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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-22 21:04 UTC

RubixML / ML

A high-level machine learning and deep learning library for the PHP language.

PHPMIT★ 2.199 Sterne⑂ 193 Forksseit Feb. 2018Auf GitHub ansehen ↗

RubixML/ML erreicht einen Gesundheitsindex von 30 von 100 und liegt damit im Bereich Gefährdet. Am stärksten schneidet es bei Engineering Quality (78/100) ab, am schwächsten bei Security (20/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

30
gesamt / 100
Gefährdet

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.

30
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.

Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % auf die gewichtete Gesamtgesundheit an und begrenzt sie auf die Obergrenze Gefährdet von 49.

Eigentümerschaft

Rubix MLOrganisation
314 Follower22 öffentliche Reposseit Sept. 2018

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

Paket-Ökosysteme

Metriken nach Kategorie

Vitalität

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

54Mittel · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
1.4/36Commit-Rhythmus — 2/52 Wochen mit Commits
4.3/18Commit-Volumen — 2 Commits im letzten Jahr
1/10OpenSSF Scorecard: Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1
Verwendete Eingangsdaten
commits_last_year2
human_commit_share1
days_since_last_push0
active_weeks_last_year2
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 79 Releases veröffentlicht
16.2/36Release-Aktualität — letztes Release vor 294 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 114,4 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count79
latest_release_tag2.5.3
releases_from_tagsnein
days_since_latest_release294
mean_days_between_releases114,4
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?

76Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
54.2/60Stars — 2.199 Stars
19/25Forks — 193 Forks
9.4/15Watcher — 50 Watcher
Verwendete Eingangsdaten
forks193
stars2.199
watchers50
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
63.3/80Downloads pro Monat — 56.111 Downloads/Monat über packagist
9.9/20Abhängige in der Registry — 30 Pakete hängen davon ab
Verwendete Eingangsdaten
packagesrubix/ml
dependents30
ecosystemspackagist
total_downloads1.568.425
monthly_downloads56.111

Nachhaltigkeit & Governance

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

62Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 97 % der Commits
13.5/13.5Breite der Beitragenden — 35 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled35
top_contributor_share0,97
Wie die Bewertung erfolgt
29.1/46.8Issue-Lösungsquote — 62 % der Issues geschlossen
31.9/38.3PR-Annahme — 170/204 entschiedene PRs gemergt
4.5/15OpenSSF Scorecard: Code-Review — Found 11/30 approved changesets -- score normalized to 3
Verwendete Eingangsdaten
merged_prs170
open_issues73
closed_issues120
issue_closed_ratio0,622
closed_unmerged_prs34
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
18/25Reichweite des Inhabers — 314 Follower von RubixML
21.9/25Kontohistorie — 22 öffentliche Repos, Kontoalter ca. 7 Jahre
Verwendete Eingangsdaten
followers314
owner_typeOrganization
is_verified
owner_loginRubixML
public_repos22
account_age_days2.866

Paketpflege

91Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf packagist
26/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 294 Tagen
20/20Versionshistorie — 80 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesrubix/ml
ecosystemspackagist
any_deprecatednein
min_days_since_publish294

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

78Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .php-cs-fixer.dist.php, phpstan.neon
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://rubixml.github.io/ML
10/10Repository-Beschreibung
10/10Topics — 9 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsmachine-learning, analytics, php, classification, clustering, regression, anomaly-detection, deep-learning, natural-language-processing
has_wikija
homepagehttps://rubixml.github.io/ML
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

20Kritisch · 16 % des Gesamtindex

Sicherheitslage

20Kritisch
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
0/2.5CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 11/30 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 17 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0.8/7.5Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1
0/5Packaging — keine Daten
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_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3,9
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier20
security_posture_before_jurisdiction39
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert. Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % an und begrenzt die Sicherheitslage auf die Obergrenze Gefährdet von 49.

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.

30Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
12.8/40Lesbare Commit-Historie — 24 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,24
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .php-cs-fixer.dist.php, phpstan.neon
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
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_files
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — PHP ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/653 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePHP
largest_source_bytes23.047
source_files_sampled653
oversized_source_files0

Eckdaten

2.199GitHub-Sterne
35Mitwirkende
2Commits, letzte 12 Monate
0Tage seit letztem Push
79Releases
1Bus-Faktor
73offene Issues
PackagistPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • No resolved dependencies carried a version and a supported ecosystem

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 193 ⇿
0Sterne
193Forks
72Releases

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.

0408012016020018962018-122022-082026-05
Major 2Minor 12Patch 38

Jeder Punkt umfasst 7 Tage.

OpenSSF Scorecard 3.9 / 10
3.9Gesamtwert

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 · 2026-07-22 21:03 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
0CI-Tests1 out of 12 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 11/30 approved changesets -- score normalized to 3
10Contributorsproject has 17 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1
k. A.Packagingpackaging workflow not 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 9
RegistryPaketVersionsvorgabeManifest
Packagistamphp/parallel^1.3composer.json
Packagistandrewdalpino/okbloomer^1.0composer.json
Packagistpsr/log^1.1|^2.0|^3.0composer.json
Packagistrubix/tensor^3.0composer.json
Packagistsymfony/polyfill-mbstring^1.0composer.json
Packagistsymfony/polyfill-php80^1.17composer.json
Packagistsymfony/polyfill-php82^1.27composer.json
Packagistsymfony/polyfill-php83^1.27composer.json
Packagistwamania/php-stemmer^4.0composer.json
Alle Abhängigkeiten 17

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 9 direkte und 8 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Packagistamphp/paralleldirekt
Packagistandrewdalpino/okbloomerdirekt
Packagistpsr/logdirekt
Packagistrubix/tensordirekt
Packagistsymfony/polyfill-mbstringdirekt
Packagistsymfony/polyfill-php80direkt
Packagistsymfony/polyfill-php82direkt
Packagistsymfony/polyfill-php83direkt
Packagistwamania/php-stemmerdirekt
Packagistext-jsonindirekt
Packagistfriendsofphp/php-cs-fixerindirekt
Packagistphpindirekt
Packagistphpbench/phpbenchindirekt
Packagistphpstan/extension-installerindirekt
Packagistphpstan/phpstanindirekt
Packagistphpstan/phpstan-phpunitindirekt
Packagistphpunit/phpunitindirekt
Abhängigkeits-Advisories nicht bewertet

Der Advisory-Abgleich konnte für diesen Bericht nicht ausgeführt werden: No resolved dependencies carried a version and a supported ecosystem

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "machine-learning",
        "analytics",
        "php",
        "classification",
        "clustering",
        "regression",
        "anomaly-detection",
        "deep-learning",
        "natural-language-processing"
      ],
      "is_fork": false,
      "size_kb": 35344,
      "has_wiki": true,
      "homepage": "https://rubixml.github.io/ML",
      "languages": {
        "PHP": 1862169
      },
      "pushed_at": "2026-07-22T20:55:51Z",
      "created_at": "2018-02-14T07:20:19Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-20T02:01:17Z",
      "description": "A high-level machine learning and deep learning library for the PHP language.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "PHP",
      "significant_languages": [
        "PHP"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Rubix ML",
      "type": "Organization",
      "login": "RubixML",
      "company": null,
      "location": null,
      "followers": 314,
      "avatar_url": "https://avatars.githubusercontent.com/u/43308973?v=4",
      "created_at": "2018-09-16T04:56:41Z",
      "is_verified": null,
      "public_repos": 22,
      "account_age_days": 2866
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "2.5.3",
          "kind": "patch",
          "published_at": "2025-10-01T17:56:53Z"
        },
        {
          "tag": "2.5.2",
          "kind": "patch",
          "published_at": "2024-11-09T23:07:34Z"
        },
        {
          "tag": "2.5.1",
          "kind": "patch",
          "published_at": "2024-08-31T22:58:23Z"
        },
        {
          "tag": "2.5.0",
          "kind": "minor",
          "published_at": "2024-05-23T17:45:35Z"
        },
        {
          "tag": "2.4.0",
          "kind": "minor",
          "published_at": "2023-05-26T16:55:41Z"
        },
        {
          "tag": "2.3.2",
          "kind": "patch",
          "published_at": "2023-05-13T19:14:15Z"
        },
        {
          "tag": "2.3.1",
          "kind": "patch",
          "published_at": "2023-03-07T01:56:37Z"
        },
        {
          "tag": "2.3.0",
          "kind": "minor",
          "published_at": "2022-12-31T01:33:49Z"
        },
        {
          "tag": "1.3.5",
          "kind": "patch",
          "published_at": "2022-12-06T23:01:38Z"
        },
        {
          "tag": "2.2.2",
          "kind": "patch",
          "published_at": "2022-12-06T22:56:24Z"
        },
        {
          "tag": "2.2.1",
          "kind": "patch",
          "published_at": "2022-10-15T20:15:21Z"
        },
        {
          "tag": "0.4.3",
          "kind": "patch",
          "published_at": "2022-10-06T20:29:28Z"
        },
        {
          "tag": "2.2.0",
          "kind": "minor",
          "published_at": "2022-10-01T17:58:24Z"
        },
        {
          "tag": "2.1.1",
          "kind": "patch",
          "published_at": "2022-09-13T00:10:06Z"
        },
        {
          "tag": "2.1.0",
          "kind": "minor",
          "published_at": "2022-07-30T19:52:38Z"
        },
        {
          "tag": "2.0.2",
          "kind": "patch",
          "published_at": "2022-06-03T23:14:08Z"
        },
        {
          "tag": "1.3.4",
          "kind": "patch",
          "published_at": "2022-06-03T23:11:45Z"
        },
        {
          "tag": "2.0.1",
          "kind": "patch",
          "published_at": "2022-04-03T07:15:03Z"
        },
        {
          "tag": "2.0.0",
          "kind": "major",
          "published_at": "2022-03-30T01:59:55Z"
        },
        {
          "tag": "1.3.2",
          "kind": "patch",
          "published_at": "2022-02-22T01:50:39Z"
        },
        {
          "tag": "0.4.2",
          "kind": "patch",
          "published_at": "2022-02-12T01:01:56Z"
        },
        {
          "tag": "1.3.1",
          "kind": "patch",
          "published_at": "2021-12-08T21:52:06Z"
        },
        {
          "tag": "1.3.0",
          "kind": "minor",
          "published_at": "2021-12-04T20:53:49Z"
        },
        {
          "tag": "1.2.3",
          "kind": "patch",
          "published_at": "2021-11-10T21:37:53Z"
        },
        {
          "tag": "1.2.2",
          "kind": "patch",
          "published_at": "2021-10-31T21:16:51Z"
        },
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          "tag": "1.2.1",
          "kind": "patch",
          "published_at": "2021-10-11T00:42:19Z"
        },
        {
          "tag": "1.2.0",
          "kind": "minor",
          "published_at": "2021-08-01T19:25:44Z"
        },
        {
          "tag": "1.1.3",
          "kind": "patch",
          "published_at": "2021-07-14T04:15:24Z"
        },
        {
          "tag": "1.1.2",
          "kind": "patch",
          "published_at": "2021-07-06T06:45:37Z"
        },
        {
          "tag": "1.1.1",
          "kind": "patch",
          "published_at": "2021-07-05T23:24:58Z"
        },
        {
          "tag": "1.1.0",
          "kind": "minor",
          "published_at": "2021-07-05T06:43:21Z"
        },
        {
          "tag": "1.0.3",
          "kind": "patch",
          "published_at": "2021-06-19T06:08:41Z"
        },
        {
          "tag": "1.0.2",
          "kind": "patch",
          "published_at": "2021-05-26T05:56:54Z"
        },
        {
          "tag": "1.0.1",
          "kind": "patch",
          "published_at": "2021-05-25T06:28:14Z"
        },
        {
          "tag": "1.0.0",
          "kind": "major",
          "published_at": "2021-05-08T20:29:21Z"
        },
        {
          "tag": "1.0.0-rc1",
          "kind": "prerelease",
          "published_at": "2021-05-03T19:11:02Z"
        },
        {
          "tag": "1.0.0-beta2",
          "kind": "prerelease",
          "published_at": "2021-04-18T16:53:40Z"
        },
        {
          "tag": "1.0.0-beta1",
          "kind": "prerelease",
          "published_at": "2021-04-12T21:31:02Z"
        },
        {
          "tag": "0.4.1",
          "kind": "patch",
          "published_at": "2021-03-28T01:49:48Z"
        },
        {
          "tag": "0.4.0",
          "kind": "minor",
          "published_at": "2021-03-07T05:18:47Z"
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                "key": "pr_acceptance",
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                "key": "track_record",
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              {
                "key": "contributors",
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              },
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                "key": "dangerous_workflow",
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                "details": [],
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "max_points": 5
              },
              {
                "key": "license",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1",
                "points": 0.8,
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              },
              {
                "key": "packaging",
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                "details": [
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                ],
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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                "status": "missed",
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
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              },
              {
                "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",
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                  }
                ],
                "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,
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                "details": [],
                "max_points": 7.5
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          },
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              {
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        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
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        "weight": 0,
        "metrics": [
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              },
              {
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            "notes": [],
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              "toolchain_manifests": [],
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            "components": [
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              },
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                "key": "reproducible_environment",
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              },
              {
                "key": "demonstrated_agent_practice",
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                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
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                "detail": "no automated dependency updates observed",
                "points": 0,
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              },
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                "key": "openssf_scorecard_pinned_dependencies",
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                "detail": "dependency not pinned by hash detected -- score normalized to 0",
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          },
          {
            "key": "ai_code_legibility",
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            "name": "Code legibility for models",
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            "notes": [],
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            },
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              },
              {
                "key": "manageable_file_sizes",
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                "detail": "0/653 source files over 60KB",
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                "details": [
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                ],
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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",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T21:04:11.496596Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/r/RubixML/ML.svg",
  "full_name": "RubixML/ML",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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