Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-24 09:56 UTC

AntaresSimulatorTeam / GemsPy

Gems, a framework for generic modelling in energy systems

PythonMPL-2.0★ 19 Sterne⑂ 4 Forksseit Feb. 2024Auf GitHub ansehen ↗

AntaresSimulatorTeam/GemsPy erreicht einen Gesundheitsindex von 73 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (92/100) ab, am schwächsten bei Community & Adoption (44/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

73
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

73
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

29 Follower34 öffentliche Reposseit Juli 2018

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIgemspy0.1.32.2019vor 0 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

92Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
22.8/36Commit-Rhythmus — 33/52 Wochen mit Commits
18/18Commit-Volumen — 99 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year99
human_commit_share1
days_since_last_push0
active_weeks_last_year33

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 8 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 23,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count8
latest_release_tagv0.1.3
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases23,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

44Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
20.4/60Stars — 19 Stars
4/25Forks — 4 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks4
stars19
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MPL-2.0)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja
Wie die Bewertung erfolgt
44.6/80Downloads pro Monat — 2.201 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesgemspy
dependents
ecosystemspypi
total_downloads
monthly_downloads2.201
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

76Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
14.9/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 34 % der Commits
13.5/13.5Breite der Beitragenden — 17 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor2
contributors_sampled17
top_contributor_share0,336
Wie die Bewertung erfolgt
37.6/46.8Issue-Lösungsquote — 80 % der Issues geschlossen
31.2/38.3PR-Annahme — 177/217 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs177
open_issues8
closed_issues33
issue_closed_ratio0,805
closed_unmerged_prs40
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
10.6/25Reichweite des Inhabers — 29 Follower von AntaresSimulatorTeam
23.2/25Kontohistorie — 34 öffentliche Repos, Kontoalter ca. 8 Jahre
Verwendete Eingangsdaten
followers29
owner_typeOrganization
is_verified
owner_loginAntaresSimulatorTeam
public_repos34
account_age_days2.942

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 9 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgemspy
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

86Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

61Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 4 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
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 13 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 — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0.8/7.5Vulnerabilities — 9 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories15
affected_packages6
assessed_packages113
unassessed_packages0
affected_by_severityhigh 4, moderate 2
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 113 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

65Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — .github/copilot-instructions.md, AGENTS.md, CLAUDE.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 79 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,79
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, CLAUDE.md
agent_instruction_max_bytes8.913
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 11 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0,11
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.6/55Handhabbare Dateigrößen — 1/141 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes62.773
source_files_sampled141
oversized_source_files1

Eckdaten

19GitHub-Sterne
17Mitwirkende
99Commits, letzte 12 Monate
0Tage seit letztem Push
8Releases
2Bus-Faktor
8offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:gemspy@0.1.3; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 4 ⇿
0Sterne
4Forks
4Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

1223344412024-022025-032026-04
Major 0Minor 0Patch 4

Jeder Punkt umfasst 2 Tage.

OpenSSF Scorecard 5.1 / 10
5.1Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-24 09:56 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-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
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 4 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 13 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
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
1Vulnerabilities9 existing vulnerabilities detected
Direkte Abhängigkeiten 10
RegistryPaketVersionsvorgabeManifest
PyPInumpy>=1.26pyproject.toml
PyPIantlr4-python3-runtime>=4.13.2pyproject.toml
PyPIPyYAML>=6.0.2pyproject.toml
PyPIpydantic>=2.0pyproject.toml
PyPIanytree>=2.13pyproject.toml
PyPIlinopy>=0.6pyproject.toml
PyPIxarray>=2025.3pyproject.toml
PyPIhighspy>=1.14pyproject.toml
PyPIpandas>=2.2pyproject.toml
PyPIattrs>=26.0pyproject.toml
Alle Abhängigkeiten 113

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 13 direkte und 100 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIantlr4-python3-runtime4.13.2direkt
PyPIanytree2.13.0direkt
PyPIattrs26.1.0direkt
PyPIhighspy1.14.0direkt
PyPIlinopy0.6.6direkt
PyPInumpy1.26.4direkt
PyPInumpy2.4.4direkt
PyPIpandas2.3.3direkt
PyPIpandas3.0.2direkt
PyPIpydantic2.12.5direkt
PyPIpyyaml6.0.3direkt
PyPIxarray2025.6.1direkt
PyPIxarray2026.2.0direkt
PyPIannotated-types0.7.0indirekt
PyPIantlr4-tools0.2.2indirekt
PyPIbabel2.18.0indirekt
PyPIbackrefs6.2indirekt
PyPIblack26.3.1indirekt
PyPIbottleneck1.6.0indirekt
PyPIcertifi2026.2.25indirekt
PyPIcffi2.0.0indirekt
PyPIcfgv3.5.0indirekt
PyPIcharset-normalizer3.4.7indirekt
PyPIclick8.3.2indirekt
PyPIcloudpickle3.1.2indirekt
PyPIcolorama0.4.6indirekt
PyPIcoverage7.13.5indirekt
PyPIcryptography46.0.7indirekt
PyPIdask2026.3.0indirekt
PyPIdeprecation2.1.0indirekt
PyPIdistlib0.4.0indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIfilelock3.29.0indirekt
PyPIfsspec2026.3.0indirekt
PyPIgemspy0.1.3indirekt
PyPIghp-import2.1.0indirekt
PyPIgoogle-api-core2.30.2indirekt
PyPIgoogle-auth2.49.1indirekt
PyPIgoogle-cloud-core2.5.1indirekt
PyPIgoogle-cloud-storage3.10.1indirekt
PyPIgoogle-crc32c1.8.0indirekt
PyPIgoogle-resumable-media2.8.2indirekt
PyPIgoogleapis-common-protos1.74.0indirekt
PyPIgriffelib2.0.2indirekt
PyPIgurobipy13.0.2indirekt
PyPIidentify2.6.19indirekt
PyPIidna3.11indirekt
PyPIimportlib-metadata9.0.0indirekt
PyPIiniconfig2.3.0indirekt
PyPIinstall-jdk1.1.0indirekt
PyPIisort8.0.1indirekt
PyPIjinja23.1.6indirekt
PyPIlibrt0.9.0indirekt
PyPIlocket1.0.0indirekt
PyPImarkdown3.10.2indirekt
PyPImarkupsafe3.0.3indirekt
PyPImergedeep1.3.4indirekt
PyPImkdocs1.6.1indirekt
PyPImkdocs-autorefs1.4.4indirekt
PyPImkdocs-get-deps0.2.2indirekt
PyPImkdocs-material9.7.6indirekt
PyPImkdocs-material-extensions1.3.1indirekt
PyPImkdocstrings1.0.4indirekt
PyPImkdocstrings-python2.0.3indirekt
PyPImypy1.20.2indirekt
PyPImypy-extensions1.1.0indirekt
PyPInodeenv1.10.0indirekt
PyPInumexpr2.14.1indirekt
PyPIpackaging26.0indirekt
PyPIpaginate0.5.7indirekt
PyPIpandas-stubs2.3.3.260113indirekt
PyPIpandas-stubs3.0.0.260204indirekt
PyPIpartd1.4.2indirekt
PyPIpathspec1.1.0indirekt
PyPIplatformdirs4.9.6indirekt
PyPIpluggy1.6.0indirekt
PyPIpolars1.39.3indirekt
PyPIpolars-runtime-321.39.3indirekt
PyPIpre-commit4.6.0indirekt
PyPIproto-plus1.27.2indirekt
PyPIprotobuf7.34.1indirekt
PyPIpyarrow24.0.0indirekt
PyPIpyasn10.6.3indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpycparser3.0indirekt
PyPIpydantic-core2.41.5indirekt
PyPIpygments2.20.0indirekt
PyPIpymdown-extensions10.21.2indirekt
PyPIpytest9.0.3indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-discovery1.2.2indirekt
PyPIpytokens0.4.1indirekt
PyPIpytz2026.1.post1indirekt
PyPIpyyaml-env-tag1.1indirekt
PyPIrequests2.33.1indirekt
PyPIscipy1.15.3indirekt
PyPIscipy1.17.1indirekt
PyPIsix1.17.0indirekt
PyPItomli2.4.1indirekt
PyPItoolz1.1.0indirekt
PyPItqdm4.67.3indirekt
PyPItypes-pytz2026.1.1.20260408indirekt
PyPItypes-pyyaml6.0.12.20260408indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2026.1indirekt
PyPIurllib32.6.3indirekt
PyPIvirtualenv21.2.4indirekt
PyPIwatchdog6.0.0indirekt
PyPIxpress9.9.0indirekt
PyPIxpresslibs9.9.0indirekt
PyPIzipp3.23.0indirekt
Abhängigkeits-Advisories 6

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 113 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 6 tragen bekannte Advisories, davon 0 direkte.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
click8.3.2indirekthoch18.3.3
cryptography46.0.7indirekthoch148.0.1
pyasn10.6.3indirekthoch50.6.4
urllib32.6.3indirekthoch42.7.0
idna3.11indirektmittel23.15
pymdown-extensions10.21.2indirektmittel210.21.3

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 28134,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "ANTLR": 3036,
        "Shell": 208,
        "Python": 861288,
        "Mathematical Programming System": 1695
      },
      "pushed_at": "2026-07-24T09:54:19Z",
      "created_at": "2024-02-09T12:59:42Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T09:53:04Z",
      "description": "Gems, a framework for generic modelling in energy systems",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MPL-2.0",
      "default_branch": "main",
      "license_spdx_raw": "MPL-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
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      "blog": null,
      "name": "AntaresSimulatorTeam",
      "type": "Organization",
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      "company": null,
      "location": null,
      "followers": 29,
      "avatar_url": "https://avatars.githubusercontent.com/u/40797821?v=4",
      "created_at": "2018-07-03T13:27:43Z",
      "is_verified": null,
      "public_repos": 34,
      "account_age_days": 2942
    },
    "license": {
      "state": "standard",
      "spdx_id": "MPL-2.0",
      "raw_spdx": "MPL-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.1.3",
          "kind": "patch",
          "published_at": "2026-07-24T09:54:19Z"
        },
        {
          "tag": "v0.1.2",
          "kind": "patch",
          "published_at": "2026-06-11T12:12:48Z"
        },
        {
          "tag": "v0.1.1",
          "kind": "patch",
          "published_at": "2026-06-05T14:00:37Z"
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        {
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          "is_bot": false,
          "headline": "release: v0.1.3 (#259)",
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          "is_bot": false,
          "headline": "Add optional taxonomy and version fields to LibrarySchema (#251)",
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          "headline": "Merge pull request #245 from AntaresSimulatorTeam/feat/gems_craft_hybrid",
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          "body": "Updated section titles and code examples for hybrid libraries and systems. Clarified YAML structure and provided new usage examples for parsing and writing hybrid data.",
          "is_bot": false,
          "headline": "Revise hybrid libraries and systems documentation",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
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          "body": "…appers\n\nAddresses tbittar's review comment on PR #245: end-users no longer need to\npass the Hybrid*Schema class explicitly to parse_yaml_system/parse_yaml_library.\nContent-based auto-detection isn't reliable here (a hybrid file with no\nhybrid-only fields populated is indistinguishable from a plain one under\nextra=\"forbid\"), so instead gems_craft_hybrid now exposes schema-bound\nwrapper functions.",
          "is_bot": false,
          "headline": "Add parse_yaml_hybrid_system/parse_yaml_hybrid_library convenience wr…",
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          "body": "Addresses tbittar's review comment on PR #245: the function name should\nmatch its write-side counterpart write_yaml_system.",
          "is_bot": false,
          "headline": "Rename parse_yaml_components to parse_yaml_system for naming consistency",
          "author_name": "Claude",
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          "headline": "deleted a misplaced description of components' properties",
          "author_name": "OUSTRY Antoine",
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          "committed_at": "2026-07-20T14:48:17Z",
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          "body": "…brid/gems_runner) (#250)\n\nFollowing the gems_craft/gems_runner split (#244) and gems_craft_hybrid\naddition (#245), tests/unittests/ was still organized by topic, which\nsilently mixed packages under the same folder (e.g. simulation/ and\nexpressions/visitor/test_evaluation.py actually exercised gems_\n[…]\n, and\ngems_runner/ as top-level siblings, topics nested underneath.\ntests/e2e/ is left untouched since those tests are cross-package by\ndesign.\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: reorganize tests/unittests by package (gems_craft/gems_craft_hy…",
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          "body": "* refactor: split gems into gems_craft and gems_runner\n\nSplits the monolithic gems package along a solver-dependency boundary\ninstead of a parsing-vs-everything boundary:\n\n- gems_craft: the resolved domain model (Model, Library, System,\n  Component, PortsConnection), YAML schema/parsing, and the str\n[…]\nnder the solver-dependent side.\n\nVerified: gems_craft imports cleanly in a clean venv with no runner\nextra installed; mypy clean; full pytest suite passes unchanged\n(541 passed, 6 skipped, 1 xfailed).",
          "is_bot": false,
          "headline": "Split gems into gems_craft/gems_runner (alternative to #243) (#244)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-20T08:53:05Z",
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        },
        {
          "oid": "2ad581f180cb1af710d8fac41ab2726195db2078",
          "body": null,
          "is_bot": false,
          "headline": "Apply suggestion from @aoustry",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-17T14:30:24Z",
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        },
        {
          "oid": "b76aeecbe2664745dda6d962b19ff0837e6697c3",
          "body": "…brid\n\nAreaConnectionsSchema/SystemSchema.area_connections was parsed but never\nconsumed by the standard resolve/solve pipeline in gems_craft or\ngems_runner, so it belongs alongside HybridSystemSchema's other\nAntares-interop-only fields rather than in the base package.\n\nAddresses PR review comment on #245.",
          "is_bot": false,
          "headline": "refactor: move AreaConnectionsSchema from gems_craft to gems_craft_hy…",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-17T14:30:24Z",
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          "oid": "8db3feab21ee63b1f216673eb26893e744412b4e",
          "body": "…rid-only\n\nDocument the version field under a new \"Library YAML\" section in\ninputs.md and adjust the hybrid library section and changelog entry\nso version is no longer described as a hybrid-specific addition.",
          "is_bot": false,
          "headline": "docs: clarify that LibrarySchema's version field is standard, not hyb…",
          "author_name": "Claude",
          "author_login": "claude",
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        },
        {
          "oid": "7dab7883145aaa52b8376bc4096a72a5f99b399e",
          "body": "Port the hybrid GEMS/Antares Simulator schemas drafted on\nfeature/submodule_gems_craft (AreaConnectionSchema, PortThermalCapacitySchema,\nHybridPortTypeSchema, HybridLibrarySchema, ThermalComponentSchema,\nThermalCapacityConnectionSchema, HybridSystemSchema) onto the gems_craft/\ngems_runner package sp\n[…]\nrite_yaml_library/write_yaml_system for round-trip\nI/O. LibrarySchema gains a version field. AreaConnectionsSchema/\narea_connections were already present on the base SystemSchema and are\nreused as-is.",
          "is_bot": false,
          "headline": "feat: add gems_craft_hybrid package for hybrid study parsing",
          "author_name": "Claude",
          "author_login": "claude",
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          "headline": "Merge branch 'main' into refacto/splitting_option_two",
          "author_name": "Thomas Bittar",
          "author_login": "tbittar",
          "committed_at": "2026-07-17T14:29:04Z",
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          "oid": "0143a3d06cd71c319857215f11d90330c73daffd",
          "body": "…mes (#247)\n\nColumn names like absolute-time-index or scenario-index are not valid\nPython identifiers, which prevents attribute-style access on the\nresulting DataFrame (e.g. via query() or itertuples()).",
          "is_bot": false,
          "headline": "fix: use underscores instead of hyphens in simulation table column na…",
          "author_name": "Juliette-Gerbaux",
          "author_login": "Juliette-Gerbaux",
          "committed_at": "2026-07-13T10:21:21Z",
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          "body": "Extra-output expressions such as `dual(balance) >= unsupplied_cost - 5`\npreviously raised NotImplementedError at post-solve evaluation because\nVectorizedExtraOutputBuilder inherited the base comparison() that\nunconditionally rejects ComparisonNode.\n\nOverride comparison() in the post-solve builder to\n[…]\nvalues.\n\nmin()/max() already worked post-solve; add regression tests covering both\nthe min and comparison extra-output cases. Bump version to 0.1.3.\n\nSolve a bug on extra-outputs when multiple models.",
          "is_bot": false,
          "headline": "fix: extra output comparison  (#240)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-07-13T10:20:47Z",
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        },
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          "oid": "029b40b0a51b5aabb1bdd0af17e4d9fad59610e2",
          "body": "CI was still installing deps without the new `runner` optional-dependency\nextra, so mypy failed resolving gems_runner's linopy/xarray/highspy\nimports. The pytest step also still referenced the old `gems` package\nname for coverage.\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01C635KKMQurDjEBS3qXBqpA",
          "is_bot": false,
          "headline": "fix(ci): install runner extra and fix coverage package names",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-03T16:35:22Z",
          "body_truncated": false,
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        },
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          "oid": "e129896ce5419a61555b09e98327b4ec053b336e",
          "body": "Splits the monolithic gems package along a solver-dependency boundary\ninstead of a parsing-vs-everything boundary:\n\n- gems_craft: the resolved domain model (Model, Library, System,\n  Component, PortsConnection), YAML schema/parsing, and the structural\n  half of the expression language (AST, parsing,\n[…]\n full pytest suite passes unchanged\n(541 passed, 6 skipped, 1 xfailed).\n\nCo-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_01C635KKMQurDjEBS3qXBqpA",
          "is_bot": false,
          "headline": "refactor: split gems into gems_craft and gems_runner",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-03T16:09:07Z",
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        },
        {
          "oid": "dfada61824b5a5cbbc193c351e3c26dfba60ca39",
          "body": "…Py Developer Guide [GP-02] (#242)\n\n* docs(agents): add GEMS Developer Guidelines reference to AGENTS.md\n\n* docs(developer-guide): reference central GEMS Developer Guidelines",
          "is_bot": false,
          "headline": "(docs): Add GEMS Developer Guidelines reference to AGENTS.md and Gems…",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-06-30T09:04:18Z",
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          "oid": "428d34ca7a919e9ab2226c219294c244e272501c",
          "body": "Co-authored-by: Thomas Bittar <thomas.bittar@rte-france.com>",
          "is_bot": false,
          "headline": "Check parameters (#236)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-06-17T16:30:11Z",
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        },
        {
          "oid": "2cb035104e088d561a315a57d25f6c8b861f463d",
          "body": "* docs: complete AGENTS.md with taxonomy",
          "is_bot": false,
          "headline": "feat/ taxonomy in agents.md (#233)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-06-15T15:31:41Z",
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        },
        {
          "oid": "5dc28534cc8c03ccc9a4d9c662cd207885e1905f",
          "body": "* feat/ add operators abs & round (#217)\n\n* Add abs and round unary operators (#216)\n\nTwo new unary operators that mirror the floor/ceil pattern:\n- abs(x): absolute value\n- round(x): banker's rounding (round-half-to-even), matching np.round\n  and Python 3's built-in round.\n\nLike floor/ceil, both ope\n[…]\n: nikolaredstork <nikola.ilic@redstork-solutions.com>\nCo-authored-by: Guillaume_RTEi <165799647+GuillaumeMaistre@users.noreply.github.com>\nCo-authored-by: Dušan <dusan.paripovic@rte-international.com>",
          "is_bot": false,
          "headline": "release: v.0.1.2 (#224)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-06-11T12:11:38Z",
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          "is_bot": false,
          "headline": "remove duplicate ci (#222)",
          "author_name": "tbittar",
          "author_login": "tbittar",
          "committed_at": "2026-06-09T07:57:46Z",
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        },
        {
          "oid": "259fc94cbdf778d5d90a6e21bca5c0536e0e8933",
          "body": "* update links to GEMS repo\n\n* transparent pictures\n\n* fix png image link\n\n* scheme -> schema",
          "is_bot": false,
          "headline": "fix/Update links to GEMS repo (#219)",
          "author_name": "Guillaume_RTEi",
          "author_login": "GuillaumeMaistre",
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          "headline": "Governance Layer",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-06-08T08:20:45Z",
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          "is_bot": false,
          "headline": "merge main in develop",
          "author_name": "OUSTRY Antoine",
          "author_login": "aoustry",
          "committed_at": "2026-06-05T15:49:01Z",
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          "is_bot": false,
          "headline": "Update version to 0.1.1 and document changes in CHANGELOG.md (#213)",
          "author_name": "Dušan",
          "author_login": "dusanparipovic",
          "committed_at": "2026-06-05T14:02:08Z",
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        {
          "oid": "73a005e37a0be9867277c671920648894a514dc3",
          "body": "* Replace nb-scenarios with scenario playlist in scenario-scope (#206)\n\n* Replace nb-scenarios with scenario playlist in scenario-scope\n\nThe scenario-scope config now accepts either an inline include/exclude\ndeclaration (with support for 1-based integer indices and 'a-b' range\nstrings) or a playlist\n[…]\nce MPS\n\n---------\n\nCo-authored-by: Antoine Oustry, PhD <58943406+aoustry@users.noreply.github.com>\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: tbittar <thomas.bittar@rte-france.com>",
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          "headline": "merge develop branch into main  (#212)",
          "author_name": "Dušan",
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          "is_bot": false,
          "headline": "add issue creation for GemsViewsBuilder repo",
          "author_name": "nikolaredstork",
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          "committed_at": "2026-05-22T10:21:09Z",
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          "headline": "add token for antares legacy converter",
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          "is_bot": false,
          "headline": "add notify workflow",
          "author_name": "nikolaredstork",
          "author_login": "nikolaredstork",
          "committed_at": "2026-05-19T09:28:25Z",
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          "headline": "Equality refacto (#209)",
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          "headline": "delete unnecessary issue templae",
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          "headline": "Initial commit",
          "author_name": "nikolaredstork",
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          "headline": "Update version (#203)",
          "author_name": "tbittar",
          "author_login": "tbittar",
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          "body": "* test(bounds): add optest4 to verify complex bounds with non-trivial time/scenario-dependent values\n\noptest4 is identical to optest1 except minimum_generation_modulation is set\nto non-zero constant values (0.5/0.3/0.4) for unique_prod/unique_prod2/unique_prod3,\nso the lower-bound expression min(p_m\n[…]\no-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: Seddik Yassine Abdelouadoud <yassine.abdelouadoud@mines-paristech.fr>\nCo-authored-by: YassineAbdelouadoud <yassine.abdelouadoud@gmail.com>",
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          "headline": "Massive refactoring of GemsPy (#200) (#202)",
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          "headline": "edit pyproject toml 005->006 (#192)",
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          "body": "…ion (#191)\n\n* fix: expand operators in variable and constraint bounds before evaluation\n\nTimeShiftNode (and other time operators) in bound expressions caused\nNotImplementedError when EvaluationVisitor was called directly.\n\nApply the same expand_operators + linearize_expression pattern already\nused \n[…]\nator in bounds\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>\nCo-authored-by: GuillaumeRTEi <guillaume.maistre@rte-international.com>\nCo-authored-by: tbittar <thomas.bittar@rte-france.com>",
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          "headline": "Enable complex variable bounds expressions, thanks to operator expans…",
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          "oid": "20021bf581faec38f9a98a92eb88c2bf99c72865",
          "body": "The default `addition` in ExpressionVisitorOperations accumulated results\nwith `res = res + o` in a loop. The flattening `__add__` on ExpressionNode\ncopies the accumulated operand list at each step, giving O(T²) total copy\nwork for a T-term AdditionNode.\n\nOverride `addition` in CopyVisitor to build \n[…]\n cost to O(T).\n\nAdd a regression test that asserts the time ratio between T=10_000 and\nT=1_000 stays below 20 (linear ≈ 10, quadratic ≈ 100).\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
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          "headline": "perf: fix O(T²) list copies in CopyVisitor.addition (#189)",
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          "body": "* fix: implement floor/ceil/max/min visitors in LinearExpressionBuilder\n\nThese operators are valid in a linear expression when all operands are\nconstant. Previously they raised unconditionally; now they evaluate to\na constant result, and only raise ValueError when a non-constant\n(variable-containing\n[…]\nUK\n\n* style: fix line length in visitTimeShiftExpr and visitTimeIndexExpr signatures\n\nhttps://claude.ai/code/session_01So7yDQ3KiPj8oDa4xYnhUK\n\n---------\n\nCo-authored-by: Claude <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Complementary devs for floor, ceil, min, and max operations (#186)",
          "author_name": "Antoine Oustry, PhD",
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          "oid": "158da983766601234e3c5eb89ff76fec53870c00",
          "body": "* docs: add AGENTS.md and agent guidance docs\n\nAdd AGENTS.md with project overview, architecture, commands, and\nconventions for AI coding agents. Add supporting docs under\ndocs/agents/ covering Python conventions and testing strategy.\nInclude .github/copilot-instructions.md pointing to AGENTS.md.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* Rendering\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: add AGENTS.md and agent guidance docs (#187)",
          "author_name": "tbittar",
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          "body": "* Add floor, ceil, max, and min math operators to GemsPy expression AST\n\nThese operators are needed to parse and evaluate GEMS model expressions\nfrom antares_legacy_models.yml, which uses ceil(p/q), max(0, expr), and\nmin(a, b) in variable bounds and constraint expressions for thermal unit\ncommitment\n[…]\nprParser.py and ExprVisitor.py:\nspaces after colons in type hints, one-item-per-line lists, extra\nblank lines between class/function definitions.\n\n\n* style: improve ref to unary and n-ary functions\n\n-",
          "is_bot": false,
          "headline": "feat: add max, min, ceil & floors operators (#180)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-03-23T19:38:37Z",
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          "body": "* fix: pandas and pydantic deprecations\n\n* fix: lint",
          "is_bot": false,
          "headline": "fix: pandas and pydantic deprecations (#184)",
          "author_name": "Theo Pascoli",
          "author_login": "TheoPascoli",
          "committed_at": "2026-03-23T16:13:36Z",
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        },
        {
          "oid": "e435d6d4d6a05f33b65f37519468cf16db06b44d",
          "body": "Add CI, PyPI version, Python versions, license, documentation, and\ncode style badges to the README header for quick project health overview.",
          "is_bot": false,
          "headline": "docs: add status and quality badges to README (#183)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-03-20T17:31:22Z",
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          "is_bot": false,
          "headline": "feat(release): bump version to 0.0.5 in pyproject.toml (#178)",
          "author_name": "Dušan",
          "author_login": "dusanparipovic",
          "committed_at": "2026-03-16T11:05:34Z",
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          "body": "…(#177)\n\n* feat(parsing): add load_input_system with validation and tests",
          "is_bot": false,
          "headline": "feat(input-system): load input system into memory from provided path …",
          "author_name": "Dušan",
          "author_login": "dusanparipovic",
          "committed_at": "2026-03-16T10:55:11Z",
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          "headline": "feat(release): update version in pyproject.toml",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-13T14:14:15Z",
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          "body": "…(#174)",
          "is_bot": false,
          "headline": "feat(pypsa -> gems): remove pypsa-> gems converter and related files …",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-13T13:09:06Z",
          "body_truncated": false,
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          "oid": "b66acc854c316c23bdab55381481da0a8fa77879",
          "body": "…MS-Converter (#173)\n\n* fix(dependencies): remove dependencies from AntaresLegacyModels-to-GEMS-Converter\n- update github workflow file\n- update converters.md",
          "is_bot": false,
          "headline": "fix(dependencies): remove dependencies from AntaresLegacyModels-to-GE…",
          "author_name": "dusanparipovic",
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          "oid": "1219a23889645e1315989f787d2b6969606d65db",
          "body": "* Update pyproject.toml\n* Update version in pyproject.toml 0.0.1 -> 0.0.2",
          "is_bot": false,
          "headline": "fix(version): rename version  (#172)",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-09T09:29:04Z",
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          "body": "* refactor(AUTHORS.txt): update AUTHORS.txt file\n-  sort names in alphabetical order\n\n* refactor(pyproject.toml): update pyproject.toml\n- prepare for pypi release\n\n* feat(publish.yml): add publish.yml file",
          "is_bot": false,
          "headline": "feat(PyPI): prepare repo for PyPI upload  (#171)",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2026-02-09T08:34:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "0ea5f5919f6aeeb9d268e58b3acbf98ab815819a",
          "body": "* Rename Gems to GemsPy and update framework details\n\nUpdated documentation to reflect the correct name and details of the GEMS framework and its interpreters.\n\n* Revise GEMS interpreters section \n\nUpdated the section on GEMS interpreters to include GemsPy and Antares Simulator with improved descrip\n[…]\ning Antares Legacy and PyPSA study cases to GEMS format.\n\n* Update site name in mkdocs configuration\n\n* Clarify GemsPy's purpose in documentation\n\nUpdated description of GemsPy to clarify its purpose.",
          "is_bot": false,
          "headline": "Doc/gems update (#169)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-27T17:21:53Z",
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        },
        {
          "oid": "4bcf5c91789d651b0497a1a5ec9bd41472d2afc7",
          "body": "Updated references to the GEMS framework and GemsPy documentation. Improved clarity and consistency in the README content.",
          "is_bot": false,
          "headline": "Revise README for GEMS and GemsPy references (#167)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-26T08:15:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a0f2d6c6322669f70b1f10e4756caf2cfd52cf9",
          "body": "* model testing\n\n* utils + format\n\n* format",
          "is_bot": false,
          "headline": "Test/legacy sts (#168)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-23T14:13:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e201c2ae0be5acf6152123639629eb40c2165e15",
          "body": "* hurdle costs\n\n* hurdle costs\n\n* hurdle costs\n\n* Remove unused import from utils.py\n\nRemoved unused import of 'study' from gems.",
          "is_bot": false,
          "headline": "Tests/legacy link costs (#165)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2026-01-13T13:57:15Z",
          "body_truncated": false,
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        },
        {
          "oid": "9b1114f64671d5084b2f8945073bfbf362ab3102",
          "body": "* contributions to objective working and tested\n\n* typing enforced\n\n* format improved\n\n* backward compatibility removed (-objective- forbidden, must be -objective-contribution-).\nAll corresponding libs adapted.\n\n* Quotes removed",
          "is_bot": false,
          "headline": "contributions to objective working and tested (#149)",
          "author_name": "aalzoobi",
          "author_login": "aalzoobi",
          "committed_at": "2025-12-19T16:58:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "body": "* converter\n\n* utils\n\n* test_converter\n\n* test_link_models\n\n* test_link_models\n\n* update general link test\n\n* test_link_model\n\n* test_link_model_indirect_capa\n\n* test_link_model -> convert also thermal for general tests\n\n* test_link_model -> convert also thermal for general tests",
          "is_bot": false,
          "headline": "Tests/legacy link (#163)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2025-12-15T16:44:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "978496bc1659df6d3224209fe7baa4c2feb001ec",
          "body": null,
          "is_bot": false,
          "headline": "Tests/thermal params (#162)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2025-12-08T08:13:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d35c6ae4a0b555298cdf81a6cef5d20985d3a240",
          "body": "Setting up e2e tests with Antares Simulator (hybrid mode) to validate the converter and the GEMS models.",
          "is_bot": false,
          "headline": "Tests/e2e antares (#156)",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2025-12-04T19:00:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3df937bdb5d1825181ea32fcae8ff755d09b8121",
          "body": "* scenario_builder_converted + tested\n\n* conversion modeler working with tests\n\n* Remove unwanted test files from PR\n\n* modeler_scenario_builder_file named + undo pypsa converter changes\n\n* remove series\n\n* mini_test_BP reduced and test converted unified",
          "is_bot": false,
          "headline": "Feature/scenario builder convertion (#155)",
          "author_name": "aalzoobi",
          "author_login": "aalzoobi",
          "committed_at": "2025-12-04T13:22:01Z",
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        },
        {
          "oid": "abe41022639ad4faaa97133d724e9ff81a70e17a",
          "body": "* fix(test_pypsa_converter): remove hard-coded value for sense to parametrized value\n\n* fix(test_case): remove double execution of test case for study base_s_6_elec_lvopt_.nc\nAdd execution of test case for study base_s_4_elec.nc",
          "is_bot": false,
          "headline": "PyPSA converter test cases issues (#153)",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2025-11-27T13:17:10Z",
          "body_truncated": false,
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        },
        {
          "oid": "0ac572de96e3e884c4b42f37169d6c0a387fe41a",
          "body": "* refactor(pypsa converter): first stage of converter migration\n\n* refactor(pypsa converter): second stage of converter migration\n\n* test(converter): test isolated pypsa to gems converter\n\n* style(migration): migrate pypsa converter inside gems in order to run CI tests\n\n* style(refactoring): code re\n[…]\noring files\nRefactored GemsSystemYaml into GemsSystem\nWritten _to_kebab as lambda function\n\n* fix(parsing.py): add proper import for new object GemsSystem\n\n* fix(typo): resolve GemsAreaConnection typo",
          "is_bot": false,
          "headline": "PyPSA -> GEMS Converter Files migration  (#152)",
          "author_name": "dusanparipovic",
          "author_login": "dusanparipovic",
          "committed_at": "2025-11-17T09:04:06Z",
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        },
        {
          "oid": "8920f2e5702020891547c14d4ae627098afbf94a",
          "body": "… of thermal clusters (#150)\n\n* Add Antares simulation runner and benchmark classes\n\nThis file implements the AntaresHybridRunner, AntaresHybridStudyBenchmarker, and AntaresModelerRunner classes to execute simulations and benchmark studies using the Antares modeling framework.\n\n* Remove unnecessary \n[…]\n conversion\n\n* test_antares_historic\n\n* converter\n\n* adapt_unit_test\n\n* thermal\n\n* antares-runner\n\n* antares-runner\n\n* minor cleaning\n\n---------\n\nCo-authored-by: tbittar <thomas.bittar@rte-france.com>",
          "is_bot": false,
          "headline": "Adapt the AntaresLegacyModels → GEMS converter, for a better handling…",
          "author_name": "Antoine Oustry, PhD",
          "author_login": "aoustry",
          "committed_at": "2025-11-06T12:17:13Z",
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          {
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            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "good",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 51,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.1
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "9 existing vulnerabilities detected",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 113 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 113
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 15,
              "affected_packages": 6,
              "assessed_packages": 113,
              "unassessed_packages": 0,
              "affected_by_severity": "high 4, moderate 2",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 113,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 65,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.79,
              "agent_instruction_files": [
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                "CLAUDE.md"
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              "agent_instruction_max_bytes": 8913
            },
            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, AGENTS.md, CLAUDE.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "79 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 79,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.11,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "11 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 11,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 62773,
              "source_files_sampled": 141,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/141 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 141,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:gemspy@0.1.3; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T09:56:27.218027Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AntaresSimulatorTeam/GemsPy.svg",
  "full_name": "AntaresSimulatorTeam/GemsPy",
  "license_state": "standard",
  "license_spdx": "MPL-2.0"
}

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