Öffentliches Register
Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-17 00:49 UTC

getmoto / moto

A library that allows you to easily mock out tests based on AWS infrastructure.

PythonApache-2.0★ 8.586 Sterne⑂ 2.226 Forksseit Feb. 2013Auf GitHub ansehen ↗

getmoto/moto erreicht einen Gesundheitsindex von 82 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (96/100) ab, am schwächsten bei AI Readiness (49/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.

82
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.

82
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

MotoOrganisation
52 Follower4 öffentliche Reposseit Jan. 2023

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPImoto5.2.2-1.021vor 40 Tagenawsec2s3boto3mock

Metriken nach Kategorie

Vitalität

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

96Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 1.002 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year1.002
human_commit_share
days_since_last_push0
active_weeks_last_year52
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 70 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 40 Tagen
27/27Release-Rhythmus — ein Release etwa alle 24 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count70
latest_release_tag5.2.2
releases_from_tagsnein
days_since_latest_release40
mean_days_between_releases24

Community & Verbreitung

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

94Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
60/60Stars — 8.586 Stars
25/25Forks — 2.226 Forks
10/15Watcher — 65 Watcher
Verwendete Eingangsdaten
forks2.226
stars8.586
watchers65
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
7.2/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templateja
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

79Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
36/54Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab
16.5/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 27 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 30 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor3
contributors_sampled100
top_contributor_share0,266
Wie die Bewertung erfolgt
46.3/46.8Issue-Lösungsquote — 99 % der Issues geschlossen
35.2/38.3PR-Annahme — 6.249/6.790 entschiedene PRs gemergt
6/15OpenSSF Scorecard: Code-Review — Found 8/18 approved changesets -- score normalized to 4
Verwendete Eingangsdaten
merged_prs6.249
open_issues29
closed_issues3.237
issue_closed_ratio0,991
closed_unmerged_prs541
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
12.4/25Reichweite des Inhabers — 52 Follower von getmoto
12.2/25Kontohistorie — 4 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers52
owner_typeOrganization
is_verified
owner_logingetmoto
public_repos4
account_age_days1.290

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 40 Tagen
20/20Versionshistorie — 1.021 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesmoto
ecosystemspypi
any_deprecatednein
min_days_since_publish40

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 32 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — http://docs.getmoto.org/en/latest/
10/10Repository-Beschreibung
10/10Topics — 4 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsboto, aws, ec2, s3
has_wikija
homepagehttp://docs.getmoto.org/en/latest/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

54Mittel · 16 % des Gesamtindex
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
2.5/2.5CI-Tests — 28 out of 28 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5Code-Review — Found 8/18 approved changesets -- score normalized to 4
2.5/2.5Contributors — project has 30 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool detected but not run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,4

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.

49Gefährdet · 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
18/18Bootstrap mit einem Befehl — Makefile, docs/Makefile, other_langs/tests_cpp/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — moto/py.typed
10/10Reproduzierbare Umgebung — devcontainer, Dockerfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile, docs/Makefile, other_langs/tests_cpp/Makefile
has_devcontainerja
has_linter_confignein
typecheck_configsmoto/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (moto/py.typed)
53.8/55Handhabbare Dateigrößen — 58/2.563 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes4.117.992
source_files_sampled2.563
oversized_source_files58

Eckdaten

8.586GitHub-Sterne
100Mitwirkende
1.002Commits, letzte 12 Monate
0Tage seit letztem Push
70Releases
3Bus-Faktor
29offene Issues
PyPIPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 5.4 / 10
5.4Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-17 00:48 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests28 out of 28 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
4Code-ReviewFound 8/18 approved changesets -- score normalized to 4
10Contributorsproject has 30 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool detected but not run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direkte Abhängigkeiten 7
RegistryPaketVersionsvorgabeManifest
PyPIboto3>=1.9.201setup.cfg
PyPIbotocore>=1.20.88,!=1.35.45,!=1.35.46setup.cfg
PyPIcryptography>=35.0.0setup.cfg
PyPIrequests>=2.5setup.cfg
PyPIxmltodictsetup.cfg
PyPIwerkzeug>=0.5,!=2.2.0,!=2.2.1setup.cfg
PyPIresponses>=0.15.0,!= 0.25.5setup.cfg
Alle Abhängigkeiten 82

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 81 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIrequestsdirekt
Gogithub.com/aws/aws-sdk-go-v2v1.42.1indirekt
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.27indirekt
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.26indirekt
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.30indirekt
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.30indirekt
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.30indirekt
Gogithub.com/aws/aws-sdk-go-v2/internal/v4av1.4.31indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbv1.59.2indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/dynamodbstreamsv1.34.2indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/eksv1.88.1indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.13indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/internal/endpoint-discoveryv1.12.7indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.30indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.2.2indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.31.5indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.36.8indirekt
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.43.5indirekt
Gogithub.com/aws/smithy-gov1.27.3indirekt
Mavenorg.apache.maven.plugins:maven-compiler-pluginindirekt
Mavenorg.junit.jupiter:junit-jupiter6.1.1indirekt
Mavensoftware.amazon.awssdk.crt:aws-crt0.47.2indirekt
Mavensoftware.amazon.awssdk:apache-clientindirekt
Mavensoftware.amazon.awssdk:bom2.46.20indirekt
Mavensoftware.amazon.awssdk:cognitoidentityindirekt
Mavensoftware.amazon.awssdk:cognitoidentityproviderindirekt
Mavensoftware.amazon.awssdk:dynamodbindirekt
Mavensoftware.amazon.awssdk:kinesisindirekt
Mavensoftware.amazon.awssdk:s3indirekt
Mavensoftware.amazon.awssdk:s3-transfer-managerindirekt
Mavensoftware.amazon.awssdk:sesindirekt
Mavensoftware.amazon.awssdk:url-connection-clientindirekt
npm@aws-sdk/client-ec2^3.749.0indirekt
npm@aws-sdk/client-lambda^3.749.0indirekt
npm@aws-sdk/client-rds^3.749.0indirekt
npm@aws-sdk/client-s3^3.749.0indirekt
npm@aws-sdk/client-sqs^3.749.0indirekt
NuGetAWSSDK.EBS3.7.100.153indirekt
NuGetAWSSDK.S3indirekt
NuGetAWSSDK.SQSindirekt
NuGetFluentAssertions6.8.0indirekt
NuGetMicrosoft.Extensions.Configuration.UserSecrets7.0.0indirekt
NuGetMicrosoft.NET.Test.Sdk17.1.0indirekt
NuGetxunit2.4.1indirekt
NuGetxunit.runner.visualstudio2.4.3indirekt
PyPIaws-cdk-lib2.89.0indirekt
PyPIbotocore-stubsindirekt
PyPIbuildindirekt
PyPIclickindirekt
PyPIconstructsindirekt
PyPIcookiesindirekt
PyPIcoverageindirekt
PyPIdockerindirekt
PyPIflake8indirekt
PyPIfreezegunindirekt
PyPIinflectionindirekt
PyPIjinja2indirekt
PyPIjoserfcindirekt
PyPIlxmlindirekt
PyPImypyindirekt
PyPIopenapi-spec-validatorindirekt
PyPIpackagingindirekt
PyPIprompt-toolkitindirekt
PyPIpycognitoindirekt
PyPIpyotpindirekt
PyPIpytestindirekt
PyPIpytest-covindirekt
PyPIpytest-orderindirekt
PyPIpytest-xdistindirekt
PyPIpyyamlindirekt
PyPIreadthedocs-sphinx-searchindirekt
PyPIruff0.14.10indirekt
PyPIsetuptoolsindirekt
PyPIsixindirekt
PyPIsphinxindirekt
PyPIsphinx-rtd-themeindirekt
PyPItypes-python-dateutilindirekt
PyPItypes-pyyamlindirekt
PyPItypes-requestsindirekt
PyPItyping-extensionsindirekt
RubyGemsaws-sdk-sqs1.70.0indirekt
RubyGemsminitestindirekt
JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "boto",
        "aws",
        "ec2",
        "s3"
      ],
      "is_fork": false,
      "size_kb": 96304,
      "has_wiki": true,
      "homepage": "http://docs.getmoto.org/en/latest/",
      "languages": {
        "C#": 4062,
        "Go": 3303,
        "C++": 5736,
        "HCL": 37829,
        "HTML": 10059,
        "Java": 21403,
        "Ruby": 1319,
        "ANTLR": 25899,
        "CMake": 1709,
        "Jinja": 2284,
        "Scala": 782,
        "Shell": 15146,
        "Python": 26071278,
        "Makefile": 2751,
        "Dockerfile": 314,
        "JavaScript": 14097,
        "Go Template": 226
      },
      "pushed_at": "2026-07-16T19:36:00Z",
      "created_at": "2013-02-18T21:10:59Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-16T19:36:22Z",
      "description": "A library that allows you to easily mock out tests based on AWS infrastructure.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "http://docs.getmoto.org/en/latest/",
      "name": "Moto",
      "type": "Organization",
      "login": "getmoto",
      "company": null,
      "followers": 52,
      "avatar_url": "https://avatars.githubusercontent.com/u/121907985?v=4",
      "created_at": "2023-01-03T23:13:31Z",
      "is_verified": null,
      "public_repos": 4,
      "account_age_days": 1290
    },
    "activity": {
      "releases_count": 70,
      "commits_last_year": 1002,
      "latest_release_at": "2026-06-06T18:58:05Z",
      "latest_release_tag": "5.2.2",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 52,
      "days_since_latest_release": 40,
      "mean_days_between_releases": 24
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 62,
      "has_issue_template": true,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "moto",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "aws",
            "ec2",
            "s3",
            "boto3",
            "mock",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14",
            "Topic :: Software Development :: Testing"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/moto/",
          "is_deprecated": false,
          "latest_version": "5.2.2",
          "repository_url": "https://github.com/getmoto/moto",
          "versions_count": 1021,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2017-05-13T00:00:13.929411Z",
          "latest_published_at": "2026-06-06T18:57:54.931993Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 40
        }
      ]
    },
    "popularity": {
      "forks": 2226,
      "stars": 8586,
      "watchers": 65,
      "open_issues_and_prs": 45
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "docs/Makefile",
        "other_langs/tests_cpp/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": true,
      "typecheck_configs": [
        "moto/py.typed"
      ],
      "largest_source_bytes": 4117992,
      "source_files_sampled": 2563,
      "oversized_source_files": 58,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.txt",
        "pyproject.toml",
        "requirements-dev.txt",
        "requirements-tests.txt",
        "requirements.txt",
        "setup.cfg",
        "setup.py"
      ],
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "boto3",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": ">=1.9.201"
        },
        {
          "name": "botocore",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": ">=1.20.88,!=1.35.45,!=1.35.46"
        },
        {
          "name": "cryptography",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": ">=35.0.0"
        },
        {
          "name": "requests",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": ">=2.5"
        },
        {
          "name": "xmltodict",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": null
        },
        {
          "name": "werkzeug",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": ">=0.5,!=2.2.0,!=2.2.1"
        },
        {
          "name": "responses",
          "manifest": "setup.cfg",
          "ecosystem": "pypi",
          "version_constraint": ">=0.15.0,!= 0.25.5"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "requests",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2",
            "direct": false,
            "version": "v1.42.1",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/config",
            "direct": false,
            "version": "v1.32.27",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/credentials",
            "direct": false,
            "version": "v1.19.26",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/feature/ec2/imds",
            "direct": false,
            "version": "v1.18.30",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/internal/configsources",
            "direct": false,
            "version": "v1.4.30",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/internal/endpoints/v2",
            "direct": false,
            "version": "v2.7.30",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/internal/v4a",
            "direct": false,
            "version": "v1.4.31",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/dynamodb",
            "direct": false,
            "version": "v1.59.2",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/dynamodbstreams",
            "direct": false,
            "version": "v1.34.2",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/eks",
            "direct": false,
            "version": "v1.88.1",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding",
            "direct": false,
            "version": "v1.13.13",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/internal/endpoint-discovery",
            "direct": false,
            "version": "v1.12.7",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/internal/presigned-url",
            "direct": false,
            "version": "v1.13.30",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/signin",
            "direct": false,
            "version": "v1.2.2",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/sso",
            "direct": false,
            "version": "v1.31.5",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/ssooidc",
            "direct": false,
            "version": "v1.36.8",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/aws-sdk-go-v2/service/sts",
            "direct": false,
            "version": "v1.43.5",
            "ecosystem": "go"
          },
          {
            "name": "github.com/aws/smithy-go",
            "direct": false,
            "version": "v1.27.3",
            "ecosystem": "go"
          },
          {
            "name": "org.apache.maven.plugins:maven-compiler-plugin",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "org.junit.jupiter:junit-jupiter",
            "direct": false,
            "version": "6.1.1",
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk.crt:aws-crt",
            "direct": false,
            "version": "0.47.2",
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:apache-client",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:bom",
            "direct": false,
            "version": "2.46.20",
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:cognitoidentity",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:cognitoidentityprovider",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:dynamodb",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:kinesis",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:s3",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:s3-transfer-manager",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:ses",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "software.amazon.awssdk:url-connection-client",
            "direct": false,
            "version": null,
            "ecosystem": "maven"
          },
          {
            "name": "@aws-sdk/client-ec2",
            "direct": false,
            "version": "^3.749.0",
            "ecosystem": "npm"
          },
          {
            "name": "@aws-sdk/client-lambda",
            "direct": false,
            "version": "^3.749.0",
            "ecosystem": "npm"
          },
          {
            "name": "@aws-sdk/client-rds",
            "direct": false,
            "version": "^3.749.0",
            "ecosystem": "npm"
          },
          {
            "name": "@aws-sdk/client-s3",
            "direct": false,
            "version": "^3.749.0",
            "ecosystem": "npm"
          },
          {
            "name": "@aws-sdk/client-sqs",
            "direct": false,
            "version": "^3.749.0",
            "ecosystem": "npm"
          },
          {
            "name": "AWSSDK.EBS",
            "direct": false,
            "version": "3.7.100.153",
            "ecosystem": "nuget"
          },
          {
            "name": "AWSSDK.S3",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "AWSSDK.SQS",
            "direct": false,
            "version": null,
            "ecosystem": "nuget"
          },
          {
            "name": "FluentAssertions",
            "direct": false,
            "version": "6.8.0",
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.Extensions.Configuration.UserSecrets",
            "direct": false,
            "version": "7.0.0",
            "ecosystem": "nuget"
          },
          {
            "name": "Microsoft.NET.Test.Sdk",
            "direct": false,
            "version": "17.1.0",
            "ecosystem": "nuget"
          },
          {
            "name": "xunit",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "nuget"
          },
          {
            "name": "xunit.runner.visualstudio",
            "direct": false,
            "version": "2.4.3",
            "ecosystem": "nuget"
          },
          {
            "name": "aws-cdk-lib",
            "direct": false,
            "version": "2.89.0",
            "ecosystem": "pypi"
          },
          {
            "name": "botocore-stubs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "build",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "constructs",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "cookies",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "docker",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "flake8",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "freezegun",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "inflection",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "joserfc",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "lxml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openapi-spec-validator",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pycognito",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyotp",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-order",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-xdist",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "readthedocs-sphinx-search",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.14.10",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-rtd-theme",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-python-dateutil",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-pyyaml",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "aws-sdk-sqs",
            "direct": false,
            "version": "1.70.0",
            "ecosystem": "rubygems"
          },
          {
            "name": "minitest",
            "direct": false,
            "version": null,
            "ecosystem": "rubygems"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 82,
        "direct_count": 1,
        "indirect_count": 81
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 16,
        "merged_prs": 6249,
        "open_issues": 29,
        "closed_ratio": 0.991,
        "closed_issues": 3237,
        "closed_unmerged_prs": 541
      },
      "bus_factor": 3,
      "top_contributors": [
        {
          "type": "User",
          "login": "bblommers",
          "commits": 2084,
          "avatar_url": "https://avatars.githubusercontent.com/u/6058517?u=0bec400847d31a465b48917fdcc6db2be8f6b0bc&v=4"
        },
        {
          "type": "User",
          "login": "spulec",
          "commits": 1584,
          "avatar_url": "https://avatars.githubusercontent.com/u/292606?u=8cef482b053b1ff0213e8d9272ff8aa8a29e9515&v=4"
        },
        {
          "type": "User",
          "login": "bpandola",
          "commits": 587,
          "avatar_url": "https://avatars.githubusercontent.com/u/11675295?v=4"
        },
        {
          "type": "Bot",
          "login": "github-actions[bot]",
          "commits": 582,
          "avatar_url": "https://avatars.githubusercontent.com/in/15368?v=4"
        },
        {
          "type": "User",
          "login": "JackDanger",
          "commits": 395,
          "avatar_url": "https://avatars.githubusercontent.com/u/2071?u=57b88e63722d0e5584f93d3a8947352ec43507a8&v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 216,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "mikegrima",
          "commits": 171,
          "avatar_url": "https://avatars.githubusercontent.com/u/11035926?u=fd17af98ec3f8d79d5e5bd569f8c260574ad518d&v=4"
        },
        {
          "type": "User",
          "login": "gruebel",
          "commits": 112,
          "avatar_url": "https://avatars.githubusercontent.com/u/33207684?u=3646a6ddcec2c779a2496e10e8a53c6098e4acca&v=4"
        },
        {
          "type": "User",
          "login": "acsbendi",
          "commits": 111,
          "avatar_url": "https://avatars.githubusercontent.com/u/30595431?v=4"
        },
        {
          "type": "User",
          "login": "terricain",
          "commits": 91,
          "avatar_url": "https://avatars.githubusercontent.com/u/1986397?u=6f0bdfbacc58c38de5ca9b85fbb5a4c9807d5c24&v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.266
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "build.yml",
        "codeql-analysis.yml",
        "data-update_config-managed-rules.yml",
        "data-update_ec2-instance-offerings.yml",
        "data-update_ec2-instance-types.yml",
        "data-update_emr_instance_types.yml",
        "data-update_iam-managed-policies.yml",
        "data-update_ssm-default-amis.yml",
        "data-update_ssm-default-parameters.yml",
        "data-update_ssm-optimized-amis.yml",
        "dependency_test.yml",
        "dockertests.yml",
        "release.yml",
        "release_dev.yml",
        "test_cloudwatch.yml",
        "test_outdated_versions.yml",
        "test_sqs.yml",
        "tests_cdk.yml",
        "tests_cli.yml",
        "tests_decoratormode.yml",
        "tests_proxymode.yml",
        "tests_real_aws.yml",
        "tests_sdk_cpp.yml",
        "tests_sdk_dotnet.yml",
        "tests_sdk_go.yml",
        "tests_sdk_java.yml",
        "tests_sdk_js.yml",
        "tests_sdk_ruby.yml",
        "tests_sdk_sagemaker.yml",
        "tests_servermode.yml",
        "tests_terraform_examples.yml",
        "tests_without_docker.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 4,
            "reason": "Found 8/18 approved changesets -- score normalized to 4",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 30 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 7,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 7,
            "reason": "3 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "d270a87407e99bb36cd2d4e7e66590ea9e0d7f8b",
        "ran_at": "2026-07-17T00:48:55Z",
        "aggregate_score": 5.4,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": true,
      "has_security_policy": false,
      "has_dependabot_config": true
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/getmoto/moto",
    "host": "github.com",
    "name": "moto",
    "owner": "getmoto"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 82,
      "inputs": {
        "security": 54,
        "vitality": 96,
        "community": 94,
        "governance": 79,
        "engineering": 81
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 96,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "commits_last_year": 1002,
              "human_commit_share": null,
              "days_since_last_push": 0,
              "active_weeks_last_year": 52
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "52/52 weeks with commits",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 52
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "1002 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 1002
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 70,
              "latest_release_tag": "5.2.2",
              "releases_from_tags": false,
              "days_since_latest_release": 40,
              "mean_days_between_releases": 24
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "70 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 70
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 40 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 40
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~24 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 24
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "no_commit_sample",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "excellent",
        "name": "Community & Adoption",
        "value": 94,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "excellent",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 95,
            "inputs": {
              "forks": 2226,
              "stars": 8586,
              "watchers": 65,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "8,586 stars",
                "points": 60,
                "status": "met",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 8586
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "2,226 forks",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 2226
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "65 watchers",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 65
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 93,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": true,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 7.2,
                "status": "met",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 79,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 100,
              "top_contributor_share": 0.266
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 27% of commits",
                "points": 16.5,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 27
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 30 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 88,
            "inputs": {
              "merged_prs": 6249,
              "open_issues": 29,
              "closed_issues": 3237,
              "issue_closed_ratio": 0.991,
              "closed_unmerged_prs": 541
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "99% of issues closed",
                "points": 46.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 99
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "6249/6790 decided PRs merged",
                "points": 35.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 6249,
                      "decided": 6790
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 8/18 approved changesets -- score normalized to 4",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "followers": 52,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "getmoto",
              "public_repos": 4,
              "account_age_days": 1290
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "52 followers of getmoto",
                "points": 12.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 52,
                      "login": "getmoto"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "4 public repos, account ~3 yr old",
                "points": 12.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 4
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 3
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "moto"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 40
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 40 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 40
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "1021 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 1021
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "32 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 32
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "28 out of 28 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "boto",
                "aws",
                "ec2",
                "s3"
              ],
              "has_wiki": true,
              "homepage": "http://docs.getmoto.org/en/latest/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "http://docs.getmoto.org/en/latest/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "28 out of 28 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 8/18 approved changesets -- score normalized to 4",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 30 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": "30 commit(s) and 7 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 detected but not run on all commits",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "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": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 4
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 49,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile",
                "other_langs/tests_cpp/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [
                "moto/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile, other_langs/tests_cpp/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/Makefile, other_langs/tests_cpp/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "moto/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "moto/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile"
                    }
                  }
                ],
                "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": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "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": 81,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 4117992,
              "source_files_sampled": 2563,
              "oversized_source_files": 58
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (moto/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "moto/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "58/2563 source files over 60KB",
                "points": 53.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 2563,
                      "oversized": 58
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-17T00:49:25.176219Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/getmoto/moto.svg",
  "full_name": "getmoto/moto",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.11.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.