Jij-Inc / ommx

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: 106 прямих і 641 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 — 725 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 12 мають відомі сповіщення, з них 2 прямі. 22 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

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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          "body": "## Summary\n\n- centralize development-only Python dependencies at the workspace root\nin `lint`, `typecheck`, `test`, `benchmark`, `build`, `maintenance`,\n`docs`, and `release` groups, with `dev` as their aggregate\n- remove unused notebook tooling and redundant declarations already\nsupplied by workspa\n[…]\ne Python 3.10 tool environment\n\nThis follows up on #1123, where standalone tooling and the workspace\nlock could select different versions and lint-only jobs could trigger\nunnecessary workspace builds.",
          "is_bot": false,
          "headline": "Centralize Python development dependencies (#1127)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-27T07:13:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4d509b1139acd6296d309497ea41b9b2c5887702",
          "body": "This PR updates Python dependencies via `uv sync --upgrade`.\n\n## Updated files\n- `uv.lock` (main Python workspace)\n\n---\nAuto-generated by\n[update_dependencies.yml](https://github.com/Jij-Inc/ommx/blob/main/.github/workflows/update_dependencies.yml)\n\n---------\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>\nCo-authored-by: Toshiki Teramura <toshiki.teramura@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): update Python dependencies (#1123)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-27T04:52:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "635d0fb087e7161ce3da83f9ea1b50e70431c902",
          "body": "## Summary\n\n- add typed `PyParametricInstance`, `PySolution`, and `PySampleSet`\noutput wrappers\n- reconstruct each canonical Python OMMX class through its public v2\nbyte decoder\n- extend the independent PyO3 fixture and generated stubs to cover\nruntime identity, payload preservation, static return t\n[…]\nwn complete v2 serialization formats, so the\nnew wrappers use `to_v2_bytes` and the installed Python package's\nmatching `from_v2_bytes` methods without adding binding-private\nreconstruction endpoints.",
          "is_bot": false,
          "headline": "Add PyO3 bridge wrappers for root output types (#1120)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-22T11:55:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6aa40cde7dcebbefd1cc6f9882d490516606b0ac",
          "body": "Automated changes by\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\nGitHub action\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Start developing OMMX Python SDK 3.0.0b3 (#1119)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-21T11:03:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9a6f20e78b80dabd660b73935c40bef15f24f11",
          "body": "Automated changes by\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\nGitHub action\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Start developing 3.0.0-beta.3 (#1118)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-21T11:03:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "703d2282ef01ed75d0cc84e0ad4524cbcba66ee1",
          "body": "…workflow.",
          "is_bot": false,
          "headline": "Add ommx-pyo3-bridge to the list of crates to publish in the release …",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-21T11:02:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58ba4af890afbaf9bed4b2da3375f6d46e40f1c8",
          "body": "## Summary\n\n- promote the pending Python SDK changes to the 3.0.0 Beta 2 release\nsection in the English and Japanese release notes\n- place the breaking adapter input-class and explicit OpenJij\npreparation changes before new features\n- condense the accumulated adapter and Rust-to-Python exception not\n[…]\nand obscured\nthe migration steps users need most. This update makes the release\nboundary explicit and keeps both languages structurally aligned while\nlinking detailed workflows to the existing guides.",
          "is_bot": false,
          "headline": "Prepare Python SDK 3.0.0 Beta 2 release notes (#1117)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-21T09:37:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "75410eb9d55fd628ecaa6b028d31ec9a5f10564b",
          "body": "## Summary\n\n- deduplicate Artifact config and layer descriptors by digest before\nremote operations\n- compose each push blob's existence check, asynchronous local read, and\nupload into one bounded operation, and download pull blobs with the same\nbounded model\n- default push and pull blob concurrency \n[…]\nrappers\n- report checked, skipped, transferred, deduplicated, and concurrency\nvalues through tracing\n- preserve blob failure context and publish manifests only after every\nblob succeeds\n\nCloses #1113.",
          "is_bot": false,
          "headline": "Deduplicate and concurrently transfer OCI artifact blobs (#1114)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-21T07:15:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3a540fe5ed2b531f7f4f2f43ed7b6d51f2ec0e29",
          "body": "Bumps the dependencies group with 13 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [anyhow](https://github.com/dtolnay/anyhow) | `1.0.103` | `1.0.104` |\n| [clap](https://github.com/clap-rs/clap) | `4.6.1` | `4.6.2` |\n| [futures-util](https://github.com/rust-lang/futures-rs) | `0.3.32` |\n`0\n[…]\n-\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Toshiki Teramura <toshiki.teramura@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump the dependencies group with 13 updates (#1116)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T05:45:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c566aa65ed04907f9055a5337bd8270d28011417",
          "body": "Bumps the dependencies group with 2 updates:\n[actions/setup-python](https://github.com/actions/setup-python) and\n[actions/setup-node](https://github.com/actions/setup-node).\n\nUpdates `actions/setup-python` from 6 to 7\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://gi\n[…]\n>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Toshiki Teramura <toshiki.teramura@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump the dependencies group with 2 updates (#1115)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-21T05:22:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "838eff169c9b4e4d08a2f46fd0ea259fdfc573d6",
          "body": "## Summary\n\n- replace the prerelease `AdditionalCapability` / `Capabilities`\nvocabulary with `SpecialConstraintKind` / `SpecialConstraintKinds`\n- replace complement-based `required_capabilities` /\n`reduce_capabilities(preserved)` with active-family inspection and\ndirect-selection `active_special_con\n[…]\nation slice of #1081. Spin-variable support\nremains separate in #1082. Common policy-driven preparation remains in\n#1111. #1068 must rebase and rename its recovery vocabulary after this\ncleanup lands.",
          "is_bot": false,
          "headline": "Separate special-constraint lowering from adapter input classes (#1088)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-21T04:54:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a54a365aac79646dcd182bb1c0dcf30af53c4698",
          "body": "## Summary\n\n- declare `OMMXOpenJijSAAdapter.INPUT_CLASS` as Binary, unconstrained,\narbitrary-degree polynomial minimization input\n- keep constructors, `sample()`, and `solve()` preparation-free and\nreject values outside that direct input class without mutating the\ncaller's `Instance`\n- provide expli\n[…]\n or use\nthe explicit preparation flow above when transformations are required.\nThe replacement sampling API returns an evaluated `SampleSet` instead of\nraw `Samples`.\n\nPart of #1081.\nRelated to #1111.",
          "is_bot": false,
          "headline": "Declare OpenJij input class and structure explicit preparation (#1087)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-17T12:42:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9c052aa468753e478d109c076ce34027777fe0b7",
          "body": "## Summary\n\n- persist concise failure and interruption reasons for Experiments and\nRuns, including Python context-manager exception type/message values\n- model Experiment and Run lifecycle state as tagged sum types so only\nfailed and interrupted variants can carry a reason\n- make sealed borrowed and\n[…]\nt 3.0 release notes\n\nLifecycle reasons are OMMX-owned status metadata, distinct from adapter\ndiagnostics. Producers should not include secrets, tracebacks, locals,\nor environment values.\n\nCloses #1093",
          "is_bot": false,
          "headline": "Persist Experiment and Run lifecycle reasons (#1109)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-17T09:34:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6eb7d7b6cc018c8045cea23df9964c358f10efed",
          "body": "Part of #1091.\n\n## Summary\n\n- Route the remaining exposed Python bindings through `OmmxPyResult` or\na Python-owned `PyResult` instead of returning raw `anyhow::Result`.\n- Declare shared conversions for `serde_pyobject`, PyO3 cast, and\npoisoned RNG lock errors so binding methods can use direct `?`, w\n[…]\n\n`pyo3-tracing-opentelemetry` to 0.3.1, and disable PyO3's blanket\n`anyhow` conversion feature.\n- Fold the completed migration into the consolidated English and\nJapanese Python SDK release-note entry.",
          "is_bot": false,
          "headline": "Remove remaining raw anyhow Python bindings (#1102)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-17T06:32:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ecf4e8d56d39c4306d89bc655f8868b7c08d7955",
          "body": "Part of #1091.\n\n## Summary\n\n- migrate the Experiment, Run, OpenSolve, SealedRun, Solve, Sampling,\nand listing bindings from raw anyhow results to the shared\n`OmmxPyResult` boundary with direct `?` propagation\n- add a downcastable Rust `AttachmentNotFound` signal and map absent\nExperiment and Run att\n[…]\neserve the\noriginal Run body exception when tracing cleanup also fails\n- update generated Python API surfaces, consolidated release notes, and\nregression coverage for the documented exception contract",
          "is_bot": false,
          "headline": "Normalize Python Experiment error handling (#1101)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-17T04:50:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "068b75cd007e68d94f7957356efb48bf1cfcfa88",
          "body": "Part of #1091.\n\n## Summary\n\n- add OMMX-owned, downcastable `ImageRefParseError` and\n`InvalidLocalRegistryImageRef` signals while preserving the Rust SDK's\n`ommx::Result` boundary and parser source chain\n- distinguish invalid caller-provided image references from corrupted\nrefs already persisted in t\n[…]\nor values metadata-only and keep blob reads owned by the\nArtifact that supplies registry context\n- document the Rust signal contract and extend the consolidated Python\nerror-mapping release-note topic",
          "is_bot": false,
          "headline": "Normalize Python Artifact error handling (#1100)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T12:54:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0e5800f047b3092f3701b53853f5eabf4deb2688",
          "body": "## Summary\n\n- declare `INPUT_CLASS` for `OMMXPySCIPOptAdapter`\n- reject inputs outside that class through `AdapterNotApplicableError`\nbefore backend model construction\n- describe objective, regular-constraint, and Indicator-body degree\nbounds independently, together with variable kinds, relations, s\n[…]\n this\nstable-release compatibility break; those first-class constraint\nfamilies and lowering behavior were introduced during Python SDK 3.0\nprerelease development.\n\nFollows #1085 and is part of #1081.",
          "is_bot": false,
          "headline": "Declare the input class for the PySCIPOpt adapter (#1086)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T12:26:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d50df84c0f5c8f6f5b088daac37d7525c14cfd55",
          "body": "Part of #1091.\n\n## Summary\n\n- translate the OMMX-owned `ParseError` and `QplibParseError` signals\nthrough explicit `From` conversions at the shared PyO3 error boundary\n- report public protobuf wire and semantic parse failures, plus QPLIB\nsyntax failures, as Python `ValueError`\n- route versioned Inst\n[…]\nridge protocol receivers outside this caller-input\ncontract for the remaining raw-`anyhow` audit in #1102\n- document the Python-visible exception behavior in the English and\nJapanese 3.0 release notes",
          "is_bot": false,
          "headline": "Map parse signals to Python ValueError (#1099)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T11:51:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cb92d25b372570f248bddd0fea2e406bc542e451",
          "body": "## Summary\n\n- declare `INPUT_CLASS` for the HiGHS and Python-MIP adapters\n- reject inputs outside those classes through structured\n`AdapterNotApplicableError` reports before constructing backend models\n- cover variable kinds, objective and constraint degrees, relations,\nsenses, special constraints, \n[…]\n this stable-release compatibility break; first-class special\nconstraints and their implicit lowering were introduced during Python\nSDK 3.0 prerelease development.\n\nFollows #1084 and is part of #1081.",
          "is_bot": false,
          "headline": "Declare input classes for HiGHS and Python-MIP adapters (#1085)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T11:42:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "46e2ddb35da4a9f9caa4785c9dfd9bfc3da619f3",
          "body": "Part of #1091.\n\n## Summary\n\n- add a private protobuf decoding boundary that wraps malformed wire\ndata in the existing OMMX-owned `ParseError` signal\n- preserve `RawParseError::DecodeError`, the root message name, the\n`bytes` context, and the underlying `prost::DecodeError` source chain\n- route all 1\n[…]\ngnatures on `ommx::Result` while making wire\nfailures reliably downcastable as `ParseError`\n- document the shared wire-decoding and semantic-parsing contract in the\nRust SDK tutorial and release notes",
          "is_bot": false,
          "headline": "Normalize protobuf decode failures as ParseError (#1098)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T10:54:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd1f168e50693134e8a7febf84a19b5a8c4e9456",
          "body": "## Summary\n\n- make borrowed `Experiment` / `Run` the canonical lexical lifecycle API\nwith `Experiment::scoped`, `scoped_with_registry`, and `scoped_run`\n- preserve partial state from unresolved raw Runs inside a scoped\nExperiment by recording them as interrupted, while ordinary borrowed\nRuns retain \n[…]\ntic/dynamic and mutable/sealed Experiment and Run\nfamilies, and cover completion, recovery, callback errors, panic unwind,\nraw Run drop, checkpoint failure, and dynamic terminal ordering\n\nCloses #1092",
          "is_bot": false,
          "headline": "Add lifecycle-safe Experiment and Run APIs (#1103)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T10:47:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3c9c52441dfd6101a5c6f5149c9c048dfa80d9d5",
          "body": "## Summary\n\n- Add the publishable `ommx-pyo3-bridge` crate with typed PyO3 return\nwrappers for `Function`, detached `Constraint`, detached\n`DecisionVariable`, and `Instance` values.\n- Isolate protobuf byte transport as internal bridge protocol v0 across\nthe Rust sender and Python SDK-owned versioned\n[…]\n v0 is a separate\nPython SDK lifecycle decision, and arbitrary Rust/Python OMMX release\npairs are not guaranteed to be compatible. A missing capability raises\nan `ImportError` naming it.\n\nCloses #1095",
          "is_bot": false,
          "headline": "Add typed PyO3 bridge for OMMX values (#1106)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T10:37:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b705f57550e0da9bdd330b4a001cccc59665847",
          "body": "## Summary\n\n- expose `DegreeBound`, `InstanceClassClause`, `InstanceClass`, and\nstructured membership reports through the top-level Python SDK\n- add `SolverAdapter.INPUT_CLASS`, side-effect-free applicability\nchecks, Adapter-owned precondition reporting, and\n`AdapterNotApplicableError`\n- keep the ba\n[…]\n lowering. Concrete in-repository Adapter declarations\nremain in #1085 through #1087, and the remaining special-constraint\nlowering vocabulary is renamed in #1088.\n\nFollows #1083 and is part of #1081.",
          "is_bot": false,
          "headline": "Expose instance classes for adapter inputs in Python (#1084)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T10:25:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0ed367eecf68ab439f7f581d9d1784b41ce10b6c",
          "body": "Part of #1091.\n\n## Summary\n\n- extend the declarative Rust SDK Signal mapping table with\n`DecisionVariableError`, `SolutionError`, and `SampleSetError`\n- migrate structured SDK error paths to `OmmxPyResult` so call sites use\ndirect `?` propagation\n- map missing structured lookups to `KeyError` and in\n[…]\nnd `Option`-based lookup failures\nexplicit at the binding boundary\n- document the Python exception contract, update the executable\nSampleSet examples, and regenerate the Python stubs and API reference",
          "is_bot": false,
          "headline": "Map structured SDK errors to Python exceptions (#1097)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T09:04:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "52325178934a0c3e25e49ac52319b51602e7f750",
          "body": "Part of #1091.\n\nThis introduces the numeric-domain slice of the shared Rust\nSDK-to-Python error boundary:\n\n- define a declarative `Signal => mapper` table that generates both\ntyped `From<Signal>` conversions and the fallback dispatch for signals\nalready erased into `ommx::Error`\n- keep `OmmxPyError`\n[…]\nc signal, representative entry\npoints, overflow atomicity, and preserved Python exception behavior\n- document the consistent numeric error contract in the English and\nJapanese Python SDK release notes",
          "is_bot": false,
          "headline": "Map numeric Rust SDK errors to Python ValueError (#1096)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T07:57:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7153f3a17d1dc34c3f1cecbd12a8ec06cce240b1",
          "body": "## Summary\n\n- define an adapter input as an OMMX `Instance` value passed to an\nadapter\n- define `InstanceClass` as a set of `Instance` values described by OMMX\nstructural conditions\n- represent each class as a finite union of conjunctive\n`InstanceClassClause` values, preserving boundaries such as co\n[…]\nnstance-class\ndeclarations. Python bindings, adapter orchestration, concrete adapter\ninput declarations, adapter-owned preconditions, and legacy API\nretirement remain follow-up slices.\n\nPart of #1081.",
          "is_bot": false,
          "headline": "Define instance classes for adapter inputs (#1083)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-16T04:47:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "60d8ad8338cc8e1c710ad48f139f1082b8128a58",
          "body": "Bumps [serde_with](https://github.com/jonasbb/serde_with) from 3.20.0 to\n3.21.0.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/jonasbb/serde_with/releases\">serde_with's\nreleases</a>.</em></p>\n<blockquote>\n<h2>serde_with v3.21.0</h2>\n<h3>Security</h3>\n<ul>\n[…]\ne](https://github.com/Jij-Inc/ommx/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump serde_with from 3.20.0 to 3.21.0 (#1108)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-16T04:24:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c30ac049dbcf318b564852a85bb17f7f450ee866",
          "body": "Closes #1089.\n\nPart of #1091.\n\n## Summary\n\n- keep Rust remote Artifact APIs on `ommx::Result` and retain an\nOMMX-owned `RemoteArtifactError` signal in the error chain\n- classify manifest absence, authentication, authorization, transport,\nand invalid remote responses without exposing `oci-client` or \n[…]\nerror policy and\nsource chain. Python callers receive stable exceptions through one\nbinding-owned conversion path, with local registry, CAS, and SQLite\nfailures left outside the remote classification.",
          "is_bot": false,
          "headline": "Expose typed errors for remote Artifact lookup (#1090)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-15T06:45:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f0d9dea0a1281cedf1e2a440267b052fbf7ae6be",
          "body": "## Summary\n\n- define exact forward Big-M semantics for Indicator inequalities and\nequalities, including bound-justified upper and lower side omission\n- model the SOS1 conversion plan with reused binary members, fresh\nselectors, optional zero-bound links, and checked selector isolation\n- prove same-s\n[…]\nds the independent Lean semantics for the algorithms\nimplemented by the SDK. Refinement from Rust mutations, floating-point\nbound evaluation, and committed proof histories remains outside this\nchange.",
          "is_bot": false,
          "headline": "Formalize Big-M transformation preservation (#1079)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-14T15:20:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "93609ecdd257b285a520f27ea04f1cbc4b542676",
          "body": "## Summary\n\n- add the public `VariableIDLike = int | DecisionVariable |\nAttachedDecisionVariable` type alias for APIs that consume only OMMX\nvariable identity\n- use `VariableIDLike` for one-hot, SOS1, and indicator constraint\nconstruction while retaining integer ID storage and getters\n- keep intrins\n[…]\ny\nuse a raw ID, a detached decision variable, or an attached decision\nvariable, and the enclosing instance remains responsible for validating\nexistence and structural requirements such as binary kind.",
          "is_bot": false,
          "headline": "Accept variable IDs and objects for structural constraints (#1078)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-14T10:44:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e6ae4e02084fe62656471271b5f1ed561eed5ac1",
          "body": "## Summary\n\n- add `Instance.minimize()` and `Instance.maximize()` constructors for\nincremental modeling\n- add `Instance.new_binary()` with automatic variable IDs and complete\n`ModelingLabel` support\n- return `ValueError` instead of a Rust panic when no larger automatic\nvariable ID can be assigned\n- \n[…]\nint()` accept `name`, `subscripts`,\n`parameters`, and `description`. Attached handles returned by these\nmethods can be used directly in expressions and expose their\nautomatically assigned numeric IDs.",
          "is_bot": false,
          "headline": "Add incremental Instance modeling API (#1077)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-14T10:15:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9479f66c02ea57a0bc8fdc2251856e90a8e7ce6a",
          "body": "…p (#1076)\n\nBumps the dependencies group with 1 update:\n[uuid](https://github.com/uuid-rs/uuid).\n\nUpdates `uuid` from 1.23.4 to 1.23.5\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/uuid-rs/uuid/releases\">uuid's\nreleases</a>.</em></p>\n<blockquote>\n<h2>v1.2\n[…]\n of the specified dependency and ignore\nconditions\n\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump uuid from 1.23.4 to 1.23.5 in the dependencies grou…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T14:31:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f1d306f574ad8d9e5090dbc27677b70ccbdab9a",
          "body": "Automated changes by\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\nGitHub action\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Start developing OMMX Python SDK 3.0.0b2 (#1075)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-13T08:38:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c09ab88cf890dd836bb4fd6a052762b5255f50a8",
          "body": "Automated changes by\n[create-pull-request](https://github.com/peter-evans/create-pull-request)\nGitHub action\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Start developing 3.0.0-beta.2 (#1074)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-13T08:31:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07e6488b4a27d56dd7258879e1e8236f61a511b7",
          "body": "## Summary\n\n- Promote the current English and Japanese Python SDK release-note\nentries into a dedicated 3.0.0 Beta 1 section and correct missing or\nissue-based provenance links.\n- Put breaking changes before new features in the Beta 1 notes, using\nmerge order within the category.\n- Reorganize the Ru\n[…]\nase and PR-based post-stable rules, order\nPython entries by Bug Fixes, Breaking Changes, and New Features, and\napply GitHub Release labels through the OMMX PR labeling workflow before\nwriting entries.",
          "is_bot": false,
          "headline": "Prepare Rust and Python SDK 3.0.0 beta.1 release notes (#1073)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-13T07:24:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "df5f768b49b91ba06eada9a84969c6e933567334",
          "body": "## Summary\n\n- detect the current Rust SDK prerelease channel in the release workflow\n- increment `alpha`, `beta`, and `rc` versions within the same channel\n- retain patch bumps for stable releases and fail explicitly for\nunsupported prerelease channels\n\n## Background\n\nThe release workflow always use\n[…]\nng development on `3.0.0-beta.2`.\n\nThis change derives the channel from the current `ommx` package version\nand passes it to `cargo set-version`, keeping prerelease development on\nthe intended channel.",
          "is_bot": false,
          "headline": "Preserve Rust prerelease channel after releases (#1072)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-13T04:06:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "53de182c4ef0eed400a152f6aae8db4f048e0134",
          "body": "Bumps [rand](https://github.com/rust-random/rand) from 0.8.6 to 0.8.7.\n<details>\n<summary>Changelog</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/rust-random/rand/blob/0.8.7/CHANGELOG.md\">rand's\nchangelog</a>.</em></p>\n<blockquote>\n<h2>[0.8.7] - 2026-07-02</h2>\n<h3>Fixes</h3>\n<ul>\n<li>Fi\n[…]\ne](https://github.com/Jij-Inc/ommx/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump rand from 0.8.6 to 0.8.7 (#1070)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T03:10:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "745d5be7faf880d471c52629ba9c4ab31230e6ea",
          "body": "This PR updates Python dependencies via `uv sync --upgrade`.\n\n## Updated files\n- `uv.lock` (main Python workspace)\n\n---\nAuto-generated by\n[update_dependencies.yml](https://github.com/Jij-Inc/ommx/blob/main/.github/workflows/update_dependencies.yml)\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update Python dependencies (#1069)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-13T01:04:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b6cec8a02dde0ecffc94f28d91c2abc1c191eb55",
          "body": "## Summary\n\n- add a standalone Lean 4 and Mathlib project with a versioned\nexact-rational model, normalization rules, denotation, witness schemas,\nand checker contracts\n- implement executable Farkas implication and infeasibility checking,\nactivity bounds, implied equality, exact bound replacement, a\n[…]\nlogging, the canonical snapshot bridge, trace replay, and\nruntime mutation remain future integration work\n\nImplements the independent semantics described in #1059.\n\nRelated to #1057, #1003, and #1024.",
          "is_bot": false,
          "headline": "Formalize independent proof-carrying reduction semantics in Lean (#1060)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-12T03:57:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "63efb6b13f668bf7c2fe67dd3531cd86f289ccb6",
          "body": "## Summary\n\n- add a distinct Experiment `Sampling` record for `Instance ->\nSampleSet` adapter calls, with independent IDs, lifecycle status,\nfailure records, and typed output access\n- persist `Run.samplings` separately from `Run.solves`, validate their\noutput media types independently, and expose sa\n[…]\nhen the returned\n`SampleSet` contains no feasible samples. Failed sampler calls remain\nidentifiable as Sampling records because their operation kind no longer\ndepends on an output layer.\n\nCloses #1019",
          "is_bot": false,
          "headline": "Add Experiment Sampling records (#1055)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-11T17:50:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fee0b4d9f1db3a0f40486b828276000d0c335260",
          "body": "## Summary\n\n- treat legacy v1 `ConstraintHints` as advisory metadata during\n`Instance` and `ParametricInstance` deserialization\n- preserve active and removed regular constraints, their contexts, and\nthe caller's capability boundary\n- stop unverified OneHot/SOS1 promotion and remove the obsolete priv\n[…]\nROOT`\n- `cargo clippy -p ommx --all-targets -- -D warnings -A\nclippy::needless_question_mark -A clippy::explicit_counter_loop`\n- `task rust:doc:check`\n- `git diff --check`\n\n## Tracking\n\nPart of #1057.",
          "is_bot": false,
          "headline": "Harden legacy ConstraintHints deserialization (#1058)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-11T17:41:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7a2c808f84a9a35ba0d0ee4c71ccf03d2e93f5f2",
          "body": "## Summary\n\n- add reader-backed Local Registry blob writes that compute digest and\nsize while streaming into the CAS\n- preserve the no-temporary-file fast path when byte slices already\nexist in the CAS\n- keep streaming temp payloads private until publication and preserve\nnormal CAS file semantics on\n[…]\ne.\n\n## Scope\n\nThis implements the transparent-compression and streaming-write parts of\n#1018. Lazy attachment reads that decompress while loading, and partial\nremote pulls, remain separate follow-ups.",
          "is_bot": false,
          "headline": "Add transparent compression and streaming attachment writes (#1054)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-11T17:26:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "8dbd2f68ddc1c57a336a69611acfd1c9dc846f54",
          "body": "## Summary\n\n- Add `ommx size <IMAGE_NAMES>...` for reporting the logical size of one\nor more local Artifact or Experiment refs.\n- Represent each `ArtifactRefRecord` as an immutable, digest-validated\nsnapshot with read-only getters, deriving artifact type, config digest,\nand annotations from its `Ima\n[…]\nw much data is\ndirectly described by an individual image ref. Because CAS blobs can be\nshared across refs, the command reports a per-ref logical size rather\nthan an additive physical disk-usage total.",
          "is_bot": false,
          "headline": "Add Artifact referenced blob size command (#1056)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-11T07:17:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "75b2e66b863ff8fc39b103730ad2be9128083406",
          "body": "## Summary\n\n- add public Rust and Python APIs for removing and restoring Local\nRegistry image refs while preserving content-addressed data\n- add `ommx rm <ref>`, print a copyable rollback command after each\ndeletion, and explain that unreferenced data remains until a separate GC\npass removes it afte\n[…]\nmplete, digest-verified\nclosure from the Local Registry CAS and never replaces a conflicting\ncurrent ref. A deleting GC pass cannot sweep that closure between\nvalidation and publication.\n\nCloses #1017",
          "is_bot": false,
          "headline": "Add Local Registry ref cleanup APIs (#1053)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-10T15:43:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "98bd275ca71f998feccc8f45c8016dfed524dd9c",
          "body": "## Summary\n\n- add runtime autosave policies for every Run close, every N Runs,\nminimum intervals, and disabled Run-close checkpoints\n- expose the policy through the Rust and Python Experiment APIs while\npreserving explicit failed and interrupted checkpoints\n- rate-limit minimum-interval attempts bef\n[…]\nures do not create repeated orphan blobs\n- add deterministic CAS-write guardrails and update generated API\nreferences, stubs, English/Japanese user guides, and Rust/Python release\nnotes\n\nCloses #1022.",
          "is_bot": false,
          "headline": "Control Experiment autosave checkpoint frequency (#1052)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-10T11:17:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2d69a989d52133c4daad23c31bae0dec6d69975e",
          "body": "## Summary\n\n- add Rust `LocalRegistry::list_artifacts()` and Python\n`ommx.artifact.list_artifacts()` / `ArtifactRef` APIs for prefix-based\ndiscovery of OMMX Artifact refs\n- keep `LocalRegistry::list_experiments()` and Python\n`ommx.experiment.list_experiments()` / `ExperimentRef` as the\nExperiment-sp\n[…]\nment catalog\nworkflows described in Jij-Inc/ommx#1015.\n\nThis PR uses the dedicated `application/org.ommx.v1.experiment` OCI\nManifest `artifactType` introduced by #1033 as the Experiment\ndiscriminator.",
          "is_bot": false,
          "headline": "Add Artifact and Experiment listing cache (#1029)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-10T07:36:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b66b964789b13802334a124da21e06f0faca43d",
          "body": "…_encode (#1047)\n\n## Summary\n\n- Adds persistent Criterion/CodSpeed guardrails for\n`Instance::reduce_binary_power` and `Instance::log_encode` with\ndeterministic input shapes and explicit benchmark contracts.\n- Replaces `reduce_binary_power`'s whole-`Instance` rollback clone with\nan owner-level plan c\n[…]\nncy right-hand sides to #1051.\n- Does not expose a public Plan/Commit API and does not change #1027's\n`partial_evaluate` workstream.\n\n---------\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add benchmarks and fix clone overhead for reduce_binary_power and log…",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-10T07:07:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ff55d8ca669777fd1ee2587dffdf27107341f476",
          "body": "## Summary\n\n- Extend the private `PartialEvaluatePlan` for\n`Instance::partial_evaluate` to cover dependency-free,\nspecial-constraint-free regular shapes that have removed regular rows\nplus objective, active regular constraints, or named functions.\n- Preserve the fixed-values-only fast path when ther\n[…]\nrows only the\nremoved regular table while keeping state, objective, active regular\nconstraints, and named functions fixed, so a return to whole-`Instance`\ncloning appears as `O(C)` growth.\n\nRefs #1027",
          "is_bot": false,
          "headline": "Extend Instance partial_evaluate private Plan coverage (#1048)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-10T04:31:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "116f7bfc78ed8ad75c2b30cf5476d978183c8659",
          "body": "## Summary\n\n- Limit Rust CodSpeed builds to the `ommx` package without default\nfeatures, and build the Python extension as an optimized release wheel\nwith reusable Cargo and pip caches.\n- Classify benchmark families as persistent regression guardrails or\nmanual profiling diagnostics, with source-lev\n[…]\nime. Rust benchmarks avoid unused remote-artifact dependencies,\nwhile the Python job uses an optimized PyO3 wheel and language-level\ncaches so benchmark results come from release-equivalent artifacts.",
          "is_bot": false,
          "headline": "Reorganize benchmark guardrails and diagnostics (#1049)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-10T03:39:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd2aa05e4bf5f9339183391f041781b1d065ed08",
          "body": "## Summary\n\n- Store the Experiment run-parameter table layer as MessagePack instead\nof JSON.\n- Allow `Run.log_parameter` float values to preserve `NaN`, `+inf`, and\n`-inf` through committed Experiment artifacts.\n- Keep `run_parameters_df()` projecting those values as ordinary pandas\n`float64` cells,\n[…]\neing finalized. The run-parameter table\nnow has a `+msgpack` media type, so non-finite scalar observations are\nrepresented directly instead of via JSON workarounds or companion\ncolumns.\n\nCloses #1020.",
          "is_bot": false,
          "headline": "Store Experiment run parameters as MessagePack (#1043)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T13:06:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "07de4e0ebb586960c6fe25a8016d8610efba67fa",
          "body": "## Summary\n\n- Adds `Instance::into_partial_evaluated(self, state, atol) ->\nResult<Self>` as a consuming Rust API for partial evaluation.\n- Keeps `Evaluate::partial_evaluate(&mut self, ...)` atomic by retaining\nclone-backed fallback behavior for borrowed mutation.\n- Shares the non-fast-path implement\n[…]\nage so borrowed and consuming partial evaluation produce\nthe same successful rewrite, including the removed-only fast path.\n- Documents the new Rust SDK API in the 3.0.x release notes.\n\nPart of #1027.",
          "is_bot": false,
          "headline": "Add consuming Instance partial evaluation API (#1034)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T11:58:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f049db40bde9f0982ea4549ff9563ad1d72ac2af",
          "body": "## Summary\n\n- Add the `ommx-pr-labeling` skill for deciding GitHub Release labels on\nOMMX pull requests.\n- Define release-label rules for `rust`, `python`, `proto`,\n`documentation`, `bug`, `breaking change`, and `dependencies` from the\nactual PR diff and `.github/release.yml`.\n- Add UI metadata so t\n[…]\nkill keeps\nPR release labeling separate from issue triage and clarifies that SDK\nlabels should reflect public API or user-visible behavior changes, while\n`documentation` is reserved for docs-only PRs.",
          "is_bot": false,
          "headline": "Add OMMX PR labeling skill (#1041)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T11:46:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf8b0a6da0873b7526c9cdec94f00904f589b642",
          "body": "## Summary\n\n- add `application/org.ommx.v1.experiment` as the dedicated OCI Manifest\n`artifactType` for Experiment artifacts\n- write the Experiment artifact type from Experiment commit/checkpoint\npublishing and validate it before decoding the Experiment config on load\n- keep generic OMMX artifacts i\n[…]\nommx-1032-test-registry\ncargo test -p ommx --lib local_registry --quiet`\n- `cargo test -p ommx --lib --no-run --quiet`\n- `uv run pytest python/ommx-tests/tests/test_experiment.py`\n- `git diff --check`",
          "is_bot": false,
          "headline": "Add dedicated Experiment artifact media type (#1033)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T11:35:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b55f930326c74c736eb0ac95342e0e0c6e304b9a",
          "body": "## Summary\n\n- Adds a private removed-only/no-active-work fast path for\n`Instance::partial_evaluate`, using the shape measured in #1028.\n- Prepares incoming state values as an `Instance`-private plan,\nvalidates all incoming fixed-value effects before commit, and then\napplies them through the existing\n[…]\nion work, and named-function substitution work.\n- Covers removed-constraint restore semantics, atomic rejection of\nfixed-value conflicts, and tolerance-sensitive existing fixed values.\n\nPart of #1027.",
          "is_bot": false,
          "headline": "Add removed-only partial evaluation fast path (#1030)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T08:43:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e914d1439f6673e4f57a0647964696d9839dcbab",
          "body": "## Summary\n\nAdd a Codex skill for OMMX issue triage under\n`.agents/skills/ommx-issue-triage`.\n\nThe skill defines the repository issue-label model after the label\ncleanup, including the split between issue-management labels and PR\nrelease-note labels. It documents when to use `feature request`,\n`perf\n[…]\n\nor mutate Relationships through GraphQL because `gh issue view --json`\ndoes not expose them.\n\nThe PR adds the OpenAI agent metadata so the skill appears as \"OMMX\nIssue Triage\" in the agent interface.",
          "is_bot": false,
          "headline": "Add OMMX issue triage skill (#1025)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T08:22:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d94f3dd42b9d62f35ceb90fb3edb7a764996ef75",
          "body": "## Summary\n\n- Add `Instance::unary_encode` as a unary alternative to `log_encode`\nfor finite integer variables.\n- Guard unary encoding with a default Python `max_range=16`, while\nallowing callers to pass an explicit limit when the auxiliary-variable\ncost is intentional.\n- Make integer encoding bound\n[…]\nw integer ranges and keeps the existing QUBO/HUBO\ndriver defaults on log encoding. Python auto-encoding now routes through\nthe Rust bulk-first APIs and keeps rollback-on-error behavior.\n\nCloses #1009.",
          "is_bot": false,
          "headline": "Add unary integer encoding and bulk-first encoders (#1010)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T06:35:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "af121ff3d4216a68c350c632e0cd8e8ba02c1d6a",
          "body": "## Summary\n\nAdds a CodSpeed Criterion benchmark for `Instance::partial_evaluate`\nwith many regular constraints already stored in `removed_constraints`.\n\nThe benchmark fixture covers the presolve-shaped case from #1027 by\nbuilding `N` one-variable equality constraints, storing them as removed\nregular constraints, and fixing all `N` variables through\n`Instance::partial_evaluate` for `N = 1_000, 8_000, 32_000`.\n\nCloses #1027",
          "is_bot": false,
          "headline": "Add Instance partial evaluation removed-constraint benchmark (#1028)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T06:26:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54700df3a50dffed0aabd9a71daf4be662637bfb",
          "body": "## Summary\n\n- Add a `RemoteTransport` blob existence probe using OCI registry blob\nHEAD semantics.\n- Update `LocalArtifact::push` to check each config/layer descriptor\nbefore reading from the local registry and uploading, skipping blobs\nalready present remotely.\n- Keep manifest publishing unchanged \n[…]\ne still updated after\nblob handling.\n\n## Impact\n\nRepeated pushes of artifacts with shared config/layer blobs avoid\nredundant blob uploads while still surfacing unexpected HEAD failures.\n\nCloses #1021.",
          "is_bot": false,
          "headline": "Skip existing blobs during artifact push (#1026)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-09T05:06:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5a1bd02a8bb44d63530860fe1bed5227bd879bd1",
          "body": "## Summary\n\n- Add Rust SDK v3 migration guidance for reading existing `.ommx`\narchives through `LocalArtifactDyn::import_archive`, no-argument\n`DecisionVariable` convenience constructors, fallible\ncoefficient/function arithmetic, decision-variable role helpers, and\ndataset loader return shapes.\n- Up\n[…]\nream SDK v3 migrations direct\nreplacement examples for the gaps reported in #1012.\n\nCloses #1012.\n\n---------\n\nCo-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Document SDK v3 migration guide gaps (#1013)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-08T11:45:57Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "164e1d16eadeed6ecb5e56ba8f901ab352514aba",
          "body": "## Summary\n\n- Add `.agents/skills/proptest-arbitrary-review/SKILL.md`, a review\nskill for diffs that touch `Arbitrary` implementations, `*Parameters`\nstrategy types, or what a default strategy generates.\n- Wire it into the Review Perspectives section of `AGENTS.md`.\n\n## Rationale\n\nThe review of #101\n[…]\nctor, and hand-rolled ID allocation must match\nthe domain allocator's semantics.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add proptest-arbitrary-review skill (#1023)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-08T11:35:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "823a4f29fab1c506a2343f32b37b3292bcce2409",
          "body": "## Summary\n\n- Split `Instance` arbitrary generation into explicit `FullV3` and\n`RegularOnly` spaces.\n- Make default `InstanceParameters` exercise the broader V3 structure,\nincluding active and removed regular, indicator, one-hot, and SOS1\nconstraints; fixed and dependent variables; sidecars; metadat\n[…]\nrrent\nV3 domain more directly, while format-specific or algebraically narrower\nproperties request the subspace they actually require.\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Split Instance arbitrary spaces (#1014)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-08T11:28:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ea371f897a5bbedc5f945d63ff8e088a64202fb",
          "body": "## Summary\n\n- Add compact context-aware summaries for `Instance` and\n`ParametricInstance` in the Rust SDK, including `Display` and\n`format_summary`.\n- Wire Python `str(instance)` and `repr(instance)` to the same bounded\nsummary so objectives, constraints, special constraints, and named\nfunctions res\n[…]\ngets so duplicate labels and large models remain\nreadable.\n- Refresh generated Python API metadata, stubs, release notes, and\nsnapshot coverage for the new print output.\n\n## Related Issue\n\nCloses #408",
          "is_bot": false,
          "headline": "Add context-aware instance summaries (#1011)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-07T09:11:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "27bc9f31fd9685a04774efc138bc3fc7af3a265a",
          "body": "## Summary\n\n- Add Rust SDK context-aware `Function` formatting APIs on `Instance`\nand `ParametricInstance`, including output budget options and formatting\nmetadata.\n- Preserve the existing context-free `Function` display while resolving\nmodeling labels, subscripts, and parameters through the owning \n[…]\nview budgets.\n- `ParametricInstance` formatting requires each referenced ID to resolve\nas exactly one of a decision variable or a parameter.\n- HTML previews escape user-origin labels before rendering.",
          "is_bot": false,
          "headline": "Add context-aware function formatting (#1004)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-06T13:12:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "79de7ad666b25c0ac7677d596d8f307d4c55f4b6",
          "body": "## Summary\n\nUpdates the Rust `pull_artifact` example to use the current\n`LocalRegistry::pull_image` method API.\n\n## Details\n\nThe example still imported a removed `local_registry::pull_image` free\nfunction. Remote artifact pulls now live on `LocalRegistry`, so the\nexample failed to compile when checked directly. The import is\nsimplified and the pull call now uses\n`registry.pull_image(&image_name)?`.\n\nFixes #1006.",
          "is_bot": false,
          "headline": "Fix pull_artifact example API usage (#1008)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-06T12:55:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d7c18ec43b139c5797b815aec46f5a7f89b7850",
          "body": "Bumps [cmov](https://github.com/RustCrypto/utils) from 0.5.3 to 0.5.4.\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhref=\"https://github.com/RustCrypto/utils/commit/5c7e4f9bb31af81bf766360e836b6d633b84dbff\"><code>5c7e4f9</code></a>\ncmov v0.5.4 (<a\nhref=\"https://redirect.github.com/RustCrypto/uti\n[…]\n>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Toshiki Teramura <toshiki.teramura@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump cmov from 0.5.3 to 0.5.4 (#1000)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T07:22:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7f93cab4d161e32fd7159c8450ab4a20bc36325",
          "body": null,
          "is_bot": false,
          "headline": "Start OMMX SDK V3 Beta stage (#1001)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-06T07:15:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32751b2e93638a17d01d8fa699ded58ee20675d2",
          "body": "## Summary\n\n- Remove the workspace-wide release-profile debuginfo setting so\nordinary Rust release builds and CLI release assets use Cargo's default\nrelease profile.\n- Keep release debuginfo only for the CodSpeed Python benchmark wheel\nbuild so Rust/PyO3 frames remain useful in Python FFI flame grap\n[…]\n CodSpeed path\nis the remaining place where Rust debuginfo is intentionally useful,\nbecause the benchmark runs through the PyO3 extension and CodSpeed can\nsurface the Rust-side frames in flame graphs.",
          "is_bot": false,
          "headline": "Scope release debuginfo to CodSpeed Python benchmarks (#999)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-06T06:54:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2c31df5529472ba029d859b18625a1e1f82a84c5",
          "body": "## Summary\n\n- Split the Rust SDK release note page into a release-line index and a\ndedicated 3.0.x page.\n- Move the existing 3.0 redesign overview into\n`crate::doc::release_note::v3_0`.\n- Add a 3.0.x updates section for future alpha, patch, beta, and\nrelease-candidate notes.\n- Point the migration gu\n[…]\n::release_note` as the stable Rustdoc entry point\nwhile giving each minor release line its own page, so future 3.1+\nrelease notes can be added without extending the 3.0 redesign document\nindefinitely.",
          "is_bot": false,
          "headline": "Reorganize Rust SDK release notes by release line (#993)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-06T06:46:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1a2a6ec829ca14d453d225d27999ddd7a4301baa",
          "body": "…995)\n\n## Summary\n\nRestructures the two Rust review skills under `.agents/skills/` around a\nmore effective review methodology: review generated artifacts instead of\neye-scanning diffs, demand evidence instead of prose reasoning, use\nrust-analyzer for the semantic questions text search cannot answer,\n[…]\ning on its own,\nand prefer proposing enforcement over prose warnings.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make Rust review skills artifact-driven with evidence requirements (#…",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-06T06:26:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "172395248da6c1b057f042d7552e26bb781c7e04",
          "body": "This PR updates Python dependencies via `uv sync --upgrade`.\n\n## Updated files\n- `uv.lock` (main Python workspace)\n\n---\nAuto-generated by\n[update_dependencies.yml](https://github.com/Jij-Inc/ommx/blob/main/.github/workflows/update_dependencies.yml)\n\nCo-authored-by: termoshtt <1238153+termoshtt@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update Python dependencies (#997)",
          "author_name": "tokenprovider-ommx[bot]",
          "author_login": "tokenprovider-ommx[bot]",
          "committed_at": "2026-07-06T01:13:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "67c21729588e8634090856b207f7ff56ba8912bf",
          "body": "## Summary\n\n- Promote the current Python SDK 3.0.0a8 release note contents from\n`Unreleased` into a dedicated Alpha 8 section.\n- Add the Python SDK 3.0.0a8 GitHub release badge and correct the\nmetadata setter entry to point to PR #975.\n- Add concise entries for top-level `ommx` imports, coefficient\n\n[…]\nprogress-history change\ndocumented under Alpha 8.\n\n## Impact\n\nThis gives Python SDK users a release note section that matches the\n3.0.0a8 package and separates the a8 changes from earlier alpha notes.",
          "is_bot": false,
          "headline": "Organize Python 3.0.0a8 release notes (#991)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-03T12:41:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "36a62c9507be2de5deb0b647acc62fe5dcf93b7b",
          "body": "## Summary\n\n- Add explicit Python SDK protobuf bytes APIs: `to_v1_bytes()` /\n`from_v1_bytes(...)` for v1 payloads and `to_v2_bytes()` /\n`from_v2_bytes(...)` for v2 top-level roots, including generated stubs\nand API reference data.\n- Remove the old unversioned Python `to_bytes()` / `from_bytes(...)`\n\n[…]\n root reads, Experiment solve payload\nstorage, and generic typed attachment decoding.\n- Update Rust and Python SDK release notes for the new v2 storage and\nbytes boundaries.\n\nCloses #987.\nCloses #988.",
          "is_bot": false,
          "headline": "Add versioned bytes and v2 artifact boundaries (#989)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-03T11:51:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6384e8a1d0926825cce6ba2b9eaa160ce7129761",
          "body": "…alBase arithmetic (#990)\n\n## Why\n\nProfiling JijModeling's compiler (which lowers models to OMMX by folding\nper-element terms into `Function`s and multiplying functions for\nquadratic\nobjectives) attributed the dominant conversion cost to `ommx`'s\npolynomial\narithmetic: monomial-map rehash-and-grow c\n[…]\n on `main`).\n* `cargo fmt --all --check`, `cargo doc --no-deps -p ommx` — clean.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "perf: avoid Polynomial round-trips and rehashing in Function/Polynomi…",
          "author_name": "Hiromi Ishii",
          "author_login": "konn",
          "committed_at": "2026-07-03T07:15:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "83c612b8609c40e30ab702c26a3db910b0122f64",
          "body": "Part of #958.\n\n## Summary\n\nThis PR removes `SPECIAL_CONSTRAINTS_V3.md`, the temporary design\nproposal for the special-constraint protobuf redesign.\n\nThe durable decisions from that proposal have moved into the tracked v2\nprotobuf workstream:\n\n- #982 landed the `ommx.v2` top-level schema shape and ro\n[…]\n.\n\nThe repository should no longer keep the stale proposal document,\nespecially because it still describes the earlier `ommx.v1 +\nformat_version = 1` direction rather than the merged `ommx.v2` design.",
          "is_bot": false,
          "headline": "Remove temporary special-constraints proposal (#986)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-03T06:36:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "718737160c513a59223cddeafc16fd7bce1d6fd8",
          "body": "## Summary\n\nPart of #958.\n\nThis PR completes Rust-side OMMX v2 protobuf round-trip support for the\nnormalized SDK roots.\n\nIt adds:\n\n- v2 byte encoders and decoders for `Instance`, `ParametricInstance`,\n`Solution`, and `SampleSet`\n- v2 parse paths that rebuild normalized decision-variable, parameter,\n[…]\ng\n\nThe v2 serializer remains infallible from normalized Rust SDK data. The\ndecoder is fallible because protobuf payloads are an external boundary\nand can violate table, collection, or root invariants.",
          "is_bot": false,
          "headline": "Add OMMX v2 protobuf round-trip support (#984)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-03T06:13:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d7c13252c60cd8130304b980a1e9a69867ae8017",
          "body": "Part of #958.\n\n## Summary\n\nThis PR adds write-only Rust SDK serialization support for the new\n`ommx.v2` top-level roots.\n\nIt implements `From` conversions from the normalized Rust SDK domain\nobjects into generated `crate::v2::*` protobuf messages for:\n\n- `Instance`\n- `ParametricInstance`\n- `Solution\n[…]\ne write-only v2 serialization\nentry point.\n\n## Follow-up\n\nThe next PR should implement v2 deserialization and then decide when the\ndefault `to_bytes()` / `from_bytes()` path should move from v1 to v2.",
          "is_bot": false,
          "headline": "Add ommx.v2 serialization conversions (#983)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-02T07:54:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c73e3abe35ac63c521d54bd0c727f5a4bff4e435",
          "body": "## Summary\n\nThis PR adds the first full `ommx.v2` top-level protobuf schema shape.\n\n- Adds v2 shared components for `Feature` and `ModelingLabel`, while\nkeeping constraint-specific sidecars (`ConstraintContext`,\n`RemovedReason`, and `Provenance`) with the v2 constraint schema.\n- Adds normalized v2 o\n[…]\nc/ommx.v2.rs`.\n\nThis intentionally does not implement Rust parse/write conversion or\nArtifact media-type routing yet. Those should land root-by-root after\nthis schema boundary is reviewed.\n\nRefs #958.",
          "is_bot": false,
          "headline": "Add ommx.v2 top-level protobuf schema (#982)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-02T05:00:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bfe3965f81ff4623c3a75a0c3c89c132e4955120",
          "body": "## Summary\n\nThis adds binary-install support for the OMMX CLI requested in #544.\n\n- Adds `package.metadata.binstall` to the `ommx` crate so `cargo\nbinstall ommx` resolves official Rust SDK release assets under the\nexisting `rust-{version}` tags.\n- Extends the Rust release workflow to build prebuilt \n[…]\nnamed `ommx-{target}.tgz` for Linux and Apple\nSilicon macOS targets and `ommx-x86_64-pc-windows-msvc.zip` for Windows,\nwith the binary at the archive root to match the binstall metadata.\n\nCloses #544.",
          "is_bot": false,
          "headline": "Add cargo-binstall support for OMMX CLI (#981)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-01T12:11:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c4d9d295f57b1c291162cf4dcaf6c7de36c5042f",
          "body": "## Summary\n\nThis PR adds the first protobuf v2 generation scaffold for the upcoming\n`ommx.v2` wire-format work.\n\n- Adds `proto/ommx/v2/named_function.proto` as a minimal v2 message that\nreferences the existing `ommx.v1.Function` leaf schema.\n- Generates `rust/ommx/src/ommx.v2.rs`, confirming the Rus\n[…]\n roots, parse/write\nimplementation, or Artifact media types yet. It only establishes the\ngeneration/module boundary and compatibility guard needed before the\nfull schema work.\n\nRefs #958.\nCloses #409.",
          "is_bot": false,
          "headline": "Add protobuf v2 generation and breaking checks (#980)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-01T11:23:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a428b06ecc221df46d4d17c6fc26d13d3d4c4e67",
          "body": "Closes #977.\n\nThis moves the public Python SDK domain API from `ommx.v1` to top-level\n`ommx`, keeping `_ommx_rust` as the internal PyO3 extension module. The\ngenerated top-level `ommx` package now re-exports the public Rust-backed\nclasses, enums, and ATol helpers, while `ommx.v1` raises an import-ti\n[…]\nigration guide, API index, release notes, and\ntutorial/user-guide examples have been updated to describe `ommx.v1` as\nthe protobuf wire namespace and top-level `ommx` as the Python SDK\nimport surface.",
          "is_bot": false,
          "headline": "Move Python SDK exports to top-level ommx (#979)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-01T10:29:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cc9d83f714d8bcf6aafcff5df7b3f0e905dcd1f0",
          "body": "## Summary\n\nCloses #974.\n\nThis closes Rust SDK ownership-boundary escape hatches where callers\ncould split table or collection owners into raw rows and sidecars, then\nreconstruct or rewrite them outside the owner boundary.\n\n- Removes public `into_parts` APIs from parameter, named-function, and\nconst\n[…]\nly collection/table\naccessors instead of raw owner splits. Protobuf conversion and root\nevaluation/conversion flows remain supported, with row sidecars\npreserved by their owning tables or collections.",
          "is_bot": false,
          "headline": "Close Rust SDK raw split ownership boundaries (#976)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-01T07:00:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7dc1b46b65fbefcfc6bdf9745da396b7b4531428",
          "body": "## Summary\n\n- Move the Python SDK migration guides into Sphinx as separate v2-to-v3\nand v1-to-v2 pages for both English and Japanese docs.\n- Link the split pages directly from the English and Japanese docs\nnavigation, and keep the repository-root guide as a redirect stub to the\nSphinx pages.\n- Fully\n[…]\nrences to point at the split\nmigration guide pages.\n\n## Context\n\nPart of #977. This PR prepares the Sphinx-hosted migration-guide\nstructure before the Python SDK v3 namespace migration work continues.",
          "is_bot": false,
          "headline": "Add split Python SDK migration guides to Sphinx (#978)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-01T06:52:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4bd8db04de0371f48955810559fcf454ee36d536",
          "body": "## Summary\n\nFixes #851.\n\nThis normalizes Python metadata setter naming so replacement operations\nuse `set_*`, while append and merge operations use `add_*`.\n\n## What Changed\n\n- Removed replacing aliases `add_name` and `add_description` from\n`Constraint` and `AttachedX` handles.\n- Changed `add_parame\n[…]\nce `add_name(...)` and `add_description(...)` with\n`set_name(...)` and `set_description(...)`. Code that used\n`add_parameters(...)` expecting full replacement should use\n`set_parameters(...)` instead.",
          "is_bot": false,
          "headline": "Normalize metadata setter names (#975)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-07-01T06:04:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1f1c9b3daa1efe1fd1c2b2b9b86cbdf2fb8b32d2",
          "body": "## Summary\n\n- Treat dependent-variable values passed to `Instance::partial_evaluate`\nas consistency assertions when the dependency RHS can be evaluated from\nnormalized fixed values.\n- Normalize dependencies whose RHS becomes constant into the created\ndecision-variable table's fixed-value column and remove those\nassignments.\n- Cover the Rust and Python public behavior, including unverifiable\ndependent-key assertions.\n\nFixes #963.",
          "is_bot": false,
          "headline": "Normalize dependent-variable partial evaluation (#973)",
          "author_name": "Toshiki Teramura",
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          "body": "## Summary\n\n- Replace broad crate-internal `ConstraintCollection` map mutation with\noperation-level row effects owned by the collection: context updates for\nowned IDs, active-row rewrites, lifecycle-preserving replacement, fresh\ninsertion with context, and restore through host normalization.\n- Route\n[…]\nst ownership model on `Instance`,\n`ParametricInstance`, the affected table/collection Rustdocs, migration\nnotes, release notes, and the project skills used for future\naccess-scope design.\n\nFixes #970.",
          "is_bot": false,
          "headline": "Align table mutations with Instance-owned operations (#971)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
          "committed_at": "2026-06-30T12:13:42Z",
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          "body": "## Summary\n\nThis PR broadens internal `LogicalMemoryProfile` coverage so ordinary\nlocal Rust data shapes can derive profiling instead of carrying bespoke\nhand-written impls.\n\nThe `LogicalMemoryProfile` derive now follows more Rust type structure\ndirectly: named structs delegate to `Type.field`, tupl\n[…]\n less likely to drift when fields are added.\nShared-pointer types such as `Rc` and `Arc` are intentionally left\nwithout blanket impls because they need explicit ownership and\nde-duplication semantics.",
          "is_bot": false,
          "headline": "Broaden LogicalMemoryProfile derive coverage (#972)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
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          "oid": "81655fbfdccf8db5ecdffba97a0739675f37d441",
          "body": "Summary\n- Introduce `DecisionVariableTable<Stage>` as the owner for\ndecision-variable rows, modeling labels, and stage-specific sidecar\ncolumns.\n- Move `Instance`, `ParametricInstance`, `Solution`, and `SampleSet`\nonto the table owner while preserving existing row-map and label-store\naccessors.\n- Ke\n[…]\nion joins rows with labels and fixed/sample\nvalues through the table owner so serialization does not split sidecars\ninto competing sources of truth.\n\nPart of https://github.com/Jij-Inc/ommx/issues/958",
          "is_bot": false,
          "headline": "Normalize decision-variable table ownership (#969)",
          "author_name": "Toshiki Teramura",
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          "body_truncated": true,
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          "oid": "3ac7b86975de1b8fff30568e487269eff2ab04f1",
          "body": "Bumps the dependencies group with 2 updates:\n[anyhow](https://github.com/dtolnay/anyhow) and\n[uuid](https://github.com/uuid-rs/uuid).\n\nUpdates `anyhow` from 1.0.102 to 1.0.103\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a\nhref=\"https://github.com/dtolnay/anyhow/releases\">anyhow's\n[…]\n>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Toshiki Teramura <toshiki.teramura@gmail.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump the dependencies group with 2 updates (#968)",
          "author_name": "dependabot[bot]",
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          "body": "## Summary\n\nPart of #958.\n\nThis normalizes Rust SDK parameter ownership for `ParametricInstance` by\nintroducing `ParameterTable` as the owner of the parameter ID set and\nparameter modeling labels. Parameters continue to use the shared\n`VariableID` namespace with decision variables; this intentionall\n[…]\nython API impact\n\nThe Python surface still exposes `Parameter` rows and `parameters_df()`\nby materializing legacy rows from the Rust table, so this is primarily a\nRust SDK ownership/API normalization.",
          "is_bot": false,
          "headline": "Normalize parameter table ownership (#967)",
          "author_name": "Toshiki Teramura",
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          "oid": "1dd22a62812aedf989d4fbd21c4e7b2921964f4f",
          "body": "## Summary\n\nPart of #958.\n\nThis PR normalizes Rust SDK named-function ownership so\n`NamedFunctionID` is owned by the enclosing top-level table, not by each\nrow.\n\n- Remove inline IDs from Rust `NamedFunction`, `EvaluatedNamedFunction`,\nand `SampledNamedFunction` row data.\n- Introduce `NamedFunctionTa\n[…]\nsion_variable_ids` present in the enclosing result object, and\nsampled constraints now receive the same used-variable validation before\n`SampleSet::get` creates unchecked per-sample `Solution` values.",
          "is_bot": false,
          "headline": "Normalize named function table ownership (#964)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
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          "body": "Bumps\n[opentelemetry_sdk](https://github.com/open-telemetry/opentelemetry-rust)\nfrom 0.32.0 to 0.32.1.\n<details>\n<summary>Commits</summary>\n<ul>\n<li><a\nhref=\"https://github.com/open-telemetry/opentelemetry-rust/commit/74cb6f3a4129bf11fa3191f28d38c518c4ec4ae6\"><code>74cb6f3</code></a>\nchore: Release \n[…]\ne](https://github.com/Jij-Inc/ommx/network/alerts).\n\n</details>\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Bump opentelemetry_sdk from 0.32.0 to 0.32.1 (#966)",
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          "is_bot": true,
          "headline": "chore(deps): update Python dependencies (#965)",
          "author_name": "tokenprovider-ommx[bot]",
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          "body": "## Summary\n\nPart of #958.\n\nThis PR normalizes the Rust SDK decision-variable representation so the\nowning table is the single source of truth for `VariableID`.\n\n- Remove inline IDs from Rust `DecisionVariable`,\n`EvaluatedDecisionVariable`, and `SampledDecisionVariable` row data.\n- Keep IDs on `Insta\n[…]\nvariant.\nConstruction and bound mutation still require an explicit `ATol`, so\ncallers choose the tolerance at the boundary instead of silently falling\nback to a default in the public Rust constructor.",
          "is_bot": false,
          "headline": "Normalize decision variable table ownership (#960)",
          "author_name": "Toshiki Teramura",
          "author_login": "termoshtt",
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          "body": "## Summary\n\n- Reject `Instance::partial_evaluate` states that try to fix a dependent\ndecision variable.\n- Return before writing root-owned fixed values, preserving\n`partial_evaluate` atomicity on invalid input.\n- Add Rust and Python SDK regression coverage for the fixed/dependent\nrole partition.\n\n##\n[…]\ntant RHS while keeping `y` dependent.\n`partial_evaluate({y: 4})` and even the redundant consistent state\n`partial_evaluate({x: 2, y: 4})` are rejected because they try to fix\nthe dependent key itself.",
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          "headline": "Reject dependent variable fixes in partial evaluation (#962)",
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          "is_bot": false,
          "headline": "Clarify review guidance and release note scope for OMMX skills (#961)",
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          "headline": "Move fixed decision-variable values to instance state (#959)",
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          "headline": "Normalize label and constraint-context ownership (#957)",
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                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "followers": 39,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Jij-Inc",
              "public_repos": 35,
              "account_age_days": 2289
            },
            "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": "39 followers of Jij-Inc",
                "points": 11.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 39,
                      "login": "Jij-Inc"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "35 public repos, account ~6 yr old",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 35
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "packages": [
                "ommx",
                "dataset",
                "protogen",
                "ommx",
                "ommx-derive"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": true,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "5 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 5,
                      "ecosystems": "crates, 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": "95 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 95
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "dataset: deprecated/yanked on the registry",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "package_deprecated",
                    "params": {
                      "name": "dataset"
                    }
                  }
                ],
                "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": 90,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": true,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "9 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 6.4,
                "status": "met",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "29 out of 29 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": 90,
            "inputs": {
              "topics": [
                "mathematical-programming",
                "optimization",
                "ommx"
              ],
              "has_wiki": false,
              "homepage": "https://jij-inc-ommx.readthedocs-hosted.com/en/latest/",
              "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://jij-inc-ommx.readthedocs-hosted.com/en/latest/",
                "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": "3 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 59,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.8
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "29 out of 29 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/22 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 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 run on all commits",
                "points": 5,
                "status": "met",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "16 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 725 resolved dependencies against OSV; 22 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 725
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 22
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "osv",
              "advisories": 24,
              "affected_packages": 12,
              "assessed_packages": 725,
              "unassessed_packages": 22,
              "affected_by_severity": "critical 1, high 3, low 1, unknown 7",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: pyarrow 22.0.0 (high 7.0), pyo3 0.27.2 (high 7.5)",
                "points": 11.9,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "pyarrow 22.0.0 (high 7.0), pyo3 0.27.2 (high 7.5)"
                    }
                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 160 days ago",
                "points": 34,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 160
                    }
                  }
                ],
                "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": 725,
              "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": 13
            },
            "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": "excellent",
        "name": "AI Readiness",
        "value": 88,
        "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": 0.988,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                "AGENTS.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 9358
            },
            "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"
                    }
                  }
                ],
                "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": "80 of 81 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 80,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Taskfile.yml",
                "docs/en/Taskfile.yml",
                "docs/ja/Taskfile.yml",
                "lean/Taskfile.yml",
                "proto/Taskfile.yml",
                "python/Taskfile.yml",
                "python/ommx-highs-adapter/Taskfile.yml",
                "python/ommx-openjij-adapter/Taskfile.yml",
                "python/ommx-pyscipopt-adapter/Taskfile.yml",
                "python/ommx-python-mip-adapter/Taskfile.yml",
                "python/ommx/Taskfile.yml",
                "rust/Taskfile.yml"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "python/ommx/ommx/py.typed",
                "rust/ommx-pyo3-bridge/fixture/pyrightconfig.json"
              ],
              "agent_commit_share": 0.06,
              "toolchain_manifests": [
                "Cargo.toml",
                "python/ommx/Cargo.toml",
                "rust/dataset/Cargo.toml",
                "rust/ommx-derive/Cargo.toml",
                "rust/ommx-pyo3-bridge/Cargo.toml",
                "rust/ommx-pyo3-bridge/fixture/Cargo.toml",
                "rust/ommx/Cargo.toml",
                "rust/protogen/Cargo.toml"
              ],
              "dependency_bot_commit_share": 0.11
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Taskfile.yml, docs/en/Taskfile.yml, docs/ja/Taskfile.yml, lean/Taskfile.yml, proto/Taskfile.yml, python/Taskfile.yml, python/ommx-highs-adapter/Taskfile.yml, python/ommx-openjij-adapter/Taskfile.yml, python/ommx-pyscipopt-adapter/Taskfile.yml, python/ommx-python-mip-adapter/Taskfile.yml, python/ommx/Taskfile.yml, rust/Taskfile.yml",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Taskfile.yml, docs/en/Taskfile.yml, docs/ja/Taskfile.yml, lean/Taskfile.yml, proto/Taskfile.yml, python/Taskfile.yml, python/ommx-highs-adapter/Taskfile.yml, python/ommx-openjij-adapter/Taskfile.yml, python/ommx-pyscipopt-adapter/Taskfile.yml, python/ommx-python-mip-adapter/Taskfile.yml, python/ommx/Taskfile.yml, rust/Taskfile.yml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
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