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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 06:00 UTC

AequilibraE / aequilibrae

aequilibrae - Python package for transportation modeling

Python · CythonEigene Lizenz★ 211 Sterne⑂ 57 Forksseit Mai 2018Auf GitHub ansehen ↗

AequilibraE/aequilibrae erreicht einen Gesundheitsindex von 71 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (86/100) ab, am schwächsten bei Community & Adoption (51/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

71
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.

71
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

AequilibraEOrganisation
30 Follower13 öffentliche Reposseit Feb. 2016

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIaequilibrae1.6.2-61vor 108 Tagen

Metriken nach Kategorie

Vitalität

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

86Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
20.1/36Commit-Rhythmus — 29/52 Wochen mit Commits
17/18Commit-Volumen — 78 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 23 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year78
human_commit_share1
days_since_last_push0
active_weeks_last_year29
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 51 Releases veröffentlicht
27/36Release-Aktualität — letztes Release vor 108 Tagen
27/27Release-Rhythmus — ein Release etwa alle 35,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count51
latest_release_tagv1.6.2
releases_from_tagsnein
days_since_latest_release108
mean_days_between_releases35,4
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?

51Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
37.7/60Stars — 211 Stars
14.6/25Forks — 57 Forks
5/15Watcher — 9 Watcher
Verwendete Eingangsdaten
forks57
stars211
watchers9
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
16.9/22.5Lizenz — Lizenzdatei vorhanden, keine anerkannte Lizenz
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

67Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
4.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 82 % der Commits
13.5/13.5Breite der Beitragenden — 19 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled19
top_contributor_share0,818
Wie die Bewertung erfolgt
37.3/46.8Issue-Lösungsquote — 80 % der Issues geschlossen
32.2/38.3PR-Annahme — 519/617 entschiedene PRs gemergt
13.5/15OpenSSF Scorecard: Code-Review — Found 15/16 approved changesets -- score normalized to 9
Verwendete Eingangsdaten
merged_prs519
open_issues38
closed_issues149
issue_closed_ratio0,797
closed_unmerged_prs98
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
10.7/25Reichweite des Inhabers — 30 Follower von AequilibraE
20.3/25Kontohistorie — 13 öffentliche Repos, Kontoalter ca. 10 Jahre
Verwendete Eingangsdaten
followers30
owner_typeOrganization
is_verified
owner_loginAequilibraE
public_repos13
account_age_days3.799

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 108 Tagen
20/20Versionshistorie — 61 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesaequilibrae
ecosystemspypi
any_deprecatednein
min_days_since_publish108

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

77Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 7 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.aequilibrae.com
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepagehttps://www.aequilibrae.com
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

71Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 19 out of 19 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
6.8/7.5Code-Review — Found 15/16 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 4 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5Lizenz — license file detected
7.5/7.5Maintained — 23 commit(s) and 9 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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages44
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:aequilibrae@1.6.2 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 44 Paketen. 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.

60Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — .github/copilot-instructions.md
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 89 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,89
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes5.626
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — docs/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
10/10Belegte Agentenpraxis — 28 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
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesdocs/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0,28
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
54.8/55Handhabbare Dateigrößen — 1/313 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes71.808
source_files_sampled313
oversized_source_files1
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, notebooks
Verwendete Eingangsdaten
example_dirsexamples, notebooks
has_mcp_signalnein
api_schema_files

Eckdaten

211GitHub-Sterne
19Mitwirkende
78Commits, letzte 12 Monate
0Tage seit letztem Push
51Releases
1Bus-Faktor
38offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 57 ⇿
0Sterne
57Forks
51Releases

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.

01020304050605622018-112022-082026-06
Major 1Minor 8Patch 21

Jeder Punkt umfasst 7 Tage.

OpenSSF Scorecard 6.4 / 10
6.4Gesamtwert

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 · 2026-07-25 05:59 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests19 out of 19 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 15/16 approved changesets -- score normalized to 9
10Contributorsproject has 4 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained23 commit(s) and 9 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
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 12
RegistryPaketVersionsvorgabeManifest
PyPInumpypyproject.toml
PyPIscipy>=1.4pyproject.toml
PyPIpyamlpyproject.toml
PyPIrequestspyproject.toml
PyPIpandas>=2.2pyproject.toml
PyPIshapely>=2.0pyproject.toml
PyPIpyprojpyproject.toml
PyPIrtreepyproject.toml
PyPIpyarrowpyproject.toml
PyPIopenmatrixpyproject.toml
PyPIgeopandaspyproject.toml
PyPItqdmpyproject.toml
Alle Abhängigkeiten 4

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 3 direkte und 1 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIpandasdirekt
PyPIscipydirekt
PyPIshapelydirekt
PyPIruff0.14.8indirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:aequilibrae@1.6.2 zieht 44 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

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": {
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      "is_fork": false,
      "size_kb": 127730,
      "has_wiki": true,
      "homepage": "https://www.aequilibrae.com",
      "languages": {
        "QML": 34262,
        "Cython": 274694,
        "Python": 1199747
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      "pushed_at": "2026-07-24T07:04:30Z",
      "created_at": "2018-05-28T10:46:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T02:05:17Z",
      "description": "aequilibrae - Python package for transportation modeling",
      "is_archived": false,
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          "tag": "v1.6.2",
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          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2025-05-23T13:14:27Z"
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        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2025-05-23T11:46:21Z"
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        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2025-05-09T11:03:33Z"
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          "tag": "v1.3.0",
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          "published_at": "2025-04-30T22:07:20Z"
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          "tag": "v1.2.0",
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          "published_at": "2025-03-03T06:28:51Z"
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          "tag": "v1.1.5",
          "kind": "patch",
          "published_at": "2025-02-10T11:31:49Z"
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          "tag": "v1.1.4",
          "kind": "patch",
          "published_at": "2025-01-15T19:44:13Z"
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        {
          "tag": "v1.1.3",
          "kind": "patch",
          "published_at": "2024-11-08T02:50:36Z"
        },
        {
          "tag": "v1.1.2",
          "kind": "patch",
          "published_at": "2024-11-04T00:30:21Z"
        },
        {
          "tag": "v1.1.1a",
          "kind": "other",
          "published_at": "2024-08-19T06:07:02Z"
        },
        {
          "tag": "v1.1.1",
          "kind": "patch",
          "published_at": "2024-08-19T05:33:07Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2024-07-26T23:36:48Z"
        },
        {
          "tag": "v1.0.1",
          "kind": "patch",
          "published_at": "2024-02-25T08:30:01Z"
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        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2023-12-16T11:35:28Z"
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        {
          "tag": "v0.9.5",
          "kind": "patch",
          "published_at": "2023-11-25T01:41:50Z"
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          "tag": "v0.9.4",
          "kind": "patch",
          "published_at": "2023-10-09T07:21:38Z"
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          "tag": "v0.9.3",
          "kind": "patch",
          "published_at": "2023-07-10T08:57:22Z"
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          "tag": "V0.9.2",
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          "published_at": "2023-05-19T08:43:46Z"
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          "published_at": "2023-05-10T01:19:57Z"
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          "published_at": "2023-04-28T10:23:12Z"
        },
        {
          "tag": "V0.8.3",
          "kind": "other",
          "published_at": "2023-04-05T06:46:43Z"
        },
        {
          "tag": "v0.8.2",
          "kind": "patch",
          "published_at": "2023-04-05T04:05:40Z"
        },
        {
          "tag": "v0.8.1",
          "kind": "patch",
          "published_at": "2023-03-28T06:59:32Z"
        },
        {
          "tag": "V0.8.0",
          "kind": "other",
          "published_at": "2023-01-16T13:29:40Z"
        },
        {
          "tag": "V0.7.7",
          "kind": "other",
          "published_at": "2022-11-29T07:35:21Z"
        },
        {
          "tag": "V0.7.6",
          "kind": "other",
          "published_at": "2022-11-14T08:00:25Z"
        },
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          "tag": "V.0.7.5",
          "kind": "other",
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          "tag": "V.0.7.4",
          "kind": "other",
          "published_at": "2022-07-24T11:45:28Z"
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          "kind": "other",
          "published_at": "2022-03-30T06:29:32Z"
        },
        {
          "tag": "V0.7.2",
          "kind": "other",
          "published_at": "2021-10-19T06:50:59Z"
        },
        {
          "tag": "0.7.1",
          "kind": "patch",
          "published_at": "2021-02-18T10:14:47Z"
        },
        {
          "tag": "v0.7.0",
          "kind": "minor",
          "published_at": "2021-01-14T09:17:34Z"
        },
        {
          "tag": "V0.6.5",
          "kind": "other",
          "published_at": "2020-07-07T03:51:40Z"
        },
        {
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          "oid": "a283619b6c79f9999a56282ce213b7832459a271",
          "body": "* Remove old files from project root\n\n* Remove old setup files\n\n* Fix license warning\n\n* Remove ruff ignores\n\n* Ruff check with fixes\n\n* Ruff format\n\n* warning stacklevel\n\n* Unused loop variables\n\n* Correct some imports\n\nApparently having a file have a different module path than were it lived isn't \n[…]\nore MANIFEST.in, still required\n\n* Bad import whoosp\n\n* Fix test that I broke\n\n* Add __all__ to modules\n\n* Fix long lines and some star imports\n\n* Fix import\n\n* Add backwards compatible module aliases",
          "is_bot": false,
          "headline": "Repository gardening (#757)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2026-02-17T02:06:01Z",
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        {
          "oid": "32c6eaa5a087c52259602e271b8b3fd8ed60fdc2",
          "body": "* Initial plan\n\n* Add comprehensive VDF documentation with visualizations\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Update assignment_procedures.rst to reference dedicated VDF page\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n*\n[…]\nges\n\n* Remove beta arg\n\n---------\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Add VDF documentation with behavioral analysis and visualizations (#759)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-02-16T23:15:03Z",
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          "oid": "6dc41e836c36c40144ebeed1e21e09df7f002ebf",
          "body": "* Cleans imports\n\n* Reduces MacOS testing\n\n* Update tests/aeq/log/test_log.py\n\n* .\n\n* Fixes imports",
          "is_bot": false,
          "headline": "Cleans imports (#760)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-16T05:52:07Z",
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        {
          "oid": "0ce291315037b5b5c6c26eb10029d8c124f9a850",
          "body": "… (#748)\n\n* Initial plan\n\n* Allow pandas 3 and update pandas usage\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Improve parquet engine detection messaging\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Removes support for Python 3\n[…]\nestion from @Jake-Moss\n\n---------\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Enable pandas 3+ compatibility across dependencies and runtime checks…",
          "author_name": "Copilot",
          "author_login": "Copilot",
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        {
          "oid": "aa43f9d2f43e060eff03ecd69c5d64a6d199cf3a",
          "body": "* Add Akcelik VDF\n\nNote: the parameter 'tau' value has typical `8` factor absorbed into it. Users should supply `8 * tau` to match other\ncommon usages.\n\n* Lint\n\n* Add test\n\n* Update aequilibrae/paths/traffic_assignment.py",
          "is_bot": false,
          "headline": "Add Akcelik VDF (#753)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2026-02-13T00:29:21Z",
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          "oid": "baf2851657d31574ea1068383eef4e1179a4c07e",
          "body": "* Initial plan\n\n* Fix typos in docs and comments\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Update aequilibrae/project/database_specification/network/tables/matrices.sql\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Update aequilibrae/\n[…]\ngithub.com>\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Normalize typos across docs and inline comments (#751)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-02-12T00:43:53Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "Fixes subclassing (#752)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-11T06:10:43Z",
          "body_truncated": false,
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        {
          "oid": "5af50244550d5dd3d19808bed51cc68b281f0d03",
          "body": "* Initial plan\n\n* Fix typo: applcations -> applications\n\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\n\n* Update docs/source/examples/other_applications/readme.rst\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: copilot\n[…]\ngithub.com>\nCo-authored-by: pedrocamargo <7377666+pedrocamargo@users.noreply.github.com>\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Fix typo: applcations → applications (#750)",
          "author_name": "Copilot",
          "author_login": "Copilot",
          "committed_at": "2026-02-10T23:48:30Z",
          "body_truncated": true,
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          "oid": "74b57a41924988238da92aaed9865c1b415ffda6",
          "body": "* New link-breaking procedure\n\n* Improves on path computation and path-retracing\n\n* .\n\n* .\n\n* .\n\n* makes sure code application is consistent\n\n* .\n\n* consolidation\n\n* consolidation\n\n* consolidation\n\n* consolidation\n\n* .\n\n* First take on map-matching\n\n* Centroid optimisation\n\n* Centroid optimisation\n\n\n[…]\nsses comments\n\n* Addresses comments\n\n* Updates version\n\n* Updates version\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Pedro/separate pt map match (#746)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-09T07:18:28Z",
          "body_truncated": true,
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          "body": null,
          "is_bot": false,
          "headline": "Adds missing elements (#747)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2026-02-03T03:29:22Z",
          "body_truncated": false,
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        },
        {
          "oid": "1a902d6b562b5104d71982f3623bcf4e637e1ae2",
          "body": "…orms (#743)\n\n* Try to load spatialite from the AEQ_SPATIALITE_DIR first on all platforms\n\n* Chain the exceptions",
          "is_bot": false,
          "headline": "Try to load spatialite from the AEQ_SPATIALITE_DIR first on all platf…",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2026-01-29T02:08:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b6353e74a598a149920a57cb7b91a3fe15e75b7",
          "body": "* Update code coverage CI, upload annotated files and summary\n\n* Setup uv instead of Python\n\n* Seems like uv run builds the project anyway?\n\n* Missing backslash\n\n* Include tests deps",
          "is_bot": false,
          "headline": "Update code coverage CI, upload annotated files and summary (#739)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-15T22:26:13Z",
          "body_truncated": false,
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        },
        {
          "oid": "0ac336d1081f483c33c4ef3a0ded16cfa2e53edd",
          "body": "* Drop compile time numpy dependency, unpin tables\n\nThis favours <stdint> type declarations for fixed-width integers over numpy. float64/float32 still need to be\ndouble/float.\n\n* Whoops, we don't want memory views there\n\n* Remove bad indent\n\n* .\n\n* .\n\n* .\n\n* .\n\n* Hack and slash the multithreading aw\n[…]\nist but don't uninstall it\n\n* Disable threaded read in test\n\n* .\n\n* Was it really the DYLD_LIBRARY_PATH prepend this whole time?\n\n* Update pyproject.toml\n\n* Remove pytest-xdist on macos before testing",
          "is_bot": false,
          "headline": "Drop compile time numpy dependency, unpin tables (#741)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-15T07:15:47Z",
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          "oid": "c9a289d6e78e14872beba9411658429f7440fd1b",
          "body": null,
          "is_bot": false,
          "headline": "1.5.1 release (#738)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-10T06:43:11Z",
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        {
          "oid": "5cbfba782802d08b772cf2b7d3fbf8ff6f8e5345",
          "body": "* test that logs skipped route_types\n\n* lint\n\n* Warn about empty list after filtering\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "test that logs skipped route_types (#569)",
          "author_name": "Jamie Cook",
          "author_login": "jamiecook",
          "committed_at": "2025-12-08T06:39:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f1a2d76e1021b2bf7b7d4938d6e206192d4421f",
          "body": "* Mark existing migrations as \"SKIPPED\" when creating new model\n\nMigrations exist to upgrade old database specs to new ones. When\ncreating a new model the migrations that are present are not\nrelevant, so we mark them as skipped.\n\nWe must ensure that the new schemas and the migrated schemas are\ncompatible.\n\n* Use pathlib over os.path",
          "is_bot": false,
          "headline": "Mark existing migrations as \"SKIPPED\" when creating new model (#725)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-08T06:35:02Z",
          "body_truncated": false,
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        {
          "oid": "266071bdea0611a0c9e11707b5ae4cdb3a58f067",
          "body": "* Enable macos testing\n\n* macos set c compiler\n\n* are cxx/cc set?\n\n* move compiler vars\n\n* env for macos only\n\n* .\n\n* separate dependencies for macos\n\n* add hfd5\n\n* remove hdf5 stuff, drop py 3.9\n\n* uv for python\n\n* .\n\n* .\n\n* Try a python venv\n\n* fix windows venv activation\n\n* split install dependen\n[…]\nn-preference for venv\n\n* Use uv run to avoid venv activation\n\n* Whoops, '!==' -> '!='\n\n* raise ulimit\n\n* .\n\n* .\n\n* .\n\n* Document ulimit upping\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Enable macos testing (#736)",
          "author_name": "Tom Stephen",
          "author_login": "tomstephen",
          "committed_at": "2025-12-08T05:16:08Z",
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        {
          "oid": "73bb7a4d88cf1b8676331d18d54a573e4dcdff27",
          "body": "…rsion (#737)\n\n* Drop 3.9 support, drop black, bump ruff, set tables minimum version\n\n* Ruff lint and format (with fixes)\n\n* Bump actions, drop 3.9 from testing and linting\n\n* Add strict=True for all zip operations\n\nThis is the \"loud but more correct\" option, previously zip would\nsilently exit when \n[…]\nnow requires\nthat zip calls have an explicit strict arg. strict=False would\nmirror previous behaviour, but it was probably not what we wanted\nin the first place.\n\n* Skip 3.9 wheel builds, pin pandas<3",
          "is_bot": false,
          "headline": "Drop Python 3.9 support, drop black, bump ruff, set tables minimum ve…",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-12-08T02:20:06Z",
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        {
          "oid": "67bf201f171710b34dfad5ce5ec5822c2d3b71e8",
          "body": "* Prevent \"No project parameters\" warning on import\n\n* .\n\n* Fix type hint\n\n* .\n\n* .",
          "is_bot": false,
          "headline": "Prevent \"No project parameters\" warning on import (#735)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-11-28T01:44:53Z",
          "body_truncated": false,
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        },
        {
          "oid": "2cf9b9817731d02c80906467e1ef4381ec26ba2f",
          "body": "* change multiprocessing start method on macos\n\n* linting\n\n* Sort imports, log a critical message when failing to set the start method\n\n* Try not setting CXX and CC\n\n* Remove macos from wheel-building\n\n* Clarrify compiler requirements\n\n* Apply suggestions from code review\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Fix segfault on ARM MacOS caused by multiprocessing (#732)",
          "author_name": "Tom Stephen",
          "author_login": "tomstephen",
          "committed_at": "2025-11-24T03:36:53Z",
          "body_truncated": false,
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        },
        {
          "oid": "ac22b74ba1add496b43986724cbdfb6a5002bdaf",
          "body": "* add example\n\n* Add arguments to ignore a database during an upgrade\n\nUse with care.\n\n* Update seealso field\n\n* Clarify doc string for ignoring upgrades\n\n* Update aequilibrae/project/project.py\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Add project upgrade example (#727)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-10-15T13:24:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "a3b434c5bab3f546683b0669bfe5162d3eb075be",
          "body": "* references to API\n\n* .\n\n* docs\n\n* Update check_documentation_versions.py\n\n* typos and broken links",
          "is_bot": false,
          "headline": "Fix broken references in docs (#724)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-10-06T10:36:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6e9ec0bb358451730f5a9789e6a9afb2b3758fd",
          "body": "* Add bulk centroid connector creation method\n\n* Lint\n\n* Better errors\n\n* Lint (ruff vs black again)\n\n* Whoops, revert this\n\n* Add option to remove aeq prefix on trigger removal\n\n* Lint\n\n* Once again forgot that we support 3.9\n\n* Use concat operator over concat function",
          "is_bot": false,
          "headline": "Add bulk centroid connector creation method (#721)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-09-29T20:57:14Z",
          "body_truncated": false,
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        {
          "oid": "9ebef497a30e6d388e382b9475ea6588e8b102d7",
          "body": null,
          "is_bot": false,
          "headline": "update triggers (#722)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-09-29T11:17:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb8be9bf576fd40364fa104f64b52ca9b1894a7e",
          "body": "* add missing references and fix strings\n\n* Make API docs recursive\n\n* Apply suggestions from code review\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* api references\n\n* .\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Missing references on API docs (#720)",
          "author_name": "Renata Imai",
          "author_login": "r-akemii",
          "committed_at": "2025-09-09T03:53:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0358c810701835f09bacd0ba12e81379c5b265d4",
          "body": "* Bug fixes for scenarios, always use root run module\n\nDon't switch to a scenario that doesn't exist\n\n* Update tests/aeq/project/test_scenarios.py\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Bug fixes for scenarios (#719)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-09-02T07:54:02Z",
          "body_truncated": false,
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        {
          "oid": "529f5f182051c9b441a61f1977b50580efb934b7",
          "body": "* Better tests for scenarios\n\n* Apply suggestions from code review\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Linting\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Better tests for scenarios (#717)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-08-28T10:55:13Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "eb56acecf26d299356183cd6802f53ce70fb0a78",
          "body": "* Add basic scenario support\n\n* Update reference files\n\n* Fix file copy\n\n* Linting\n\n* Add tests for scenario switching\n\n* Lint\n\n* Add reference_table column to results table\n\n* Remove most references to \"database_connection\" and manual database opening\n\n* Remove more references, but not all\n\n* Remov\n[…]\n.py\n\nCo-authored-by: Pedro Camargo <c@margo.co>\n\n* Missed some in the rename\n\n---------\n\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Support multiple scenarios (#679)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-08-26T11:02:35Z",
          "body_truncated": true,
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        },
        {
          "oid": "a14852e3cf2bb550878eca746314fdfe04265cfb",
          "body": "* Add abs to derivative sign check, bpr derivative should be 0 when link flows are 0\n\n* .\n\n* Disable progress bar in CI\n\n* Lint\n\n* Revert VDF changes\n\n* In convergence check abort early\n\n---------\n\nCo-authored-by: Pedro Camargo <c@margo.co>\nCo-authored-by: Jan Zill <jzill@anl.gov>",
          "is_bot": false,
          "headline": "Add abs to derivative sign check (#712)",
          "author_name": "Jake Moss",
          "author_login": "Jake-Moss",
          "committed_at": "2025-08-22T06:49:28Z",
          "body_truncated": false,
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        },
        {
          "oid": "a8e18675ce0a4cbd3cbe7031eef7439ea210adbb",
          "body": "…get properly deleted (#709)\n\n* Guarantees that even tables that start in digits or that have spaces get properly deleted\n\n* Swap quotes\n\n* Insert the matrix core into the .matrix dict when computing computation view\n\n---------\n\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Guarantees that even tables that start in digits or that have spaces …",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2025-08-18T08:09:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f63db0960b2e2e447e1b4f3c6699cdce3cc1ed7",
          "body": "* Quality of life for users\n\n* Quality of life for users\n\n* Update aequilibrae/paths/graph.py\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\n\n* Lint\n\n---------\n\nCo-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>\nCo-authored-by: Jake Moss <jake@outerloop.io>",
          "is_bot": false,
          "headline": "Case robustness (#694)",
          "author_name": "Pedro Camargo",
          "author_login": "pedrocamargo",
          "committed_at": "2025-08-08T04:34:40Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
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          "body": "* Updates audience\n\n* ensures graph columns are always lower case\n\n* ensures graph columns are always lower case\n\n* Update aequilibrae/paths/graph.py\n\nCo-authored-by: Jake Moss <jake.moss@uqconnect.edu.au>\n\n---------\n\nCo-authored-by: pveigadecamargo <pveigadecamargo@anl.gov>\nCo-authored-by: Jake Moss <jake.moss@uqconnect.edu.au>",
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            "value": 64,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "19 out of 19 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 15/16 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "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": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "23 commit(s) and 9 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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "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:aequilibrae@1.6.2 runtime dependency closure — what installing the published package pulls in — 44 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
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              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:aequilibrae@1.6.2",
                  "assessed": 44
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 44,
              "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": 44,
              "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": {}
                  }
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                "max_points": 100
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          },
          {
            "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": {}
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            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
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                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 7
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            "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": 60,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
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              "legible_history_share": 0.89,
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              "agent_instruction_max_bytes": 5626
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            "components": [
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                "key": "agent_instructions",
                "name": "Agent instructions",
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                "points": 45,
                "status": "met",
                "details": [
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                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md"
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                "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": "89 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 89,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.28,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
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                  }
                ],
                "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "28 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 28,
                      "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": 71808,
              "source_files_sampled": 313,
              "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": "1/313 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 313,
                      "oversized": 1
                    }
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                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
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            "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, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
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                "max_points": 40
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            ]
          }
        ],
        "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"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T06:00:10.186689Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/AequilibraE/aequilibrae.svg",
  "full_name": "AequilibraE/aequilibrae",
  "license_state": "custom",
  "license_spdx": null
}

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