IAMconsortium / nomenclature

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Кожна точка охоплює 5 днів.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 12 прямих і 108 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Встановлення pypi:nomenclature-iamc@0.31.0 тягне 96 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.

Жодне відоме сповіщення не стосується оцінених залежностей.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

{
  "data": {
    "repo": {
      "topics": [
        "scenario",
        "integrated-assessment",
        "energy-systems",
        "scenario-data",
        "iamc-format",
        "timeseries-format",
        "pyam",
        "python"
      ],
      "is_fork": false,
      "size_kb": 1947,
      "has_wiki": true,
      "homepage": "https://nomenclature-iamc.readthedocs.io/",
      "languages": {
        "Python": 355491
      },
      "pushed_at": "2026-07-17T15:23:51Z",
      "created_at": "2021-06-10T14:23:40Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-17T15:25:01Z",
      "description": "A package to work with IAMC-style variable templates",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.iamconsortium.org",
      "name": "Integrated Assessment Modeling Consortium (IAMC)",
      "type": "Organization",
      "login": "IAMconsortium",
      "company": null,
      "location": null,
      "followers": 105,
      "avatar_url": "https://avatars.githubusercontent.com/u/19565808?v=4",
      "created_at": "2016-05-25T06:34:57Z",
      "is_verified": null,
      "public_repos": 17,
      "account_age_days": 3714
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.31.0",
          "kind": "minor",
          "published_at": "2026-07-03T11:26:54Z"
        },
        {
          "tag": "v0.30.2",
          "kind": "patch",
          "published_at": "2026-06-16T08:53:27Z"
        },
        {
          "tag": "v0.30.1",
          "kind": "patch",
          "published_at": "2026-06-12T10:36:07Z"
        },
        {
          "tag": "v0.30.0",
          "kind": "minor",
          "published_at": "2026-06-11T15:14:18Z"
        },
        {
          "tag": "v0.29.7",
          "kind": "patch",
          "published_at": "2026-06-11T14:15:22Z"
        },
        {
          "tag": "v0.29.6",
          "kind": "patch",
          "published_at": "2026-03-26T13:45:40Z"
        },
        {
          "tag": "v0.29.5",
          "kind": "patch",
          "published_at": "2026-03-24T13:05:44Z"
        },
        {
          "tag": "v0.29.4",
          "kind": "patch",
          "published_at": "2026-03-10T14:29:45Z"
        },
        {
          "tag": "v0.29.3",
          "kind": "patch",
          "published_at": "2026-03-10T12:26:52Z"
        },
        {
          "tag": "v0.29.2",
          "kind": "patch",
          "published_at": "2026-02-18T10:32:29Z"
        },
        {
          "tag": "v0.29.1",
          "kind": "patch",
          "published_at": "2026-02-16T16:11:57Z"
        },
        {
          "tag": "v0.29.0",
          "kind": "minor",
          "published_at": "2026-02-09T12:11:22Z"
        },
        {
          "tag": "v0.28.1",
          "kind": "patch",
          "published_at": "2025-11-13T14:37:19Z"
        },
        {
          "tag": "v0.28.0",
          "kind": "minor",
          "published_at": "2025-11-13T09:34:12Z"
        },
        {
          "tag": "v0.27.0",
          "kind": "minor",
          "published_at": "2025-09-24T16:02:21Z"
        },
        {
          "tag": "v0.26.3",
          "kind": "patch",
          "published_at": "2025-08-28T12:49:02Z"
        },
        {
          "tag": "v0.26.2",
          "kind": "patch",
          "published_at": "2025-08-19T13:11:19Z"
        },
        {
          "tag": "v0.26.1",
          "kind": "patch",
          "published_at": "2025-07-31T12:41:37Z"
        },
        {
          "tag": "v0.26.0",
          "kind": "minor",
          "published_at": "2025-07-30T07:35:40Z"
        },
        {
          "tag": "v0.25.1",
          "kind": "patch",
          "published_at": "2025-07-17T15:59:46Z"
        },
        {
          "tag": "v0.25.0",
          "kind": "minor",
          "published_at": "2025-07-17T14:53:41Z"
        },
        {
          "tag": "v0.24.0",
          "kind": "minor",
          "published_at": "2025-07-09T09:58:48Z"
        },
        {
          "tag": "v0.23.0",
          "kind": "minor",
          "published_at": "2025-02-17T09:31:10Z"
        },
        {
          "tag": "v0.22.1",
          "kind": "patch",
          "published_at": "2024-12-20T12:45:29Z"
        },
        {
          "tag": "v0.22.0",
          "kind": "minor",
          "published_at": "2024-12-19T14:12:38Z"
        },
        {
          "tag": "v0.21.0",
          "kind": "minor",
          "published_at": "2024-11-21T12:58:19Z"
        },
        {
          "tag": "v0.20.0",
          "kind": "minor",
          "published_at": "2024-10-31T14:54:05Z"
        },
        {
          "tag": "v0.19.1",
          "kind": "patch",
          "published_at": "2024-10-14T12:20:06Z"
        },
        {
          "tag": "v0.19.0",
          "kind": "minor",
          "published_at": "2024-09-25T14:58:10Z"
        },
        {
          "tag": "v0.18.1",
          "kind": "patch",
          "published_at": "2024-07-09T09:49:44Z"
        },
        {
          "tag": "v0.18.0",
          "kind": "minor",
          "published_at": "2024-07-08T14:33:54Z"
        },
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2024-03-22T11:01:32Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2024-02-09T13:05:20Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2024-02-06T17:03:40Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2024-01-05T14:01:02Z"
        },
        {
          "tag": "v0.13.0",
          "kind": "minor",
          "published_at": "2023-12-21T12:41:12Z"
        },
        {
          "tag": "v0.12.0",
          "kind": "minor",
          "published_at": "2023-09-18T15:38:32Z"
        },
        {
          "tag": "v0.11.0",
          "kind": "minor",
          "published_at": "2023-07-27T11:25:07Z"
        },
        {
          "tag": "v0.10.1",
          "kind": "patch",
          "published_at": "2023-07-12T12:16:25Z"
        },
        {
          "tag": "v0.10.0",
          "kind": "minor",
          "published_at": "2023-06-02T09:35:46Z"
        },
        {
          "tag": "v0.9.1",
          "kind": "patch",
          "published_at": "2023-05-22T08:25:08Z"
        },
        {
          "tag": "v0.9",
          "kind": "other",
          "published_at": "2023-05-02T15:28:34Z"
        },
        {
          "tag": "v0.8",
          "kind": "other",
          "published_at": "2023-01-09T12:22:10Z"
        },
        {
          "tag": "v0.7",
          "kind": "other",
          "published_at": "2022-11-23T10:06:20Z"
        },
        {
          "tag": "v0.6",
          "kind": "other",
          "published_at": "2022-08-30T14:42:40Z"
        },
        {
          "tag": "v0.5",
          "kind": "other",
          "published_at": "2022-08-24T12:53:38Z"
        },
        {
          "tag": "v0.4",
          "kind": "other",
          "published_at": "2022-07-08T08:33:54Z"
        },
        {
          "tag": "v0.3",
          "kind": "other",
          "published_at": "2022-06-21T14:21:57Z"
        },
        {
          "tag": "v0.2",
          "kind": "other",
          "published_at": "2022-01-31T14:30:39Z"
        },
        {
          "tag": "v0.1",
          "kind": "other",
          "published_at": "2021-11-17T16:25:07Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "31fadd4164bc58eb52b1c7d982efc018e37e76a3",
          "body": null,
          "is_bot": false,
          "headline": "Allow `meta` code lists (#602)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2026-07-17T15:23:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34101a3c9c5cad4b480922f9f443f9a2e2f18dee",
          "body": "* Add long_description to Code\n\n* Add tests for long_description\n\n* Add country name explicitly as the description (#599)\n\n* Apply suggestions from code review\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n* Update tests\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Add long_description (#598)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-07-03T11:26:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b25fb798d05c5db77eee16eb9dd0d54855379345",
          "body": "…(#595)",
          "is_bot": false,
          "headline": "Add subannual validation to TimeDomainConfig and corresponding tests …",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-06-19T13:11:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c7364b274995409895e84694f7c6a2fd661a0c1",
          "body": "* Enable python 3.14\n\n* Update GitHub actions to use py3.14\n\n* Update version badge",
          "is_bot": false,
          "headline": "Enable python 3.14 (#591)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-06-16T08:26:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1828bf738afb8d6c5ff7243059b0eea9645085a7",
          "body": "…tion (#579)\n\n* Move DataValidator and RequiredDataValidator documentation to API section\n\n* Fix docstring\n\n* Add typing to cli\n\n* Fix  docs (#520)\n\n* Update `RequiredDataValidator` documentation (#516)\n\n* Add `validate_with_definition` method to DataValidator documentation\n\n* Add `DataValidator` to\n[…]\nuggestions from code review\n\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Move DataValidator and RequiredDataValidator documentation to API sec…",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-06-15T08:42:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b274e89f433025429c5f054f7c3f76dfebd80388",
          "body": "* Update minimum pysquirrel to 1.3\n\n* Adjust test",
          "is_bot": false,
          "headline": "Update minimum pysquirrel to 1.3 (#590)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-06-12T10:35:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ad588b9585ff5e70305986aadb261b46941b27c",
          "body": "* Add validation for include filters in CodeList and corresponding tests\n\n* Refactor include filter validation into separate method to not affect `filter`\n\n* Update ruff\n\n* Add model mapping `include` filter validation and test\n\n* Refactor test to use mock and avoid shutil operations\n\n* Add validati\n[…]\nred-by: Copilot <copilot@github.com>\n\n* Allow single dict input for `exclude` in `filter_codes`\n\n* Add missing import\n\n* Make Ruff\n\n* Make Ruff\n\n---------\n\nCo-authored-by: Copilot <copilot@github.com>",
          "is_bot": false,
          "headline": "Add validation for include filters in CodeList (#573)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-06-11T15:08:39Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f0a16de3f4267402333c28df9e20b412c274a5d5",
          "body": null,
          "is_bot": false,
          "headline": "Update to pyam-iamc v3.4.0 (#588)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-06-11T13:54:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2452b22b9f2214c48277fcf3e1811a415506546",
          "body": "* Update deprecated shutil.rmtree keyword\n\n* Update to latest versions of GH actions\n\n* Remove explicit repo cleanup because already covered by tmp_dir\n\n* Use dry_run=True and remove no longer needed repo cleanup\n\n* Sort imports\n\n* Add missing logging import\n\n* Use dry_run=True for tests where fetching the external repo not required\n\n* Remove unused import",
          "is_bot": false,
          "headline": "Fix failing external repo test (#585)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-06-11T13:21:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c1a6211af68021488ccb7a2b6585df939c760dc",
          "body": "* Allow single value input for DataStructureDefinition #115\n\n* Remove special handling of countries without alpha_3 code #538\n\n* Validate \"directional\" region code #181\n\n* Summary errors of trailing whitespaces  #182\n\n* Raise ValidationError for misformatted repository filters\n\n* Make Ruff\n\n* Cleanu\n[…]\nund unknown variables/regions etc... to emphasize trailing whitespace (#499)\n\nCo-authored-by: Copilot <copilot@github.com>\n\n* Apply suggestions\n\n---------\n\nCo-authored-by: Copilot <copilot@github.com>",
          "is_bot": false,
          "headline": "Close backlog of issues (#583)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-06-09T12:21:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6c64a2f7df0dc3de48bed47f502b71516dde63ab",
          "body": "…egions and country names (#578)\n\n* Add utility methods to `RegionProcessor` to create mappings between regions and country names\n\n* Update to use `rename_mapping`\n\n* Add comment\n\n* Update API documentation\n\n* Change 'validate' to 'check' for consistency",
          "is_bot": false,
          "headline": "Add utility methods to `RegionProcessor` to create mappings between r…",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-06-08T11:16:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad5fa1dde1fa90863c309ece7c1d38a92da8cf7d",
          "body": "* Add ProcessorConfig to nomenclature.yaml\n\n* Add `ProcessorConfig` and update docstrings\n\n* Refactor aggregation in `RegionProcessor`\n\n* Fix type hint for models in NutsProcessor class\n\n* Implement NutsProcessor for NUTS region aggregation in scenario processing\n\n* Add validation checks and improve\n[…]\n* Apply suggested changes\n\n* Update tests\n\n* Improve NUTS aggregation example in documentation\n\n* Add docstrings and fix formatting\n\n* Apply suggestions\n\n* Fix if statement\n\n* Clarify language in docs",
          "is_bot": false,
          "headline": "Add `NutsProcessor` for NUTS region aggregation (#569)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-04-20T10:09:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1ec217a5a778166ca2882f6b12bae9b2cae80f3",
          "body": null,
          "is_bot": false,
          "headline": "Add fields for input and output data/meta to processor (#580)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2026-04-14T03:56:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6227e9cac5a1da5417d2ea5674ac90ba7daec5ea",
          "body": null,
          "is_bot": false,
          "headline": "Loosen the scse-toolkit requirement (#576)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-03-26T13:45:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "069f6919fe12febfb7382eeffe9c593b8adb5425",
          "body": "* Add rich>=14 and bump scse-toolkit\n\n* Add test for cli ExceptionGroup rendering\n\n* Combine stderr and stdout for test\n\n* Revert to using stderr for test\n\n* Fix tests\n\n* Update pyproject.toml\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update pandas minimum requirement\n\n* Mark ExceptionGroup test as expected fail on Windows\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix cli excetiongroup rendering (#575)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-03-24T13:04:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "170c06383ff5c081c81fcce6d98f413eb61ee8a5",
          "body": "* Initial plan\n\n* Add --version option to nomenclature CLI\n\nCo-authored-by: phackstock <20710924+phackstock@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>\nCo-authored-by: phackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add `--version` flag to nomenclature CLI (#570)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-03-12T15:12:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7d717a9a235480bad5c2b1513b34388b0732fb7a",
          "body": "* Refactor validation-error to proper exception\n\n* Fix tests\n\n* Simplify DataValidationError\n\n* Add pickling check\n\n---------\n\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Refactor validation-error to proper exception (#567)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2026-03-10T14:29:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f4a1d172fc0f200bc4fe5798bd6227166798187",
          "body": "* Add country attribute mapping method and improve comments\n\n* Add test for country attribute mappings\n\n* Add get_mapping method to RTD\n\n* Add 'names' to countries docs",
          "is_bot": false,
          "headline": "Add `get_mapping` method to countries (#568)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-03-10T12:07:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab43493c6e2faf222af5d9e7ca74c92167e1772e",
          "body": "* Add test for pickling WrongUnitError\n\n* Set invalid_units as arg instead of kwarg",
          "is_bot": false,
          "headline": "Pickle WrongUnitError (#566)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-03-10T10:30:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "831e4f77e99d0e4957d8b1de92cff06c95e654c5",
          "body": "* Fix repository URL handling to re-clone on URL change\n\n* Apply suggestions from code review\n\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>\n\n* Add test\n\n* Close repository for Windows permission handling\n\n* Add garbage collection and error handling for readonly fil\n[…]\n\n\n* Change rmtree to deprecated `onerror` for 3.11 compatibility\n\n* Replace `repo.__del__()` with `del repo`\n\n---------\n\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix repository URL handling to re-clone on URL change (#562)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-02-27T08:30:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "732012f3034b2bc7234e675f28de694401e16e9d",
          "body": null,
          "is_bot": false,
          "headline": "Enforce pydantic 2.11+ to change deprecated configuration (#561)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-02-25T10:51:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "83284dc90e0c58f9d421a1422803715586778f52",
          "body": null,
          "is_bot": false,
          "headline": "Update to checkout v6 to fix getting tag commit (#559)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-02-18T10:31:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6fd7a206015b190ff654a8a4f84d03b6499b0fa",
          "body": "* Allow replacing code attribute with non-string tag attribute\n\n* Update tests\n\n* Clarify docstring\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Allow replacing code attribute with non-string tag attribute (#558)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2026-02-17T15:28:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "831f220aecf12cc32f7e01f020cdfd14ec5b3068",
          "body": null,
          "is_bot": false,
          "headline": "Disable showing locals in cli (#556)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2026-02-16T16:11:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b53e6f3bdde2b7fd2bd96a4458d70afe0b10f2ec",
          "body": "* Add a test for model-specific directional \"regions\"\n\n* Add model-prefix to destination region\n\n* Make ruff\n\n* Refactor to use code-attributesper suggestion by @phackstock\n\n* Extend the tests\n\n* Add an explanation to the docs per suggestion by @dc-almeida\n\n* Make ruff\n\n* Make ruffer",
          "is_bot": false,
          "headline": "Support model-specific directional regions (#552)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2026-02-05T17:54:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee2fbe48d425badd9c5f039c367ceef068e4686b",
          "body": "* Move create_yaml_from_xlsx and parse_model_registration to cli\n\n* Update cli\n\n* Update tests\n\n* Add unicode handling\n\n* Follow file-naming convention with only model-name in file names\n\n* Update test\n\n* Add automatic world region as a sum of R5\n\n* Update docstring\n\n* Update model mapping reference\n[…]\nd region by counting number of R5-common-regions\n\n* Update the test\n\n* Remove the copy of the model-registration-template\n\n* Fix tests\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Add model registration parsing to cli (#550)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-12-22T11:05:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b43ee539fff354d4e064e1047743ec3fecc807ba",
          "body": "… (#548)",
          "is_bot": false,
          "headline": "Skip **DataValidatonItem** in a VariableCodeList when values are None…",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-12-09T13:38:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "aa91159b9a42dd400727dee823a4e732f37613ab",
          "body": "* Rework cli to use typer over click\n\n* Update tests\n\n* Bring docstrings back\n\n* Update nomenclature/cli.py\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Replace click with typer (#546)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-11-28T13:20:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a66f7667070d0c93433c685e245e0f88edb1888",
          "body": "…n (#543)\n\nCo-authored-by: David Almeida <58078834+dc-almeida@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add check of `VariableCodeList.data_validator()` to project-validatio…",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-11-26T10:32:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3c0c41f87b87bf280e3406f36ee826c27b50924",
          "body": "…(#544)",
          "is_bot": false,
          "headline": "Validate timeseries data check with `VariableCodeList.validate_df()` …",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-11-25T17:36:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9330729fe6b5fcf5a28d26913e4f0d4d076d96c8",
          "body": null,
          "is_bot": false,
          "headline": "Allow scse-toolkit <0.16.0 (#540)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-11-13T14:36:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d25bfe8213a58d4ced8e8a4d72d9e0a0d7527e3",
          "body": "…(#539)",
          "is_bot": false,
          "headline": "Call the **CodeList.variable.data_validator** as part of `process()` …",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-11-13T09:32:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7abd9a374c2f0de82eeeb4eb57e49949e43fdf4d",
          "body": "* Require minimum python 3.11 for ExceptionGroup\n\n* Require pytest ^8.4 for ExceptionGroup assertions\n\n* Add scse-toolkit as dependency\n\n* Update poetry.lock\n\n* Add custom nomenclature exceptions\n\n* Use new errors\n\n* Use improved pydantic custom errors\n\n* Fix type hints\n\n* Correct error handling in \n[…]\n\n\n* Update nomenclature/config.py\n\nCo-authored-by: David Almeida <58078834+dc-almeida@users.noreply.github.com>\n\n---------\n\nCo-authored-by: David Almeida <58078834+dc-almeida@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Improve error handling (#537)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-11-12T15:54:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c0c425ba2ccbc4d2e492c41bf6708a82fdc38e9f",
          "body": null,
          "is_bot": false,
          "headline": "Create a DataValidator from a DataStructureDefinition (#532)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-10-24T08:26:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49cab0ee0125dceae94de67a759c314d5c347c71",
          "body": "* Use named loggers\n\n* Adjust inputs\n\n* Adjust inputs\n\n* Update type hint\n\n* Use named logger",
          "is_bot": false,
          "headline": "Replace unnamed loggers with \"nomenclature\" loggers (#527)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-29T07:36:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80d2c47d274dd0c0f9d0b8448266290c9dfe4466",
          "body": "* Limit click to <=8.1.8\n\n* Limit click to >=8,<8.2",
          "is_bot": false,
          "headline": "Limit click to <=8.1.8 (#519)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-24T16:01:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef9bfdb52939c72a676720d39c40a903fe2ac136",
          "body": "* Use latest version of pyam\n\n* Adjust pyam `adjust_log_level` import",
          "is_bot": false,
          "headline": "Bump pyam dependency to v3.1 (#524)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-09-24T13:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f59d9fbd7b56197e33e6f9b68da3fb3f059e1b1e",
          "body": "* Update logging.json to logging.yaml\n\n* Set logging only if in interactive session\n\n* Bump failed aggregation logging from info to warning\n\n* Update nomenclature/__init__.py\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Fix logging (#522)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-09-23T14:27:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5161a4f84a1a1b41c531455cdd11eeb4d51645ec",
          "body": "* Only include renamed native-regions in rename mapping\n\n* Add a test\n\n* Clean up some formatting and harmonize tests",
          "is_bot": false,
          "headline": "Only include renamed native-regions in rename mapping (#515)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-08-28T12:48:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0aec90d40428e6677a67bf5ae851cf66ab3ff2bd",
          "body": "* Allow python3.13\n\n* Update GitHub actions to test python3.13\n\n* Update README for new python version",
          "is_bot": false,
          "headline": "Allow python3.13 (#512)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-07-31T14:00:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "426d14f7d7a82291002f7b2b1ddde6229dff7f0a",
          "body": null,
          "is_bot": false,
          "headline": "Update hash for external repo aggregation tests (#514)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-31T12:39:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7cf4c26261b55a40ae35dcf9d747030b2265cb6",
          "body": "* Refactor region processing for single constituent common regions; update test\n\n* Fix `ValueError` assertion\n\n* Fix test description\n\n* Refactor region aggregation logic to skip single native regions; update tests\n\n* Refactor single constituent region logic; update tests\n\n* Enable mixed criteria/fi\n[…]\nrporate @phackstock suggestion\n\n* Add missing newlines\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix region aggregation skip (#495)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-30T07:32:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d8a8a5f2df919989185d9dc94042da6903db4c01",
          "body": null,
          "is_bot": false,
          "headline": "Set meta indicator from `validate_data()` (#507)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-07-30T05:24:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1861587e768d6ee5e297ada31d36d4d85dc3a783",
          "body": "…nd update tests (#509)\n\n* Rename \"time\" to \"time-domain\" in NomenclatureConfig and update tests\n\n* Allow alias or attribute name to populate field\n\n* Allow attribute name in TimeDomainConfig",
          "is_bot": false,
          "headline": "Rename \"time\" to \"time-domain\" in `NomenclatureConfig`, fix aliases a…",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-24T09:21:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11b90bd86fb8bf9ec00c405f4f8f30d43dbe1554",
          "body": null,
          "is_bot": false,
          "headline": "Add \"name\" attribute to DataValidationItem (#505)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-07-24T05:23:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13d78d30ef68f72fb7c90b653a8b5da0c6dfebbb",
          "body": "* Add explicit classmethod decorator\n\n* Add `rename` option to `Aggregator`\n\n* Fix check to allow duplicate rename targets\n\n* Add clarifying comment; change error message",
          "is_bot": false,
          "headline": "Add `rename` to `Aggregator` (#496)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-18T09:07:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b426c149cc855c15bc08e791937527bf7b13c6e8",
          "body": "* Fix `illegal_characters` default\n\n* Update tests\n\n* Split tests",
          "is_bot": false,
          "headline": "Fix illegal characters validation (#504)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-17T15:57:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f33dd0c1cc4f925eda0bae02c6e8e1c4daa2e87",
          "body": "* Add datetime validation\n\n* Make tests clearer\n\n* Add datetime format to config class\n\n* Refactor validation\n\n* Apply suggested changes\n\n* Integrate datetime validation into `dsd.validate()`\n\n* Allow boolean value for datetime\n\n* Default failed validation for non-year time domain\n\n* Remove categori\n[…]\nol\n\n* Improve error logging\n\n* Update tests\n\n* Apply suggested changes; refactor TimeDomainConfig to improve validation logic and add timezone handling; update tests\n\n* Refactor cli_validate_scenarios",
          "is_bot": false,
          "headline": "Add datetime validation (#487)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-17T14:08:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "955d2286248950535cafd8cfa40eca07f37f9deb",
          "body": "…reConfig` (#501)\n\n* Add has_auto_update property\n\n* Add dry_run option that skips fetching external repos\n\n* Sort imports\n\n* Add test for auto_update property\n\n* Sort imports",
          "is_bot": false,
          "headline": "Add `Repository.has_auto_update` and `dry_run` option for `Nomenclatu…",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-07-09T09:00:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fb6ebc56e771a2f65f1439583d096ee22ffd684",
          "body": "* Add filter to `CodeList`; refactor filter function\n\n* Refactor to move `filter_codes` to `CodeList` and remove utils.py",
          "is_bot": false,
          "headline": "Add filter to `CodeList` (#489)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-07-07T20:45:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b11133e7677cbedcdf24316498a1b73162eaacd",
          "body": null,
          "is_bot": false,
          "headline": "Enable mixed criteria/filter config for DataValidator (#490)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-04-16T10:58:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a2b1f0755312c5656a914dade9b8300982aeeb1",
          "body": "…ribute (#494)\n\n* Add alias to `illegal_characters` config attribute\n\n* Update tests\n\n* Refactor `illegal_characters` field to use `default_factory` for better flexibility",
          "is_bot": false,
          "headline": "Add alias and improve flexibility for `illegal_characters` config att…",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-04-11T08:03:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8d1b55e4d5db039e6c623d7a92a83aca803b050",
          "body": "* Automate region `countries` list for `parse_model_registration`\n\n* Refactor according to Copilot suggestion\n\n* Remove unnecessary null handling\n\n* Add second country to expected test list\n\n* Update Excel\n\n* Change check for 'Region-Country-Mapping' sheet in model registration file",
          "is_bot": false,
          "headline": "Automate region `countries` list for `parse_model_registration` (#493)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-04-11T08:02:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4252e9b73e1f83cd254b034e3750fbd68ec5919d",
          "body": null,
          "is_bot": false,
          "headline": "Don't show index-column for data-validator xlsx output (#491)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-04-04T13:00:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67ad4084b5f50610d9965562497ae4d50333cb38",
          "body": "* Refactor item validation\n\n* Add optional xlsx output\n\n* Add test\n\n* Remove side effects and add output_path attribute\n\n* Update test\n\n* Remove redundant type conversion for output_path\n\n---------\n\nCo-authored-by: David Almeida <almeida@iiasa.ac.at>",
          "is_bot": false,
          "headline": "Add option to output `DataValidator` results in xlsx (#484)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-03-12T10:34:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d836cb2781160100a4e2698acb3877014c4dabe",
          "body": "* Update to using poetry 2\n\n* Update workflows to use poetry 2.1.1",
          "is_bot": false,
          "headline": "Update to using poetry 2 (#486)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-03-12T09:38:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34cc81d2ea4a44a3dfaf3bb9c9d909836628973c",
          "body": "…#482)",
          "is_bot": false,
          "headline": "Add mypy support when using nomenclature as part of another project (…",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-03-04T11:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0029bbbd9f266a3054a7040b76141cb80cf171a4",
          "body": null,
          "is_bot": false,
          "headline": "Update GitHub actions (#480)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-03-04T09:15:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c0943d932cd4964872926fa70e7e662b430888c",
          "body": null,
          "is_bot": false,
          "headline": "Add a range-validation feature (#477)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-03-03T14:12:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e5d9a92ea0f390bfc29a3066c0aac6c8c7b24e8",
          "body": "…lidator` (#470)\n\n* Add docstrings and docs pages for `RequiredDataValidator` and `DataValidator`\n\n* Update docs/user_guide/data-validation.rst\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n* Update docs/user_guide/data-validation.rst\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n[…]\nequired-data-validation.rst\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n---------\n\nCo-authored-by: David Almeida <almeida@iiasa.ac.at>\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Add docstrings and docs pages for `RequiredDataValidator` and `DataVa…",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-02-21T12:11:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e3541cc7eadb769f1a878213a1bc8c6e5e271fee",
          "body": null,
          "is_bot": false,
          "headline": "Use logging-config instead of basicConfig (#476)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-02-19T09:09:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37979d66bf487845894695c23a42fd363c8e5d33",
          "body": null,
          "is_bot": false,
          "headline": "Add generic `Aggregator` processor (#462)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2025-02-19T08:22:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2992bd23dce2f2d93759699111cd2e7be9fc1514",
          "body": "Co-authored-by: David Almeida <almeida@iiasa.ac.at>",
          "is_bot": false,
          "headline": "Update citation (#472)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-02-05T12:58:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fc26782ad0faaa8220b009b25c782ab496376d85",
          "body": "* Check if constituents of common regions are in native regions\n\n* Update hash to fix tests\n\n* Fix error message\n\n* Remove redundant check\n\n* Check excluded regions\n\n---------\n\nCo-authored-by: David Almeida <almeida@iiasa.ac.at>",
          "is_bot": false,
          "headline": "Check if constituents of common regions are in native regions (#463)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-31T12:32:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ec1e193bca4c71229198d3c73b2873803aa41cd",
          "body": "* Refactor multiple warning levels for same data validation filter\n\n* Coerce legacy format criteria into new DataValidatorCriteriaMultiple class\n\n* Stop validation after higher severity fail; update tests\n\n* Remove debugging print\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n* Fix warning\n[…]\ning; add third variant to test\n\n* Apply suggested changes\n\n* Remove ErrorCollector\n\n---------\n\nCo-authored-by: David Almeida <almeida@iiasa.ac.at>\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Refactor multiple warning levels for same data validation filter (#461)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-30T15:32:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d5c355c3bb9fee81708bb83f2ccc52dbefba0ba2",
          "body": "* Specify illegal character(s) found and respective attribute(s)\n\n* Fix error message\n\n* Refactor f-string for <3.12\n\n* Rewrite error message\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n* Update tests\n\n* Shorten error message\n\n* Use Code from external repo attribute\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\nCo-authored-by: David Almeida <almeida@iiasa.ac.at>",
          "is_bot": false,
          "headline": "Specify illegal character(s) found and respective attribute(s) (#456)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-30T15:31:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4456054624f856f9bad6cf9f501d6389d5f33be6",
          "body": "* Rename repository attribute in Code\n\n* Revert \"Rename repository attribute in Code\"\n\nThis reverts commit 066c8055293c3c812694b44a0735b7b5e9f40adc.\n\n* Add external repo property",
          "is_bot": false,
          "headline": "Add `from_external_repository` attribute to `Code` (#459)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-30T12:49:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d400ac50d3b405bc23ddf31397b415524d746614",
          "body": "* Use empty lists instead of None as defaults\r\n\r\n* Refactor to_yaml\r\n\r\n* Simplify code with empty list default\r\n\r\n* Adjust tests",
          "is_bot": false,
          "headline": "Remove None defaults from RegionAggregationMapping (#466)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-01-29T14:41:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "941fc73b255347c79ef62afd559ca24b8dcad9c6",
          "body": "* Add filter for external model mappings\r\n\r\n* Use external model mapping filter in RegionProcessor\r\n\r\n* Add config test\r\n\r\n* Add RegionProcessor test\r\n\r\n* Update docs\r\n\r\n* Apply suggestions from code review\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\r\n\r\n* Change match_models to return list of matches instead of boolean\r\n\r\n* Add only model matches from external repos\r\n\r\n---------\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Filter mappings from external repo (#460)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2025-01-16T09:55:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c62da7f6bf68628a386f6145f1d8d55a1deed844",
          "body": null,
          "is_bot": false,
          "headline": "Rename NUTS hierarchy (#455)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-13T12:11:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "956f2c6c43bfb689ec147689d9d2bb05c0414b8a",
          "body": null,
          "is_bot": false,
          "headline": "Remove redundant NomenclatureConfig attribute (#452)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-08T15:43:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "044db60659c7d7a034c5e96391786c42ab79de7b",
          "body": null,
          "is_bot": false,
          "headline": "Pin Poetry to <2.0 (#450)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2025-01-08T10:25:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfa80ff762a3ec514307f981a2ce08d477c5e637",
          "body": "* Add external repo cleanup\r\n\r\n* Return variable name string directly\r\n\r\n* Update usage of vars_default_args\r\n\r\n* Add a simple test\r\n\r\n* Implement skipping region-aggregation for wildcard variables\r\n\r\n* Require that wildcard-variables have explicit skip-region-aggregation\r\n\r\n* Make ruff\r\n\r\n* Add region aggregation for wildcard aggregation test\r\n\r\n* Fix pydantic validator\r\n\r\n---------\r\n\r\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix wildcard aggregation by skipping (#448)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2024-12-20T12:44:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb124b2294f47fab780aa3cd28a7bc287500ea37",
          "body": null,
          "is_bot": false,
          "headline": "Support pyam v3.0 and fix incompatible test (#447)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2024-12-20T09:42:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3ad7daf699906d4e9ec8ed538434033194e7ffc",
          "body": "Co-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Support directional region validation (#440)",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2024-12-19T13:41:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2c348465cbb2dc2993a97f25991b007fed51582",
          "body": "…#442)\n\nCo-authored-by: Philip Hackstock <20710924+phackstock@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add a test for unexpected failing of validation with multiple units (…",
          "author_name": "Daniel Huppmann",
          "author_login": "danielhuppmann",
          "committed_at": "2024-12-19T13:01:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e059f8350b51ac3593c8083feafee2b0223b763",
          "body": "* Allow checking illegal characters defined in nomenclature.yaml\n\n* Update testing\n\n* Add defaults and check_illegal_characters field\n\n* Add `ErrorCollector` and pydantic `model_dump`\n\n* Delete common-definitions stray index\n\n* Add newlines\n\n* Allow single quote, disallow double-quote\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\n\n* Fix typing\n\n---------\n\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Check for illegal characters in codelists (#418)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-12-16T09:12:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c16ee586d5f04796af0ba2fd10bf31c76bcef04f",
          "body": "* Add warning level to DataValidator\n\n* Improve warning log message\n\n* Commit suggestions and update testing\n\n* Quickfix DataValidationCriteriaBounds",
          "is_bot": false,
          "headline": "Add warning level to DataValidator (#431)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-12-13T10:49:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9cafe819ce893a9900a6238b8c436b38611f9e28",
          "body": "* Allow easier import of NUTS regions\n\n* Update docs",
          "is_bot": false,
          "headline": "Allow easier import of NUTS regions (#436)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-12-13T10:49:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a32eca924fa325db5664725e93b08f8aa77d13a3",
          "body": "* Format type hinting to 3.10+\r\n\r\n* Change test docstring\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\r\n\r\n---------\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Format type hinting to 3.10+ (#433)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-11-27T12:25:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f210213ccf51e8f70e70cd3e1715f273cb100f0c",
          "body": null,
          "is_bot": false,
          "headline": "Allow numpy 2x (#430)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2024-11-21T13:16:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "701e68cd2e57066269406115c3aca0a9fd07115a",
          "body": "* Add WIP config filter\r\n\r\n* Add filter option for external repos\r\n\r\n* Update for new filter option\r\n\r\n* Move components re-ordering to VariableCode\r\n\r\n* Align RegioCodeList creation with CodeList\r\n\r\n* Update tests\r\n\r\n* Add filtering test\r\n\r\n* Update docs\r\n\r\n* Update poetry.lock to poetry 1.8.3\r\n\r\n*\n[…]\nnn <dh@dergelbesalon.at>\r\n\r\n* Rename class\r\n\r\n* Remove name keyword\r\n\r\n* Add test for importing model mapping with missing regions\r\n\r\n---------\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Filter external repos (#396)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2024-11-20T15:01:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3a76cba2f5baf6c7f54be9d45d40c1a698738f6c",
          "body": "Update install docs to be consistent with pypi slug",
          "is_bot": false,
          "headline": "Fix install-from-source instructions in the docs (#423)",
          "author_name": "Matthew Gidden",
          "author_login": "gidden",
          "committed_at": "2024-11-14T16:47:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dceb0b00138e176427baa7f2f746fbd9a556c25e",
          "body": "also update readme install docs",
          "is_bot": false,
          "headline": "Fix install-from-source instructions in the readme (#425)",
          "author_name": "Matthew Gidden",
          "author_login": "gidden",
          "committed_at": "2024-11-14T16:47:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e180be5990e578e094f9d0a4f4c8945a99fcd806",
          "body": "…#422)\n\n* Remove dimensions implicit default\r\n\r\n* Pass DataStructureDefinition to checks\r\n\r\n* Update docs\r\n\r\n* Shorten error message",
          "is_bot": false,
          "headline": "Remove `dimensions` implicit default from `DataStructureDefinition` (…",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-11-14T11:58:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4667a278b039535cb1fe7b75f02948e5a4cbcfb6",
          "body": "* Add dimensions option to CLI validate-scenarios\r\n\r\n* Add dimensions from nomenclature.yaml to CLI validate-project\r\n\r\n* Update tests\r\n\r\n* Revert changes to validate-project testing\r\n\r\n* Revert default dimensions checks for CLI validate-scenarios and update tests",
          "is_bot": false,
          "headline": "Add dimensions option to CLI validate-scenarios (#421)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-31T14:45:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ae378f418a260315f88c7e19a204e83a8416bcb",
          "body": null,
          "is_bot": false,
          "headline": "Added explicit encoding to all `open` statements (#407)",
          "author_name": "Jan Ivar Korsbakken",
          "author_login": "korsbakken",
          "committed_at": "2024-10-31T07:51:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be67bc5f26eb1ee338d6ca4fb49d59d3e10e490a",
          "body": "* Add tier attribute as named attribute for VariableCode\r\n\r\n* Add tier attribute tests\r\n\r\n* Disable temporarily external repo tests\r\n\r\n* Correct tests docstring\r\n\r\n* Correct test data, change error message, and minor formatting\r\n\r\n* Allow tier as string temporarily for external repo compatibility before fix",
          "is_bot": false,
          "headline": "Add tier as named attribute for VariableCode (#420)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-30T16:01:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf930aa4fc3782f53bfa7a1c20d3f045d810cd56",
          "body": "* Add CLI command to validate scenario data file from definitions\r\n\r\n* Fix docstring and typing\r\n\r\n* Shorten docstring and reuse existing test folder",
          "is_bot": false,
          "headline": "Add CLI command to validate scenario data file from definitions (#419)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-29T09:46:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7913ff11b22dc6af9a7fbff4d79f66e62d854378",
          "body": "… (#415)",
          "is_bot": false,
          "headline": "Read dimensions other than `variable` and `region` from external repo…",
          "author_name": "Jan Ivar Korsbakken",
          "author_login": "korsbakken",
          "committed_at": "2024-10-17T05:43:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "829844a776d06bb618bdd469a8dbc3219c80c5c2",
          "body": null,
          "is_bot": false,
          "headline": "Update pysquirrel dependency (#413)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-14T12:01:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8850c9d0afd8f080d9d08fbed7b91299046327d6",
          "body": "* Allow countries attribute as string\r\n\r\n* Add str countries attribute test\r\n\r\n* Change to 'before' validator to ensure list of str internally",
          "is_bot": false,
          "headline": "Allow countries attribute as string (#412)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-10T10:15:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e64ed34d5a18c4b3e9f9715f1d51e193159d4676",
          "body": "* Expand stray tag check to all attributes\r\n\r\n* Update stray tag tests\r\n\r\n* Parametrize test\r\n\r\n* Fix variable unit\r\n\r\n* Improve error message",
          "is_bot": false,
          "headline": "Extend stray tag check (#411)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-09T14:40:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f5289357e4d58503d3deac9137408940bd9c3e10",
          "body": "* Quickfix NUTS Excel file URL\r\n\r\n* Change URL text",
          "is_bot": false,
          "headline": "Quickfix NUTS Excel file URL in docs (#408)",
          "author_name": "David Almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-10-08T12:58:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "30fb5b14d34da4c8905f54df4d16f2a38a24abc3",
          "body": "* Add wildcard matching for CodeLists\r\n\r\n* Add test for wildcard matching\r\n\r\n* Remove nonsensical test\r\n\r\n* Apply suggestions from code review\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>\r\n\r\n* Use pyam.utils.pattern_match for wildcard validation\r\n\r\n* Update test file path\r\n\r\n* Pin common-definitions to make tests pass\r\n\r\n---------\r\n\r\nCo-authored-by: Daniel Huppmann <dh@dergelbesalon.at>",
          "is_bot": false,
          "headline": "Wildcard matching (#397)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2024-09-25T14:57:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9314fef41229a8d5cd855ea3e3b5ad77a9dd83fd",
          "body": "* Clean up test data folders\r\n\r\n* Make ruff\r\n\r\n* Rename IO folder to lowercase\r\n\r\n* Update tests",
          "is_bot": false,
          "headline": "Clean up test data folders (#399)",
          "author_name": "Philip Hackstock",
          "author_login": "phackstock",
          "committed_at": "2024-09-24T09:13:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2b0cb731331910995df2c05e0d7e15872d3ec27",
          "body": "* Add pysquirrel to docs\r\n\r\n* Add nuts to api table of contents",
          "is_bot": false,
          "headline": "Add pysquirrel to docs (#395)",
          "author_name": "dc-almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-09-20T06:34:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ae6fa338db2fffdcf19b76add88bda72fb412a0",
          "body": "* Import pysquirrel\r\n\r\n* Update definitions with nuts\r\n\r\n* Add NUTS regions according to config\r\n\r\n* Test pysquirrel integration\r\n\r\n* Add pysquirrel as dependency\r\n\r\n* Fix nuts config typing\r\n\r\n* Add None to nuts typing\r\n\r\n* Make nuts validation error explicit\r\n\r\n* Change nuts import and variable names\r\n\r\n* Change test region to str\r\n\r\n* Create nomenclature.nuts module\r\n\r\n* Fix nuts import",
          "is_bot": false,
          "headline": "Add NUTS regions (#393)",
          "author_name": "dc-almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-09-20T06:33:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73715e4da38f109d07c17cc1d3c5cb198f88969e",
          "body": null,
          "is_bot": false,
          "headline": "Remove missing model mapping warning (#392)",
          "author_name": "dc-almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-09-17T08:00:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d31735b3fe398520cf2b676d5b5cbd58fc8d483",
          "body": "* Format RegionNotDefined error\r\n\r\n* Update region processor test",
          "is_bot": false,
          "headline": "Format RegionNotDefined error (#391)",
          "author_name": "dc-almeida",
          "author_login": "dc-almeida",
          "committed_at": "2024-09-17T07:33:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 50,
      "commits_last_year": 43,
      "latest_release_at": "2026-07-03T11:26:54Z",
      "latest_release_tag": "v0.31.0",
      "releases_from_tags": false,
      "days_since_last_push": 8,
      "active_weeks_last_year": 20,
      "days_since_latest_release": 22,
      "mean_days_between_releases": 15
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "nomenclature-iamc",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/nomenclature-iamc/",
          "is_deprecated": false,
          "latest_version": "0.31.0",
          "repository_url": null,
          "versions_count": 49,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 2066,
          "first_published_at": "2021-11-17T16:26:39.059965Z",
          "latest_published_at": "2026-07-03T11:27:44.637146Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 22
        }
      ]
    },
    "popularity": {
      "forks": 15,
      "stars": 24,
      "watchers": 5,
      "fork_history": {
        "days": [
          {
            "date": "2021-06-17",
            "count": 1
          },
          {
            "date": "2021-07-02",
            "count": 1
          },
          {
            "date": "2021-09-16",
            "count": 1
          },
          {
            "date": "2021-10-21",
            "count": 1
          },
          {
            "date": "2022-08-09",
            "count": 1
          },
          {
            "date": "2023-01-13",
            "count": 1
          },
          {
            "date": "2023-02-21",
            "count": 1
          },
          {
            "date": "2023-05-08",
            "count": 1
          },
          {
            "date": "2024-02-19",
            "count": 1
          },
          {
            "date": "2024-06-05",
            "count": 1
          },
          {
            "date": "2024-07-13",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 1
          },
          {
            "date": "2024-09-10",
            "count": 1
          },
          {
            "date": "2025-04-14",
            "count": 1
          },
          {
            "date": "2026-05-05",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 15,
        "total_forks": 15
      },
      "star_history": null,
      "open_issues_and_prs": 51
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "nomenclature/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 38195,
      "source_files_sampled": 45,
      "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": 96,
        "malicious_count": 0,
        "assessed_package": "pypi:nomenclature-iamc@0.31.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "pyam-iamc",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=3.1,<4.0)"
        },
        {
          "name": "openpyxl",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=3.1.2,<4.0)"
        },
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=2.11,<3)"
        },
        {
          "name": "PyYAML",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=6.0.1,<7.0)"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=2.1.2,<3.0)"
        },
        {
          "name": "pycountry",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "==23.12.11"
        },
        {
          "name": "pysquirrel",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=1.3,<2.0)"
        },
        {
          "name": "gitpython",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=3.1.40,<4.0)"
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=1.23.0,<3.0)"
        },
        {
          "name": "scse-toolkit",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.15.2,<2.0)"
        },
        {
          "name": "typer",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=0.20,<1.0.0)"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "(>=14.0.0,<15)"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "gitpython",
            "direct": true,
            "version": "3.1.50",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": true,
            "version": "2.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": true,
            "version": "3.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyam-iamc",
            "direct": true,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycountry",
            "direct": true,
            "version": "23.12.11",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pysquirrel",
            "direct": true,
            "version": "1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "14.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "scse-toolkit",
            "direct": true,
            "version": "1.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": true,
            "version": "0.26.7",
            "ecosystem": "pypi"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "0.7.16",
            "ecosystem": "pypi"
          },
          {
            "name": "alembic",
            "direct": false,
            "version": "1.18.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "argon2-cffi-bindings",
            "direct": false,
            "version": "25.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.5.20",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "et-xmlfile",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "faker",
            "direct": false,
            "version": "40.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flake8",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "flexcache",
            "direct": false,
            "version": "0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "flexparser",
            "direct": false,
            "version": "0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gitdb",
            "direct": false,
            "version": "4.0.12",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h2",
            "direct": false,
            "version": "4.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "hpack",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.27.2",
            "ecosystem": "pypi"
          },
          {
            "name": "hyperframe",
            "direct": false,
            "version": "6.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iam-units",
            "direct": false,
            "version": "2026.5.18",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ixmp4",
            "direct": false,
            "version": "0.16.4",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "librt",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "litestar",
            "direct": false,
            "version": "2.24.0",
            "ecosystem": "pypi"
          },
          {
            "name": "litestar-htmx",
            "direct": false,
            "version": "0.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mako",
            "direct": false,
            "version": "1.3.12",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mccabe",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "minio",
            "direct": false,
            "version": "7.2.20",
            "ecosystem": "pypi"
          },
          {
            "name": "msgspec",
            "direct": false,
            "version": "0.21.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multidict",
            "direct": false,
            "version": "6.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "multipart",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.20.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "numpydoc",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandera",
            "direct": false,
            "version": "0.31.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pint",
            "direct": false,
            "version": "0.25.3",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "polars",
            "direct": false,
            "version": "1.41.2",
            "ecosystem": "pypi"
          },
          {
            "name": "polars-runtime-32",
            "direct": false,
            "version": "1.41.2",
            "ecosystem": "pypi"
          },
          {
            "name": "polyfactory",
            "direct": false,
            "version": "3.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg",
            "direct": false,
            "version": "3.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "psycopg-binary",
            "direct": false,
            "version": "3.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pycodestyle",
            "direct": false,
            "version": "2.11.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycryptodome",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyflakes",
            "direct": false,
            "version": "3.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "8.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": false,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rich-click",
            "direct": false,
            "version": "1.9.8",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.17",
            "ecosystem": "pypi"
          },
          {
            "name": "scipy",
            "direct": false,
            "version": "1.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "seaborn",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "smmap",
            "direct": false,
            "version": "5.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "7.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-click",
            "direct": false,
            "version": "5.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy",
            "direct": false,
            "version": "2.0.50",
            "ecosystem": "pypi"
          },
          {
            "name": "sqlalchemy-utils",
            "direct": false,
            "version": "0.42.1",
            "ecosystem": "pypi"
          },
          {
            "name": "toml",
            "direct": false,
            "version": "0.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "typeguard",
            "direct": false,
            "version": "4.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspect",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wquantiles",
            "direct": false,
            "version": "0.6",
            "ecosystem": "pypi"
          },
          {
            "name": "xlsxwriter",
            "direct": false,
            "version": "3.2.9",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 120,
        "direct_count": 12,
        "indirect_count": 108
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 8,
        "merged_prs": 315,
        "open_issues": 43,
        "closed_ratio": 0.839,
        "closed_issues": 224,
        "closed_unmerged_prs": 14
      },
      "bus_factor": 2,
      "bot_contributors": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "phackstock",
          "commits": 143,
          "avatar_url": "https://avatars.githubusercontent.com/u/20710924?v=4"
        },
        {
          "type": "User",
          "login": "danielhuppmann",
          "commits": 107,
          "avatar_url": "https://avatars.githubusercontent.com/u/16931589?v=4"
        },
        {
          "type": "User",
          "login": "dc-almeida",
          "commits": 47,
          "avatar_url": "https://avatars.githubusercontent.com/u/58078834?v=4"
        },
        {
          "type": "User",
          "login": "luciecastella",
          "commits": 13,
          "avatar_url": "https://avatars.githubusercontent.com/u/63099114?v=4"
        },
        {
          "type": "User",
          "login": "GretchenSchowalter",
          "commits": 10,
          "avatar_url": "https://avatars.githubusercontent.com/u/125865563?v=4"
        },
        {
          "type": "User",
          "login": "LauWien",
          "commits": 4,
          "avatar_url": "https://avatars.githubusercontent.com/u/57132039?v=4"
        },
        {
          "type": "User",
          "login": "korsbakken",
          "commits": 3,
          "avatar_url": "https://avatars.githubusercontent.com/u/716874?v=4"
        },
        {
          "type": "User",
          "login": "gidden",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/1392657?v=4"
        }
      ],
      "contributors_sampled": 8,
      "top_contributor_share": 0.435
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "nightly.yaml",
        "publish.yaml",
        "pytest.yml",
        "ruff.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "poetry.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 5 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "24 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "31fadd4164bc58eb52b1c7d982efc018e37e76a3",
        "ran_at": "2026-07-26T07:18:09Z",
        "aggregate_score": 4.6,
        "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": "2026-07-21T07:35:29Z",
      "oldest_open_prs": [
        {
          "number": 221,
          "created_at": "2023-01-13T16:03:33Z",
          "last_comment_at": "2025-02-07T10:15:18Z",
          "last_comment_author": "danielhuppmann"
        },
        {
          "number": 315,
          "created_at": "2024-01-25T17:04:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 424,
          "created_at": "2024-11-14T14:47:29Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 582,
          "created_at": "2026-04-29T14:10:17Z",
          "last_comment_at": "2026-06-30T08:01:13Z",
          "last_comment_author": "danielhuppmann"
        },
        {
          "number": 592,
          "created_at": "2026-06-15T15:56:12Z",
          "last_comment_at": "2026-07-09T11:18:22Z",
          "last_comment_author": "dc-almeida"
        },
        {
          "number": 600,
          "created_at": "2026-07-06T11:10:31Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 601,
          "created_at": "2026-07-08T07:49:26Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 604,
          "created_at": "2026-07-23T11:19:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-17T15:23:51Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": [
        {
          "number": 10,
          "created_at": "2021-06-30T08:58:24Z",
          "last_comment_at": "2021-06-30T09:10:03Z",
          "last_comment_author": "khaeru"
        },
        {
          "number": 87,
          "created_at": "2022-01-24T16:51:13Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 105,
          "created_at": "2022-03-07T09:55:05Z",
          "last_comment_at": "2022-03-08T15:28:30Z",
          "last_comment_author": "phackstock"
        },
        {
          "number": 114,
          "created_at": "2022-04-20T14:04:24Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 134,
          "created_at": "2022-07-06T05:44:06Z",
          "last_comment_at": "2022-07-06T12:01:04Z",
          "last_comment_author": "phackstock"
        },
        {
          "number": 139,
          "created_at": "2022-07-25T08:29:00Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 141,
          "created_at": "2022-07-27T11:10:00Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 230,
          "created_at": "2023-03-08T15:26:32Z",
          "last_comment_at": "2023-03-08T16:04:21Z",
          "last_comment_author": "danielhuppmann"
        },
        {
          "number": 270,
          "created_at": "2023-07-27T08:43:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 290,
          "created_at": "2023-11-09T10:59:13Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 302,
          "created_at": "2024-01-12T21:54:48Z",
          "last_comment_at": "2024-01-15T11:49:43Z",
          "last_comment_author": "danielhuppmann"
        },
        {
          "number": 325,
          "created_at": "2024-02-12T09:16:38Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 341,
          "created_at": "2024-04-11T08:10:53Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 347,
          "created_at": "2024-05-17T12:53:51Z",
          "last_comment_at": "2024-05-17T13:00:46Z",
          "last_comment_author": "phackstock"
        },
        {
          "number": 382,
          "created_at": "2024-09-11T15:26:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 385,
          "created_at": "2024-09-12T16:15:22Z",
          "last_comment_at": "2024-09-13T06:59:54Z",
          "last_comment_author": "phackstock"
        },
        {
          "number": 404,
          "created_at": "2024-10-02T05:57:14Z",
          "last_comment_at": "2024-10-23T07:42:44Z",
          "last_comment_author": "phackstock"
        },
        {
          "number": 405,
          "created_at": "2024-10-03T07:44:06Z",
          "last_comment_at": "2024-10-03T09:09:05Z",
          "last_comment_author": "phackstock"
        },
        {
          "number": 416,
          "created_at": "2024-10-16T13:31:36Z",
          "last_comment_at": "2026-02-24T13:34:51Z",
          "last_comment_author": "danielhuppmann"
        },
        {
          "number": 427,
          "created_at": "2024-11-19T13:42:00Z",
          "last_comment_at": "2026-02-24T13:28:04Z",
          "last_comment_author": "danielhuppmann"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/IAMconsortium/nomenclature",
    "host": "github.com",
    "name": "nomenclature",
    "owner": "IAMconsortium"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 70,
      "inputs": {
        "security": 57,
        "vitality": 80,
        "community": 45,
        "governance": 77,
        "engineering": 81
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 80,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "commits_last_year": 43,
              "human_commit_share": 1,
              "days_since_last_push": 8,
              "active_weeks_last_year": 20
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 8 days ago",
                "points": 28.8,
                "status": "partial",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "20/52 weeks with commits",
                "points": 13.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 20
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "43 commits in the last year",
                "points": 14.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 43
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "releases_count": 50,
              "latest_release_tag": "v0.31.0",
              "releases_from_tags": false,
              "days_since_latest_release": 22,
              "mean_days_between_releases": 15
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "50 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 50
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 22 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 22
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~15 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 15
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 8,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 8 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "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": 45,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "at_risk",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 35,
            "inputs": {
              "forks": 15,
              "stars": 24,
              "watchers": 5,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "24 stars",
                "points": 22.1,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "15 forks",
                "points": 9.6,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 15
                    }
                  }
                ],
                "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 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": "moderate",
            "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": 55,
            "inputs": {
              "packages": [
                "nomenclature-iamc"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2066
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,066 downloads/month across pypi",
                "points": 44.2,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2066,
                      "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": 77,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 8,
              "top_contributor_share": 0.435
            },
            "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 44% of commits",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 44
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "8 contributors",
                "points": 10.8,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 315,
              "open_issues": 43,
              "closed_issues": 224,
              "issue_closed_ratio": 0.839,
              "closed_unmerged_prs": 14
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "84% of issues closed",
                "points": 39.2,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 84
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "315/329 decided PRs merged",
                "points": 36.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 315,
                      "decided": 329
                    }
                  }
                ],
                "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": 66,
            "inputs": {
              "followers": 105,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "IAMconsortium",
              "public_repos": 17,
              "account_age_days": 3714
            },
            "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": "105 followers of IAMconsortium",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 105,
                      "login": "IAMconsortium"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "17 public repos, account ~10 yr old",
                "points": 21.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 17
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "nomenclature-iamc"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 22
            },
            "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 22 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 22
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "49 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 49
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "4 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "scenario",
                "integrated-assessment",
                "energy-systems",
                "scenario-data",
                "iamc-format",
                "timeseries-format",
                "pyam",
                "python"
              ],
              "has_wiki": true,
              "homepage": "https://nomenclature-iamc.readthedocs.io/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://nomenclature-iamc.readthedocs.io/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 57,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 46,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 4.6
            },
            "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": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "24 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "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:nomenclature-iamc@0.31.0 runtime dependency closure — what installing the published package pulls in — 96 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:nomenclature-iamc@0.31.0",
                  "assessed": 96
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 96,
              "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": 96,
              "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": 9
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 61,
        "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": 0.94,
              "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": "94 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 94,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "nomenclature/py.typed"
              ],
              "agent_commit_share": 0.04,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "nomenclature/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "nomenclature/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "4 of the last 100 commits agent-authored or agent-credited",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 4,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 38195,
              "source_files_sampled": 45,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (nomenclature/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "nomenclature/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/45 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 45,
                      "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": "2026-07-26T07:18:29.349832Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/i/IAMconsortium/nomenclature.svg",
  "full_name": "IAMconsortium/nomenclature",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}