ksugahar/Radia має індекс здоров’я 53 зі 100, що відповідає смузі «Помірний». Найвищий показник — Vitality (83/100), найнижчий — Community & Adoption (17/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконує один учасник.
53
загалом / 100
Помірний
Індекс здоров'я програмного забезпечення
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
53
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
Придатні до запуску приклади — demos, examples, notebooks, samples
Використані вхідні дані
example_dirs
demos, examples, notebooks, samples
has_mcp_signal
так
api_schema_files
—
Ключові факти
10зірок GitHub
2контриб'юторів
3 924комітів за останні 12 місяців
0днів від останнього пушу
5релізів
1бас-фактор
0відкритих issue
PyPIпакетних екосистем
Попередження щодо збору даних
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Community profile unavailable
GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
deps.dev does not index pypi:radia@4.95.24; advisories assessed against the repository dependency graph instead
Докладніше
Історія зірок і форків 0 ★ / 2 ⇿
0Зірки
2Форки
3Релізи
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.
Мажорні 0Мінорні 1Патчі 0
OpenSSF Scorecard 5.1 / 10
5.1сукупно
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-28 03:59 UTC
Не вдалося зібрати розв'язаний набір залежностей для цього звіту: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [],
"is_fork": true,
"size_kb": 271522,
"has_wiki": true,
"homepage": null,
"languages": {
"C": 534310,
"C++": 7092426,
"TeX": 14672,
"GLSL": 9086,
"CMake": 45026,
"Shell": 4595,
"MATLAB": 1039014,
"Python": 37220717,
"Batchfile": 1544,
"JavaScript": 9659,
"PowerShell": 52922,
"Jupyter Notebook": 825299,
"Wolfram Language": 745277
},
"pushed_at": "2026-07-28T03:48:29Z",
"created_at": "2025-05-05T03:35:46Z",
"owner_type": "User",
"updated_at": "2026-07-28T03:29:09Z",
"description": "3D Magnetostatics Computer Code",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "main",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python",
"C++"
]
},
"owner": {
"blog": null,
"name": "Kengo Sugahara",
"type": "User",
"login": "ksugahar",
"company": "Kindai University",
"location": "Japan",
"followers": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/46441790?v=4",
"created_at": "2019-01-07T09:27:20Z",
"is_verified": null,
"public_repos": 3,
"account_age_days": 2758
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v4.95.23",
"kind": "patch",
"published_at": "2026-07-24T09:33:39Z"
},
{
"tag": "v4.95.22",
"kind": "patch",
"published_at": "2026-07-23T04:14:49Z"
},
{
"tag": "cubit-mesh-export-v0.3.0",
"kind": "other",
"published_at": "2026-04-06T21:15:02Z"
},
{
"tag": "v2.3.0",
"kind": "minor",
"published_at": "2026-02-22T08:17:14Z"
},
{
"tag": "binaries",
"kind": "other",
"published_at": "2026-02-18T16:09:50Z"
}
],
"recent_commits": [
{
"oid": "28987ce171820600c111c7f5694615d75203506e",
"body": null,
"is_bot": false,
"headline": "fix(peec): coexist with PyTorch MKL runtime",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-28T03:25:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "07e82a339c3f6d9ad0fd59e80a6fa42dfbbe0a91",
"body": null,
"is_bot": false,
"headline": "release: radia 4.95.24 and radia-mcp 1.4.20",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-28T02:55:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "77fc34a4b8696b55b86b128b733f8c6113666752",
"body": "… solve\n\nAdds the missing verification layer for the coupled HDiv-MMM x HCurl-VIM\nsystem (friction-1 of the topology-optimisation handover):\n\n1. independent block reconstruction [A_M K; K^H Z(s)] from the public\n parts (magnetic_operator / coupling / eddy_impedance / magnetic_rhs /\n eddy_rhs) mu\n[…]\nerged at\nrho = 1e-9 / 0.25 / 0.81 / 1.21 with the monolithic residual <= 6.6e-16\nthroughout. Full eddy-hybrid suite green (72 tests) alongside.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(vim): lock sequential weak coupling against the monolithic mixed…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-28T02:03:57Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "327ce4aa8905089c2c0dccf2576d0f6815ea7b98",
"body": "…ayer\n\nThe charge basis charged EVERY surface element as an exterior boundary\nface (single-sided sigma = M.n). On a conforming multi-region mesh\n(OCC Glue with a shared internal face) the internal surface elements\nformed a spurious charge sheet: uniform chi=100 on a two-region glued\nball read <Mz> \n[…]\n(uniform sanity band +\nphysical per-region void response). Impacted subset green: 48 tests\nacross all five dispatch paths and the solver level.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(vim): exclude internal material-interface faces from the charge l…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-28T01:45:39Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "bd199121a1cd47644e256645fad596bb4b5db417",
"body": "Record every restart of train_y_admittance_urn (restart index, seed, final\nloss, fit loss, active-basis count) in model.restart_summaries so\nmulti-start scatter -- the initial-condition-dependence evidence -- is\nsaved into result JSONs instead of living only in console output.\n(Implementation by cod\n[…]\nion: restore the accidentally merged\ntest_ideal_reactance_bases_are_pure_and_lossless function definition and\ndrop a dead restart_log variable.)\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): persist per-restart scatter on the trained model",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T06:56:56Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7c334ddf75e3713fda2572ca0b3e7b45d04a86e6",
"body": "…rors)\n\nSugahara proposal: the S-domain loss is nearly blind to Re(Z) wherever the\nresponse is reactance dominated, although Re spans ~7 decades on the PCB\ncoil. loss_mode=\"log_components\" fits log(Re Z) and arcsinh(Im Z / x0)\nindependently, so both components are matched in relative terms over the\n[…]\nomain RMSE\nremains the manuscript comparison metric.\n\nTests: exact residual values on known perturbations, and a training smoke\nin the new mode.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): log-component training loss (independent relative Re/Im er…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T06:24:18Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "03290c9c4dd53d9db4c638abf311e5be56e697d1",
"body": "Allows the voltage-divider (CLN single-stage) topology to use the\nresonance-rich 34-basis dictionary. Motivated by the stacked-series\nnegative result: summing sections of the same dictionary in Z adds no\nrepresentable directions once one section is at its local optimum\n(PCB/NL87 gains ~0), so the structural gain of the ladder comes from the\ndivider composition Z_even + (Z_odd || R), not from series addition.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): wire n_series_rlc through CLNPeelingConfig",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T06:16:27Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "cd8562be2b23e0a9c497363c9b9a39587567292f",
"body": "Sugahara direction: grow model capacity by stacking frozen Y-URN sections\ninstead of peeling residuals. train_stacked_y_urn adds one section at a\ntime; earlier sections are frozen and the new section is trained against\nthe raw measured response through the composition\n\n series: Z = sum_k 1/Y_k \n[…]\nxposed.\n\nTests: series/parallel stacked smoke with strict-passivity check and the\nmonotone stack RMSE log; near-short initial-contribution lock.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): frozen-stacked Y-URN sections trained on the raw measurement",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T05:53:00Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "80be4b410698326240d95fe5e2052d49fcc99854",
"body": "The dictionary initialisation is fully deterministic (log-grid tau,\nconstant gates, no randomness), so every restart of train_y_admittance_urn\nrepeated the identical run -- observed bit-identical losses across\nrestarts in the F-series dictionary experiments. Restarts beyond the\nfirst now jitter the\n[…]\n, reproducible via the per-restart manual_seed), turning n_restarts\ninto an actual multi-start search. Restart 0 and warm starts are\nunchanged.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(urn): perturb restarts of the deterministic Y-URN initialisation",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T05:44:07Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "f11bbd33df267bc1d3e6fca7027d9623204958d7",
"body": "…nce floor\n\nTwo review findings (Sugahara/codex 2026-07-27):\n\n1. The RMS basis normalisation was recomputed on whatever frequency grid was\n passed for evaluation, so the same gates described a slightly different\n circuit on a dense audit grid than on the training grid -- arbitrary-grid\n predic\n[…]\nsivity guarantee stronger\n than any sampled dense-grid audit. Default 0 keeps the legacy model.\n Locked by a lossless-only dictionary test.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(urn): training-grid-fixed basis normalisation + analytic conducta…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T05:42:20Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a17e96355a5f07130d202d5f98202e6daf26ad3f",
"body": "Direction change (Sugahara): stop stacking CLN stages and grow the single\npassive parallel dictionary instead -- the peeled residues are not\npositive-real, so deeper stages fit an unfittable target, while dictionary\ngrowth keeps the raw (positive-real) measurement as the target.\n\nThe CPE exponents a\n[…]\ne nonnegative gate carries the scale, Re(Y) = 0\n(lossless, marginally passive).\n\nTest: exact column values, losslessness, and parameter summary.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): ideal inductor/capacitor bases for the Y dictionary",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T05:27:31Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "df1f32a997e1e8cefbe03d667a7874625de3ed53",
"body": "Sugahara review: warm-starting only fixes the initial point; the real\ndefect was the objective swap -- stage n+1 trained against the peeled\nlocal tail (its own S-domain reference) while the network is judged on\nthe whole-ladder fit of the measured response. A stage could therefore\nimprove locally a\n[…]\n rule remains the\nbackstop.\n\nTest: two-stage smoke exercising the frozen-outer-chain composition with\nthe default global objective + warm start.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): through-ladder global objective for CLN pair training",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T05:08:29Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "fc721796609dc1708f7ef4048c3226c39f6519c7",
"body": "…ead branch\n\nThe stage n+1 composite seed used to refit the peeled tail from scratch,\nwhich discards the previous stage lookahead branch -- the one branch that\nwas optimised through the whole-ladder loss. On the PCB data that made the\nreplacement start worse than its predecessor (seed 5.6e-3 vs the\n[…]\nn stopping rule remains the backstop.\n\nTest: warm-started seed at 0 epochs reproduces the donor branch on a\ntarget with a different y_ref scale.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): warm-start the CLN composite seed from the previous lookah…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T05:00:53Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "57d3c6fb5c151417ccb93d67264ba7667fc88187",
"body": "…r CLN peeling\n\nSugahara direction: enumerate the 8 series-parallel two-terminal RLC\ntopologies and add the damped anti-resonance families the dictionary lacked.\nThe paper 22-basis set only carries the series-RLC (admittance-peak)\nresonator, so a self-resonant impedance peak such as the Sato PCB coi\n[…]\nrk.\n\nTests: 34 URN tests incl. 26-basis dictionary shape/passivity, the\ncoil-antiresonance admittance valley, and the recorded global-RMSE lock.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): anti-resonance bases + global degradation stopping rule fo…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T04:51:45Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "8ea53efb8eedbf0954341a96c4fa8131d865902f",
"body": "…wise trust region\n\nPromote the SA/RM-2026 attention-free URN work and harden the CLN peeling\nstage division:\n\n- y_admittance_urn: 22-basis Y-domain URN (S-domain Huber loss, output\n ablation); complex_smooth_l1 gains an optional per-sample weight.\n- cln_peeling_urn: paired even/odd CLN peeling R_n\n[…]\n\n- README + radia-mcp urn knowledge rewritten to the current paired-split\n API (the older start_domain description no longer matched the code).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(urn): attention-free Y-base URN + paired CLN peeling with stage-…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-27T04:16:31Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7ea4e7ffc9eb0455d2dec39f92687f62abfab9c9",
"body": null,
"is_bot": false,
"headline": "test(simulink): allow slower CI process startup",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T23:46:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7618f65521055d8428752e90b066524bc2e3cb2",
"body": "Extend the clebsch_hodograph knowledge topic with the field-plane\n(Chaplygin) design verification promoted to\nvalidation_test/clebsch_legendre/:\n\n- Legendre potential chi = H.r - Psi (coordinates = first derivatives)\n and the B-radial form that feeds measured mu_s(B) with no table\n inversion.\n- En\n[…]\nicard fakes a design error).\n- Honest scope: design direction on a known hodograph domain only; the\n analysis direction remains open research.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(electromagnet): record verified Chaplygin design direction",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T11:22:23Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "bce120ee6d6f3528b2c1febab7ee14bd00e445ad",
"body": "Promote the saturable hodograph design verification from scratch into\nvalidation_test/clebsch_legendre/ with golden bands and committed result\nsidecars.\n\n- verify_chi_modesum_solver.py: Legendre-potential (chi = H.r - Psi)\n mode-sum machinery vs closed forms. Radial solver rel err < 1e-5 at\n M=401\n[…]\ndates the DESIGN direction on a known hodograph domain; the\nanalysis direction (unknown hodograph image of a fixed pole) remains\nopen research.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(clebsch): verify Chaplygin field-plane design end-to-end",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T11:20:39Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "62b6605e601e3d2133760ed1fb7b538e8226062e",
"body": "Add to verified_recipe: the run-the-goldens-first debug workflow, and an\nexplicit HONEST LIMITS block so the measured claims are not extrapolated\npast their tested class:\n\n- both goldens use a direct solver; iterative solution of the MIXED A-Phi\n system (BDDC on fesA*fesV) is not locked by any gold\n[…]\nlved one\n- the goldens validate the FEM formulation layer only; CLN / Cauer-ladder\n extraction is a separate layer with its own open questions\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(mcp): state the honest limits of the A-Phi Kelvin goldens",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T11:08:19Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "b240392b50df244da44d520f12a0f4a9de7aae84",
"body": "…e-order lock\n\nExtends the A-Phi + Periodic Kelvin golden to the production configuration:\na coaxial circular filament loop (b=0.6 m, z0=0.5 m, I=1 kA) as a genuine\ndecaying Biot-Savart source - the coil + workpiece pattern. The solvers are\nimported from the uniform golden (now parameterized by A_s \n[…]\na debug-signature table (0.45% p-saturated = A-only; ~2% = curve 1;\n -33% = source dropped in kext; +33% = differentiated 0-form Convention B)\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(kelvin): reduced A-Phi with a real coil source at p=2 + the curv…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T10:47:12Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "c33723ab8efc8ce9bd7a1420884a3cf98ac1bcfe",
"body": "…lback / A-Phi results\n\nPromote the three 2026-07 Kelvin goldens into the docs layer as one executed,\nresult-bearing notebook, and register it in the MCP knowledge.\n\ndocs/kelvin/kelvin_exterior_source_and_aphi.ipynb (executed, 6/6 code cells,\n0 errors) re-runs the locked test modules live rather tha\n[…]\nthe notebook as the rendered walkthrough; module docs-map lists it\n- KELVIN_TRANSFORMATION.md 7.9: A-Phi p/h measured tables + notebook pointer\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(kelvin): executed notebook for the exterior-source / twisted-pul…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T10:27:54Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "41829df7cb0425755f53981fbb9272535951f65d",
"body": "…d's floor\n\nAnswers \"does the A-Phi Kelvin transformation work at p=2\" by measurement.\nConducting sphere (a/delta = 2) in a uniform AC field, analytic Smythe moment,\ntwo-sphere Periodic Kelvin, every verified_recipe element (nograds -> Periodic,\ngauge reg on non-Kelvin, bonus_intorder=4), one mesh, \n[…]\nmcp verified_recipe: new section \"p=2 and beyond: use A-Phi, not the\n plain A-method\" with the measured tables and the A-Phi weak-form snippet\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "test(kelvin): A-Phi + Periodic Kelvin golden at p=2 - and the A-metho…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-25T10:21:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "02691bfb638c7b2ceb9f0f542202e001b99ddb69",
"body": null,
"is_bot": false,
"headline": "fix(release): exclude backup binaries from uploads",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-24T08:41:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "18f4409198b4ec2f4870b792d7138d1eca79295b",
"body": null,
"is_bot": false,
"headline": "test(ih): record TEAM36 release validation",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-24T08:33:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a6de4ad034b435a2ffedb43928efb5203fc5204",
"body": null,
"is_bot": false,
"headline": "fix(release): exclude local native backups from wheels",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-24T08:21:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68390ee5e404fd32d1abdefdc2ee154406fb39b8",
"body": null,
"is_bot": false,
"headline": "feat(matlab): add native optimization and TEAM36 validation",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-24T08:16:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2dcf9899fd9b14a4d7caf0ad6cb47960313db4d1",
"body": null,
"is_bot": false,
"headline": "fix(matlab): isolate LTspice tests and refresh Simulink models",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T14:04:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "603bd69dfc3c88f9d944af3423b7266eacaacb72",
"body": null,
"is_bot": false,
"headline": "feat(matlab): finalize native IH and optimization release",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T13:25:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "723f783be34fcd5c9297142b9acc8d0d36a022fe",
"body": "… Convention B\n\nThe previous commit reported that the potential route overshoots the\nmagnetic-sphere golden by 4/3 and concluded that the 0-form and 1-form rules\nare irreconcilable. That conclusion was drawn from the wrong 0-form rule.\n\nForm DEGREE and orientation PARITY are independent axes. The ma\n[…]\n rather than\nsilently inherited.\n\nSource of the sign table: the lab note\nhttps://www.ele.kindai.ac.jp/laboratory/sugahara/elemag/geometry09.php\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix(kelvin): Omega_s DOES work - via the twisted 0-form pullback, not…",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T12:36:06Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "6c922423b714a6b2decefd997331cca43508bad5",
"body": "Add two new bug classes found while forward-verifying a saturable\nhodograph design with an independent nonlinear FEM, and record a\nrecurrence of an existing one.\n\n- numberspace-gauge-densifies-direct-solve: a NumberSpace mean-zero\n gauge puts a full row/column in the matrix, so the sparse direct\n \n[…]\nsame design matched to 0.3%. Severity raised to high\n because the failure mode is a wrong conclusion about another method,\n not a slow solve.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs(meta): catalog hodograph forward-verification bug patterns",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T12:36:05Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "1b3578e12c530c7a4b8899a66716c1568941ed8b",
"body": "The reduced-potential / T-Omega route had no way to carry a background\nPOTENTIAL into the Kelvin exterior: only the 1-form helper existed, and the\nT-Omega design note recorded the missing 0-form variant as a TODO. Nothing\nlocked what the exterior source is actually worth.\n\nAdd make_reduced_potential\n[…]\nSolver caveat\n- docs/kelvin/KELVIN_TRANSFORMATION.md: 2.3 straight-vs-twisted, 7.4 0-form\n variant, 7.6 B-1/B-0 split, 7.9 the measured golden\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(kelvin): 0-form Convention B + exterior-source golden (2/3 and 4/3)",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T12:36:05Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "98cbb4239a9f8ecfa5bd264fe96f0ad1eb45a64a",
"body": null,
"is_bot": false,
"headline": "fix(release): resolve source commit without git on CI",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T09:25:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0b6f481f047050d91c3a7ce98ee5b062100731a4",
"body": null,
"is_bot": false,
"headline": "feat(simulink): release native IH preview model",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T08:59:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "795fa5acec7bd87137954a6ff55c3b1a03ebf490",
"body": null,
"is_bot": false,
"headline": "docs(policy): define standalone MEX verification role",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T04:08:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6829676ca1f2deb0b13352c7c2de978c07751a66",
"body": null,
"is_bot": false,
"headline": "fix(ci): diagnose pre-push matrix stalls",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T03:33:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5dd773aa5a2599132fde968622b5aa5931552e6a",
"body": null,
"is_bot": false,
"headline": "fix(grant-writing): accept AI acceleration wording variant",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T03:13:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8b4b167bc04e766f24372e058b253d3e9b53e6fc",
"body": null,
"is_bot": false,
"headline": "test(simulink): add S-function diagnostics and vol preflight",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T03:06:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e06327d9f8c142444170f78f19239812bf563e8",
"body": null,
"is_bot": false,
"headline": "feat(simulink): add native IH S-functions and material QA",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-23T02:40:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9171be1ef1d7ab28c33e5d6a6b6c340062586443",
"body": null,
"is_bot": false,
"headline": "fix(ci): sync Simulink contract inventory",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-22T07:43:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "473ecf5e7a591d254a36aebacef731a527e81673",
"body": null,
"is_bot": false,
"headline": "release: Simulink applications and checked mesh artifacts",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-22T07:36:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3afc071ab728f9da2034ee359ffde4d7c88eb89b",
"body": "Co-Authored-By: Codex <noreply@openai.com>",
"is_bot": false,
"headline": "release: radia 4.95.21 and radia-mcp 1.4.17",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-21T12:10:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ebb405a86a21762b5e563bc45b04a8482287ae7",
"body": null,
"is_bot": false,
"headline": "feat(matlab): expand native MEX and Python parity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-21T12:07:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a784bfa71de160157551d6476b28eeec9c08ce1",
"body": null,
"is_bot": false,
"headline": "fix(mcp): keep acoustic server minimal-dependency safe",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T16:11:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3c2637ab9662abd7d6bab9f8d80ec6353f8588cd",
"body": "Make masked Simulink blocks the production human interface while retaining the IH notebook comparison path. Expand native MATLAB and HCurl topology support, add direct Python/MEX parity coverage, refresh MCP knowledge, and separate solver-backed validation from fast package tests.",
"is_bot": false,
"headline": "feat: ship Simulink applications and native MATLAB parity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T15:59:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "114641f735ba0cb871f7825febac464432344f18",
"body": null,
"is_bot": false,
"headline": "feat(matlab): add native HCurl topology optimization",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T15:02:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35620e7928f3529bf896a54e0b60eac5aca9c057",
"body": null,
"is_bot": false,
"headline": "Limit QUD cleanup to server processes",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T11:23:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "181c1d0476294d4375fc2e1c1e7ec0b0c4d92bcb",
"body": null,
"is_bot": false,
"headline": "Fix QUD console-script process cleanup",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T11:06:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c454bc7f178273fe87b6ca6d75cbc6c6bb8e224",
"body": null,
"is_bot": false,
"headline": "Complete the Python-free MATLAB MEX contract",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:46:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "30f8792b8692b4e504c4b1c99fa9dd09c4d9c933",
"body": null,
"is_bot": false,
"headline": "Harden motor v56 digest contracts",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a6683881a8ef69887dfcaa53c2c5ed9a84ee01c",
"body": null,
"is_bot": false,
"headline": "Teach motor v56 map and induction identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7a4afa8ec94fde85677084adb89a4c23b04b03f5",
"body": null,
"is_bot": false,
"headline": "Harden v56 identity geometry and input contracts",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d9e7abf155e4f5c70d3a93c9558816e455990332",
"body": null,
"is_bot": false,
"headline": "Teach FEMM v56 force and heat identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8fbb475dbc9912cca34704d09cbc3a1db11ff0b",
"body": null,
"is_bot": false,
"headline": "Teach build123d v56 geometry exchange identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ef138a1830fe3e4e63a0a799400352d7bce28825",
"body": null,
"is_bot": false,
"headline": "Teach Coreform v56 volume and replay identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e674ceaf3e7a81f9b79d3fa93321e478ea3a1f40",
"body": null,
"is_bot": false,
"headline": "Teach multiphysics v56 modal and thermal identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "70e1da316cde681e9a4391ba49e434173506b7cf",
"body": null,
"is_bot": false,
"headline": "Harden newly added v55 digest contracts",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "048f1e6d67e069f19a460416d24a3a747b713daf",
"body": null,
"is_bot": false,
"headline": "Teach LTSpice v55 noise and power identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9015e323e583b8ba395290290870a35972afd836",
"body": null,
"is_bot": false,
"headline": "Teach MATLAB v55 return and cross-validation identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b59812e322e4afcd63596dac89d0618289490236",
"body": null,
"is_bot": false,
"headline": "Teach wave v55 resonator and antenna identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf9204f4252bff45b55f672e95c4a86103bfcba4",
"body": null,
"is_bot": false,
"headline": "Harden v45-v55 identity input contracts",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "84447beea6bf71527feaaffc7de38864218e1c98",
"body": null,
"is_bot": false,
"headline": "Teach magnetic v55 energy and stiffness identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fefd78390a656da73a4f4b80f80f67f9be8a2a59",
"body": null,
"is_bot": false,
"headline": "Teach motor v55 dq and iron-loss identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6f2ea7adbc3397a8f400686cd986b6fde2ed38d",
"body": null,
"is_bot": false,
"headline": "Teach FEMM v55 field and energy identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "27930b66f7d42694723876ee2dbe3f29eb3985fb",
"body": null,
"is_bot": false,
"headline": "Teach build123d v55 thread and PMI identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4db35766801ced466288c85203a230a49442901c",
"body": null,
"is_bot": false,
"headline": "Teach Coreform v55 periodic and export identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "560556243773d91bdfda8ae4cea943ad4b1672a5",
"body": null,
"is_bot": false,
"headline": "Teach COMSOL v55 dissipation and reaction identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a740255809ad34408501797d62af828bdf6fec8f",
"body": null,
"is_bot": false,
"headline": "Teach LTSpice v54 Monte Carlo and loop-gain identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6ed455ddacad2e2535159edd980f34550ff02ea",
"body": null,
"is_bot": false,
"headline": "Teach MATLAB v54 replay and preprocessing identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "04032974034ef0ebc2194f7e505df1cf19162807",
"body": null,
"is_bot": false,
"headline": "Teach wave v54 cutoff and SAR identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d38bc96643adc5bda29bcd9917f72e48134e1765",
"body": null,
"is_bot": false,
"headline": "Teach magnetic force v54 charge and stiffness identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "429597fd97d66201dca82175b5e5a9a180b4eda0",
"body": null,
"is_bot": false,
"headline": "Teach JMAG v54 torque and demagnetization identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d911626db8959765c46a2d421ab5a2efbcdb48b2",
"body": null,
"is_bot": false,
"headline": "Teach FEMM v54 power and axisymmetric force identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26c16b40dbab876ca6374170f75dcfdc695d06cc",
"body": null,
"is_bot": false,
"headline": "Teach build123d v54 assembly and tessellation identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dbdb7611869021258f1623a8f10d0940a452bd95",
"body": null,
"is_bot": false,
"headline": "Teach Coreform v54 topology and transaction identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de78d7a6a79f7b0806155639d286371477c33e76",
"body": null,
"is_bot": false,
"headline": "Teach COMSOL v54 conservation identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee441d899cca043bc6ae88a0ab293d031a7d77fa",
"body": null,
"is_bot": false,
"headline": "Teach LTSpice v53 noise and steady-state identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:42:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e6746b4c3cf95813f7be97949971d52946a14d4",
"body": null,
"is_bot": false,
"headline": "Teach MATLAB v53 offline learning identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3115c057650dbd0e71b0371cbbed6a7a5c1dd0e",
"body": null,
"is_bot": false,
"headline": "Teach wave v53 port and far-field identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc2d83aaa7d9824767942816c04065c5cd81995d",
"body": null,
"is_bot": false,
"headline": "Teach force v53 BEM and maglev identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf25c04fb329375bda96613866bcf42c364e936c",
"body": null,
"is_bot": false,
"headline": "Teach motor v53 skew and demag identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f7bdc1064b15be9402cd3365c94449a06e097c97",
"body": null,
"is_bot": false,
"headline": "Teach FEMM v53 electromagnetic identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f4d3a5a4bb32ea8f46360c5ed72764b0881b8e4",
"body": null,
"is_bot": false,
"headline": "Teach build123d v53 assembly exchange identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9c2d3e9450db93cde7d0105461abf0b970947d0b",
"body": null,
"is_bot": false,
"headline": "Teach Coreform v53 sweep and export identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ccca467884bbadc7da92dcfc9eed8e457659e2d6",
"body": null,
"is_bot": false,
"headline": "Teach COMSOL v53 coupled identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2eaedc9d00d6950d98b61e459cc02d0e2395ac5d",
"body": null,
"is_bot": false,
"headline": "Teach LTSpice v52 device and line identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10f49a47effb24e05ae6babf46d7eea2323f2184",
"body": null,
"is_bot": false,
"headline": "Teach MATLAB v52 replay identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d6eaa2eb9409d90dbf8e9a2bd2a6296b7c453871",
"body": null,
"is_bot": false,
"headline": "teach wave v52 energy balance and resonator Q identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a085a722e898888f79aa9bb3c5119cae08c87b9",
"body": null,
"is_bot": false,
"headline": "teach force v52 energy-derivative identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7dfd8692a340d802088f135a3f2e4979b91fc0b5",
"body": null,
"is_bot": false,
"headline": "teach motor v52 iron-loss and cogging identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f3792a1e5a83721c107754d907fe7471cc4464d",
"body": null,
"is_bot": false,
"headline": "teach FEM v52 pressure and frozen inductance identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "474e00dffced804c9929e8e359ae828f28f7b3c4",
"body": null,
"is_bot": false,
"headline": "teach build123d v52 selector and exchange identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0733173a3890d17d17c818e67eff8c51811cf7dd",
"body": null,
"is_bot": false,
"headline": "teach Coreform v52 imprint and replay identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "039baa98fcf553e80f5c3908ddf520bd0706e0dd",
"body": null,
"is_bot": false,
"headline": "teach COMSOL v52 adjoint and weak-form identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc5e4b1554178da42a764955930918facdbf9cca",
"body": null,
"is_bot": false,
"headline": "teach LTSpice v51 waveform identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92fdbbe562f3bb35c7b822eff3543c6555bf2b77",
"body": null,
"is_bot": false,
"headline": "teach MATLAB v51 ML and RL artifact identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e0e02ca31b7df9e53c14b1ffd57772c6fa3396a",
"body": null,
"is_bot": false,
"headline": "teach network v51 renormalization and delay identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d7acdf6643ed27cacd8dabf887dc5147fb5ab979",
"body": null,
"is_bot": false,
"headline": "teach magnetic v51 potential and BEM identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "66c907673bd06d2c3e3feb2e23f25d919e0f1614",
"body": null,
"is_bot": false,
"headline": "teach motor v51 torque and winding identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "01d5eff9c474b30b0cc676331019827b22937456",
"body": null,
"is_bot": false,
"headline": "teach FEMM v51 force artifact identity",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0245b87b7c827b2c6b9c464f871bc0d31352d37d",
"body": null,
"is_bot": false,
"headline": "Strengthen build123d v51 CAD identity gates",
"author_name": "ksugahar",
"author_login": "ksugahar",
"committed_at": "2026-07-20T10:41:33Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 5,
"commits_last_year": 3924,
"latest_release_at": "2026-07-24T09:33:39Z",
"latest_release_tag": "v4.95.23",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 21,
"days_since_latest_release": 3,
"mean_days_between_releases": 38.9
},
"community": {
"has_readme": false,
"has_license": false,
"has_description": false,
"has_contributing": false,
"health_percentage": null,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"ecosystem": {
"packages": [
{
"name": "radia",
"exists": true,
"license": null,
"keywords": [
"magnetostatics",
"magnetic field",
"radia",
"ngsolve",
"fem",
"synchrotron",
"cubit",
"mesh",
"export",
"gmsh",
"nastran",
"vtk",
"netgen",
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"Programming Language :: C++",
"Programming Language :: Python :: 3.12",
"Topic :: Scientific/Engineering :: Physics"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/radia/",
"is_deprecated": false,
"latest_version": "4.95.24",
"repository_url": "https://github.com/ksugahar/Radia",
"versions_count": 165,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": null,
"first_published_at": "2026-02-17T04:21:57.344475Z",
"latest_published_at": "2026-07-28T03:56:58.748845Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 2,
"stars": 10,
"watchers": 1,
"fork_history": {
"days": [
{
"date": "2025-11-03",
"count": 1
},
{
"date": "2026-05-22",
"count": 1
}
],
"complete": true,
"collected": 2,
"total_forks": 2
},
"star_history": null,
"open_issues_and_prs": 0
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"demos",
"examples",
"notebooks",
"samples"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 947215,
"source_files_sampled": 3870,
"oversized_source_files": 116,
"agent_instruction_files": [
"AGENTS.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 228528
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": null,
"source": null,
"findings": [],
"collected": false,
"malicious": [],
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 0,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "numpy",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.20"
},
{
"name": "mkl",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2024.2.0,<2026"
},
{
"name": "intel-cmplr-lib-rt",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2024.2.0"
},
{
"name": "ngsolve",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==6.2.2604"
},
{
"name": "netgen-mesher",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "==6.2.2604"
},
{
"name": "mcp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0.0"
}
],
"all_dependencies": {
"error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"source": null,
"packages": [],
"collected": false,
"truncated": false,
"total_count": null,
"direct_count": null,
"indirect_count": null
}
},
"maintainership": {
"issues": {
"open_prs": 0,
"merged_prs": 1,
"open_issues": 0,
"closed_ratio": null,
"closed_issues": 0,
"closed_unmerged_prs": 2
},
"bus_factor": 1,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "ksugahar",
"commits": 3924,
"avatar_url": "https://avatars.githubusercontent.com/u/46441790?v=4"
},
{
"type": "User",
"login": "claude",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
}
],
"contributors_sampled": 2,
"top_contributor_share": 0.999
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"build-test.yml",
"policy-lint.yml",
"radia-mcp-matrix.yml",
"release-cubit-mesh-export.yml",
"release-radia-mcp.yml",
"release.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 9,
"reason": "binaries present in source code",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 0,
"reason": "branch protection not enabled on development/release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": null,
"reason": "no pull request found",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/30 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 3,
"reason": "project has 1 contributing companies or organizations -- score normalized to 3",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 9,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 1,
"reason": "dependency not pinned by hash detected -- score normalized to 1",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 0,
"reason": "no SAST tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 10,
"reason": "0 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "28987ce171820600c111c7f5694615d75203506e",
"ran_at": "2026-07-28T03:59:25Z",
"aggregate_score": 5.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-28T03:56:47Z",
"oldest_open_prs": [],
"last_merged_pr_at": "2026-07-17T00:56:08Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": []
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/ksugahar/Radia",
"host": "github.com",
"name": "Radia",
"owner": "ksugahar"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"security": 52,
"vitality": 83,
"community": 17,
"governance": 40,
"engineering": 69
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 83,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"commits_last_year": 3924,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 21
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "21/52 weeks with commits",
"points": 14.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 21
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "3924 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 3924
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 5,
"latest_release_tag": "v4.95.23",
"releases_from_tags": false,
"days_since_latest_release": 3,
"mean_days_between_releases": 38.9
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "5 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 5
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 3 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 3
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~38.9 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 38.9
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "critical",
"name": "Community & Adoption",
"value": 17,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "critical",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 16,
"inputs": {
"forks": 2,
"stars": 10,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "10 stars",
"points": 15.5,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 10
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "2 forks",
"points": 0,
"status": "missed",
"details": [
{
"code": "forks",
"params": {
"count": 2
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "critical",
"name": "Community health",
"note": null,
"notes": [],
"value": 19,
"inputs": {
"has_readme": false,
"has_license": false,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 40,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 15,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.999
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 100% of commits",
"points": 0,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 100
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 24,
"inputs": {
"merged_prs": 1,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "1/3 decided PRs merged",
"points": 12.8,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 1,
"decided": 3
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 39,
"inputs": {
"followers": 4,
"owner_type": "User",
"is_verified": null,
"owner_login": "ksugahar",
"public_repos": 3,
"account_age_days": 2758
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "4 followers of ksugahar",
"points": 5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 4,
"login": "ksugahar"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "3 public repos, account ~7 yr old",
"points": 16.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 3
}
},
{
"code": "account_age_years",
"params": {
"years": 7
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"radia"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "165 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 165
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 69,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "6 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 6
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "at_risk",
"name": "Documentation",
"note": null,
"notes": [],
"value": 35,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": false,
"has_docs_dir": true,
"has_description": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "moderate",
"name": "Security",
"value": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.1
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "binaries present in source code",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"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": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 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 1",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
},
{
"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": 2
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "moderate",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 69,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.45,
"agent_instruction_files": [
"AGENTS.md",
"CLAUDE.md"
],
"agent_instruction_max_bytes": 228528
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "AGENTS.md, CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "AGENTS.md, CLAUDE.md"
}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "45 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 24,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 45,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 49,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [],
"agent_commit_share": 0.22,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "22 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 22,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 1",
"points": 1,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 53,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 947215,
"source_files_sampled": 3870,
"oversized_source_files": 116
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "116/3870 source files over 60KB",
"points": 53.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 3870,
"oversized": 116
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"demos",
"examples",
"notebooks",
"samples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "demos, examples, notebooks, samples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "demos, examples, notebooks, samples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"Community profile unavailable",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
"deps.dev does not index pypi:radia@4.95.24; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-28T03:59:39.064831Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/ksugahar/Radia.svg",
"full_name": "ksugahar/Radia",
"license_state": "custom",
"license_spdx": null
}
Пов’язані записи
Перевірені репозиторії, що мають спільні каталожні теги або екосистеми з ksugahar/Radia. Читати поруч →
Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.
