamm-team",
                "points": 17,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 230,
                      "login": "pybamm-team"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "24 public repos, account ~7 yr old",
                "points": 22.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 24
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 7
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "pybammsolvers"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 10
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 10
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "18 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 18
                    }
                  }
                ],
                "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": "moderate",
        "name": "Engineering Quality",
        "value": 61,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [
                "batteries",
                "battery-models",
                "pybamm",
                "python",
                "simulation",
                "solvers"
              ],
              "has_wiki": false,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 68,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 6
            },
            "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": "29 out of 30 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "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 39 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "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:pybammsolvers@0.9.0 runtime dependency closure — what installing the published package pulls in — 2 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:pybammsolvers@0.9.0",
                  "assessed": 2
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 2,
              "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": 2,
              "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": 70,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.932,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "68 of 73 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 68,
                      "sampled": 73
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 81,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "noxfile.py"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.012,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.099
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "noxfile.py",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "noxfile.py"
                    }
                  }
                ],
                "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": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 81 commits agent-authored or agent-credited",
                "points": 2.5,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "8 of the last 81 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 8,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 42084,
              "source_files_sampled": 50,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/50 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 50,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": "2026-08-01T08:21:55.257294Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pybamm-team/pybammsolvers.svg",
  "full_name": "pybamm-team/pybammsolvers",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}