Registro público
Informe de salud del softwareesquema 0.26.0 · métricas 1.13.0 · 2026-07-22 01:35 UTC

lmfit / uncertainties

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

PythonLicencia propia★ 672 estrellas⑂ 86 forksdesde jun 2010Ver en GitHub ↗

lmfit/uncertainties tiene un índice de salud de 61 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Engineering Quality (85/100) y la más baja, AI Readiness (45/100). Se actualizó por última vez hace 20 días. Una sola persona concentra la mayor parte del trabajo reciente.

61
global / 100
Moderado

Índice de salud del software

Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.

61
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

Perfil de puntuación

Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.

Titularidad

lmfitOrganización
34 seguidores5 repositorios públicosdesde dic 2013

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIuncertainties3.2.3-81hace 456 díaserror-propagationuncertaintiesuncertainty-calculationsstandard-deviationderivativespartial-derivativesdifferentiation

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

52Moderado · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 20 días
4.2/36Cadencia de commits — 6/52 semanas con commits
11.5/18Volumen de commits — 18 commits en el último año
2/10OpenSSF Scorecard: Maintained — 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2
Datos de entrada utilizados
commits_last_year18
human_commit_share1
days_since_last_push20
active_weeks_last_year6
Cómo se puntúa
27/27Publica versiones — 21 versiones publicadas
16.2/36Recencia de las versiones — última versión hace 193 días
12.6/27Cadencia de publicación — una versión cada ~261,1 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count21
latest_release_tag3.2.4
releases_from_tagsno
days_since_latest_release193
mean_days_between_releases261,1
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.

Comunidad y Adopción

¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?

60Moderado · 18% del índice global
Cómo se puntúa
45.9/60Estrellas — 672 estrellas
16.1/25Forks — 86 forks
5.3/15Observadores — 10 observadores
Datos de entrada utilizados
forks86
stars672
watchers10
growth_stateorganic
growth_factor_pct100
Cómo se puntúa
22.5/22.5README
16.9/22.5Licencia — archivo de licencia presente, no es una licencia reconocida
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_template

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

58Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
1.1/22.5Distribución de commits — el principal contribuyente firma el 95% de los commits
13.5/13.5Amplitud de contribuyentes — 24 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 16 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled24
top_contributor_share0,951
Cómo se puntúa
27.6/46.8Resolución de issues — 59% de issues cerradas
27.2/38.3Aceptación de PR — 94/132 PR decididos fusionados
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Datos de entrada utilizados
merged_prs94
open_issues77
closed_issues111
issue_closed_ratio0,59
closed_unmerged_prs38
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
11.1/25Alcance del propietario — 34 seguidores de lmfit
17.7/25Trayectoria — 5 repos públicos, cuenta de ~12 años
Datos de entrada utilizados
followers34
owner_typeOrganization
is_verified
owner_loginlmfit
public_repos5
account_age_days4601
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en pypi
14/35Recencia de publicación — última publicación hace 456 días
20/20Historial de versiones — 81 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesuncertainties
ecosystemspypi
any_deprecatedno
min_days_since_publish456

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

85Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
8/20OpenSSF Scorecard: CI-Tests — 5 out of 12 merged PRs checked by a CI test -- score normalized to 4
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

90Excelente
Cómo se puntúa
30/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — http://uncertainties.readthedocs.io/
10/10Descripción del repositorio
10/10Topics — 5 topics
0/10Wiki
Datos de entrada utilizados
topicsuncertainties, error-propagation, differentiation, autodiff, autodifferentiation
has_wikino
homepagehttp://uncertainties.readthedocs.io/
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

50Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
1/2.5CI-Tests — 5 out of 12 merged PRs checked by a CI test -- score normalized to 4
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 16 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Licencia — license file detected
1.5/7.5Maintained — 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, signed_releases. Los pesos restantes se han renormalizado.

Preparación para IA

¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.

45En riesgo · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
32.5/40Historial de commits legible — 61 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,61
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — doc/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato
0/11Verificación estática de tipos
0/10Entorno reproducible
0/10Práctica demostrada con agentes — ningún commit con autoría de agente entre los últimos 100
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfiles
has_dockerfileno
typed_languageno
bootstrap_filesdoc/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
0/45Código verificable por tipos — Python sin configuración de verificación de tipos
55/55Tamaños de archivo manejables — 0/21 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languagePython
largest_source_bytes42.719
source_files_sampled21
oversized_source_files0

Datos clave

672estrellas de GitHub
24contribuidores
18commits en los últimos 12 meses
20días desde el último push
21versiones publicadas
1factor bus
77issues abiertas
PyPIecosistemas de paquetes

Advertencias de recopilación de datos

  • No resolved dependencies carried a version and a supported ecosystem

Más detalle

Historial de estrellas y forks 672 ★ / 86 ⇿
672Estrellas
86Forks
21Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

012525037550062575067184152010-062018-062026-07
Mayor 0Menor 1Parche 17

Cada punto abarca 15 días.

OpenSSF Scorecard 5.0 / 10
5.0agregado

Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).Scorecard v5.5.0 · 2026-07-22 01:35 UTC

10Binary-Artifactsno binaries found in the repo
n/dBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
4CI-Tests5 out of 12 merged PRs checked by a CI test -- score normalized to 4
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 16 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
2Maintained2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Todas las dependencias 1

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 0 paquetes directos y 1 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
PyPI-indirecta
Avisos de dependencias sin evaluar

El cotejo de avisos no pudo ejecutarse para este informe: No resolved dependencies carried a version and a supported ecosystem

Informe JSON sin procesar legible por máquina
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          "body": "- [x] Closes #270 \r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nThis PR hopes to resolve a few issues with `uncertainty` package\r\ninteracti\n[…]\n easily ignored. It does so\r\nusing the `informational` flag in the `.codecov.yaml` file.\r\n- It moves the API token back to using the github secret rather than\r\nexposing it in the `.codecov.yaml` file.",
          "is_bot": false,
          "headline": "Make codecov pull requests informational only (#269)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-11-15T15:30:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a4c27528e597c6a9320094e40063e173b0d908d",
          "body": null,
          "is_bot": false,
          "headline": "Fix typo: Liittle -> Little (#264)",
          "author_name": "thomas",
          "author_login": "thomascamminady",
          "committed_at": "2024-09-20T00:55:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb98e982e21b215e40edd7849995f80bdebc36b5",
          "body": "- [x] Closes #254 (insert issue number)\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nReadthedocs are still not building. I would like to te\n[…]\nuncertainties package\r\n- Go to \"Admin\"\r\n- Go to tab for \"Maintainers\" \r\n- Add maintainers by user name. I can be added under the username\r\njagerber48. If you add me I would be happy to add the others.",
          "is_bot": false,
          "headline": "Fix readthedocs build (#261)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-08-19T16:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce1626907053ba9704ef09e7bdf523351282b177",
          "body": "…rwrites (#167)\n\nThis PR\r\n\r\n- Moves formatting code into a `test_formatting.py` module\r\n- Refactors `test_format` to use `pytest.mark.parametrize`. This solves\r\n#162 since cases are no longer stored as dict keys (which were\r\naccidentally repeated). Now each case is a 4-tuple. Previously test\r\ncases \n[…]\n into a list\r\nof tuples. In this case elements of the list are tuples whose first\r\nelement is a value/uncertainty pair tuple and whose second element is a\r\ndict of format string/expected output pairs.",
          "is_bot": false,
          "headline": "Convert `tests` from dict of dicts to list of tuples to avoid key ove…",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-08-09T04:45:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f097015634e4a6ec8c1bea77e9743533f88a38d9",
          "body": "- [x] Closes #254\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [ ] Added an entry to the CHANGES file\r\n\r\n\r\nThis changes the readthedocs config to install uncertainties and\r\ndependencies with `pip install \".[all]\"`.",
          "is_bot": false,
          "headline": "have readthedocs install with , drop requirements files (#255)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-07-26T05:19:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a470e48d1fe28bba4a837a7206dfa11c1af5cdc",
          "body": "Given that it is common to work with Uncertainties and numpy, it is easy\r\nto forget to check that a hard dependency on numpy has been introduced.\r\nHere an extra run is added to the CI configuration to run the tests\r\nwithout installing numpy.",
          "is_bot": false,
          "headline": "Add CI run that tests the package without numpy installed (#252)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-07-13T20:04:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e0ba9af71dc0af320ec8b3f207198d4674dacef",
          "body": null,
          "is_bot": false,
          "headline": "Remove some <py3.3 code (#250)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-13T18:03:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64e7320a6f35eb9cd3210addbe4893a0901d0e5c",
          "body": null,
          "is_bot": false,
          "headline": "pr_template (#221)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-12T07:22:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ef988a6eb34a5e769911611bc6f4ca8fe6cb0c7",
          "body": null,
          "is_bot": false,
          "headline": "pre-commit linting (#248)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-12T06:38:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d2b16d238ba7c8d07b57c129a3c907e37967b80",
          "body": "Move some code from core.py into ops.py, formatting.py, and parsing.py. Since some of the moved code is part of the `AffineScalarFunc` class, it was refactored into functions of `cls` that can be imported back into core.py and called on `AffineScalarFunc`.",
          "is_bot": false,
          "headline": "split core into smaller files (#237)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-10T15:11:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1238d37c6ed87d018e696589716de488e7d9eca7",
          "body": "finalize version 3.2.2, use `setuptools-scm` to set the version number from the git tag",
          "is_bot": false,
          "headline": "3.2.2 (#247)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-07-07T18:52:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "411ce33eff2ffaaaf47428fdf1963a36839588ac",
          "body": "This updates the `.codecov.yml` file to be more compliant\r\nwith codecov expectations.\r\nAnd it changes the invocation of pytest with coverage in the testing\r\nenvironment to track the installed files.\r\n\r\n---------\r\n\r\nCo-authored-by: Will Shanks <wshaos@posteo.net>",
          "is_bot": false,
          "headline": "Codecov updates (#246)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-07-07T11:58:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b309a645c1dcc4cf731ef61e2549301d003e5fe",
          "body": "use `dot` and `isscalar` from `numpy` instead of older `numeric` in `unumpy.core` to work with Numpy 2.0",
          "is_bot": false,
          "headline": "Make uncertainties compatible with numpy 2.0 (#245)",
          "author_name": "Pieter Eendebak",
          "author_login": "eendebakpt",
          "committed_at": "2024-07-04T19:24:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35ab5e812bace1691b0552f6148bb38de2c09943",
          "body": "The fixes rendering errors in README.rst that prevent uploading of the\r\nwhl and tarball to PyPI.",
          "is_bot": false,
          "headline": "V3.2.1 (#243)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-08T13:40:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fce38d7a824e331bbccd8cf6d87836fd26c32f1",
          "body": null,
          "is_bot": false,
          "headline": "version set to 3.2.1 (#241)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-07T19:51:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2da3ca9ab83a0563ecb9a80ae7ff231311f2fa1b",
          "body": "this changes single quotes to double backticks for operators and\r\nfunctions in the user guide, and in code comments.\r\n\r\nsee discussion at\r\nhttps://github.com/lmfit/uncertainties/discussions/201#discussioncomment-9693130",
          "is_bot": false,
          "headline": "use double backticks more uniformly (#240)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-07T13:18:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34a271fdef824b1cbc2edb5f84cc5fbb9c308411",
          "body": "and also update some of README.rst",
          "is_bot": false,
          "headline": "update readthedocs link (#239)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-06T06:54:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "166a56b766327168e84de6a8724f20891cb70880",
          "body": null,
          "is_bot": false,
          "headline": "another RTD config fix (#238)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-05T07:04:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e54598f33399246e4eb768fb264b8c8144ab6f1",
          "body": "more (maybe last? ;)) updates to readthedocs configs, hoping it now\r\nconnects and builds docs.",
          "is_bot": false,
          "headline": "Readthedocs config more (#236)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-04T22:15:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cea5a96d0c79b447742771616dc5232e16aeefa",
          "body": "Listing `setuptools_scm` in `pyproject.toml` enables it to be used to\r\ndetermine which files are included in the sdist instead of the older\r\n`MANIFEST.in` procedure. `setuptools_scm` just includes every file\r\ntracked by `git` which seems fine for this small project.\r\n\r\nAdditionally, delete `INSTALL.txt` which had outdated installation\r\ninformation.",
          "is_bot": false,
          "headline": "Use setuptools-scm to ensure all repo files are in sdist (#235)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-06-04T03:50:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3426fd9128804dad499fc7f5fe87c3a43becf12",
          "body": "* In `pyproject.toml`, use an explicit package list instead of using the\r\n`find` directive.\r\n\r\n* In GitHub Actions workflow, do not use an editable install since that\r\nimplicitly includes all modules below `uncertainties/` and we want to\r\nmake sure we test the package in its installed form.\r\n\r\nCo-authored-by: Matt Newville <newville@cars.uchicago.edu>",
          "is_bot": false,
          "headline": "Use explicit package list and ensure it is tested in CI (#232)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-06-04T02:08:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c3853da2dd60ff8784b4d921984b8286b97e685",
          "body": "…233)\n\nThis should fix the readthedocs configuration, solving the issue\r\nhttps://readthedocs.org/projects/uncertainties/builds/24572849/\r\npointed out by @andrewgsavage",
          "is_bot": false,
          "headline": "update readthedocs_config to point to 'doc', and list requirements (#…",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-03T14:28:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "511633125cd31c5042b7742090d8113998e54ad5",
          "body": "We need to set the version in `pyproject.toml` too!  \r\n\r\nAlso, apparently `uncertainties.unumpy` was not being installed -- how\r\ndid tests pass?",
          "is_bot": false,
          "headline": "3.2.0release (#230)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-03T12:12:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4a48b33f20cdbb44b8f016b227b0702a2cb06f3",
          "body": "update CHANGES and set 3.2.0 as version number in `__init__.py`",
          "is_bot": false,
          "headline": "update CHANGES.rst and __init__.py for v3.2.0 (#229)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-02T17:07:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21352bb3260fbad1510fd920fcccb0a97e8b1d45",
          "body": "This adds a Table of Contents to the sidebar for the index page of the\r\ndocs.\r\nSee  https://lmfit.github.io/uncertainties/ for results",
          "is_bot": false,
          "headline": "add global TOC to doc index page (#228)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-02T15:58:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf62fdf2ec22bc008163efea08867501564a0011",
          "body": null,
          "is_bot": false,
          "headline": "changes (#223)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-06-02T15:58:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5954d5c6eb4da7e99fdcc74cabeec3b42000d857",
          "body": null,
          "is_bot": false,
          "headline": "Update unumpy test to be compatible with numpy 2 (#225)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-05-16T16:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbf491779631a30d02bf8e37f51a761a1ee580a5",
          "body": null,
          "is_bot": false,
          "headline": "Mark docstrings with backslashes as raw strings (#226)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-05-16T16:16:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3255816dbe34bf9367b8d173370b6a97dfc97f86",
          "body": null,
          "is_bot": false,
          "headline": "documentation building, readthedocs config (#203)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-05-15T19:35:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4771a14c5823c077d5401719470feb038d940443",
          "body": "Added .vscode folder to. gitignore settings.",
          "is_bot": false,
          "headline": "Added .vscode folder to .gitignore settings. (#212)",
          "author_name": "Will Riley",
          "author_login": "willynilly",
          "committed_at": "2024-04-22T02:40:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea1d66435b5de700f763f9a4cb828f2ef78fe731",
          "body": null,
          "is_bot": false,
          "headline": "Move tests to tests folder (#216)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-04-05T19:12:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57e2a20b52de934f4a2e52aa8fa9b0f2ad7261d0",
          "body": "Removed unused imports in tests.  \r\n\r\nCo-authored-by: andrewgsavage <andrewgsavage@gmail.com>",
          "is_bot": false,
          "headline": "Removed unused imported modules from tests. (#210)",
          "author_name": "Will Riley",
          "author_login": "willynilly",
          "committed_at": "2024-04-02T19:36:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "842126871df8381c4cc6c32ec099b3870bb732f4",
          "body": "This commit removes:\r\n- the 1to2 code and documentation, \r\n- the compatability code that handled obsolete function calls, \r\n- the deprecations in these calls,\r\n- the tests that tested obsolete behaviour",
          "is_bot": false,
          "headline": "remove 1to2 and deprecations (#214)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-04-02T13:59:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9b82f045f423452cfaeddc0b776905c05187e28",
          "body": "* Move static package configuration from setup.py to pyproject.toml\r\n- Minimal changes were made to the configuration, so it still lists\r\nPython 2.7 as the minimum version, though it hasn't been tested what the\r\nminimum version of Python is that can install the package with a\r\npyproject.toml file an\n[…]\n in setup.py into README.rst\r\n* Capture development dependencies listed in setup.py in\r\nrequirements-dev.txt\r\n* Save change log which was in long description in setup.py in its own\r\nfile, CHANGES.rst.",
          "is_bot": false,
          "headline": "Transition from setup.py to pyproject.toml (#199)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-03-15T17:51:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "642c5034bd3547972b6b5fd5ade5c7341749acb8",
          "body": "This change does not modify any code, so the codebase is still actually\r\ncompatible with Python 2.7 through 3.7, but it gives the project the\r\nfreedom to make incompatible changes with versions in that range in\r\nsubsequent commits.\r\n\r\nA note in the documentation states that compatibility with earlier\r\nversions could be considered if there is user demand.\r\n\r\n---------\r\n\r\nCo-authored-by: Matt Newville <newville@cars.uchicago.edu>",
          "is_bot": false,
          "headline": "Drop official support for Python versions before 3.8 (#200)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-03-15T14:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05361a7eccb747aa60fefea392899f52a8d0e55c",
          "body": "Adjust CI github action to upload code coverage to codecov.io.",
          "is_bot": false,
          "headline": "Code Coverage github action (#202)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-03-15T00:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec15317df26981a1f020933fbce7b1b7408a3884",
          "body": "See\r\nhttps://github.com/lmfit/uncertainties/pull/194#discussion_r1517622906\r\n\r\nTest the correct url [here on my\r\nfork](https://github.com/jagerber48/uncertainties/tree/bugfix/build_badge_url).",
          "is_bot": false,
          "headline": "Fix the url in the \"build\" badge in the readme (#197)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-03-14T21:19:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1857e870e6626b8262e2d70f5cf91973fe5ac828",
          "body": "This job succeeds only if all the test jobs succeed. It allows us to\r\nmark it as required for merging a PR rather than requiring every\r\nindividual job.",
          "is_bot": false,
          "headline": "Add a job to GitHub Actions aggregating test results (#196)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-03-07T18:40:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2738c326eedc20ab4924aee9237f4796b4b60e44",
          "body": "Test matrix runs on Windows/Mac/Linux, Python 3.8-3.12",
          "is_bot": false,
          "headline": "Add GitHub Action to run tests (#194)",
          "author_name": "Justin",
          "author_login": "jagerber48",
          "committed_at": "2024-03-07T13:31:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1eaf8da91ea87eaf358f3bd063b28f2ea523b453",
          "body": null,
          "is_bot": false,
          "headline": "Added short history notes",
          "author_name": "Eric O. LEBIGOT (EOL)",
          "author_login": "lebigot",
          "committed_at": "2024-03-04T20:02:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c85251a68673ad7457a69a87bf9f11a007e7f58",
          "body": null,
          "is_bot": false,
          "headline": "Example updated for Python 3",
          "author_name": "Eric O. LEBIGOT (EOL)",
          "author_login": "lebigot",
          "committed_at": "2024-02-06T18:54:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1920d208439a0c385b694e15d6ca71896b8e8640",
          "body": null,
          "is_bot": false,
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              "packages": [
                "uncertainties"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 456
            },
            "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 456 days ago",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 456
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "81 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 81
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 85,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "5 out of 12 merged PRs checked by a CI test -- score normalized to 4",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "uncertainties",
                "error-propagation",
                "differentiation",
                "autodiff",
                "autodifferentiation"
              ],
              "has_wiki": false,
              "homepage": "http://uncertainties.readthedocs.io/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "http://uncertainties.readthedocs.io/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 50,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "5 out of 12 merged PRs checked by a CI test -- score normalized to 4",
                "points": 1,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 16 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "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": 6
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 45,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.61,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "61 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 32.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "doc/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "doc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "doc/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 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": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 42719,
              "source_files_sampled": 21,
              "oversized_source_files": 0
            },
            "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": "0/21 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 21,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T01:35:45.933700Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lmfit/uncertainties.svg",
  "full_name": "lmfit/uncertainties",
  "license_state": "custom",
  "license_spdx": null
}

Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.

Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.26.0 — metodología completa · wiki de métricas.

Cómo se sitúa un resultado dentro del registro general: estadísticas agregadasPyPI.