AntaresSimulatorTeam / GemsPy

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 2 днів.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 13 прямих і 100 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 113 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 6 мають відомі сповіщення, з них 0 прямі.

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.

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          "oid": "7fbc3f4112ecf7887f941c45dc43e78996e25749",
          "body": "Bump version from 0.1.2 to 0.1.3 in pyproject.toml and uv.lock, and\nfinalize the CHANGELOG with the package split (gems_craft/gems_runner),\nthe new gems_craft_hybrid package, the taxonomy/version LibrarySchema\nfields, and the extra-output fixes that landed since 0.1.2.",
          "is_bot": false,
          "headline": "release: v0.1.3 (#259)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-24T09:52:42Z",
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          "oid": "6e6fe6554914205a7e002087ef446228ae462b59",
          "body": "…py (#256)\n\n* fix(deps): revert runner extra, restore full deps in pip install gemspy\n\nPR #244 split gems into gems_craft/gems_runner and moved linopy, xarray,\nand highspy into an optional \"runner\" extra so pip install gemspy would\nonly pull gems_craft's dependencies. Issue #252 asks to revert only \n[…]\nendencies,\n  drop the now-empty runner extra\n- uv.lock: regenerated via uv lock\n- ci.yml: drop --extra runner from the uv sync install step\n- AGENTS.md, CHANGELOG.md: update docs to match\n\nCloses #252",
          "is_bot": false,
          "headline": "fix(deps): revert runner extra, restore full deps in pip install gems…",
          "author_name": "Antoine Oustry, PhD",
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          "oid": "518b63b5db69a9f09c61a92b3c391c52ba2f67b3",
          "body": "* Add optional taxonomy and version fields to LibrarySchema\n\ntaxonomy is also propagated to the resolved Library class as free-form\nmetadata (no validation logic attached); version stays schema-only.\n\n* Document taxonomy/version fields in CHANGELOG\n\n* Show optional taxonomy/version fields in library.yml example\n\n* Rename example taxonomy id in library.yml doc\n\n* Add unit test for library \"version\" field parsing (#253)",
          "is_bot": false,
          "headline": "Add optional taxonomy and version fields to LibrarySchema (#251)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-23T17:39:38Z",
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          "oid": "b1d74bf5297e59f9b77bff39f5b40a200a3a91a6",
          "body": "feat: add gems_craft_hybrid package for hybrid study parsing",
          "is_bot": false,
          "headline": "Merge pull request #245 from AntaresSimulatorTeam/feat/gems_craft_hybrid",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-22T07:27:26Z",
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          "oid": "a0e78a3bdfde9ddcbaab2abc11b90158e5350a2b",
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          "is_bot": false,
          "headline": "version number + helper",
          "author_name": "OUSTRY Antoine",
          "author_login": "aoustry",
          "committed_at": "2026-07-21T09:19:53Z",
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          "is_bot": false,
          "headline": "formatting",
          "author_name": "OUSTRY Antoine",
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          "headline": "adapt tests to new hybrid system and lib",
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          "headline": "improve hybrid example (fixture for tests)",
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          "headline": "Merge branch 'main' into feat/gems_craft_hybrid",
          "author_name": "Juliette-Gerbaux",
          "author_login": "Juliette-Gerbaux",
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          "headline": "Merge branch 'main' into feat/gems_craft_hybrid",
          "author_name": "OUSTRY Antoine",
          "author_login": "aoustry",
          "committed_at": "2026-07-20T20:55:11Z",
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        },
        {
          "oid": "e71494c2ed2d90b4fd803a45850b7e44ccd58c6b",
          "body": "Updated section titles and code examples for hybrid libraries and systems. Clarified YAML structure and provided new usage examples for parsing and writing hybrid data.",
          "is_bot": false,
          "headline": "Revise hybrid libraries and systems documentation",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-20T20:44:00Z",
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          "oid": "7fb294803ce310099585fb0bb9044fbcd0f20eae",
          "body": "…appers\n\nAddresses tbittar's review comment on PR #245: end-users no longer need to\npass the Hybrid*Schema class explicitly to parse_yaml_system/parse_yaml_library.\nContent-based auto-detection isn't reliable here (a hybrid file with no\nhybrid-only fields populated is indistinguishable from a plain one under\nextra=\"forbid\"), so instead gems_craft_hybrid now exposes schema-bound\nwrapper functions.",
          "is_bot": false,
          "headline": "Add parse_yaml_hybrid_system/parse_yaml_hybrid_library convenience wr…",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-20T20:34:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "5cdf2e59d5c8f872e2ccff715a195575223394a5",
          "body": "Addresses tbittar's review comment on PR #245: the function name should\nmatch its write-side counterpart write_yaml_system.",
          "is_bot": false,
          "headline": "Rename parse_yaml_components to parse_yaml_system for naming consistency",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-20T20:20:41Z",
          "body_truncated": false,
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        },
        {
          "oid": "a8481fbffabb204479033c16213483df09a291cf",
          "body": null,
          "is_bot": false,
          "headline": "deleted a misplaced description of components' properties",
          "author_name": "OUSTRY Antoine",
          "author_login": "aoustry",
          "committed_at": "2026-07-20T14:48:17Z",
          "body_truncated": false,
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        },
        {
          "oid": "8e136c4b56ee400656c81ef7f7aa702a4b77aac5",
          "body": "…brid/gems_runner) (#250)\n\nFollowing the gems_craft/gems_runner split (#244) and gems_craft_hybrid\naddition (#245), tests/unittests/ was still organized by topic, which\nsilently mixed packages under the same folder (e.g. simulation/ and\nexpressions/visitor/test_evaluation.py actually exercised gems_\n[…]\n, and\ngems_runner/ as top-level siblings, topics nested underneath.\ntests/e2e/ is left untouched since those tests are cross-package by\ndesign.\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: reorganize tests/unittests by package (gems_craft/gems_craft_hy…",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-07-20T10:11:19Z",
          "body_truncated": true,
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        },
        {
          "oid": "0dcfc40cc4a314be31871512659d9ac7ba9771d9",
          "body": "* refactor: split gems into gems_craft and gems_runner\n\nSplits the monolithic gems package along a solver-dependency boundary\ninstead of a parsing-vs-everything boundary:\n\n- gems_craft: the resolved domain model (Model, Library, System,\n  Component, PortsConnection), YAML schema/parsing, and the str\n[…]\nnder the solver-dependent side.\n\nVerified: gems_craft imports cleanly in a clean venv with no runner\nextra installed; mypy clean; full pytest suite passes unchanged\n(541 passed, 6 skipped, 1 xfailed).",
          "is_bot": false,
          "headline": "Split gems into gems_craft/gems_runner (alternative to #243) (#244)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-20T08:53:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2ad581f180cb1af710d8fac41ab2726195db2078",
          "body": null,
          "is_bot": false,
          "headline": "Apply suggestion from @aoustry",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-17T14:30:24Z",
          "body_truncated": false,
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        },
        {
          "oid": "b76aeecbe2664745dda6d962b19ff0837e6697c3",
          "body": "…brid\n\nAreaConnectionsSchema/SystemSchema.area_connections was parsed but never\nconsumed by the standard resolve/solve pipeline in gems_craft or\ngems_runner, so it belongs alongside HybridSystemSchema's other\nAntares-interop-only fields rather than in the base package.\n\nAddresses PR review comment on #245.",
          "is_bot": false,
          "headline": "refactor: move AreaConnectionsSchema from gems_craft to gems_craft_hy…",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-17T14:30:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8db3feab21ee63b1f216673eb26893e744412b4e",
          "body": "…rid-only\n\nDocument the version field under a new \"Library YAML\" section in\ninputs.md and adjust the hybrid library section and changelog entry\nso version is no longer described as a hybrid-specific addition.",
          "is_bot": false,
          "headline": "docs: clarify that LibrarySchema's version field is standard, not hyb…",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-17T14:30:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dab7883145aaa52b8376bc4096a72a5f99b399e",
          "body": "Port the hybrid GEMS/Antares Simulator schemas drafted on\nfeature/submodule_gems_craft (AreaConnectionSchema, PortThermalCapacitySchema,\nHybridPortTypeSchema, HybridLibrarySchema, ThermalComponentSchema,\nThermalCapacityConnectionSchema, HybridSystemSchema) onto the gems_craft/\ngems_runner package sp\n[…]\nrite_yaml_library/write_yaml_system for round-trip\nI/O. LibrarySchema gains a version field. AreaConnectionsSchema/\narea_connections were already present on the base SystemSchema and are\nreused as-is.",
          "is_bot": false,
          "headline": "feat: add gems_craft_hybrid package for hybrid study parsing",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-17T14:30:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5b84a60e203cab759517c84ff3ddb9fd00e42bde",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into refacto/splitting_option_two",
          "author_name": "Thomas Bittar",
          "author_login": "tbittar",
          "committed_at": "2026-07-17T14:29:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0143a3d06cd71c319857215f11d90330c73daffd",
          "body": "…mes (#247)\n\nColumn names like absolute-time-index or scenario-index are not valid\nPython identifiers, which prevents attribute-style access on the\nresulting DataFrame (e.g. via query() or itertuples()).",
          "is_bot": false,
          "headline": "fix: use underscores instead of hyphens in simulation table column na…",
          "author_name": "Juliette-Gerbaux",
          "author_login": "Juliette-Gerbaux",
          "committed_at": "2026-07-13T10:21:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9076ccc2bf0537337173c08f561c0d9371a1a85c",
          "body": "Extra-output expressions such as `dual(balance) >= unsupplied_cost - 5`\npreviously raised NotImplementedError at post-solve evaluation because\nVectorizedExtraOutputBuilder inherited the base comparison() that\nunconditionally rejects ComparisonNode.\n\nOverride comparison() in the post-solve builder to\n[…]\nvalues.\n\nmin()/max() already worked post-solve; add regression tests covering both\nthe min and comparison extra-output cases. Bump version to 0.1.3.\n\nSolve a bug on extra-outputs when multiple models.",
          "is_bot": false,
          "headline": "fix: extra output comparison  (#240)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-13T10:20:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "029b40b0a51b5aabb1bdd0af17e4d9fad59610e2",
          "body": "CI was still installing deps without the new `runner` optional-dependency\nextra, so mypy failed resolving gems_runner's linopy/xarray/highspy\nimports. The pytest step also still referenced the old `gems` package\nname for coverage.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01C635KKMQurDjEBS3qXBqpA",
          "is_bot": false,
          "headline": "fix(ci): install runner extra and fix coverage package names",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-03T16:35:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e129896ce5419a61555b09e98327b4ec053b336e",
          "body": "Splits the monolithic gems package along a solver-dependency boundary\ninstead of a parsing-vs-everything boundary:\n\n- gems_craft: the resolved domain model (Model, Library, System,\n  Component, PortsConnection), YAML schema/parsing, and the structural\n  half of the expression language (AST, parsing,\n[…]\n full pytest suite passes unchanged\n(541 passed, 6 skipped, 1 xfailed).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01C635KKMQurDjEBS3qXBqpA",
          "is_bot": false,
          "headline": "refactor: split gems into gems_craft and gems_runner",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-03T16:09:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dfada61824b5a5cbbc193c351e3c26dfba60ca39",
          "body": "…Py Developer Guide [GP-02] (#242)\n\n* docs(agents): add GEMS Developer Guidelines reference to AGENTS.md\n\n* docs(developer-guide): reference central GEMS Developer Guidelines",
          "is_bot": false,
          "headline": "(docs): Add GEMS Developer Guidelines reference to AGENTS.md and Gems…",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-06-30T09:04:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "428d34ca7a919e9ab2226c219294c244e272501c",
          "body": "Co-authored-by: Thomas Bittar <thomas.bittar@rte-france.com>",
          "is_bot": false,
          "headline": "Check parameters (#236)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-06-17T16:30:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cb035104e088d561a315a57d25f6c8b861f463d",
          "body": "* docs: complete AGENTS.md with taxonomy",
          "is_bot": false,
          "headline": "feat/ taxonomy in agents.md (#233)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-06-15T15:31:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dc28534cc8c03ccc9a4d9c662cd207885e1905f",
          "body": "* feat/ add operators abs & round (#217)\n\n* Add abs and round unary operators (#216)\n\nTwo new unary operators that mirror the floor/ceil pattern:\n- abs(x): absolute value\n- round(x): banker's rounding (round-half-to-even), matching np.round\n  and Python 3's built-in round.\n\nLike floor/ceil, both ope\n[…]\n: nikolaredstork <nikola.ilic@redstork-solutions.com>\nCo-authored-by: Guillaume_RTEi <165799647+GuillaumeMaistre@users.noreply.github.com>\nCo-authored-by: Dušan <dusan.paripovic@rte-international.com>",
          "is_bot": false,
          "headline": "release: v.0.1.2 (#224)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-06-11T12:11:38Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "352f2cdb6d3cf2dc40b2e75570f6556528f49cbe",
          "body": null,
          "is_bot": false,
          "headline": "remove duplicate ci (#222)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-06-09T07:57:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "259fc94cbdf778d5d90a6e21bca5c0536e0e8933",
          "body": "* update links to GEMS repo\n\n* transparent pictures\n\n* fix png image link\n\n* scheme -> schema",
          "is_bot": false,
          "headline": "fix/Update links to GEMS repo (#219)",
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          "author_login": "aoustry",
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          "is_bot": false,
          "headline": "Update version to 0.1.1 and document changes in CHANGELOG.md (#213)",
          "author_name": "Dušan",
          "author_login": "dusanparipovic",
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          "headline": "merge develop branch into main  (#212)",
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          "headline": "add issue creation for GemsViewsBuilder repo",
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          "is_bot": false,
          "headline": "add token for antares legacy converter",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-22T07:09:02Z",
          "body_truncated": false,
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          "is_bot": false,
          "headline": "add notify workflow",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-19T09:28:25Z",
          "body_truncated": false,
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          "body": "* Equality refacto\n\n* Add and update tests\n\n* Update reference MPS",
          "is_bot": false,
          "headline": "Equality refacto (#209)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-05-18T16:12:44Z",
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          "headline": "fix step 9 in issue templates",
          "author_name": "nikolaredstork",
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          "is_bot": false,
          "headline": "delete changelog file",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-10T11:22:30Z",
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          "is_bot": false,
          "headline": "remove compatibility file from issue templates",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
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          "is_bot": false,
          "headline": "Replace nb-scenarios with scenario playlist in scenario-scope (#206)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
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          "is_bot": false,
          "headline": "exclude compatibility file",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-05T08:03:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "delete unnecessary issue templae",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-04T16:58:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "f03d3411b62589d3c2290f22440ecf102572656b",
          "body": null,
          "is_bot": false,
          "headline": "Initial commit",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-04T13:46:22Z",
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          "is_coding_agent": false
        },
        {
          "oid": "2178cfbabc9d6f82af1543ebbbedffadf9d7e42b",
          "body": "* Update version\n\n* Add changelog\n\n* Update version",
          "is_bot": false,
          "headline": "Update version (#203)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-04-30T16:36:04Z",
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          "body": "* test(bounds): add optest4 to verify complex bounds with non-trivial time/scenario-dependent values\n\noptest4 is identical to optest1 except minimum_generation_modulation is set\nto non-zero constant values (0.5/0.3/0.4) for unique_prod/unique_prod2/unique_prod3,\nso the lower-bound expression min(p_m\n[…]\no-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: Seddik Yassine Abdelouadoud <yassine.abdelouadoud@mines-paristech.fr>\nCo-authored-by: YassineAbdelouadoud <yassine.abdelouadoud@gmail.com>",
          "is_bot": false,
          "headline": "Massive refactoring of GemsPy (#200) (#202)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-04-30T15:54:56Z",
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          "is_bot": false,
          "headline": "ci config (#201)",
          "author_name": "tbittar",
          "author_login": "tbittar",
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          "is_bot": false,
          "headline": "edit pyproject toml 005->006 (#192)",
          "author_name": "Guillaume_RTEi",
          "author_login": "GuillaumeMaistre",
          "committed_at": "2026-04-02T10:55:34Z",
          "body_truncated": false,
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        },
        {
          "oid": "a0dfdc8df17ac61d6ad5f4c00a7de04fabf893cd",
          "body": "…ion (#191)\n\n* fix: expand operators in variable and constraint bounds before evaluation\n\nTimeShiftNode (and other time operators) in bound expressions caused\nNotImplementedError when EvaluationVisitor was called directly.\n\nApply the same expand_operators + linearize_expression pattern already\nused \n[…]\nator in bounds\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: GuillaumeRTEi <guillaume.maistre@rte-international.com>\nCo-authored-by: tbittar <thomas.bittar@rte-france.com>",
          "is_bot": false,
          "headline": "Enable complex variable bounds expressions, thanks to operator expans…",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-04-02T08:19:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "20021bf581faec38f9a98a92eb88c2bf99c72865",
          "body": "The default `addition` in ExpressionVisitorOperations accumulated results\nwith `res = res + o` in a loop. The flattening `__add__` on ExpressionNode\ncopies the accumulated operand list at each step, giving O(T²) total copy\nwork for a T-term AdditionNode.\n\nOverride `addition` in CopyVisitor to build \n[…]\n cost to O(T).\n\nAdd a regression test that asserts the time ratio between T=10_000 and\nT=1_000 stays below 20 (linear ≈ 10, quadratic ≈ 100).\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: fix O(T²) list copies in CopyVisitor.addition (#189)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-03-25T09:31:28Z",
          "body_truncated": true,
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        },
        {
          "oid": "bd319d8779dd4526cd6cd9f5f1117439a0cfc1dc",
          "body": "* fix: implement floor/ceil/max/min visitors in LinearExpressionBuilder\n\nThese operators are valid in a linear expression when all operands are\nconstant. Previously they raised unconditionally; now they evaluate to\na constant result, and only raise ValueError when a non-constant\n(variable-containing\n[…]\nUK\n\n* style: fix line length in visitTimeShiftExpr and visitTimeIndexExpr signatures\n\nhttps://claude.ai/code/session_01So7yDQ3KiPj8oDa4xYnhUK\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Complementary devs for floor, ceil, min, and max operations (#186)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-03-24T21:37:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "158da983766601234e3c5eb89ff76fec53870c00",
          "body": "* docs: add AGENTS.md and agent guidance docs\n\nAdd AGENTS.md with project overview, architecture, commands, and\nconventions for AI coding agents. Add supporting docs under\ndocs/agents/ covering Python conventions and testing strategy.\nInclude .github/copilot-instructions.md pointing to AGENTS.md.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* Rendering\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add AGENTS.md and agent guidance docs (#187)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-03-24T17:04:42Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "89d77934a17eb197977593463cf1d6dbcd707a70",
          "body": "* Add floor, ceil, max, and min math operators to GemsPy expression AST\n\nThese operators are needed to parse and evaluate GEMS model expressions\nfrom antares_legacy_models.yml, which uses ceil(p/q), max(0, expr), and\nmin(a, b) in variable bounds and constraint expressions for thermal unit\ncommitment\n[…]\nprParser.py and ExprVisitor.py:\nspaces after colons in type hints, one-item-per-line lists, extra\nblank lines between class/function definitions.\n\n\n* style: improve ref to unary and n-ary functions\n\n-",
          "is_bot": false,
          "headline": "feat: add max, min, ceil & floors operators (#180)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-03-23T19:38:37Z",
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        },
        {
          "oid": "78abdd3fb366120934d288ad110a97435a34e0ea",
          "body": "* fix: pandas and pydantic deprecations\n\n* fix: lint",
          "is_bot": false,
          "headline": "fix: pandas and pydantic deprecations (#184)",
          "author_name": "Theo Pascoli",
          "author_login": "TheoPascoli",
          "committed_at": "2026-03-23T16:13:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e435d6d4d6a05f33b65f37519468cf16db06b44d",
          "body": "Add CI, PyPI version, Python versions, license, documentation, and\ncode style badges to the README header for quick project health overview.",
          "is_bot": false,
          "headline": "docs: add status and quality badges to README (#183)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-03-20T17:31:22Z",
          "body_truncated": false,
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        },
        {
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          "body": null,
          "is_bot": false,
          "headline": "feat(release): bump version to 0.0.5 in pyproject.toml (#178)",
          "author_name": "Dušan",
          "author_login": "dusanparipovic",
          "committed_at": "2026-03-16T11:05:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89237cf741d9062997050080021110d2e782df84",
          "body": "…(#177)\n\n* feat(parsing): add load_input_system with validation and tests",
          "is_bot": false,
          "headline": "feat(input-system): load input system into memory from provided path …",
          "author_name": "Dušan",
          "author_login": "dusanparipovic",
          "committed_at": "2026-03-16T10:55:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": null,
          "is_bot": false,
          "headline": "feat(release): update version in pyproject.toml",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-13T14:14:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d93924a937d449a51341162d26a703b8483d16d9",
          "body": "…(#174)",
          "is_bot": false,
          "headline": "feat(pypsa -> gems): remove pypsa-> gems converter and related files …",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-13T13:09:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b66acc854c316c23bdab55381481da0a8fa77879",
          "body": "…MS-Converter (#173)\n\n* fix(dependencies): remove dependencies from AntaresLegacyModels-to-GEMS-Converter\n- update github workflow file\n- update converters.md",
          "is_bot": false,
          "headline": "fix(dependencies): remove dependencies from AntaresLegacyModels-to-GE…",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-10T08:46:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1219a23889645e1315989f787d2b6969606d65db",
          "body": "* Update pyproject.toml\n* Update version in pyproject.toml 0.0.1 -> 0.0.2",
          "is_bot": false,
          "headline": "fix(version): rename version  (#172)",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-09T09:29:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ccc69b5b33453345bfe8e4b9fb0fb3ccdf6d5e8",
          "body": "* refactor(AUTHORS.txt): update AUTHORS.txt file\n-  sort names in alphabetical order\n\n* refactor(pyproject.toml): update pyproject.toml\n- prepare for pypi release\n\n* feat(publish.yml): add publish.yml file",
          "is_bot": false,
          "headline": "feat(PyPI): prepare repo for PyPI upload  (#171)",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-09T08:34:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ea5f5919f6aeeb9d268e58b3acbf98ab815819a",
          "body": "* Rename Gems to GemsPy and update framework details\n\nUpdated documentation to reflect the correct name and details of the GEMS framework and its interpreters.\n\n* Revise GEMS interpreters section \n\nUpdated the section on GEMS interpreters to include GemsPy and Antares Simulator with improved descrip\n[…]\ning Antares Legacy and PyPSA study cases to GEMS format.\n\n* Update site name in mkdocs configuration\n\n* Clarify GemsPy's purpose in documentation\n\nUpdated description of GemsPy to clarify its purpose.",
          "is_bot": false,
          "headline": "Doc/gems update (#169)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-27T17:21:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4bcf5c91789d651b0497a1a5ec9bd41472d2afc7",
          "body": "Updated references to the GEMS framework and GemsPy documentation. Improved clarity and consistency in the README content.",
          "is_bot": false,
          "headline": "Revise README for GEMS and GemsPy references (#167)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-26T08:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a0f2d6c6322669f70b1f10e4756caf2cfd52cf9",
          "body": "* model testing\n\n* utils + format\n\n* format",
          "is_bot": false,
          "headline": "Test/legacy sts (#168)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-23T14:13:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e201c2ae0be5acf6152123639629eb40c2165e15",
          "body": "* hurdle costs\n\n* hurdle costs\n\n* hurdle costs\n\n* Remove unused import from utils.py\n\nRemoved unused import of 'study' from gems.",
          "is_bot": false,
          "headline": "Tests/legacy link costs (#165)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-13T13:57:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b1114f64671d5084b2f8945073bfbf362ab3102",
          "body": "* contributions to objective working and tested\n\n* typing enforced\n\n* format improved\n\n* backward compatibility removed (-objective- forbidden, must be -objective-contribution-).\nAll corresponding libs adapted.\n\n* Quotes removed",
          "is_bot": false,
          "headline": "contributions to objective working and tested (#149)",
          "author_name": "aalzoobi",
          "author_login": "aalzoobi",
          "committed_at": "2025-12-19T16:58:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6436db418fb31a21cf8a913ff142975d8c0d074c",
          "body": "* converter\n\n* utils\n\n* test_converter\n\n* test_link_models\n\n* test_link_models\n\n* update general link test\n\n* test_link_model\n\n* test_link_model_indirect_capa\n\n* test_link_model -> convert also thermal for general tests\n\n* test_link_model -> convert also thermal for general tests",
          "is_bot": false,
          "headline": "Tests/legacy link (#163)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2025-12-15T16:44:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "978496bc1659df6d3224209fe7baa4c2feb001ec",
          "body": null,
          "is_bot": false,
          "headline": "Tests/thermal params (#162)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2025-12-08T08:13:29Z",
          "body_truncated": false,
          "is_coding_agent": false
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              "public_repos": 34,
              "account_age_days": 2942
            },
            "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": "29 followers of AntaresSimulatorTeam",
                "points": 10.6,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 29,
                      "login": "AntaresSimulatorTeam"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "34 public repos, account ~8 yr old",
                "points": 23.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 34
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "gemspy"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "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 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "9 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 86,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 94,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 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 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 113 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 113
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 15,
              "affected_packages": 6,
              "assessed_packages": 113,
              "unassessed_packages": 0,
              "affected_by_severity": "high 4, moderate 2",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": 113,
              "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": 4
            },
            "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": 65,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.79,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                "AGENTS.md",
                "CLAUDE.md"
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              "agent_instruction_max_bytes": 8913
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md"
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                  }
                ],
                "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": "79 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 79,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.11,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "11 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 11,
                      "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": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 62773,
              "source_files_sampled": 141,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/141 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 141,
                      "oversized": 1
                    }
                  }
                ],
                "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."
      }
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