Öffentliches Register
Software-GesundheitsberichtSchema 0.16.0 · Metriken 1.13.0 · 2026-07-20 22:08 UTC

scaleoutsystems / scaleout-client

Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning

PythonApache-2.0★ 169 Sterne⑂ 43 Forksseit Juli 2020Auf GitHub ansehen ↗

scaleoutsystems/scaleout-client erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Sustainability & Governance (73/100) ab, am schwächsten bei AI Readiness (33/100). Zuletzt vor 10 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

61
gesamt / 100
Mittel

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.

61
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

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

Eigentümerschaft

ScaleoutOrganisation
58 Follower47 öffentliche Reposseit Nov. 2018

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIscaleout1.0.5-8vor 10 Tagen
PyPIscaleoututil1.0.52837vor 10 Tagen

Metriken nach Kategorie

Vitalität

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

72Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 10 Tagen
6.9/36Commit-Rhythmus — 10/52 Wochen mit Commits
11.7/18Commit-Volumen — 19 Commits im letzten Jahr
6/10OpenSSF Scorecard: Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
Verwendete Eingangsdaten
commits_last_year19
human_commit_share
days_since_last_push10
active_weeks_last_year10

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 75 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 10 Tagen
27/27Release-Rhythmus — ein Release etwa alle 43,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count75
latest_release_tagv1.0.5
releases_from_tagsnein
days_since_latest_release10
mean_days_between_releases43,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

61Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
36.1/60Stars — 169 Stars
13.5/25Forks — 43 Forks
3.3/15Watcher — 5 Watcher
Verwendete Eingangsdaten
forks43
stars169
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein
Wie die Bewertung erfolgt
32.7/80Downloads pro Monat — 283 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesscaleout, scaleoututil
dependents
ecosystemspypi
total_downloads
monthly_downloads283
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

73Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
13/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 42 % der Commits
5.4/13.5Breite der Beitragenden — 4 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 4 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor2
contributors_sampled4
top_contributor_share0,421
Wie die Bewertung erfolgt
45.9/46.8Issue-Lösungsquote — 98 % der Issues geschlossen
30.7/38.3PR-Annahme — 735/917 entschiedene PRs gemergt
3/15OpenSSF Scorecard: Code-Review — Found 4/19 approved changesets -- score normalized to 2
Verwendete Eingangsdaten
merged_prs735
open_issues2
closed_issues107
issue_closed_ratio0,982
closed_unmerged_prs182
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
12.7/25Reichweite des Inhabers — 58 Follower von scaleoutsystems
24.2/25Kontohistorie — 47 öffentliche Repos, Kontoalter ca. 7 Jahre
Verwendete Eingangsdaten
followers58
owner_typeOrganization
is_verified
owner_loginscaleoutsystems
public_repos47
account_age_days2.804

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 10 Tagen
20/20Versionshistorie — 8 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesscaleout, scaleoututil
ecosystemspypi
any_deprecatednein
min_days_since_publish10

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

40Gefährdet · 20 % des Gesamtindex
Wie die Bewertung erfolgt
0/24CI-Workflows
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0
Verwendete Eingangsdaten
has_cinein
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.scaleoutsystems.com
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsfederated-machine-learning, fedml, federated-learning, edge-ml, fleet-learning, keras-tensorflow, pytorch, scikit-learn, tensorflow, edge-ai
has_wikinein
homepagehttps://www.scaleoutsystems.com
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

52Mittel · 16 % des Gesamtindex

Sicherheitslage

45Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 9 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
1.5/7.5Code-Review — Found 4/19 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 4 contributing companies or organizations
0/10Dangerous-Workflow — keine Daten
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
4.5/7.5Maintained — 8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
0/5Packaging — keine Daten
0/5Pinned-Dependencies — keine Daten
0.5/5SAST — SAST tool is not run on all commits -- score normalized to 1
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — keine Daten
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate4,5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
14.8/35Direkte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: click 8.3.1 (high 7.2)
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
40/40Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich
Verwendete Eingangsdaten
sourceosv
advisories1
affected_packages1
assessed_packages23
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages1
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:scaleout@1.0.5 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 23 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

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

33Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine Daten
0/8Automatisierte Wartung — keine Daten
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung, OpenSSF Scorecard: Pinned-Dependencies. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/99 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes47.137
source_files_sampled99
oversized_source_files0
Wie die Bewertung erfolgt
40/40API-Schema (OpenAPI/GraphQL/proto) — scaleout-util/scaleout.proto
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_filesscaleout-util/scaleout.proto

Eckdaten

169GitHub-Sterne
4Mitwirkende
19Commits, letzte 12 Monate
10Tage seit letztem Push
75Releases
2Bus-Faktor
2offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Could not fetch pypi package 'scaleout-client-workspace' from its registry

Weitere Details

OpenSSF Scorecard 4.5 / 10
4.5Gesamtwert

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 · 2026-07-20 22:07 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 9 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 4/19 approved changesets -- score normalized to 2
10Contributorsproject has 4 contributing companies or organizations
k. A.Dangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
6Maintained8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6
k. A.Packagingpackaging workflow not detected
k. A.Pinned-Dependenciesno dependencies found
1SASTSAST tool is not run on all commits -- score normalized to 1
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
k. A.Token-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 17
RegistryPaketVersionsvorgabeManifest
PyPIscaleoututilpyproject.toml
PyPIscaleoutpyproject.toml
PyPInumpy>=1.21.6scaleout-client-python/pyproject.toml
PyPIpsutilscaleout-client-python/pyproject.toml
PyPIscaleoututil==1.0.5scaleout-client-python/pyproject.toml
PyPIclick==8.3.1scaleout-client-python/pyproject.toml
PyPIurllib3>=2.6.0scaleout-client-python/pyproject.toml
PyPIgrpcio==1.78.0scaleout-util/pyproject.toml
PyPIgrpcio-tools==1.78.0scaleout-util/pyproject.toml
PyPIprotobuf==6.33.5scaleout-util/pyproject.toml
PyPInumpy>=2.2.6scaleout-util/pyproject.toml
PyPIrequests>=2.31scaleout-util/pyproject.toml
PyPIurllib3>=2.6.0scaleout-util/pyproject.toml
PyPIpyjwt>=2.12.0scaleout-util/pyproject.toml
PyPIvirtualenv==20.36.1scaleout-util/pyproject.toml
PyPIcryptography>=46.0.5scaleout-util/pyproject.toml
PyPIPyYAML~=6.0scaleout-util/pyproject.toml
Alle Abhängigkeiten 47

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 16 direkte und 31 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIclick8.3.1direkt
PyPIcryptographydirekt
PyPIgrpcio1.78.0direkt
PyPIgrpcio-tools1.78.0direkt
PyPInumpydirekt
PyPInumpy1.24.4direkt
PyPInumpy1.26.4direkt
PyPIprotobuf6.33.5direkt
PyPIpyjwtdirekt
PyPIpyyamldirekt
PyPIrequestsdirekt
PyPIscaleoutdirekt
PyPIscaleoututildirekt
PyPIscaleoututil1.0.5direkt
PyPIurllib3direkt
PyPIvirtualenv20.36.1direkt
PyPIchart-studioindirekt
PyPIdash1.12.0indirekt
PyPIdockerindirekt
PyPIdocker5.0.2indirekt
PyPIdocker6.1.1indirekt
PyPIfednindirekt
PyPIfire0.3.1indirekt
PyPIflask1.0indirekt
PyPImonaiindirekt
PyPImypyindirekt
PyPIpandasindirekt
PyPIplotlyindirekt
PyPIpyloudnorm0.1.1indirekt
PyPIpymongo3.7.1indirekt
PyPIpytestindirekt
PyPIpytest-covindirekt
PyPIpytest-orderindirekt
PyPIresponsesindirekt
PyPIscikit-learnindirekt
PyPIscipyindirekt
PyPIsphinx-code-tabsindirekt
PyPIsphinx-copybuttonindirekt
PyPIsphinx-rtd-themeindirekt
PyPItensorflowindirekt
PyPItensorflow-macosindirekt
PyPItensorflow-metalindirekt
PyPItorchindirekt
PyPItorch2.5.1indirekt
PyPItorchaudio2.5.1indirekt
PyPItorcheval0.0.7indirekt
PyPItorchvisionindirekt
Abhängigkeits-Advisories 1

Die Installation von pypi:scaleout@1.0.5 zieht 23 Pakete nach sich, direkt und transitiv: 1 tragen bekannte Advisories, davon 1 direkte Abhängigkeiten.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
click8.3.1direkthoch18.3.3

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

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "federated-machine-learning",
        "fedml",
        "federated-learning",
        "edge-ml",
        "fleet-learning",
        "keras-tensorflow",
        "pytorch",
        "scikit-learn",
        "tensorflow",
        "edge-ai"
      ],
      "is_fork": false,
      "size_kb": 373610,
      "has_wiki": false,
      "homepage": "https://www.scaleoutsystems.com",
      "languages": {
        "Python": 683684
      },
      "pushed_at": "2026-07-10T13:35:54Z",
      "created_at": "2020-07-14T14:13:55Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-20T11:26:56Z",
      "description": "Scaleout Edge: Sovereign Edge AI orchestration and Federated Learning ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "www.scaleoutsystems.com/framework",
      "name": "Scaleout",
      "type": "Organization",
      "login": "scaleoutsystems",
      "company": null,
      "location": "Uppsala, Sweden",
      "followers": 58,
      "avatar_url": "https://avatars.githubusercontent.com/u/45062839?v=4",
      "created_at": "2018-11-15T08:40:00Z",
      "is_verified": null,
      "public_repos": 47,
      "account_age_days": 2804
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases_count": 75,
      "commits_last_year": 19,
      "latest_release_at": "2026-07-10T13:35:54Z",
      "latest_release_tag": "v1.0.5",
      "releases_from_tags": false,
      "days_since_last_push": 10,
      "active_weeks_last_year": 10,
      "days_since_latest_release": 10,
      "mean_days_between_releases": 43.6
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 75,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "scaleout",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/scaleout/",
          "is_deprecated": false,
          "latest_version": "1.0.5",
          "repository_url": null,
          "versions_count": 8,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2026-02-09T13:31:41.132581Z",
          "latest_published_at": "2026-07-10T11:32:14.053725Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 10
        },
        {
          "name": "scaleoututil",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/scaleoututil/",
          "is_deprecated": false,
          "latest_version": "1.0.5",
          "repository_url": null,
          "versions_count": 7,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 283,
          "first_published_at": "2026-02-09T14:35:23.379731Z",
          "latest_published_at": "2026-07-10T11:32:10.442661Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 10
        }
      ]
    },
    "popularity": {
      "forks": 43,
      "stars": 169,
      "watchers": 5,
      "open_issues_and_prs": 2
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [
        "scaleout-util/scaleout.proto"
      ],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "largest_source_bytes": 47137,
      "source_files_sampled": 99,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml",
        "scaleout-client-python/pyproject.toml",
        "scaleout-util/pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [
          {
            "name": "click",
            "direct": true,
            "version": "8.3.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 81
          }
        ],
        "collected": true,
        "truncated": false,
        "by_severity": {
          "high": 1
        },
        "advisory_count": 1,
        "affected_count": 1,
        "assessed_count": 23,
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            "reason": "no update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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            "reason": "No tokens found",
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            "reason": "0 existing vulnerabilities detected",
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      "note": null,
      "notes": [],
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      "inputs": {
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          },
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            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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              "has_readme": true,
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                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  },
                  {
                    "code": "license_spdx",
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                "max_points": 80
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                "key": "registry_dependents",
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        ],
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        "key": "governance",
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        "name": "Sustainability & Governance",
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        "weight": 0.24,
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                "key": "commit_distribution",
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
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                "status": "partial",
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                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 4 contributing companies or organizations",
                "points": 10,
                "status": "met",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
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            "note": null,
            "notes": [],
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              "merged_prs": 735,
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              "closed_issues": 107,
              "issue_closed_ratio": 0.982,
              "closed_unmerged_prs": 182
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            "components": [
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                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "98% of issues closed",
                "points": 45.9,
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                    "code": "issues_closed_share",
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                      "share": 98
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "735/917 decided PRs merged",
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                "status": "partial",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "followers": 58,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "scaleoutsystems",
              "public_repos": 47,
              "account_age_days": 2804
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            "components": [
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                "key": "ownership_backing",
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                "detail": "organization-owned",
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                "details": [
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                    "code": "owner_organization",
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                "max_points": 30
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              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "58 followers of scaleoutsystems",
                "points": 12.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
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                      "count": 58,
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                "max_points": 25
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              {
                "key": "track_record",
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                "detail": "47 public repos, account ~7 yr old",
                "points": 24.2,
                "status": "partial",
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                  {
                    "code": "public_repos",
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                      "count": 47
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
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                "scaleout",
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              "ecosystems": "pypi",
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              "min_days_since_publish": 10
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            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on pypi",
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                "details": [
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                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 10 days ago",
                "points": 35,
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                "details": [
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                    "code": "publish_recency",
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                "max_points": 35
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              {
                "key": "version_history",
                "name": "Version history",
                "detail": "8 published versions",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "published_versions",
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                      "count": 8
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
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                "details": [
                  {
                    "code": "package_not_deprecated",
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                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 40,
        "weight": 0.2,
        "metrics": [
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            "components": [
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                "key": "ci_workflows",
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              {
                "key": "linter_config",
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                "key": "editorconfig",
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                "key": "openssf_scorecard_ci_tests",
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          },
          {
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            "components": [
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                "key": "documentation_directory",
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                "key": "documentation_homepage_site",
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              {
                "key": "repository_description",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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        "metrics": [
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            "key": "security_posture",
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              },
              {
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            ],
            "value": 45,
            "inputs": {
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              "scorecard_aggregate": 4.5
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "points": 7.5,
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
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                "key": "ci_tests",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
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                "points": 0,
                "status": "missed",
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              },
              {
                "key": "code_review",
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              },
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                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 4 contributing companies or organizations",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "no_data",
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                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "8 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 6",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 1",
                "points": 0.5,
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the pypi:scaleout@1.0.5 runtime dependency closure — what installing the published package pulls in — 23 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:scaleout@1.0.5",
                  "assessed": 23
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 80,
            "inputs": {
              "source": "osv",
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              "assessed_packages": 23,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: click 8.3.1 (high 7.2)",
                "points": 14.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "click 8.3.1 (high 7.2)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
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                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
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                "details": [
                  {
                    "code": "advisories_none_stale",
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                "max_points": 40
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          {
            "key": "malicious_dependencies",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
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              "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": 23,
              "malicious_packages": 0,
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              "installable_malicious_packages": 0
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            "components": [
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                  {
                    "code": "no_malicious_dependencies",
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                "max_points": 100
              }
            ]
          },
          {
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            "name": "High-Risk Jurisdiction Exposure",
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            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
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              "red_flag": false,
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              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
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                "key": "policy_exposure_multiplier",
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                "points": 100,
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                "details": [
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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",
        "value": 33,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
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                "params": {
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              },
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                "code": "weights_renormalized",
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                "key": "agent_instructions",
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                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
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                "details": [
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                    "code": "no_agent_instructions",
                    "params": {}
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                "key": "machine_readable_docs_llms_txt",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
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                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
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                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
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            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                    "automated_maintenance",
                    "openssf_scorecard_pinned_dependencies"
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                }
              },
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                "params": {}
              }
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            "inputs": {
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              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
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                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
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              {
                "key": "reproducible_environment",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
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              "largest_source_bytes": 47137,
              "source_files_sampled": 99,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/99 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 99,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
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              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "scaleout-util/scaleout.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "scaleout-util/scaleout.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch pypi package 'scaleout-client-workspace' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-20T22:08:11.092462Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/scaleoutsystems/scaleout-client.svg",
  "full_name": "scaleoutsystems/scaleout-client",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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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 v0.16.0 — vollständige Methodik · Metriken-Wiki.

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