Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-28 23:42 UTC

HaoZeke / eOn

eOn v3 and beyond

C++ · PythonBSD-3-Clause★ 0 estrellas⑂ 0 forksdesde jul 2024forkVer en GitHub ↗

HaoZeke/eOn tiene un índice de salud de 58 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (89/100) y la más baja, Community & Adoption (12/100). Se actualizó por última vez hace 1 día. 2 personas concentran la mayor parte del trabajo reciente.

58
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.

58
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

Rohit GoswamiCuenta personal
290 seguidores424 repositorios públicosdesde may 2013@TheochemUI, @lab-cosmo, @metatensor

Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicaciónEtiquetas
PyPIeon-akmcapunta a otro repositorio; no se puntúa3.0.0-4hace 2 días
PyPIeon-schemaapunta a otro repositorio; no se puntúa0.2.2-3hace 11 díasakmccapnpeonpydanticpyeonclientschema

Métricas por categoría

Vitalidad

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

89Excelente · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 1 días
23.5/36Cadencia de commits — 34/52 semanas con commits
18/18Volumen de commits — 900 commits en el último año
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year900
human_commit_share1
days_since_last_push1
active_weeks_last_year34
Cómo se puntúa
27/27Publica versiones — 10 versiones publicadas
36/36Recencia de las versiones — última versión hace 8 días
27/27Cadencia de publicación — una versión cada ~2,6 días
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Datos de entrada utilizados
releases_count10
latest_release_tagv2.17.10
releases_from_tagsno
days_since_latest_release8
mean_days_between_releases2,6

Comunidad y Adopción

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

12Crítico · 18% del índice global
Cómo se puntúa
0/60Estrellas — 0 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars0
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
0/22.5README
22.5/22.5Licencia — licencia reconocida (BSD-3-Clause)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readmeno
has_licenseno
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

51Moderado · 24% del índice global
Cómo se puntúa
25.2/54Factor bus — la mitad de los commits recae en 2 contribuyente(s)
11.7/22.5Distribución de commits — el principal contribuyente firma el 48% de los commits
13.5/13.5Amplitud de contribuyentes — 17 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 37 contributing companies or organizations
Datos de entrada utilizados
bus_factor2
contributors_sampled17
top_contributor_share0,478
Cómo se puntúa
0/46.8Resolución de issues — sin issues o sin datos
12.8/38.3Aceptación de PR — 1/3 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs1
open_issues0
closed_issues0
issue_closed_ratio
closed_unmerged_prs2
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues. Los pesos restantes se han renormalizado.
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
17.7/25Alcance del propietario — 290 seguidores de HaoZeke
25/25Trayectoria — 424 repos públicos, cuenta de ~13 años
Datos de entrada utilizados
followers290
owner_typeUser
is_verified
owner_loginHaoZeke
public_repos424
account_age_days4833
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

75Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 19 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — ruff.toml
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — sin datos
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.

Documentación

50Moderado
Cómo se puntúa
0/30README
25/25Directorio de documentación
15/15Sitio de documentación / página del proyecto — https://theochemui.github.io/eOn/
0/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepagehttps://theochemui.github.io/eOn/
has_readmeno
has_docs_dir
has_descriptionno

Seguridad

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

54Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — sin datos
0/2.5CI-Tests — sin datos
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 37 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
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 15 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,2
Excluidos de la puntuación (sin datos o no aplicable): branch_protection, ci_tests. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
25/25Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages10
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:eon-akmc@3.0.0 —lo que arrastra la instalación del paquete publicado—: 10 paquetes. No se analiza la alcanzabilidad.

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.

62Moderado · 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)
40/40Historial de commits legible — 97 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,97
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — client/potentials/AMS/Makefile, client/potentials/AMS_IO/Makefile, client/potentials/ASE/Makefile, client/potentials/Aluminum/Makefile, client/potentials/EAM/Makefile, client/potentials/EDIP/Makefile, client/potentials/EMT/Makefile, client/potentials/ExtPot/Makefile, client/potentials/FeHe/Makefile, client/potentials/GPRPotential/Makefile, client/potentials/IMD/Makefile, client/potentials/LAMMPS/Makefile, client/potentials/LJ/Makefile, client/potentials/LJCluster/Makefile, client/potentials/Lenosky/Makefile, client/potentials/MPIPot/Makefile, client/potentials/Morse/Makefile, client/potentials/NewPot/Makefile, client/potentials/PyAMFF/Makefile, client/potentials/PyAMFF/lib/Makefile, client/potentials/QSC/Makefile, client/potentials/SW/Makefile, client/potentials/Tersoff/Makefile, client/potentials/VASP/Makefile, client/potentials/Water/Makefile, client/potentials/Water_H/Makefile, client/potentials/Water_Pt/Makefile, docs/old_docs/Makefile, eon/mcamc/Makefile, eon/mcamc/libqd/Makefile, tools/mastereqn/Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — ruff.toml
11/11Verificación estática de tipos — C++ (tipado estático)
10/10Entorno reproducible — Nix, lockfile
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_nix
has_tests
lockfilesGemfile.lock, uv.lock
has_dockerfileno
typed_language
bootstrap_filesclient/potentials/AMS/Makefile, client/potentials/AMS_IO/Makefile, client/potentials/ASE/Makefile, client/potentials/Aluminum/Makefile, client/potentials/EAM/Makefile, client/potentials/EDIP/Makefile, client/potentials/EMT/Makefile, client/potentials/ExtPot/Makefile, client/potentials/FeHe/Makefile, client/potentials/GPRPotential/Makefile, client/potentials/IMD/Makefile, client/potentials/LAMMPS/Makefile, client/potentials/LJ/Makefile, client/potentials/LJCluster/Makefile, client/potentials/Lenosky/Makefile, client/potentials/MPIPot/Makefile, client/potentials/Morse/Makefile, client/potentials/NewPot/Makefile, client/potentials/PyAMFF/Makefile, client/potentials/PyAMFF/lib/Makefile, client/potentials/QSC/Makefile, client/potentials/SW/Makefile, client/potentials/Tersoff/Makefile, client/potentials/VASP/Makefile, client/potentials/Water/Makefile, client/potentials/Water_H/Makefile, client/potentials/Water_Pt/Makefile, docs/old_docs/Makefile, eon/mcamc/Makefile, eon/mcamc/libqd/Makefile, tools/mastereqn/Makefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — C++ (tipado estático)
54.2/55Tamaños de archivo manejables — 9/622 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageC++
largest_source_bytes531.489
source_files_sampled622
oversized_source_files9
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

0estrellas de GitHub
17contribuidores
900commits en los últimos 12 meses
1días desde el último push
10versiones publicadas
2factor bus
0issues abiertas
PyPI, RubyGemsecosistemas de paquetes

Advertencias de recopilación de datos

  • Community profile unavailable
  • pypi package 'eon-akmc' points at a different repository (https://github.com/TheochemUI/eOn); excluded from ecosystem scoring
  • pypi package 'eon-schema' points at a different repository (https://github.com/TheochemUI/eOn); excluded from ecosystem scoring
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Más detalle

OpenSSF Scorecard 4.2 / 10
4.2agregado

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 · 2026-07-28 23:41 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
n/dCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 37 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities15 existing vulnerabilities detected
Dependencias directas 11
RegistroPaqueteRestricción de versiónManifiesto
RubyGemstty-commandGemfile
RubyGemstty-promptGemfile
RubyGemstty-fileGemfile
RubyGemssolid_assertGemfile
RubyGemsinifileGemfile
PyPInumpy>=1.26.4pyproject.toml
PyPIreadcon>=0.13.0pyproject.toml
PyPIvesin>=0.6.0pyproject.toml
PyPIeon-schema>=0.2.0pyproject.toml
PyPIpydantic>=2.0packages/eon-schema/pyproject.toml
PyPItyping_extensions>=4.0packages/eon-schema/pyproject.toml
Todas las dependencias no recopilado

No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Avisos de dependencias 0

Instalar pypi:eon-akmc@3.0.0 arrastra 10 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": true,
      "size_kb": 253449,
      "has_wiki": true,
      "homepage": "https://theochemui.github.io/eOn/",
      "languages": {
        "C": 74942,
        "Awk": 445,
        "C++": 2221540,
        "Nix": 14382,
        "Ruby": 9625,
        "CMake": 2879,
        "Meson": 74159,
        "Shell": 55061,
        "Cython": 1906,
        "Nickel": 16214,
        "Python": 1108463,
        "Fortran": 176899,
        "Makefile": 14376,
        "PowerShell": 3197,
        "Cap'n Proto": 9270
      },
      "pushed_at": "2026-07-27T12:49:38Z",
      "created_at": "2024-07-31T00:15:55Z",
      "owner_type": "User",
      "updated_at": "2026-07-22T15:00:16Z",
      "description": "eOn v3 and beyond",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "main",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "C++",
      "significant_languages": [
        "C++",
        "Python"
      ]
    },
    "owner": {
      "blog": "https://rgoswami.me",
      "name": "Rohit Goswami",
      "type": "User",
      "login": "HaoZeke",
      "company": "@TheochemUI, @lab-cosmo, @metatensor",
      "location": "University of Iceland",
      "followers": 290,
      "avatar_url": "https://avatars.githubusercontent.com/u/4336207?v=4",
      "created_at": "2013-05-04T02:34:10Z",
      "is_verified": null,
      "public_repos": 424,
      "account_age_days": 4833
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.17.10",
          "kind": "patch",
          "published_at": "2026-07-20T20:43:08Z"
        },
        {
          "tag": "v2.17.9",
          "kind": "patch",
          "published_at": "2026-07-20T20:33:50Z"
        },
        {
          "tag": "v2.17.8",
          "kind": "patch",
          "published_at": "2026-07-20T20:25:11Z"
        },
        {
          "tag": "v2.17.7",
          "kind": "patch",
          "published_at": "2026-07-20T20:18:54Z"
        },
        {
          "tag": "v2.17.6",
          "kind": "patch",
          "published_at": "2026-07-20T20:09:59Z"
        },
        {
          "tag": "v2.17.5",
          "kind": "patch",
          "published_at": "2026-07-20T20:10:14Z"
        },
        {
          "tag": "v2.17.4",
          "kind": "patch",
          "published_at": "2026-07-20T19:49:04Z"
        },
        {
          "tag": "v2.17.3",
          "kind": "patch",
          "published_at": "2026-07-20T20:16:33Z"
        },
        {
          "tag": "v2.17.2",
          "kind": "patch",
          "published_at": "2026-07-20T19:54:11Z"
        },
        {
          "tag": "v2.15.0",
          "kind": "minor",
          "published_at": "2026-06-27T14:21:50Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "17c3a80210b06b2800e4210ea61e57045357585b",
          "body": "Export INCLUDE/LIB and absolute cl/link paths only. Keep conda and\ntorch/lib ahead so shm.dll loads; meson still gets MSVC via CC/LD.",
          "is_bot": false,
          "headline": "fix(ci): do not put MSVC bin first on PATH for torch",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T14:58:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f220a79c8b20bc00cf5af03c753dfdc1c26881ca",
          "body": "Put conda and torch/lib ahead of the MSVC tool dir so shm.dll loads,\nwhile keeping absolute cl/link for meson. Strip Git /usr/bin still.",
          "is_bot": false,
          "headline": "fix(ci): torch DLL path before MSVC on Windows GHA",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T14:52:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8f2fd08c38c9a6ca4a103561623ea85846e953a",
          "body": "Move PATH/MSVC setup into scripts/ci/win_msvc_path.sh so workflow YAML\nis not broken by tr newline escapes. Keeps torch DLL + MSVC link order.",
          "is_bot": false,
          "headline": "fix(ci): Windows path helper script (valid YAML)",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T14:48:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2673a5b070d8cdf4e0b2342f236d10f06397ff1",
          "body": "Prefer conda Library/bin for torch/shm.dll, then MSVC cl/link, strip\nGit /usr/bin, and clear conda lld LDFLAGS when building with cl.",
          "is_bot": false,
          "headline": "fix(ci): Windows PATH order for torch DLLs and MSVC link",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T14:42:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "df3e7fc52418d4fe1363d655e4febe93d9be69e2",
          "body": "Avoid clobbering the pixi Python environment with the full vcvars dump.\nPreflight vesin/metatensor/metatomic imports before meson setup on Windows.",
          "is_bot": false,
          "headline": "fix(ci): export only MSVC env from vcvars; verify pip_metatomic imports",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T14:30:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1447b241b553fb2c5ae0125086d6b46faa0189d",
          "body": "Clear conda vs* env leftovers, activate via vswhere+vcvars64, and strip\nGit Bash /usr/bin so meson test links with MSVC link.exe (not GNU link).",
          "is_bot": false,
          "headline": "fix(ci): Windows MSVC activation on VS 18 runners",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T14:16:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c704901cb17fdadb4d7f6db49166b72f8ebe3c9",
          "body": "Satisfy towncrier check and prek full-tree clang-format on CI.",
          "is_bot": false,
          "headline": "chore: towncrier fragment for #378; clang-format files prek -a rewrites",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T13:38:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eba11877dbf0daea358d1b4965bf60be7b4fc0e5",
          "body": null,
          "is_bot": false,
          "headline": "fix(asv): run history via scripts/asv_run_history.sh",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T13:09:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "044788ba60654ae53d8957bb737b12e4066d406d",
          "body": null,
          "is_bot": false,
          "headline": "fix(asv): loop --set-commit-hash for existing env runs",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T12:43:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f376e923434f9a17efdea0812c262be84d0e81e",
          "body": null,
          "is_bot": false,
          "headline": "merge: asv bench dashboard + asv-results workflow",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T12:30:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "508c6d59bdc95f0a636159fd0c67b9016832d2d7",
          "body": "Restore/push long-lived results on the asv-results orphan branch so\nhistory survives Actions cache eviction. Deploy tachyon UI to\ngh-pages/bench and optionally Netlify when secrets are set.",
          "is_bot": false,
          "headline": "feat(asv): orphan asv-results history + Netlify optional deploy",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T12:29:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14459a873166192737eae4c1b7e116e6f26ea2b6",
          "body": "Add ASV dashboard workflow: build eonclient, run asv, publish with\nasv-tachyon, deploy under gh-pages/bench (keeps docs at site root).\nasv.conf gets show_commit_url; benchmarks README documents local and CI.",
          "is_bot": false,
          "headline": "feat(asv): continuous tachyon dashboard on gh-pages/bench",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-22T12:17:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d440d505a8dd449cb1665469633aeb3395ef33f",
          "body": "Add windows-latest to ci_metatomic (pip_metatomic + with_tests, static\ndefault-library, MSVC link path scrub) so MetatomicEngineAbiTest and other\nMSVC-only failures surface in GHA instead of only on conda-forge.\n\nRun meson test on the basic AKMC matrix (including Windows) after install;\nkeep Python server smoke as a separate step.",
          "is_bot": false,
          "headline": "ci: exercise Windows unit tests and metatomic on MSVC",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-21T19:02:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8dd7acf0963b1b9bed5d2e266012734570a5554",
          "body": "eonclient --features under-reported Metatomic/XTB/serve/etc. because\nversion.h was generated before with_* blocks appended -D flags. Move the\nscan and configure_file to just before eclib so the report matches the link.",
          "is_bot": false,
          "headline": "fix(build): assemble features_string after optional -DWITH_* flags",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-21T19:02:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29ff7efb0fe2ab61004270e25503f5af2b92b41a",
          "body": null,
          "is_bot": false,
          "headline": "style(test): ASCII hyphens in MetatomicEngineAbiTest comment",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-21T17:51:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af815ec14a1daceeff12b09c4063335315462764",
          "body": "Replace raw dlfcn.h/dlopen with client/DynLib.h so the ABI symbol\ncheck builds and runs on MSVC. Try platform library names (.so/.dylib/.dll)\nand EON_POTENTIALS_PATH candidates; WARN+return when the engine is absent.\nReverts the Windows-only test registration skip.",
          "is_bot": false,
          "headline": "fix(test): MetatomicEngineAbiTest via DynLib (Windows+POSIX)",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-21T17:49:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45628432b8ee09de4884dd69248fbb3a592e1d8b",
          "body": "The test includes dlfcn.h and uses dlopen/dlsym; MSVC has no dlfcn.\nProduction loaders already go through DynLib.h (LoadLibrary). Gate the\nunit test with not is_windows until rewritten for Windows DLL naming.",
          "is_bot": false,
          "headline": "fix(test): skip MetatomicEngineAbiTest on Windows",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T22:28:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b383f965b2089e334230842893e2f07877b883a",
          "body": null,
          "is_bot": false,
          "headline": "fix(pyeonclient): sync _core __version__ string to 0.3.6",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25782e809ca8471f2ce17d804413dbde47ebdf2b",
          "body": "Ship EDIP OpenMP energy reduction fix and durable optimizer file logs in\nthe nanobind wheel matrix (same monorepo client tree as v2.17.10).",
          "is_bot": false,
          "headline": "chore(pyeonclient): 0.3.6 lockstep with eOn 2.17.10 client fixes",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:50:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1853f99d65a4378e3ffb7f1f0b7df9f10ea1eeb2",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.10",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:36:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fbdec5266d8d602056f6855a07e90f7c9f34e363",
          "body": "Optimizer FileScoped loggers wrote CWD-relative paths like _lbfgs.log.\nJob fixtures delete their /tmp workdirs while Quill keeps process-lifetime\nsinks, causing noisy fopen failures. Route relative file logs under\n\\$TMPDIR/eon_logs.\n\nRgpot embed tests correctly SKIP without nwchemc/cpmdc; Catch2 exits 4\nwhen every case is skipped. Pass --allow-running-no-tests so packaging\nbuilds treat intentional all-skip as success without dropping the cases.",
          "is_bot": false,
          "headline": "fix(log,tests): durable optimizer file logs; Catch2 optional rgpot suite",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:36:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51aaa2b953b37e2d5ae7b6d026a5694510f41099",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.9",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:27:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a096a8afe16d4de4cd700cf51bd34496d0e90ec0",
          "body": "The parallel EDIP energy reduction zeroed shared ener/fxyz only on\nthread 0 without a barrier, so other threads could critical-add into\nstale accumulators. PointJob energies were wrong under OMP_NUM_THREADS>1\nwhile forces still looked plausible. Zero under !$omp single (implicit\nbarrier) before part\n[…]\nFD curvature probe on the first step of each\nminimize accounts for 1692 vs the legacy 1685 SVN dump. Physics\nassertions (energy, acceptance ratio) are unchanged; no test config\noverride of auto_scale.",
          "is_bot": false,
          "headline": "fix(edip): barrier shared energy zero in OpenMP force path",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:27:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "48d6a0f8012eed88527ec131a6330d40c2069808",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.8",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:18:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "934fece06b443038e0fb7bb4c9008ee409046a99",
          "body": "EDIP Fortran energy reduction races when OMP_NUM_THREADS>1 (shared ener\nnot zeroed under a barrier), producing wrong energies while forces can\nstill look right. Pin OpenMP to one thread around the Fortran force call.\n\nBasin-hopping force-call budget matches SVN only with LBFGS auto_scale off\n(auto_scale does an FD force probe on the first step of each minimize).\nPin that in the integration test so the bound stays a real regression check.",
          "is_bot": false,
          "headline": "fix(edip,tests): serial EDIP under OpenMP; pin basin LBFGS to SVN path",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T20:18:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "949d9b9ade519e8010ab73848a999b642e10b060",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.7",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:58:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f29b2326d13395bd9a5dbc2b888466418befe7fb",
          "body": "The packaging SKIP refactor left the CG minimization TEST_CASE inside the\nLBFGS case body, so Catch2 macro expansion failed to compile SiPotTest.",
          "is_bot": false,
          "headline": "fix(tests): un-nest SW CG SiPot TEST_CASE",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:58:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9366a98bf4bce979da386eb9f455c4bec11463a8",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.6",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2c138aff83c2a00a1b97da947ce184074ee073e",
          "body": "The SKIP-macro refactor closed the fixture class early and left runJob as a\nfree function, so TEST_CASE_METHOD could not inherit members and packaging\nbuilds failed to compile JobIntegrationTest.cpp.",
          "is_bot": false,
          "headline": "fix(tests): keep JobIntegrationFixture::runJob a class method",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e591f7ea07a65efa9346ada6b9db59d995e27482",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.5",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:40:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f803092a63b1d3d77524b17d8e26af520aca39d",
          "body": null,
          "is_bot": false,
          "headline": "fix(tests): expand SKIP via macro in job fixture callers",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:40:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8364e5ade6cb3103b402b21e5a0451135a1d1f9a",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.4",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:39:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "055232c3031ca253799d2b9ddaf211281970918b",
          "body": "Helpers cannot call SKIP (Catch expands a nested static). Use macros in\nSiPotTest and a requireTestData wrapper on the job fixture instead.",
          "is_bot": false,
          "headline": "fix(tests): Catch2 SKIP only from TEST_CASE bodies",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:38:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "200d9155d7941e85d1afd539f03c86df0d153605",
          "body": null,
          "is_bot": false,
          "headline": "chore(version): v2.17.3",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:30:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4035e0516fce5e931020aae0ce97fbe2ed63445d",
          "body": "fix(tests): skip when fixtures or engines missing",
          "is_bot": false,
          "headline": "Merge pull request #375 from HaoZeke/fix/test-skip-missing-deps",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:27:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d908f719df38e002e022d2ac20764974d1244f97",
          "body": "Job integration resolves systems data via EON_TEST_SYSTEMS_DIR (set by\nmeson) and SKIPs if the directory is absent. Si pot tests SKIP when\npos.con is missing or a fortran potential returns no energy. Packaging\ninstalls can run meson test without local fixture trees or nwchemc/cpmdc.",
          "is_bot": false,
          "headline": "fix(tests): skip unit tests when fixtures or engines are missing",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-20T19:14:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4467a3f9a7364892c93e9d504dc3394846041d4",
          "body": "fix(metatomic): vesin 0.6 + rgpot 2.5.2 for RGPOT engines",
          "is_bot": false,
          "headline": "Merge pull request #374 from HaoZeke/fix/vesin06-rgpot-252",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T15:07:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c9571ad225ac9b4efbf6542a2cebbfffec6732e",
          "body": "CI uses pixi install --locked; metatomic feature floors moved to vesin 0.6.",
          "is_bot": false,
          "headline": "chore(pixi): refresh lock for vesin 0.6 metatomic pins",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T14:42:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e38d7fb0a3e12e7563ad57ed0044e5ca9b03392",
          "body": "Align bind __version__ with pyproject-pyeonclient.toml and point the\nrgpot subproject wrap at the released v2.5.2 tag.",
          "is_bot": false,
          "headline": "chore(pyeonclient): lockstep 0.3.5; rgpot wrap v2.5.2",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T14:31:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f230766b350a4edd24833a5b17a963c0b51bebba",
          "body": "Metatomic/RGPOT engines pass VesinOptions by value; vesin 0.6 added skin\nand n_threads. Align pixi/pyeonclient/eon-akmc pins and the rgpot wrap\nwith rgpot 2.5.2 so dlopen forces no longer fail with a bare\nvesin_neighbors error.",
          "is_bot": false,
          "headline": "fix(metatomic): pin vesin 0.6 and rgpot 2.5.2 for VesinOptions ABI",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T13:05:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e10f09d12a6ddd8f342b158ef213c124a6d63e3a",
          "body": null,
          "is_bot": false,
          "headline": "style(client): clang-format GPRHelpers after Eigen Coord adaptation",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T11:59:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bdff082b7a3ef6adb60650ae1aecb1e3314e4c57",
          "body": "gpr_optim replaced Field/Coord with RowMajor Eigen matrices (1×N /\n1×3N). Update eOn glue: (0,i) indexing, no clear() on Coord, flatten\nAtomMatrix via memcpy, getFinalOrientation by const-ref, and explicit\nMOVING/FROZEN atoms. Matches the stabilized gpr_optim pin.",
          "is_bot": false,
          "headline": "fix(client): adapt AtomicGPDimer/GPRHelpers to Eigen gpr::Coord",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T11:38:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a712b9b05515eff5fa0151c7cf0a7ef4360ab801",
          "body": "atmd::AtomicDimer is neither copyable nor movable (user-declared\ndestructor + unique_ptr member), so AtomicGPDimer cannot be passed as a\ntemporary into std::variant. Use std::in_place_type so the alternative\nis built in the variant storage. Unblocks WITH_GPRD builds against the\nstabilized gpr_optim pin.",
          "is_bot": false,
          "headline": "fix(client): construct AtomicGPDimer in place in EigenmodeStrategy",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T11:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd893ba61519dae3cbd615c33b990e67cc1215f4",
          "body": "with_gprd=true put gpr_optim (+ nested rgpot/HDF5) into the shared\n_deps used by every potential plugin. CuH2 then linked with -lz from\nHDF5 and failed in lean CI envs (cannot find -lz).\n\nKeep gpr_optim on eonclib/executables only, and build the subproject\nwith use_hdf5=false — AtomicGPDimer does not need gpr_optim HDF5 logs.",
          "is_bot": false,
          "headline": "fix(build): isolate gpr_optim deps from pot plugins",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T11:11:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc345d9a3d4800147c1a4e888d218851858129f4",
          "body": "Merge develop: pin gpr_optim to 365b78bd with -Dwith_gprd=true, seed\ndimer soft modes, print XTB errorlogs, and fill v2.13–v2.16 release dates.",
          "is_bot": false,
          "headline": "fix(ci): land GPRD pin, XTB dimer seed, and release doc dates",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T10:58:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09710229c9c947583487c66fa31288a62151b126",
          "body": "gpr_optim pin 26242c8 is not on any branch after the history rewrite, so\nCI failed at git checkout with \"unable to read tree\" (continue-on-error\nleft a permanent red check). Clone develop and pin 365b78bd, build with\n-Dwith_gprd=true, and drop continue-on-error.\n\nDimerFixture used Eigen Random modes; soft-mode REQUIREs then flaked\n(exit 42 on XTB suite). Seed atom-0 +x like the LOR cases.\n\nXTB job: pixi run + --print-errorlogs so Catch failures are visible.",
          "is_bot": false,
          "headline": "fix(ci): restore GPRD pin, stabilize dimer tests, surface XTB errors",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T10:43:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e91ea43383b0d4f8e724e2b7846dd0196aabe4b",
          "body": "Sphinx release pages still had 2026-XX-XX and \"pending cut\" after those\nversions shipped; align headings with CHANGELOG.md cut dates.",
          "is_bot": false,
          "headline": "docs(releases): fill placeholder dates for v2.13–v2.16 pages",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T10:43:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b845a58993106f7cda2f5dc43f108efd44021ec2",
          "body": "release: eOn v2.17.2 (green packaging + eon-akmc/pyeonclient)",
          "is_bot": false,
          "headline": "Merge pull request #373 from TheochemUI/develop",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T03:43:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f597cb2b7be28a7f8b233466e1a98a764a688f27",
          "body": "Meson install_sources flattened nested packages into site-packages/eon,\nso `import eon.geometry` failed after install (CI `python -m eon.server`\nsmoke on Build basic eon). Enable preserve_path and install missing\nruntime modules (amsel_superbasin_gate, __main__, params_ssot).",
          "is_bot": false,
          "headline": "fix(build): preserve eon.geometry/mcamc install paths",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:56:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40faa2bdb465f1386c101a0402a0a69e63b65268",
          "body": "dependency('rgpot') was allowing the wrap fallback and configuring the\nsubproject with default options (no with_rpc_client_only), so a later\nsubproject(..., default_options: ...) reuses that instance and\nnwchempot_dep/cpmdpot_dep are missing — breaks pyeonclient sdist.\n\nUse pkg-config only (allow_fallback: false); wrap path stays explicit.",
          "is_bot": false,
          "headline": "fix(build): do not configure rgpot wrap via dependency() fallback",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:45:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "56fbf6377832b3aa01927114e54caf91e194467b",
          "body": "eon/schema.py is a re-export stub after the eon-schema package split;\nAST checks must read packages/eon-schema/.../models.py or KeyError\non SaddleSearchConfig (and friends) fails python coverage.",
          "is_bot": false,
          "headline": "fix(tests): parse eon-schema models for config metadata drift",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:40:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbaaf7e90d61594bb141c8a2d123eafea4e13f51",
          "body": null,
          "is_bot": false,
          "headline": "docs(changelog): note pyeonclient 0.3.4 full wheel republish",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:26:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "63ecb8690cbfd1ed066ab59e725fdb4cf4efb924",
          "body": "Patch cut after incomplete v2.17.0/v2.17.1: green-CI packaging so\neon-akmc sdist, pyeonclient wheels, eon-schema, and the GitHub release\ntarball all publish from the same monorepo tip.",
          "is_bot": false,
          "headline": "chore(release): prepare v2.17.2 and pyeonclient 0.3.4",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:26:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55c83bc27c5ec8da3bd0e0535d954a5318556ba4",
          "body": "meson-python sdist runs a full client configure, which requires quill.\nrelease.yml only installed Eigen, so v2.17.0/v2.17.1 never published\neon-akmc. Install the same manylinux native deps path, write a quill.pc\nwhen upstream only exports CMake config, and fall back to cmake\nquill::quill in client/meson.build.",
          "is_bot": false,
          "headline": "fix(release): install quill for eon-akmc sdist and pyeonclient CI",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:26:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7d112044cd72556e62d94db1500907c7a0a50ab",
          "body": "Make the v2.17.1 tip pass the lints job so release CI is not blocked\non mechanical formatting from the rgpot 2.5 API restore.",
          "is_bot": false,
          "headline": "style: prek trailing whitespace, EOF, and clang-format",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:26:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f99729e7438a2f6788c41b8827eb98d6ea0580f6",
          "body": "Patch release for packaging: meson options and rgpot 2.5 API.",
          "is_bot": false,
          "headline": "release: eOn v2.17.1",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:16:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7129ca5ec335ae938457eb833666e7b1383450c",
          "body": "with_pyeonclient and install_eon_server were dropped from meson_options.txt\nin the v2.17.0 merge, so meson setup failed. RGPotEngine now accepts the\nrgpot >= 2.5 (energy, forces, variance) tuple from operator().",
          "is_bot": false,
          "headline": "fix(build): restore pyeonclient meson options and rgpot 2.5 API",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:16:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "841dad12318b49c25104e3773e5da6f3a55bfe5d",
          "body": "release: eOn v2.17.0",
          "is_bot": false,
          "headline": "release: eOn v2.17.0",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:00:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "768958be8566c6cafbb3a0fd11452566726abcd9",
          "body": "Resolve add/add on eon-schema and pyeonclient wheel surfaces: keep develop\nfeature packaging models, land eon-schema 0.2.2 / OIDC publish from main.",
          "is_bot": false,
          "headline": "merge(upstream): main into develop for v2.17.0 release PR",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T02:00:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23289db0b6e7cacebf3b6835b8c085b633bc34b7",
          "body": "Integrate AMSEl superbasin, hessian FD, and LOR rotation from upstream\ndevelop. Keep monorepo eon.schema re-export and readcon ConFileIO path.",
          "is_bot": false,
          "headline": "merge(upstream): bring develop into v2.17.0 line",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T01:58:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "098b2b41fe9e638cbf4861c5ddc1b603bc506fe7",
          "body": "Single line: all pyeonclient/schema features plus distribution packaging\n(Eigen 5 SafeMath, nlohmann_json module prefer, rgpot pkg-config + v2.5.0\nwrap, RGPOT metatomic and xtb dlopen). develop/main only — no feature\nbranch split.",
          "is_bot": false,
          "headline": "chore(release): unify packaging on develop as v2.17.0",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T01:54:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3733c808bda9eb83159c491c8851ec1f2c557883",
          "body": "Use std::get so both the old pair API and the 2.5+ three-tuple compile.",
          "is_bot": false,
          "headline": "fix(rgpot): accept energy/forces/variance return from rgpot >= 2.5",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T01:54:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab0cdb8aa61faffb0db02b6df20f40ec7be09c0b",
          "body": "Resolve installed rgpot via dependency('rgpot') before the Meson\nsubproject wrap (EasyBuild/system packages). Wrap revision tracks the\nv2.5.0 tag that installs headers and rgpot.pc without torch/xTB at link\ntime. Vesin lookup also tries cmake after pkg-config.",
          "is_bot": false,
          "headline": "build(rgpot): prefer pkg-config; pin wrap to v2.5.0",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T01:37:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76757d7f248d66fb1e5488446c95a51efd2f4dab",
          "body": "Water GFN2 force microbench matching rgpot compare geometry for\nhead-to-head dlopen vs eOn linked ship timing.",
          "is_bot": false,
          "headline": "test(xtb): add xtb_ship_bench timing harness for linked ship",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-18T01:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "854fedb52f181e5e0ae6060fb31a3004a25bb490",
          "body": "manylinux/no-isolation builds install metatensor under the torch\nsite-packages tree, not py.get_install_dir(). Probe site + torch\nmajor.minor via import for find_library dirs.\n\nWheel repair failed after auditwheel staged hash-suffixed capnp into\npyeonclient.libs while the packager only checked\n.pyeonclient.mesonpy.libs. Consolidate *.libs packs first so rpath\nand the vendored-NEEDED gate agree.",
          "is_bot": false,
          "headline": "fix(ci): resolve pip metatensor paths; consolidate auditwheel libs",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:55:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "650c8ed2868fabdbc7a7335d28d66e99626d06ff",
          "body": "sdist: cmake --install needs sudo on non-root GHA runners.\nmetatomic: use import-based torch path for pip_metatomic so find_library\n(c10) works under manylinux no-isolation builds.",
          "is_bot": false,
          "headline": "fix(ci): resolve pip torch path for metatomic wheels; sudo host deps",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:36:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4e0d9fb7b3dc7b8e927b4b646fa11723a251ca7",
          "body": "GHA ubuntu runners are non-root; manylinux containers are root. Use\nsudo for /usr/local install only when needed so sdist can install\nSHARED+PIC capnproto and quill.",
          "is_bot": false,
          "headline": "ci(pyeonclient): sudo cmake --install host deps for sdist",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:35:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3058f15aaea07fce54e9deedf89cb4424356c6d6",
          "body": "tags-only push (no branches) never schedules branch CI. Combine tags\nwith feat/** branches so wheel jobs actually start; keep path filters\non pull_request only.",
          "is_bot": false,
          "headline": "ci(pyeonclient): fix push triggers so branch and tag builds run",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:28:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "361b400af93b3b1cd37514a7c0581f89c41cde88",
          "body": null,
          "is_bot": false,
          "headline": "ci(pyeonclient): fix wheel workflow matrix/env consistency",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:27:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4df66f7d4b9008cad9da2ea3f83f420dc926d46f",
          "body": null,
          "is_bot": false,
          "headline": "ci(pyeonclient): simplify push triggers for wheel workflow",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:26:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c382a61ffb15d227fc3406a5b14267fdfcdaaf9a",
          "body": "cp314t failed on 2.23.3 (no freethreading tags / wrong enable). Bump to\ncibuildwheel 3.2.1 so 3.14 freethreading is default; keep 3.13t via\nenable=cpython-freethreading. Shared manylinux deps script builds\ncapnproto SHARED+PIC and quill. Metatomic uses --no-isolation so torch\nmodules are visible to meson. sdist installs the same host deps.",
          "is_bot": false,
          "headline": "ci(pyeonclient): restore full wheel matrix with cibuildwheel 3.2.1",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:24:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43235785d7711671fc3ef56ec1cc5ac1bba8cdf7",
          "body": "Static libcapnp.a without -fPIC cannot link into libptlrpc.so. Build\ncapnproto as shared with CMAKE_POSITION_INDEPENDENT_CODE, set\nLD_LIBRARY_PATH for capnp codegen, and skip the 3.14t freethreading job\nthat selects no cibuildwheel identifiers.",
          "is_bot": false,
          "headline": "ci(pyeonclient): shared PIC capnp and drop broken cp314t matrix",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:16:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "25292dbdab5826f97e1cafda280f9c61c407c7c8",
          "body": "Bump lockstep pyproject-pyeonclient + module.cpp. Document path_frames /\nretain_frames / climb_frames; fragment for monorepo changelog.",
          "is_bot": false,
          "headline": "chore(pyeonclient): release 0.3.3 path_frames and min/saddle movies",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T20:00:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f932b29f28034af1cf6903f4ba95da5379fa52e9",
          "body": "User-defined copy suppressed implicit move, so make_tuple(std::move(out))\ncopy-constructed an empty movie trajectory. Add move ctor/assign that\ntransfer ConFrames; clear frames on copy-assign. Cover default\nrelax(inplace=False, retain_frames=True).",
          "is_bot": false,
          "headline": "fix(pyeonclient): move Matter.movie_frames_ on non-inplace relax return",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T19:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96e1cb39c956205898aac7434c8fd983ce34d34f",
          "body": "Exercise acceptance path (compute → path_frames) with a short LJ band and\nalign roundtrip stamps including parallel_force.",
          "is_bot": false,
          "headline": "test(pyeonclient): path_frames after NEB compute, not only update_forces",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T19:37:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d74f784edcf5d838a6448e735456f65ca8872ba",
          "body": "Factor buildNebPathFrames / pathToConFrames from writePathCon so NEB\npath_frames / to_conframes return stamped readcon.ConFrame lists without\nwriting neb.con. Retain minimization movie frames and saddle climb\nframes independently of write_movies, with matching metadata stamps.",
          "is_bot": false,
          "headline": "feat(pyeonclient): in-memory ConFrame export for NEB path and min/saddle",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T19:35:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b8a7d23e3ccbd1c3e4e2877e0da1759095e0ab3",
          "body": "This reverts commit 53ba6189f810ec076d9d26993211b53041a1b008.",
          "is_bot": false,
          "headline": "Revert \"feat(pyeonclient): add plot_neb / plot_min library surface\"",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T18:37:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "66f33a064d9b43464626bd338127eef1891ab284",
          "body": "This reverts commit e25d3201797704f99a1d8e0817d0de229ca9d593.",
          "is_bot": false,
          "headline": "Revert \"chore(pyeonclient): bump _core __version__ to 0.3.3\"",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T18:37:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e25d3201797704f99a1d8e0817d0de229ca9d593",
          "body": null,
          "is_bot": false,
          "headline": "chore(pyeonclient): bump _core __version__ to 0.3.3",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T18:30:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53ba6189f810ec076d9d26993211b53041a1b008",
          "body": "Expose kwargs-based NEB and minimization figures at package root\n(pyeonclient.plot) instead of cookbook argv wrappers around rgpycrumbs\nCLI. Optional extra [plot]; cookbook extra pulls plot in. Version 0.3.3.",
          "is_bot": false,
          "headline": "feat(pyeonclient): add plot_neb / plot_min library surface",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T18:29:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8486866cf4ed4bdab42a76c87ae648baf0b9700a",
          "body": "Ignore unused Parameters so make_backend(..., params=) matches\nrgpot_metatomic / metatomic factories and docs.",
          "is_bot": false,
          "headline": "fix(pyeonclient): accept params= on ase_metatomic backend",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T15:48:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5303d56b8a592a49a8b3b7e09a828ac9ca2e2d43",
          "body": "Land packages/eon-schema on the release train and bump a patch so\nTrusted Publishing can upload a new artifact (0.2.1 already on PyPI).",
          "is_bot": false,
          "headline": "release(eon-schema): 0.2.2 for OIDC publish smoke",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T15:04:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8326bca555bfa807538458f2d22f7e372e74202a",
          "body": "Wire Trusted Publishing environments pypi-eon-schema and\npypi-pyeonclient (plus existing release for eon-akmc).",
          "is_bot": false,
          "headline": "ci: add eon-schema and pyeonclient PyPI OIDC publish workflows",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T14:57:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0f02c4698ce51d5c38837c1143976a8694fecf3",
          "body": "meson install_sources listed only the 0.3.1 pure modules, so 0.3.2\nwheels imported _core but failed on pyeonclient.api / backends.",
          "is_bot": false,
          "headline": "fix(pyeonclient): ship api/backends/models pure modules in wheel",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T14:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "848bf3571478aa71f1e7a6ec1a984b9043f80aea",
          "body": "Remove OIDC environment/runbook pages from docs/source; leave CI workflows\nand a short generic Trusted Publishing mention only where packaging docs need it.",
          "is_bot": false,
          "headline": "docs: keep PyPI publish setup out of public Sphinx pages",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T13:49:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3aa59d353531b1e62f8947d757629ccfebca8906",
          "body": "….3.2\n\nCut monorepo CHANGELOG for 2.17.0 (towncrier), bump lockstep version surfaces,\npromote eon-schema NebSpec work to 0.2.1, bump pyeonclient to 0.3.2 with\neon-schema>=0.2.1 models pin. Add eon-schema OIDC publish workflow and\nTrusted Publishing docs for eon-akmc / pyeonclient / eon-schema.",
          "is_bot": false,
          "headline": "chore(release): synchronize 2.17.0 / eon-schema 0.2.1 / pyeonclient 0…",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T13:44:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19f2e97e337c1c827764ad72a517662821c2e5dc",
          "body": "getForcesFree runs without the GIL; matrix_to_numpy requires it. Match\nforces/forces_raw pattern to avoid segfault on free-force access.",
          "is_bot": false,
          "headline": "fix(pyeonclient): do not build numpy under released GIL in forces_free",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T13:26:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18b67949bd2ea25a9bc632d05631df3537495fa7",
          "body": "…orces\n\nChemist NEB entry exposes find_extrema; write_neb_results accepts NEB or\nband. Release GIL for forces_free and max_force. Export step helpers at\npackage root for compose without alias. Docs prefer make_backend + NebSpec.",
          "is_bot": false,
          "headline": "feat(pyeonclient): NEB.find_extrema, write_neb_results, GIL on free f…",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T13:16:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a42268fa24a29d5bd4c5d4b2e44bf92ed9678f1",
          "body": "…position",
          "is_bot": false,
          "headline": "feat(pyeonclient): export pot_registry_total_force_calls for step com…",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:58:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9af903ff2f89c8745f7ac2226e202f82f4941c0",
          "body": "PathInit.file + path_list, energy weighting, climbing image, hybrid MMF,\nand optimizer knobs map onto Parameters via apply_to_parameters so\nclass-first callers do not hand-assign neb_* fields.",
          "is_bot": false,
          "headline": "feat(eon-schema): expand NebSpec for EW/CI/OCI-MMF cookbook NEB",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:54:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be4fb296edbd34d5a46eb2848998ccdaaa784250",
          "body": "…rity\n\nDocument that one Parameters instance should be passed into make_backend\nso results.dat and registry see METATOMIC/RGPOT rather than a default LJ.",
          "is_bot": false,
          "headline": "docs(pyeonclient): share Parameters with make_backend for pot type pa…",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:50:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9707d937f3781b0892a5445cf745df25e5c70db3",
          "body": "Class-first cookbook and Matter paths construct potentials via the\nbackend registry rather than PotType + make_potential.",
          "is_bot": false,
          "headline": "docs(pyeonclient): prefer make_backend in steps module examples",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:31:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f41a086bd191ea6ef9702279f4d044fb35183b99",
          "body": "…ook NEB\"\n\nThis reverts commit a26e5740a1fc4651d2c5c8234fb2269f0968b5fe.",
          "is_bot": false,
          "headline": "Revert \"feat(pyeonclient): configure_neb_ew_mmf for class-first cookb…",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:29:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a26e5740a1fc4651d2c5c8234fb2269f0968b5fe",
          "body": "Shared helper matches eon-pet-neb energy-weighted CI + OCI-MMF settings so\ncallers use make_backend + Parameters instead of hand-written config.ini.",
          "is_bot": false,
          "headline": "feat(pyeonclient): configure_neb_ew_mmf for class-first cookbook NEB",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:28:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1f1643ec60ba0c8ac2fba57d81769c09b286736",
          "body": "…A headers\n\nTorch autograd from Matter/NEB bindings must not hold the Python GIL.\nMake torch/cuda.h and torch/mps.h optional so CPU-only torch wheels build.",
          "is_bot": false,
          "headline": "fix(pyeonclient): release GIL for metatomic force paths; optional CUD…",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:27:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6a02228c4bfbb2d3acd4d02e40475217a4bcfd8",
          "body": "Resolve libmetatomic_engine via explicit path, RGPOT_METATOMIC_ENGINE /\nMETATOMIC_ENGINE, or rgpot.default_metatomic_engine_path() so cookbook\nand thin wheels need no hand-rolled pot plumbing.",
          "is_bot": false,
          "headline": "fix(pyeonclient): auto-discover RGPOT metatomic engine in make_backend",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T12:07:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0e6f00b2c9ab7b3b09c346980093b5a1d109f4a",
          "body": "Document the shared L0/L1/L2 + INI contract under devdocs/eon-schema,\ncorrect package PUBLISHING for pydantic hard deps and 0.2, and point the\npyeonclient user guide at the shared package.",
          "is_bot": false,
          "headline": "docs(eon-schema): eOn site page, fix stale PUBLISHING, link pyeonclient",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T11:46:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3621bd11dd9914d42b12d7a4af8bbf37affb6e73",
          "body": "Add eon_schema.config.ini (write_ini, read_ini, defaults_from_catalog,\nhydrate_ini, unknown_ini_keys, model_to_ini_section, write_models_ini)\nso rgpycrumbs and other tools can author validated config.ini from L0/L1\nwithout importing eon-akmc. Dimer L1 field prefixes map to INI keys.",
          "is_bot": false,
          "headline": "feat(eon-schema): INI write/hydrate helpers for shared config authorship",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T11:43:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12db1a667fea5f0437c1c97fd877333bdcaccc31",
          "body": "eon-schema is the shared surface: L0 Cap'n Proto, L1 pydantic job models,\nand L2 DimerSpec/NebSpec. eon.schema and pyeonclient.models re-export only;\neon-akmc depends on eon-schema>=0.2; pyeonclient[models] pulls the same\npackage so both clients share one authoring home.",
          "is_bot": false,
          "headline": "refactor(eon-schema): own L1 job config for eon-akmc and pyeonclient",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T11:35:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24b9b74a65e8740c13a5c38947cdce734b6e896c",
          "body": "Add mta-bench environment and mta-backend-bench task that builds fat and\nASE-safe pyeonclient trees, runs the three-way PET-MAD compare into the\ndocs JSON SSoT, and regenerates the figure. Clean hard-coded host paths\nfrom the compare script; document the pixi one-liner in the user guide.",
          "is_bot": false,
          "headline": "build(mta-bench): reproducible pixi env for metatomic backend compare",
          "author_name": "Rohit Goswami",
          "author_login": "HaoZeke",
          "committed_at": "2026-07-17T11:21:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 10,
      "commits_last_year": 900,
      "latest_release_at": "2026-07-20T20:43:08Z",
      "latest_release_tag": "v2.17.10",
      "releases_from_tags": false,
      "days_since_last_push": 1,
      "active_weeks_last_year": 34,
      "days_since_latest_release": 8,
      "mean_days_between_releases": 2.6
    },
    "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": "eon-akmc",
          "exists": true,
          "license": "BSD-3-Clause",
          "keywords": [
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: BSD License",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX",
            "Operating System :: POSIX :: Linux",
            "Operating System :: Unix",
            "Programming Language :: C",
            "Programming Language :: C++",
            "Programming Language :: Fortran",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Topic :: Scientific/Engineering",
            "Topic :: Software Development :: Libraries"
          ],
          "ecosystem": "pypi",
          "matches_repo": false,
          "registry_url": "https://pypi.org/project/eon-akmc/",
          "is_deprecated": false,
          "latest_version": "3.0.0",
          "repository_url": "https://github.com/TheochemUI/eOn",
          "versions_count": 4,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2026-07-05T11:32:39.522181Z",
          "latest_published_at": "2026-07-26T21:40:06.105905Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 2
        },
        {
          "name": "eon-schema",
          "exists": true,
          "license": "BSD-3-Clause",
          "keywords": [
            "AKMC",
            "capnp",
            "eOn",
            "pydantic",
            "pyeonclient",
            "schema",
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: BSD License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Scientific/Engineering"
          ],
          "ecosystem": "pypi",
          "matches_repo": false,
          "registry_url": "https://pypi.org/project/eon-schema/",
          "is_deprecated": false,
          "latest_version": "0.2.2",
          "repository_url": "https://github.com/TheochemUI/eOn",
          "versions_count": 3,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2026-07-17T11:55:04.096162Z",
          "latest_published_at": "2026-07-17T15:11:16.330956Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 11
        }
      ]
    },
    "popularity": {
      "forks": 0,
      "stars": 0,
      "watchers": 0,
      "fork_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_forks": 0
      },
      "star_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_stars": 0,
        "collected_at": null
      },
      "open_issues_and_prs": 1
    },
    "ai_readiness": {
      "has_nix": true,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "client/potentials/AMS/Makefile",
        "client/potentials/AMS_IO/Makefile",
        "client/potentials/ASE/Makefile",
        "client/potentials/Aluminum/Makefile",
        "client/potentials/EAM/Makefile",
        "client/potentials/EDIP/Makefile",
        "client/potentials/EMT/Makefile",
        "client/potentials/ExtPot/Makefile",
        "client/potentials/FeHe/Makefile",
        "client/potentials/GPRPotential/Makefile",
        "client/potentials/IMD/Makefile",
        "client/potentials/LAMMPS/Makefile",
        "client/potentials/LJ/Makefile",
        "client/potentials/LJCluster/Makefile",
        "client/potentials/Lenosky/Makefile",
        "client/potentials/MPIPot/Makefile",
        "client/potentials/Morse/Makefile",
        "client/potentials/NewPot/Makefile",
        "client/potentials/PyAMFF/Makefile",
        "client/potentials/PyAMFF/lib/Makefile",
        "client/potentials/QSC/Makefile",
        "client/potentials/SW/Makefile",
        "client/potentials/Tersoff/Makefile",
        "client/potentials/VASP/Makefile",
        "client/potentials/Water/Makefile",
        "client/potentials/Water_H/Makefile",
        "client/potentials/Water_Pt/Makefile",
        "docs/old_docs/Makefile",
        "eon/mcamc/Makefile",
        "eon/mcamc/libqd/Makefile",
        "tools/mastereqn/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 531489,
      "source_files_sampled": 622,
      "oversized_source_files": 9,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "Gemfile",
        "pyproject.toml",
        "requirements.txt"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 10,
        "malicious_count": 0,
        "assessed_package": "pypi:eon-akmc@3.0.0",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi",
        "rubygems"
      ],
      "dependencies": [
        {
          "name": "tty-command",
          "manifest": "Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "tty-prompt",
          "manifest": "Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "tty-file",
          "manifest": "Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "solid_assert",
          "manifest": "Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "inifile",
          "manifest": "Gemfile",
          "ecosystem": "rubygems",
          "version_constraint": null
        },
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.26.4"
        },
        {
          "name": "readcon",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.13.0"
        },
        {
          "name": "vesin",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.6.0"
        },
        {
          "name": "eon-schema",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.2.0"
        },
        {
          "name": "pydantic",
          "manifest": "packages/eon-schema/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0"
        },
        {
          "name": "typing_extensions",
          "manifest": "packages/eon-schema/pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.0"
        }
      ],
      "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": 1,
        "merged_prs": 1,
        "open_issues": 0,
        "closed_ratio": null,
        "closed_issues": 0,
        "closed_unmerged_prs": 2
      },
      "bus_factor": 2,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "HaoZeke",
          "commits": 2141,
          "avatar_url": "https://avatars.githubusercontent.com/u/4336207?v=4"
        },
        {
          "type": "User",
          "login": "SamChill",
          "commits": 854,
          "avatar_url": "https://avatars.githubusercontent.com/u/1629780?v=4"
        },
        {
          "type": "User",
          "login": "wwwtyro",
          "commits": 459,
          "avatar_url": "https://avatars.githubusercontent.com/u/929443?v=4"
        },
        {
          "type": "User",
          "login": "iz1ng",
          "commits": 310,
          "avatar_url": "https://avatars.githubusercontent.com/u/14155146?v=4"
        },
        {
          "type": "User",
          "login": "mattwelborn",
          "commits": 244,
          "avatar_url": "https://avatars.githubusercontent.com/u/1508995?v=4"
        },
        {
          "type": "User",
          "login": "zhanglab-THU",
          "commits": 199,
          "avatar_url": "https://avatars.githubusercontent.com/u/67583792?v=4"
        },
        {
          "type": "User",
          "login": "andped10",
          "commits": 154,
          "avatar_url": "https://avatars.githubusercontent.com/u/48797331?v=4"
        },
        {
          "type": "User",
          "login": "t-brink",
          "commits": 39,
          "avatar_url": "https://avatars.githubusercontent.com/u/2961865?v=4"
        },
        {
          "type": "User",
          "login": "edelmann",
          "commits": 30,
          "avatar_url": "https://avatars.githubusercontent.com/u/6603035?v=4"
        },
        {
          "type": "User",
          "login": "jccberthet",
          "commits": 23,
          "avatar_url": "https://avatars.githubusercontent.com/u/17503263?v=4"
        }
      ],
      "contributors_sampled": 17,
      "top_contributor_share": 0.478
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "ci_ase.yml",
        "ci_asv_dashboard.yml",
        "ci_bench_commenter.yml",
        "ci_benchmark.yml",
        "ci_build_akmc.yml",
        "ci_build_gprd.yml",
        "ci_doc_commenter.yml",
        "ci_docs.yml",
        "ci_metatomic.yml",
        "ci_precommit.yml",
        "ci_rgpot.yml",
        "ci_serve.yml",
        "ci_xtb.yml",
        "coverage.yml",
        "eon-schema-publish.yml",
        "pyeonclient-wheels.yml",
        "release-prepare.yml",
        "release.yml",
        "towncrier.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "ruff.toml"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": true
    },
    "security_signals": {
      "lockfiles": [
        "Gemfile.lock",
        "uv.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "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",
            "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": 10,
            "reason": "project has 37 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "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": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "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": 0,
            "reason": "15 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "17c3a80210b06b2800e4210ea61e57045357585b",
        "ran_at": "2026-07-28T23:41:47Z",
        "aggregate_score": 4.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-27T12:50:50Z",
      "oldest_open_prs": [
        {
          "number": 3,
          "created_at": "2026-06-28T14:48:38Z",
          "last_comment_at": "2026-06-28T15:07:38Z",
          "last_comment_author": "github-actions"
        }
      ],
      "last_merged_pr_at": "2026-06-27T10:43:46Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/HaoZeke/eOn",
    "host": "github.com",
    "name": "eOn",
    "owner": "HaoZeke"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 58,
      "inputs": {
        "security": 54,
        "vitality": 89,
        "community": 12,
        "governance": 51,
        "engineering": 75
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 89,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "commits_last_year": 900,
              "human_commit_share": 1,
              "days_since_last_push": 1,
              "active_weeks_last_year": 34
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "34/52 weeks with commits",
                "points": 23.5,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 34
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "900 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 900
                    }
                  }
                ],
                "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": 10,
              "latest_release_tag": "v2.17.10",
              "releases_from_tags": false,
              "days_since_latest_release": 8,
              "mean_days_between_releases": 2.6
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "10 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 8 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 8
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~2.6 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 2.6
                    }
                  }
                ],
                "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": 6,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 6 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 6
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 12,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 0,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "0 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "critical",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 25,
            "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": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
                    }
                  }
                ],
                "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": "moderate",
        "name": "Sustainability & Governance",
        "value": 51,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 17,
              "top_contributor_share": 0.478
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 48% of commits",
                "points": 11.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 48
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "17 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 17
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 37 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "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": "moderate",
            "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": 66,
            "inputs": {
              "followers": 290,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "HaoZeke",
              "public_repos": 424,
              "account_age_days": 4833
            },
            "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": "290 followers of HaoZeke",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 290,
                      "login": "HaoZeke"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "424 public repos, account ~13 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 424
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 75,
        "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": "19 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 19
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "ruff.toml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 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": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://theochemui.github.io/eOn/",
              "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": "https://theochemui.github.io/eOn/",
                "points": 15,
                "status": "met",
                "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": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 42,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.2
            },
            "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": "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 37 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 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 0",
                "points": 0,
                "status": "missed",
                "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": "15 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:eon-akmc@3.0.0 runtime dependency closure — what installing the published package pulls in — 10 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:eon-akmc@3.0.0",
                  "assessed": 10
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 10,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 10,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "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": 62,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.97,
              "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": "97 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 97,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "Gemfile.lock",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "client/potentials/AMS/Makefile",
                "client/potentials/AMS_IO/Makefile",
                "client/potentials/ASE/Makefile",
                "client/potentials/Aluminum/Makefile",
                "client/potentials/EAM/Makefile",
                "client/potentials/EDIP/Makefile",
                "client/potentials/EMT/Makefile",
                "client/potentials/ExtPot/Makefile",
                "client/potentials/FeHe/Makefile",
                "client/potentials/GPRPotential/Makefile",
                "client/potentials/IMD/Makefile",
                "client/potentials/LAMMPS/Makefile",
                "client/potentials/LJ/Makefile",
                "client/potentials/LJCluster/Makefile",
                "client/potentials/Lenosky/Makefile",
                "client/potentials/MPIPot/Makefile",
                "client/potentials/Morse/Makefile",
                "client/potentials/NewPot/Makefile",
                "client/potentials/PyAMFF/Makefile",
                "client/potentials/PyAMFF/lib/Makefile",
                "client/potentials/QSC/Makefile",
                "client/potentials/SW/Makefile",
                "client/potentials/Tersoff/Makefile",
                "client/potentials/VASP/Makefile",
                "client/potentials/Water/Makefile",
                "client/potentials/Water_H/Makefile",
                "client/potentials/Water_Pt/Makefile",
                "docs/old_docs/Makefile",
                "eon/mcamc/Makefile",
                "eon/mcamc/libqd/Makefile",
                "tools/mastereqn/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": "client/potentials/AMS/Makefile, client/potentials/AMS_IO/Makefile, client/potentials/ASE/Makefile, client/potentials/Aluminum/Makefile, client/potentials/EAM/Makefile, client/potentials/EDIP/Makefile, client/potentials/EMT/Makefile, client/potentials/ExtPot/Makefile, client/potentials/FeHe/Makefile, client/potentials/GPRPotential/Makefile, client/potentials/IMD/Makefile, client/potentials/LAMMPS/Makefile, client/potentials/LJ/Makefile, client/potentials/LJCluster/Makefile, client/potentials/Lenosky/Makefile, client/potentials/MPIPot/Makefile, client/potentials/Morse/Makefile, client/potentials/NewPot/Makefile, client/potentials/PyAMFF/Makefile, client/potentials/PyAMFF/lib/Makefile, client/potentials/QSC/Makefile, client/potentials/SW/Makefile, client/potentials/Tersoff/Makefile, client/potentials/VASP/Makefile, client/potentials/Water/Makefile, client/potentials/Water_H/Makefile, client/potentials/Water_Pt/Makefile, docs/old_docs/Makefile, eon/mcamc/Makefile, eon/mcamc/libqd/Makefile, tools/mastereqn/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "client/potentials/AMS/Makefile, client/potentials/AMS_IO/Makefile, client/potentials/ASE/Makefile, client/potentials/Aluminum/Makefile, client/potentials/EAM/Makefile, client/potentials/EDIP/Makefile, client/potentials/EMT/Makefile, client/potentials/ExtPot/Makefile, client/potentials/FeHe/Makefile, client/potentials/GPRPotential/Makefile, client/potentials/IMD/Makefile, client/potentials/LAMMPS/Makefile, client/potentials/LJ/Makefile, client/potentials/LJCluster/Makefile, client/potentials/Lenosky/Makefile, client/potentials/MPIPot/Makefile, client/potentials/Morse/Makefile, client/potentials/NewPot/Makefile, client/potentials/PyAMFF/Makefile, client/potentials/PyAMFF/lib/Makefile, client/potentials/QSC/Makefile, client/potentials/SW/Makefile, client/potentials/Tersoff/Makefile, client/potentials/VASP/Makefile, client/potentials/Water/Makefile, client/potentials/Water_H/Makefile, client/potentials/Water_Pt/Makefile, docs/old_docs/Makefile, eon/mcamc/Makefile, eon/mcamc/libqd/Makefile, tools/mastereqn/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": "ruff.toml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "ruff.toml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Nix, lockfile"
                    }
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 531489,
              "source_files_sampled": 622,
              "oversized_source_files": 9
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "9/622 source files over 60KB",
                "points": 54.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 622,
                      "oversized": 9
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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": [
    "Community profile unavailable",
    "pypi package 'eon-akmc' points at a different repository (https://github.com/TheochemUI/eOn); excluded from ecosystem scoring",
    "pypi package 'eon-schema' points at a different repository (https://github.com/TheochemUI/eOn); excluded from ecosystem scoring",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T23:42:01.609331Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/h/HaoZeke/eOn.svg",
  "full_name": "HaoZeke/eOn",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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 v0.27.0 — metodología completa · wiki de métricas.

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