Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-24 02:24 UTC

mlflow-oidc / mlflow-oidc-auth

MLflow Tracking Server OIDC Auth plugin

Python · TypeScriptApache-2.0★ 123 Sterne⑂ 57 Forksseit Apr. 2024Auf GitHub ansehen ↗

#mlflow #mlflow-tracking-server #oauth2 #oidc #permission-management #sso #machine-learning

mlflow-oidc/mlflow-oidc-auth erreicht einen Gesundheitsindex von 75 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (96/100) ab, am schwächsten bei Sustainability & Governance (59/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

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.

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)

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

MLflow + OpenID ConnectOrganisation

7 Follower8 öffentliche Reposseit Jan. 2025

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

Paket-Ökosysteme

Registry	Paket	Version	Downloads / Monat	Versionen	Zuletzt veröffentlicht	Tags
PyPI	mlflow-oidc-auth	7.3.5	-	73	vor 0 Tagen	mlflow oauth2 oidc

Metriken nach Kategorie

Vitalität

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

88Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

86Exzellent

Wie die Bewertung erfolgt

36/36	Push-Aktualität — letzter Push vor 0 Tagen
22.2/36	Commit-Rhythmus — 32/52 Wochen mit Commits
18/18	Commit-Volumen — 308 Commits im letzten Jahr
10/10	OpenSSF Scorecard: Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10

Verwendete Eingangsdaten

commits_last_year	308
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	32

Release-Disziplin

90Exzellent

Wie die Bewertung erfolgt

27/27	Liefert Releases aus — 100 Releases veröffentlicht
36/36	Release-Aktualität — letztes Release vor 0 Tagen
27/27	Release-Rhythmus — ein Release etwa alle 10,5 Tage
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Verwendete Eingangsdaten

releases_count	100
latest_release_tag	v7.3.5
releases_from_tags	nein
days_since_latest_release	0
mean_days_between_releases	10,5

Community & Verbreitung

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

68Mittel · 18 % des Gesamtindex

Popularität & Verbreitung

53Mittel

Wie die Bewertung erfolgt

33.8/60	Stars — 123 Stars
14.6/25	Forks — 57 Forks
4.3/15	Watcher — 7 Watcher

Verwendete Eingangsdaten

forks	57
stars	123
watchers	7
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community-Gesundheit

85Exzellent

Wie die Bewertung erfolgt

22.5/22.5	README
22.5/22.5	Lizenz — anerkannte Lizenz (Apache-2.0)
18/18	CONTRIBUTING-Leitfaden
13.5/13.5	Verhaltenskodex
0/7.2	Issue-Vorlage
0/6.3	PR-Vorlage

Verwendete Eingangsdaten

has_readme	ja
has_license	ja
has_contributing	ja
has_issue_template	nein
has_code_of_conduct	ja
has_pull_request_template	nein

Nachhaltigkeit & Governance

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

59Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

43Gefährdet

Wie die Bewertung erfolgt

9/54	Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
10.4/22.5	Commit-Verteilung — wichtigste beitragende Person verfasste 54 % der Commits
13.5/13.5	Breite der Beitragenden — 16 Beitragende
10/10	OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations

Verwendete Eingangsdaten

bus_factor	1
contributors_sampled	16
top_contributor_share	0,539

Reaktionsfähigkeit bei Issues & PRs

60Mittel

Wie die Bewertung erfolgt

27.4/46.8	Issue-Lösungsquote — 59 % der Issues geschlossen
24.6/38.3	PR-Annahme — 92/143 entschiedene PRs gemergt
7.5/15	OpenSSF Scorecard: Code-Review — Found 14/24 approved changesets -- score normalized to 5

Verwendete Eingangsdaten

merged_prs	92
open_issues	41
closed_issues	58
issue_closed_ratio	0,586
closed_unmerged_prs	51

Eigentümerschaft & Trägerschaft

46Gefährdet

Wie die Bewertung erfolgt

30/30	Organisatorische Trägerschaft — im Besitz einer Organisation
0/20	Verifizierte Domain
6.5/25	Reichweite des Inhabers — 7 Follower von mlflow-oidc
9.9/25	Kontohistorie — 8 öffentliche Repos, Kontoalter ca. 1 Jahre

Verwendete Eingangsdaten

followers	7
owner_type	Organization
is_verified	—
owner_login	mlflow-oidc
public_repos	8
account_age_days	538

Paketpflege

100Exzellent

Wie die Bewertung erfolgt

25/25	Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35	Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20	Versionshistorie — 73 veröffentlichte Versionen
20/20	Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen

Verwendete Eingangsdaten

packages	mlflow-oidc-auth
ecosystems	pypi
any_deprecated	nein
min_days_since_publish	0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

100Exzellent

Wie die Bewertung erfolgt

24/24	CI-Workflows — 8 Workflow(s)
24/24	Tests vorhanden
16/16	Linter-Konfiguration — eslint.config.js, tox.ini
9.6/9.6	Pre-Commit-Hooks
6.4/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10

Verwendete Eingangsdaten

has_ci	ja
has_tests	ja
has_editorconfig	ja
has_linter_config	ja
has_precommit_config	ja

Dokumentation

90Exzellent

Wie die Bewertung erfolgt

30/30	README
25/25	Dokumentationsverzeichnis
15/15	Dokumentations-/Homepage-Site — https://mlflow-oidc.github.io/mlflow-oidc-auth/
10/10	Repository-Beschreibung
10/10	Topics — 7 Topics
0/10	Wiki

Verwendete Eingangsdaten

topics	mlflow, mlflow-tracking-server, oauth2, oidc, permission-management, sso, machine-learning
has_wiki	nein
homepage	https://mlflow-oidc.github.io/mlflow-oidc-auth/
has_readme	ja
has_docs_dir	ja
has_description	ja

Sicherheit

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

61Mittel · 16 % des Gesamtindex

Sicherheitslage

62Mittel

Wie die Bewertung erfolgt

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5	Code-Review — Found 14/24 approved changesets -- score normalized to 5
2.5/2.5	Contributors — project has 5 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	Lizenz — license file detected
7.5/7.5	Maintained — 19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
2.5/5	SAST — SAST tool is not run on all commits -- score normalized to 5
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
4.5/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 51 existing vulnerabilities detected

Verwendete Eingangsdaten

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	6,1

Abhängigkeits-Advisories

59Mittel

Wie die Bewertung erfolgt

10.5/35	Direkte Abhängigkeiten ohne bekannte Advisories — 2 betroffen: react-router 7.12.0 (high 8.1), dompurify 3.3.1 (moderate 6.9)
0/25	Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
34.1/40	Keine offenen Advisories — 1 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 142 Tagen veröffentlicht

Verwendete Eingangsdaten

source	osv
advisories	53
affected_packages	15
assessed_packages	392
unassessed_packages	24
affected_by_severity	critical 2, high 10, moderate 2, low 1
direct_affected_packages	2

Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 392 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 24 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. 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.

69Mittel · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

85Exzellent

Wie die Bewertung erfolgt

45/45	Agentenanweisungen — .github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md
0/15	Maschinenlesbare Doku (llms.txt)
40/40	Lesbare Commit-Historie — 100 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)

Verwendete Eingangsdaten

has_llms_txt	nein
legible_history_share	1
agent_instruction_files	.github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md
agent_instruction_max_bytes	26.538

AI-Verify-Loop (Build / Test / Typprüfung)

64Mittel

Wie die Bewertung erfolgt

0/18	Bootstrap mit einem Befehl
22/22	Automatisierte Tests
11/11	Lint-/Format-Konfiguration — eslint.config.js, tox.ini
11/11	Statische Typprüfung — web-react/tsconfig.json
10/10	Reproduzierbare Umgebung — Dockerfile, lockfile
10/10	Belegte Agentenpraxis — 9 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8	Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Verwendete Eingangsdaten

has_nix	nein
has_tests	ja
lockfiles	yarn.lock
has_dockerfile	ja
typed_language	nein
bootstrap_files	—
has_devcontainer	nein
has_linter_config	ja
typecheck_configs	web-react/tsconfig.json
agent_commit_share	0,09
toolchain_manifests	—
dependency_bot_commit_share	0

AI-Code-Lesbarkeit für Modelle

82Gut

Wie die Bewertung erfolgt

27/45	Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (web-react/tsconfig.json)
54.6/55	Handhabbare Dateigrößen — 4/609 Quelldateien über 60 KB

Verwendete Eingangsdaten

primary_language	Python
largest_source_bytes	126.517
source_files_sampled	609
oversized_source_files	4

Maschinenlesbare AI-Schnittstellen

40Gefährdet

Wie die Bewertung erfolgt

0/40	API-Schema (OpenAPI/GraphQL/proto)
0/20	MCP-Server
40/40	Lauffähige Beispiele — notebooks

Verwendete Eingangsdaten

example_dirs	notebooks
has_mcp_signal	nein
api_schema_files	—

Eckdaten

123GitHub-Sterne

16Mitwirkende

308Commits, letzte 12 Monate

0Tage seit letztem Push

100Releases

1Bus-Faktor

41offene Issues

npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:mlflow-oidc-auth@7.3.5; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 57 ⇿

0Sterne

57Forks

96Releases

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.

Major 7Minor 32Patch 30

Jeder Punkt umfasst 3 Tage.

OpenSSF Scorecard 6.1 / 10

6.1Gesamtwert

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 02:23 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	22 out of 22 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
5	Code-Review	Found 14/24 approved changesets -- score normalized to 5
10	Contributors	project has 5 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	19 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
5	SAST	SAST tool is not run on all commits -- score normalized to 5
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
6	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	51 existing vulnerabilities detected

Direkte Abhängigkeiten 20

Registry	Paket	Versionsvorgabe	Manifest
PyPI	mlflow	`<4,>=3.14.0`	pyproject.toml
PyPI	python-dotenv	`<2`	pyproject.toml
PyPI	requests	`<3,>=2.32.5`	pyproject.toml
PyPI	sqlalchemy	`<3,>=2.0.46`	pyproject.toml
PyPI	flask	`<4`	pyproject.toml
PyPI	gunicorn	`<24`	pyproject.toml
PyPI	alembic	`<2,!=1.18.4`	pyproject.toml
PyPI	authlib	`<2`	pyproject.toml
PyPI	uvicorn	`>=0.41.0`	pyproject.toml
PyPI	fastapi	`>=0.132.0`	pyproject.toml
PyPI	asgiref	`>=3.11.1`	pyproject.toml
PyPI	httpx	`>=0.28.1`	pyproject.toml
PyPI	cachetools	`>=5.5.0`	pyproject.toml
npm	@fortawesome/fontawesome-svg-core	`^7.1.0`	web-react/package.json
npm	@fortawesome/free-solid-svg-icons	`^7.1.0`	web-react/package.json
npm	@fortawesome/react-fontawesome	`^3.1.0`	web-react/package.json
npm	dompurify	`^3.3.0`	web-react/package.json
npm	react	`^19.1.1`	web-react/package.json
npm	react-dom	`^19.1.1`	web-react/package.json
npm	react-router	`^7.9.3`	web-react/package.json

Alle Abhängigkeiten 416

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 20 direkte und 396 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

Registry	Paket	Version	Beziehung
npm	@fortawesome/fontawesome-svg-core	`7.1.0`	direkt
npm	@fortawesome/free-solid-svg-icons	`7.1.0`	direkt
npm	@fortawesome/react-fontawesome	`3.1.1`	direkt
npm	dompurify	`3.3.1`	direkt
npm	react	`19.2.3`	direkt
npm	react-dom	`19.2.3`	direkt
npm	react-router	`7.12.0`	direkt
PyPI	alembic	`—`	direkt
PyPI	asgiref	`—`	direkt
PyPI	authlib	`—`	direkt
PyPI	cachetools	`—`	direkt
PyPI	fastapi	`—`	direkt
PyPI	flask	`—`	direkt
PyPI	gunicorn	`—`	direkt
PyPI	httpx	`—`	direkt
PyPI	mlflow	`—`	direkt
PyPI	python-dotenv	`—`	direkt
PyPI	requests	`—`	direkt
PyPI	sqlalchemy	`—`	direkt
PyPI	uvicorn	`—`	direkt
npm	@acemir/cssom	`0.9.30`	indirekt
npm	@adobe/css-tools	`4.4.4`	indirekt
npm	@asamuzakjp/css-color	`4.1.1`	indirekt
npm	@asamuzakjp/dom-selector	`6.7.6`	indirekt
npm	@asamuzakjp/nwsapi	`2.3.9`	indirekt
npm	@babel/code-frame	`7.27.1`	indirekt
npm	@babel/compat-data	`7.28.5`	indirekt
npm	@babel/core	`7.28.5`	indirekt
npm	@babel/generator	`7.28.5`	indirekt
npm	@babel/helper-compilation-targets	`7.27.2`	indirekt
npm	@babel/helper-globals	`7.28.0`	indirekt
npm	@babel/helper-module-imports	`7.27.1`	indirekt
npm	@babel/helper-module-transforms	`7.28.3`	indirekt
npm	@babel/helper-string-parser	`7.27.1`	indirekt
npm	@babel/helper-validator-identifier	`7.28.5`	indirekt
npm	@babel/helper-validator-option	`7.27.1`	indirekt
npm	@babel/helpers	`7.28.4`	indirekt
npm	@babel/parser	`7.28.5`	indirekt
npm	@babel/runtime	`7.28.4`	indirekt
npm	@babel/template	`7.27.2`	indirekt
npm	@babel/traverse	`7.28.5`	indirekt
npm	@babel/types	`7.28.5`	indirekt
npm	@bcoe/v8-coverage	`1.0.2`	indirekt
npm	@csstools/color-helpers	`5.1.0`	indirekt
npm	@csstools/css-calc	`2.1.4`	indirekt
npm	@csstools/css-color-parser	`3.1.0`	indirekt
npm	@csstools/css-parser-algorithms	`3.0.5`	indirekt
npm	@csstools/css-syntax-patches-for-csstree	`1.0.25`	indirekt
npm	@csstools/css-tokenizer	`3.0.4`	indirekt
npm	@emnapi/core	`1.8.1`	indirekt
npm	@emnapi/runtime	`1.8.1`	indirekt
npm	@emnapi/wasi-threads	`1.1.0`	indirekt
npm	@eslint-community/eslint-utils	`4.9.1`	indirekt
npm	@eslint-community/regexpp	`4.12.2`	indirekt
npm	@eslint-react/ast	`2.5.5`	indirekt
npm	@eslint-react/core	`2.5.5`	indirekt
npm	@eslint-react/eff	`2.5.5`	indirekt
npm	@eslint-react/shared	`2.5.5`	indirekt
npm	@eslint-react/var	`2.5.5`	indirekt
npm	@eslint/config-array	`0.21.1`	indirekt
npm	@eslint/config-helpers	`0.4.2`	indirekt
npm	@eslint/core	`0.17.0`	indirekt
npm	@eslint/eslintrc	`3.3.3`	indirekt
npm	@eslint/js	`9.39.2`	indirekt
npm	@eslint/object-schema	`2.1.7`	indirekt
npm	@eslint/plugin-kit	`0.4.1`	indirekt
npm	@exodus/bytes	`1.8.0`	indirekt
npm	@fortawesome/fontawesome-common-types	`7.1.0`	indirekt
npm	@humanfs/core	`0.19.1`	indirekt
npm	@humanfs/node	`0.16.7`	indirekt
npm	@humanwhocodes/module-importer	`1.0.1`	indirekt
npm	@humanwhocodes/retry	`0.4.3`	indirekt
npm	@jest/diff-sequences	`30.0.1`	indirekt
npm	@jest/expect-utils	`30.2.0`	indirekt
npm	@jest/get-type	`30.1.0`	indirekt
npm	@jest/pattern	`30.0.1`	indirekt
npm	@jest/schemas	`30.0.5`	indirekt
npm	@jest/types	`30.2.0`	indirekt
npm	@jridgewell/gen-mapping	`0.3.13`	indirekt
npm	@jridgewell/remapping	`2.3.5`	indirekt
npm	@jridgewell/resolve-uri	`3.1.2`	indirekt
npm	@jridgewell/sourcemap-codec	`1.5.5`	indirekt
npm	@jridgewell/trace-mapping	`0.3.31`	indirekt
npm	@napi-rs/wasm-runtime	`1.1.1`	indirekt
npm	@oxc-project/runtime	`0.101.0`	indirekt
npm	@oxc-project/types	`0.101.0`	indirekt
npm	@rolldown/binding-android-arm64	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-darwin-arm64	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-darwin-x64	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-freebsd-x64	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-linux-arm-gnueabihf	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-linux-arm64-gnu	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-linux-arm64-musl	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-linux-x64-gnu	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-linux-x64-musl	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-openharmony-arm64	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-wasm32-wasi	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-win32-arm64-msvc	`1.0.0-beta.53`	indirekt
npm	@rolldown/binding-win32-x64-msvc	`1.0.0-beta.53`	indirekt
npm	@rolldown/pluginutils	`1.0.0-beta.47`	indirekt
npm	@rolldown/pluginutils	`1.0.0-beta.53`	indirekt
npm	@sinclair/typebox	`0.34.47`	indirekt
npm	@standard-schema/spec	`1.1.0`	indirekt
npm	@swc/core	`1.15.8`	indirekt
npm	@swc/core-darwin-arm64	`1.15.8`	indirekt
npm	@swc/core-darwin-x64	`1.15.8`	indirekt
npm	@swc/core-linux-arm-gnueabihf	`1.15.8`	indirekt
npm	@swc/core-linux-arm64-gnu	`1.15.8`	indirekt
npm	@swc/core-linux-arm64-musl	`1.15.8`	indirekt
npm	@swc/core-linux-x64-gnu	`1.15.8`	indirekt
npm	@swc/core-linux-x64-musl	`1.15.8`	indirekt
npm	@swc/core-win32-arm64-msvc	`1.15.8`	indirekt
npm	@swc/core-win32-ia32-msvc	`1.15.8`	indirekt
npm	@swc/core-win32-x64-msvc	`1.15.8`	indirekt
npm	@swc/counter	`0.1.3`	indirekt
npm	@swc/types	`0.1.25`	indirekt
npm	@tailwindcss/node	`4.1.18`	indirekt
npm	@tailwindcss/oxide	`4.1.18`	indirekt
npm	@tailwindcss/oxide-android-arm64	`4.1.18`	indirekt
npm	@tailwindcss/oxide-darwin-arm64	`4.1.18`	indirekt
npm	@tailwindcss/oxide-darwin-x64	`4.1.18`	indirekt
npm	@tailwindcss/oxide-freebsd-x64	`4.1.18`	indirekt
npm	@tailwindcss/oxide-linux-arm-gnueabihf	`4.1.18`	indirekt
npm	@tailwindcss/oxide-linux-arm64-gnu	`4.1.18`	indirekt
npm	@tailwindcss/oxide-linux-arm64-musl	`4.1.18`	indirekt
npm	@tailwindcss/oxide-linux-x64-gnu	`4.1.18`	indirekt
npm	@tailwindcss/oxide-linux-x64-musl	`4.1.18`	indirekt
npm	@tailwindcss/oxide-wasm32-wasi	`4.1.18`	indirekt
npm	@tailwindcss/oxide-win32-arm64-msvc	`4.1.18`	indirekt
npm	@tailwindcss/oxide-win32-x64-msvc	`4.1.18`	indirekt
npm	@tailwindcss/vite	`4.1.18`	indirekt
npm	@testing-library/dom	`10.4.1`	indirekt
npm	@testing-library/jest-dom	`6.9.1`	indirekt
npm	@testing-library/react	`16.3.1`	indirekt
npm	@testing-library/user-event	`14.6.1`	indirekt
npm	@tybys/wasm-util	`0.10.1`	indirekt
npm	@types/aria-query	`5.0.4`	indirekt
npm	@types/chai	`5.2.3`	indirekt
npm	@types/deep-eql	`4.0.2`	indirekt
npm	@types/estree	`1.0.8`	indirekt
npm	@types/istanbul-lib-coverage	`2.0.6`	indirekt
npm	@types/istanbul-lib-report	`3.0.3`	indirekt
npm	@types/istanbul-reports	`3.0.4`	indirekt
npm	@types/jest	`30.0.0`	indirekt
npm	@types/jsdom	`27.0.0`	indirekt
npm	@types/json-schema	`7.0.15`	indirekt
npm	@types/node	`25.0.6`	indirekt
npm	@types/react	`19.2.8`	indirekt
npm	@types/react-dom	`19.2.3`	indirekt
npm	@types/stack-utils	`2.0.3`	indirekt
npm	@types/tough-cookie	`4.0.5`	indirekt
npm	@types/trusted-types	`2.0.7`	indirekt
npm	@types/yargs	`17.0.35`	indirekt
npm	@types/yargs-parser	`21.0.3`	indirekt
npm	@typescript-eslint/eslint-plugin	`8.52.0`	indirekt
npm	@typescript-eslint/parser	`8.52.0`	indirekt
npm	@typescript-eslint/project-service	`8.52.0`	indirekt
npm	@typescript-eslint/scope-manager	`8.52.0`	indirekt
npm	@typescript-eslint/tsconfig-utils	`8.52.0`	indirekt
npm	@typescript-eslint/type-utils	`8.52.0`	indirekt
npm	@typescript-eslint/types	`8.52.0`	indirekt
npm	@typescript-eslint/typescript-estree	`8.52.0`	indirekt
npm	@typescript-eslint/utils	`8.52.0`	indirekt
npm	@typescript-eslint/visitor-keys	`8.52.0`	indirekt
npm	@vitejs/plugin-react-swc	`4.2.2`	indirekt
npm	@vitest/coverage-v8	`4.0.16`	indirekt
npm	@vitest/expect	`4.0.16`	indirekt
npm	@vitest/mocker	`4.0.16`	indirekt
npm	@vitest/pretty-format	`4.0.16`	indirekt
npm	@vitest/runner	`4.0.16`	indirekt
npm	@vitest/snapshot	`4.0.16`	indirekt
npm	@vitest/spy	`4.0.16`	indirekt
npm	@vitest/utils	`4.0.16`	indirekt
npm	acorn	`8.15.0`	indirekt
npm	acorn-jsx	`5.3.2`	indirekt
npm	agent-base	`7.1.4`	indirekt
npm	ajv	`6.12.6`	indirekt
npm	ansi-regex	`5.0.1`	indirekt
npm	ansi-styles	`4.3.0`	indirekt
npm	ansi-styles	`5.2.0`	indirekt
npm	argparse	`2.0.1`	indirekt
npm	aria-query	`5.3.0`	indirekt
npm	aria-query	`5.3.2`	indirekt
npm	assertion-error	`2.0.1`	indirekt
npm	ast-v8-to-istanbul	`0.3.10`	indirekt
npm	balanced-match	`1.0.2`	indirekt
npm	baseline-browser-mapping	`2.9.14`	indirekt
npm	bidi-js	`1.0.3`	indirekt
npm	birecord	`0.1.1`	indirekt
npm	brace-expansion	`1.1.12`	indirekt
npm	brace-expansion	`2.0.2`	indirekt
npm	braces	`3.0.3`	indirekt
npm	browserslist	`4.28.1`	indirekt
npm	callsites	`3.1.0`	indirekt
npm	caniuse-lite	`1.0.30001764`	indirekt
npm	chai	`6.2.2`	indirekt
npm	chalk	`4.1.2`	indirekt
npm	ci-info	`4.3.1`	indirekt
npm	color-convert	`2.0.1`	indirekt
npm	color-name	`1.1.4`	indirekt
npm	compare-versions	`6.1.1`	indirekt
npm	concat-map	`0.0.1`	indirekt
npm	convert-source-map	`2.0.0`	indirekt
npm	cookie	`1.1.1`	indirekt
npm	cross-spawn	`7.0.6`	indirekt
npm	css-tree	`3.1.0`	indirekt
npm	css.escape	`1.5.1`	indirekt
npm	cssstyle	`5.3.7`	indirekt
npm	csstype	`3.2.3`	indirekt
npm	data-urls	`6.0.0`	indirekt
npm	debug	`4.4.3`	indirekt
npm	decimal.js	`10.6.0`	indirekt
npm	deep-is	`0.1.4`	indirekt
npm	dequal	`2.0.3`	indirekt
npm	detect-libc	`2.1.2`	indirekt
npm	dom-accessibility-api	`0.5.16`	indirekt
npm	dom-accessibility-api	`0.6.3`	indirekt
npm	electron-to-chromium	`1.5.267`	indirekt
npm	enhanced-resolve	`5.18.4`	indirekt
npm	entities	`6.0.1`	indirekt
npm	es-module-lexer	`1.7.0`	indirekt
npm	escalade	`3.2.0`	indirekt
npm	escape-string-regexp	`2.0.0`	indirekt
npm	escape-string-regexp	`4.0.0`	indirekt
npm	eslint	`9.39.2`	indirekt
npm	eslint-config-prettier	`10.1.8`	indirekt
npm	eslint-plugin-react-dom	`2.5.5`	indirekt
npm	eslint-plugin-react-hooks	`7.0.1`	indirekt
npm	eslint-plugin-react-refresh	`0.4.26`	indirekt
npm	eslint-plugin-react-x	`2.5.5`	indirekt
npm	eslint-scope	`8.4.0`	indirekt
npm	eslint-visitor-keys	`3.4.3`	indirekt
npm	eslint-visitor-keys	`4.2.1`	indirekt
npm	espree	`10.4.0`	indirekt
npm	esquery	`1.7.0`	indirekt
npm	esrecurse	`4.3.0`	indirekt
npm	estraverse	`5.3.0`	indirekt
npm	estree-walker	`3.0.3`	indirekt
npm	esutils	`2.0.3`	indirekt
npm	expect	`30.2.0`	indirekt
npm	expect-type	`1.3.0`	indirekt
npm	fast-deep-equal	`3.1.3`	indirekt
npm	fast-json-stable-stringify	`2.1.0`	indirekt
npm	fast-levenshtein	`2.0.6`	indirekt
npm	fdir	`6.5.0`	indirekt
npm	file-entry-cache	`8.0.0`	indirekt
npm	fill-range	`7.1.1`	indirekt
npm	find-up	`5.0.0`	indirekt
npm	flat-cache	`4.0.1`	indirekt
npm	flatted	`3.3.3`	indirekt
npm	fsevents	`2.3.3`	indirekt
npm	gensync	`1.0.0-beta.2`	indirekt
npm	glob-parent	`6.0.2`	indirekt
npm	globals	`14.0.0`	indirekt
npm	globals	`17.0.0`	indirekt
npm	graceful-fs	`4.2.11`	indirekt
npm	has-flag	`4.0.0`	indirekt
npm	hermes-estree	`0.25.1`	indirekt
npm	hermes-parser	`0.25.1`	indirekt
npm	html-encoding-sniffer	`6.0.0`	indirekt
npm	html-escaper	`2.0.2`	indirekt
npm	http-proxy-agent	`7.0.2`	indirekt
npm	https-proxy-agent	`7.0.6`	indirekt
npm	ignore	`5.3.2`	indirekt
npm	ignore	`7.0.5`	indirekt
npm	import-fresh	`3.3.1`	indirekt
npm	imurmurhash	`0.1.4`	indirekt
npm	indent-string	`4.0.0`	indirekt
npm	is-extglob	`2.1.1`	indirekt
npm	is-glob	`4.0.3`	indirekt
npm	is-immutable-type	`5.0.1`	indirekt
npm	is-number	`7.0.0`	indirekt
npm	is-potential-custom-element-name	`1.0.1`	indirekt
npm	isexe	`2.0.0`	indirekt
npm	istanbul-lib-coverage	`3.2.2`	indirekt
npm	istanbul-lib-report	`3.0.1`	indirekt
npm	istanbul-lib-source-maps	`5.0.6`	indirekt
npm	istanbul-reports	`3.2.0`	indirekt
npm	jest-diff	`30.2.0`	indirekt
npm	jest-matcher-utils	`30.2.0`	indirekt
npm	jest-message-util	`30.2.0`	indirekt
npm	jest-mock	`30.2.0`	indirekt
npm	jest-regex-util	`30.0.1`	indirekt
npm	jest-util	`30.2.0`	indirekt
npm	jiti	`2.6.1`	indirekt
npm	js-tokens	`4.0.0`	indirekt
npm	js-tokens	`9.0.1`	indirekt
npm	js-yaml	`4.1.1`	indirekt
npm	jsdom	`27.4.0`	indirekt
npm	jsesc	`3.1.0`	indirekt
npm	json-buffer	`3.0.1`	indirekt
npm	json-schema-traverse	`0.4.1`	indirekt
npm	json-stable-stringify-without-jsonify	`1.0.1`	indirekt
npm	json5	`2.2.3`	indirekt
npm	keyv	`4.5.4`	indirekt
npm	levn	`0.4.1`	indirekt
npm	lightningcss	`1.30.2`	indirekt
npm	lightningcss-android-arm64	`1.30.2`	indirekt
npm	lightningcss-darwin-arm64	`1.30.2`	indirekt
npm	lightningcss-darwin-x64	`1.30.2`	indirekt
npm	lightningcss-freebsd-x64	`1.30.2`	indirekt
npm	lightningcss-linux-arm-gnueabihf	`1.30.2`	indirekt
npm	lightningcss-linux-arm64-gnu	`1.30.2`	indirekt
npm	lightningcss-linux-arm64-musl	`1.30.2`	indirekt
npm	lightningcss-linux-x64-gnu	`1.30.2`	indirekt
npm	lightningcss-linux-x64-musl	`1.30.2`	indirekt
npm	lightningcss-win32-arm64-msvc	`1.30.2`	indirekt
npm	lightningcss-win32-x64-msvc	`1.30.2`	indirekt
npm	locate-path	`6.0.0`	indirekt
npm	lodash.merge	`4.6.2`	indirekt
npm	lru-cache	`11.2.4`	indirekt
npm	lru-cache	`5.1.1`	indirekt
npm	lz-string	`1.5.0`	indirekt
npm	magic-string	`0.30.21`	indirekt
npm	magicast	`0.5.1`	indirekt
npm	make-dir	`4.0.0`	indirekt
npm	mdn-data	`2.12.2`	indirekt
npm	micromatch	`4.0.8`	indirekt
npm	min-indent	`1.0.1`	indirekt
npm	minimatch	`3.1.2`	indirekt
npm	minimatch	`9.0.5`	indirekt
npm	ms	`2.1.3`	indirekt
npm	nanoid	`3.3.11`	indirekt
npm	natural-compare	`1.4.0`	indirekt
npm	node-releases	`2.0.27`	indirekt
npm	obug	`2.1.1`	indirekt
npm	optionator	`0.9.4`	indirekt
npm	p-limit	`3.1.0`	indirekt
npm	p-locate	`5.0.0`	indirekt
npm	parent-module	`1.0.1`	indirekt
npm	parse5	`7.3.0`	indirekt
npm	parse5	`8.0.0`	indirekt
npm	path-exists	`4.0.0`	indirekt
npm	path-key	`3.1.1`	indirekt
npm	pathe	`2.0.3`	indirekt
npm	picocolors	`1.1.1`	indirekt
npm	picomatch	`2.3.1`	indirekt
npm	picomatch	`4.0.3`	indirekt
npm	postcss	`8.5.6`	indirekt
npm	prelude-ls	`1.2.1`	indirekt
npm	prettier	`3.8.1`	indirekt
npm	pretty-format	`27.5.1`	indirekt
npm	pretty-format	`30.2.0`	indirekt
npm	punycode	`2.3.1`	indirekt
npm	react-is	`17.0.2`	indirekt
npm	react-is	`18.3.1`	indirekt
npm	redent	`3.0.0`	indirekt
npm	require-from-string	`2.0.2`	indirekt
npm	resolve-from	`4.0.0`	indirekt
npm	rolldown	`1.0.0-beta.53`	indirekt
npm	rolldown-vite	`7.3.1`	indirekt
npm	saxes	`6.0.0`	indirekt
npm	scheduler	`0.27.0`	indirekt
npm	semver	`6.3.1`	indirekt
npm	semver	`7.7.3`	indirekt
npm	set-cookie-parser	`2.7.2`	indirekt
npm	shebang-command	`2.0.0`	indirekt
npm	shebang-regex	`3.0.0`	indirekt
npm	siginfo	`2.0.0`	indirekt
npm	slash	`3.0.0`	indirekt
npm	source-map-js	`1.2.1`	indirekt
npm	stack-utils	`2.0.6`	indirekt
npm	stackback	`0.0.2`	indirekt
npm	std-env	`3.10.0`	indirekt
npm	string-ts	`2.3.1`	indirekt
npm	strip-indent	`3.0.0`	indirekt
npm	strip-json-comments	`3.1.1`	indirekt
npm	supports-color	`7.2.0`	indirekt
npm	symbol-tree	`3.2.4`	indirekt
npm	tailwindcss	`4.1.18`	indirekt
npm	tapable	`2.3.0`	indirekt
npm	tinybench	`2.9.0`	indirekt
npm	tinyexec	`1.0.2`	indirekt
npm	tinyglobby	`0.2.15`	indirekt
npm	tinyrainbow	`3.0.3`	indirekt
npm	tldts	`7.0.19`	indirekt
npm	tldts-core	`7.0.19`	indirekt
npm	to-regex-range	`5.0.1`	indirekt
npm	tough-cookie	`6.0.0`	indirekt
npm	tr46	`6.0.0`	indirekt
npm	ts-api-utils	`2.4.0`	indirekt
npm	ts-declaration-location	`1.0.7`	indirekt
npm	ts-pattern	`5.9.0`	indirekt
npm	tslib	`2.8.1`	indirekt
npm	type-check	`0.4.0`	indirekt
npm	typescript	`5.9.3`	indirekt
npm	typescript-eslint	`8.52.0`	indirekt
npm	undici-types	`7.16.0`	indirekt
npm	update-browserslist-db	`1.2.3`	indirekt
npm	uri-js	`4.4.1`	indirekt
npm	vitest	`4.0.16`	indirekt
npm	w3c-xmlserializer	`5.0.0`	indirekt
npm	webidl-conversions	`8.0.1`	indirekt
npm	whatwg-mimetype	`4.0.0`	indirekt
npm	whatwg-url	`15.1.0`	indirekt
npm	which	`2.0.2`	indirekt
npm	why-is-node-running	`2.3.0`	indirekt
npm	word-wrap	`1.2.5`	indirekt
npm	ws	`8.19.0`	indirekt
npm	xml-name-validator	`5.0.0`	indirekt
npm	xmlchars	`2.2.0`	indirekt
npm	yallist	`3.1.1`	indirekt
npm	yocto-queue	`0.1.0`	indirekt
npm	zod	`4.3.5`	indirekt
npm	zod-validation-error	`4.0.2`	indirekt
PyPI	autoflake	`—`	indirekt
PyPI	azure-identity	`—`	indirekt
PyPI	azure-keyvault-secrets	`—`	indirekt
PyPI	black	`—`	indirekt
PyPI	boto3	`—`	indirekt
PyPI	hvac	`—`	indirekt
PyPI	pre-commit	`—`	indirekt
PyPI	pytest	`—`	indirekt
PyPI	pytest-asyncio	`—`	indirekt
PyPI	pytest-cov	`—`	indirekt
PyPI	redis	`—`	indirekt

Abhängigkeits-Advisories 15

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 392 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 15 tragen bekannte Advisories, davon 2 direkte. 24 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

Paket	Version	Beziehung	Schweregrad	Advisories	Behoben in
flatted	`3.3.3`	indirekt	kritisch	2	`3.4.2`
vitest	`4.0.16`	indirekt	kritisch	1	`4.1.0`
react-router	`7.12.0`	direkt	hoch	11	`7.18.0`
brace-expansion	`1.1.12`	indirekt	hoch	2	`5.0.7`
brace-expansion	`2.0.2`	indirekt	hoch	2	`5.0.7`
js-yaml	`4.1.1`	indirekt	hoch	2	`4.3.0`
minimatch	`3.1.2`	indirekt	hoch	3	`10.2.3`
minimatch	`9.0.5`	indirekt	hoch	3	`10.2.3`
picomatch	`2.3.1`	indirekt	hoch	2	`4.0.4`
picomatch	`4.0.3`	indirekt	hoch	2	`4.0.4`
postcss	`8.5.6`	indirekt	hoch	2	`8.5.12`
ws	`8.19.0`	indirekt	hoch	2	`8.21.0`
dompurify	`3.3.1`	direkt	mittel	17	`3.4.12`
ajv	`6.12.6`	indirekt	mittel	1	`8.18.0`
@babel/core	`7.28.5`	indirekt	niedrig	1	`8.0.0-rc.6`

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": [
        "mlflow",
        "mlflow-tracking-server",
        "oauth2",
        "oidc",
        "permission-management",
        "sso",
        "machine-learning"
      ],
      "is_fork": false,
      "size_kb": 2481,
      "has_wiki": false,
      "homepage": "https://mlflow-oidc.github.io/mlflow-oidc-auth/",
      "languages": {
        "CSS": 6213,
        "HTML": 12745,
        "Mako": 510,
        "Shell": 2077,
        "Python": 3125959,
        "JavaScript": 1223,
        "TypeScript": 796427,
        "Jupyter Notebook": 11052
      },
      "pushed_at": "2026-07-24T02:21:28Z",
      "created_at": "2024-04-01T02:29:33Z",
      "owner_type": "Organization",
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          "body": "## Summary\n\nFollow-up to #249. The session re-auth feature injects a small fetch/XHR\ninterceptor into MLflow's `index.html` from\n`mlflow_oidc_auth/hack/reauth.html`, but that file was never listed in\n`[tool.setuptools.package-data]`. Editable installs (and the test suite)\nwork because the file exist\n[…]\npire session → SPA auto-redirects to\n`/login?next=<original-path>`\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(packaging): ship hack/reauth.html in the wheel (#255)",
          "author_name": "Rémi Debette",
          "author_login": "remidebette",
          "committed_at": "2026-05-22T19:32:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c9d54aedd3abfd73c785c2de9768fe3e163e7da7",
          "body": null,
          "is_bot": false,
          "headline": "feat: menu and permission fixes (#254)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T02:08:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4077bc32aacfecc06369baecaed2c4ef8f54dbd8",
          "body": "…on name",
          "is_bot": false,
          "headline": "fix(auth-page): update copyright notice to reflect correct organizati…",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T01:40:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24a52f095500060c9ec56f928d0be3b3a5a9b831",
          "body": null,
          "is_bot": false,
          "headline": "feat: add contributing guidelines and notice file; update README footer",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T01:08:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9064ca3176e757c648c00199d0fc6ea806ddaa78",
          "body": null,
          "is_bot": false,
          "headline": "fix: update project descriptions and add disclaimer to documentation",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:38:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e35d891265c2eca6df26411807f149cfd7281499",
          "body": "…ng tests",
          "is_bot": false,
          "headline": "feat(gateway): add support for gateway creation paths and correspondi…",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:25:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b1f7852d688c566e5b0144b7884fcf68e6af89a2",
          "body": null,
          "is_bot": false,
          "headline": "fix(menu): improve menu anchor selection and item reordering logic",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:24:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89520dbf6e45eae28ffb8404752ece4ceca5e16c",
          "body": null,
          "is_bot": false,
          "headline": "fix: update health check endpoint in run-dev-server script",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-13T00:24:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5440c0774c78d25e5e1b621b32df5f44105e5154",
          "body": "Closes #242.\n\n## Summary\n\nOnce a user completed the OIDC login flow, their session lasted up to\n~14 days regardless of any IdP-side change (deactivation, group/MFA\nchanges, password resets, etc.) because only `username` was persisted\nand Starlette's `SessionMiddleware` fell back to its default cooki\n[…]\nClaude Code](https://claude.com/claude-code)\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>\nCo-authored-by: Alexander Kharkevich <kharkevich@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat(auth): re-authenticate sessions against IdP token expiry (#249)",
          "author_name": "Rémi Debette",
          "author_login": "remidebette",
          "committed_at": "2026-05-12T16:10:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a1181877ee5c557c83283c94d5617606a28fd596",
          "body": "When token validation fails, the bearer/basic auth handlers log only the\nexception class name with no message, traceback, URL, or token claim.\nOperators investigating intermittent 401s cannot tell apart token\nexpiry, JWKS network errors, signature mismatch, or claim issues — all\ncollapse to the same\n[…]\ng tests and callers are unaffected.\n- <del>`auth.py`: add a 10s timeout on the OIDC discovery and JWKS HTTP\ncalls.<del>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: improve auth-failure diagnostics (#243)",
          "author_name": "Rémi Debette",
          "author_login": "remidebette",
          "committed_at": "2026-05-06T16:12:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3db2ea9b210691a19965a4299f0da0564e20121a",
          "body": "…vs update behaviour (#245)\n\nclarify #240\n\nCo-authored-by: Copilot <copilot@github.com>",
          "is_bot": false,
          "headline": "docs: update workspace permissions documentation to clarify creation …",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-05-01T14:48:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f7e7a45faed743839f8d5c1734a64c4e50299e80",
          "body": "Allow users to [configure Starlette\nSessionMiddleware](https://www.starlette.dev/middleware/#sessionmiddleware)\ncookies. The default values mirror Starlette's default to maintain the\nexisting behavior.",
          "is_bot": false,
          "headline": "feat: extend Starlette SessionMiddleware config (#232)",
          "author_name": "Jacky Lam",
          "author_login": "jackylamhk",
          "committed_at": "2026-05-01T13:28:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e101c4e817ce74f576aca2409ad60f78053b7ce3",
          "body": "I ran into this same issue -\nhttps://github.com/mlflow-oidc/mlflow-oidc-auth/issues/236.\n\nThe original regex expects the experiment-id to be the first value in\nthe artifact path e.g.\n\n```\n{experiment-id}/{other information}...\n```\nWhen workspaces are enabled the path changes to \n```\nworkspaces/{workspace-name}/{experiment-id}/..\n```",
          "is_bot": false,
          "headline": "fix: get experiment-id for workspace enabled paths (#237)",
          "author_name": "Joanne Shin",
          "author_login": "jlshin",
          "committed_at": "2026-04-20T23:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8bee7e0eb33559cfc77e0fb2642b2e5b0024af41",
          "body": "Co-authored-by: Alexander Kharkevich <kharkevich@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: add back missing api doc setting (#233)",
          "author_name": "Jacky Lam",
          "author_login": "jackylamhk",
          "committed_at": "2026-04-14T00:12:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "adef829dd8e14146444e872b8a22845be87c3e26",
          "body": "For non-admin users, workspace enabled I am seeing the following\n\"Permission Denied\" message in the UI that does not seem relevant to\nanything. I believe it comes from incorrectly extracting the gateway\nname.\n\n<img width=\"1233\" height=\"975\" alt=\"image\"\nsrc=\"https://github.com/user-attachments/assets/47c5f2f2-338d-4a9e-a997-c648535b0946\"\n/>",
          "is_bot": false,
          "headline": "fix: permission denied for non-admins (#235)",
          "author_name": "Joanne Shin",
          "author_login": "jlshin",
          "committed_at": "2026-04-13T18:45:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8f540e82f78800573a1fceb861f55d87b63a4f94",
          "body": null,
          "is_bot": false,
          "headline": "fix(ci): fix plugin installation",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-03-30T17:35:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f31c259b33ace607559878181f94a33a7ecee041",
          "body": "BREAKING CHANGE: workspaces support\n\n- **docs: add codebase mapping for project planning**\n- **docs: initialize project**\n- **chore: add project config**\n- **docs: complete project research**\n- **docs: define v1 requirements**\n- **docs: create roadmap (4 phases)**\n- **docs(01): generate context from\n[…]\n management UI infrastructure and\nnavigation**\n- **feat(ui): add workspace list and detail pages with member\nmanagement**\n- **docs(phase-04): mark phase 4 and milestone complete in roadmap and\nstate**",
          "is_bot": false,
          "headline": "feat: workspace support (#230)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-03-30T17:28:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f523c006952e5eb4b004070983a4e86f38e2e7f5",
          "body": null,
          "is_bot": false,
          "headline": "fix: fix logger configuration",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-02-24T20:18:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14c2443e1d2b291df5e1510d88c1686dd5980967",
          "body": "Co-authored-by: Olga Kharkevich <olga.kharkevich@gmail.com>",
          "is_bot": false,
          "headline": "feat: add AI gateway permission management (#196)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-02-23T19:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26ea42b0bf7505b640227bad9b7982bb8c4f7cce",
          "body": "## Description (Updated after Copilot review):\nThis PR fixes issue #198 by ensuring all API calls and navigation\nproperly handle the basePath from runtime config.\n\n## Changes\n\n**1. BasePath-aware API calls**\nUpdated services and components to use `resolveUrl` for proper basePath\nprefixing:\n- Access \n[…]\nh the following dockerfile:\n```dockerfile\nFROM ghcr.io/mlflow-oidc/mlflow-tracking-server:3.9.0-6.6.4-20260130\nCOPY mlflow_oidc_auth/ui/ /mlflow/.venv/lib/python3.12/site-packages/mlflow_oidc_auth/ui/",
          "is_bot": false,
          "headline": "fix: prefix relative URLs with runtime config base path (#199)",
          "author_name": "Korel",
          "author_login": "Korel",
          "committed_at": "2026-02-10T03:41:04Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "788f9c8c05feb651200ee72054edcc82093797d6",
          "body": null,
          "is_bot": false,
          "headline": "fix: web react code improvements (#193)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-28T15:19:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37752076c19047aa188fcda66e26996079635c6a",
          "body": null,
          "is_bot": false,
          "headline": "fix: align exception response (#192)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-27T21:17:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8dde22a82cd208d479ea9ca118124b70c65e5cf0",
          "body": null,
          "is_bot": false,
          "headline": "fix: improve internal security and stability (#191)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-27T15:16:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f7f7283843db6e3b5e849a5d3a2505eb7fee786",
          "body": null,
          "is_bot": false,
          "headline": "fix: ui & ux styles alignment (#190)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-27T03:56:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a907c5686f7b3de2c7f6238b009a03055f48b0a",
          "body": null,
          "is_bot": false,
          "headline": "feat: webhook management UI (#182)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-22T21:45:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d429585e7f8187195caf7e8afc746c516f5bcca",
          "body": null,
          "is_bot": false,
          "headline": "refactor: improve accessibility, state management, and UI consistency",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T21:31:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cf66d3b42d8bb8400a12ff6b079f4b879b186c5",
          "body": null,
          "is_bot": false,
          "headline": "chore: formatting",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T20:58:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2cd6590dd7f8b52f5084588c755d4474c5a434d4",
          "body": null,
          "is_bot": false,
          "headline": "refactor: implement silent updates and optimize status toggling",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T20:56:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3261eb5262ce2cf7d5fa188ee9d1c943f69d5164",
          "body": null,
          "is_bot": false,
          "headline": "feat: enhance OIDC authentication flow, fix #180 (#184)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-22T05:53:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee547245e001846d6bd0c5f7078dddd9760528c2",
          "body": "…ndling",
          "is_bot": false,
          "headline": "feat: add webhook secret encryption key handling and related error ha…",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-22T04:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5053bcf83f3cc111e44df7256e3c197f9f4f6fdc",
          "body": null,
          "is_bot": false,
          "headline": "feat: update the authentication page and the sidebar (#183)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-22T04:24:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53285b45484490ff1b7907fb0226e4e4f1aa4263",
          "body": null,
          "is_bot": false,
          "headline": "refactor: extract WebhookForm component and add tests",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-21T20:13:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "edfc95228a9ce1423eede705056c350d441f5789",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement webhook editing and refine URL validation",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-21T18:24:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88edce54941d9a4bf2d7a7f5353fcc51d9581479",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement webhook creation and deletion with UI modals",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-20T22:08:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80db4ad25396936e8d25228ef8e761b9dda70afd",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement Webhooks page and data integration",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-20T19:23:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c01c9283d3c123b61c612b7b518e67ff17dde5f",
          "body": null,
          "is_bot": false,
          "headline": "fix: update webhook endpoint paths to remove trailing slashes",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-20T19:06:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b3e80c12c9cd20155843ce96762372332b2f946",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement webhook management service and tests",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-20T16:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff644023d15ce7bb75f7a20e460e4e2e29957586",
          "body": null,
          "is_bot": false,
          "headline": "ci: refine SonarQube configuration (#179)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T15:10:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f45bc2a1f212f7778684bd75d598300fe848cc28",
          "body": null,
          "is_bot": false,
          "headline": "ci: update SonarCloud Scan condition",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T05:31:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23f2d5b4a508d5e27b689d22ceabe81846bb6738",
          "body": null,
          "is_bot": false,
          "headline": "test: fix test run (#178)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T05:11:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d00e823927e6133fc10daf8f0cdc282158f42f4",
          "body": null,
          "is_bot": false,
          "headline": "test: add UI unit and integration tests (#177)",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T04:07:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "106a1f2680f72257567a069fe73567170095db01",
          "body": null,
          "is_bot": false,
          "headline": "test: add new unit and integration tests, refactor existing tests",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T04:03:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13ae499179c73af0cd06dc74ef59d73c66a5e643",
          "body": null,
          "is_bot": false,
          "headline": "test: add unit tests for  components, pages, hooks, and services",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T03:28:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cc475f11993d10ef83c29254125366f7851847a",
          "body": null,
          "is_bot": false,
          "headline": "feat: implement trash page functionality with route-based tabs (#176)",
          "author_name": "Alexander Kharkevich",
          "author_login": "kharkevich",
          "committed_at": "2026-01-17T01:29:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e38f2a674efa99bac7e500d39c1900bfa557931d",
          "body": null,
          "is_bot": false,
          "headline": "feat: add Experiment ID column to the trash page table",
          "author_name": "Olga Kharkevich",
          "author_login": "olgakharkevich",
          "committed_at": "2026-01-17T01:28:07Z",
          "body_truncated": false,
          "is_coding_agent": false
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "7 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 61,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 62,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 6.1
            },
            "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": "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": "22 out of 22 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 14/24 approved changesets -- score normalized to 5",
                "points": 3.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 5 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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "19 commit(s) and 4 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 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "51 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 392 resolved dependencies against OSV; 24 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 392
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 24
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "osv",
              "advisories": 53,
              "affected_packages": 15,
              "assessed_packages": 392,
              "unassessed_packages": 24,
              "affected_by_severity": "critical 2, high 10, moderate 2, low 1",
              "direct_affected_packages": 2
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "2 affected: react-router 7.12.0 (high 8.1), dompurify 3.3.1 (moderate 6.9)",
                "points": 10.5,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "react-router 7.12.0 (high 8.1), dompurify 3.3.1 (moderate 6.9)"
                    }
                  }
                ],
                "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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 142 days ago",
                "points": 34.1,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 142
                    }
                  }
                ],
                "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": 392,
              "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": 13
            },
            "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": 69,
        "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": 1,
              "agent_instruction_files": [
                ".github/copilot-instructions.md",
                ".github/instructions/python.instructions.md",
                ".github/instructions/react.instructions.md",
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 26538
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.md, CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md, .github/instructions/python.instructions.md, .github/instructions/react.instructions.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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "web-react/tsconfig.json"
              ],
              "agent_commit_share": 0.09,
              "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": "eslint.config.js, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js, tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web-react/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web-react/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "9 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 9,
                      "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 126517,
              "source_files_sampled": 609,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (web-react/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "web-react/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/609 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 609,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:mlflow-oidc-auth@7.3.5; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T02:24:04.243383Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mlflow-oidc/mlflow-oidc-auth.svg",
  "full_name": "mlflow-oidc/mlflow-oidc-auth",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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