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Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-16 23:43 UTC

pypa / twine

Utilities for interacting with PyPI

PythonApache-2.0★ 1.781 Sterne⑂ 333 Forksseit Aug. 2013Auf GitHub ansehen ↗

pypa/twine erreicht einen Gesundheitsindex von 76 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (84/100) ab, am schwächsten bei AI Readiness (44/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.

76
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.

76
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

2.365 Follower59 öffentliche Reposseit März 2011

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPItwine6.2.0-59vor 315 Tagen

Metriken nach Kategorie

Vitalität

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

68Mittel · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
13.8/36Commit-Rhythmus — 20/52 Wochen mit Commits
14.8/18Commit-Volumen — 44 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year44
human_commit_share
days_since_last_push0
active_weeks_last_year20
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 16 Releases veröffentlicht
16.2/36Release-Aktualität — letztes Release vor 315 Tagen
12.6/27Release-Rhythmus — ein Release etwa alle 139 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count16
latest_release_tag6.2.0
releases_from_tagsnein
days_since_latest_release315
mean_days_between_releases139

Community & Verbreitung

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

83Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
52.7/60Stars — 1.781 Stars
21/25Forks — 333 Forks
8.7/15Watcher — 37 Watcher
Verwendete Eingangsdaten
forks333
stars1.781
watchers37
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

Nachhaltigkeit & Governance

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

82Gut · 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 26 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor3
contributors_sampled100
top_contributor_share0,265
Wie die Bewertung erfolgt
43/46.8Issue-Lösungsquote — 92 % der Issues geschlossen
31.8/38.3PR-Annahme — 622/749 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs622
open_issues45
closed_issues508
issue_closed_ratio0,919
closed_unmerged_prs127
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
24.3/25Reichweite des Inhabers — 2.365 Follower von pypa
24.9/25Kontohistorie — 59 öffentliche Repos, Kontoalter ca. 15 Jahre
Verwendete Eingangsdaten
followers2.365
owner_typeOrganization
is_verified
owner_loginpypa
public_repos59
account_age_days5.615

Paketpflege

91Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
26/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 315 Tagen
20/20Versionshistorie — 59 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagestwine
ecosystemspypi
any_deprecatednein
min_days_since_publish315

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

84Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .flake8, tox.ini
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://twine.readthedocs.io/
10/10Repository-Beschreibung
10/10Topics — 7 Topics
0/10Wiki
Verwendete Eingangsdaten
topicspython, python3, wheel, python-wheel, pypi, pypi-package, pypi-upload
has_wikinein
homepagehttps://twine.readthedocs.io/
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

60Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
0/30Sicherheitsrichtlinie (SECURITY.md)
25/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten — veröffentlichte Bibliothek — Lockfiles sind Sache der Anwendung, hier nicht erwartet
20/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfiles
manifestsdocs/requirements.txt, pyproject.toml
has_codeql_workflowja
has_security_policynein
has_dependabot_configja
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lockfiles für Abhängigkeiten. Die verbleibenden Gewichte wurden renormalisiert.

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.

44Gefährdet · 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
11/11Lint-/Format-Konfiguration — .flake8, tox.ini
11/11Statische Typprüfung — mypy.ini, twine/py.typed
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_configja
typecheck_configsmypy.ini, twine/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 (mypy.ini, twine/py.typed)
55/55Handhabbare Dateigrößen — 0/35 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes18.461
source_files_sampled35
oversized_source_files0

Eckdaten

1.781GitHub-Sterne
100Mitwirkende
44Commits, letzte 12 Monate
0Tage seit letztem Push
16Releases
3Bus-Faktor
45offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • OpenSSF Scorecard did not return a usable result (Skipping github.com/pypa/twine: run: repo unreachable: GET https://api.github.com/repos/pypa/twine: 503 []); skipping Scorecard checks

Weitere Details

Direkte Abhängigkeiten 9
RegistryPaketVersionsvorgabeManifest
PyPIreadme-renderer>= 35.0pyproject.toml
PyPIrequests>= 2.20pyproject.toml
PyPIrequests-toolbelt>= 0.8.0, != 0.9.0pyproject.toml
PyPIurllib3>= 1.26.0pyproject.toml
PyPIkeyring>= 21.2.0pyproject.toml
PyPIrfc3986>= 1.4.0pyproject.toml
PyPIrich>= 14.3.3pyproject.toml
PyPIpackaging>= 26.1pyproject.toml
PyPIidpyproject.toml
Alle Abhängigkeiten 15

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 9 direkte und 6 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIiddirekt
PyPIkeyringdirekt
PyPIpackagingdirekt
PyPIreadme-rendererdirekt
PyPIrequestsdirekt
PyPIrequests-toolbeltdirekt
PyPIrfc3986direkt
PyPIrichdirekt
PyPIurllib3direkt
PyPIdoc8indirekt
PyPIfuroindirekt
PyPIsetuptoolsindirekt
PyPIsetuptools-scmindirekt
PyPIsphinxindirekt
PyPIsphinxcontrib-programoutputindirekt
JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "python3",
        "wheel",
        "python-wheel",
        "pypi",
        "pypi-package",
        "pypi-upload"
      ],
      "is_fork": false,
      "size_kb": 1881,
      "has_wiki": false,
      "homepage": "https://twine.readthedocs.io/",
      "languages": {
        "Python": 219356
      },
      "pushed_at": "2026-07-16T22:19:24Z",
      "created_at": "2013-08-13T15:39:39Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-16T22:19:29Z",
      "description": "Utilities for interacting with PyPI",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "https://www.pypa.io",
      "name": "Python Packaging Authority",
      "type": "Organization",
      "login": "pypa",
      "company": null,
      "location": "United States of America",
      "followers": 2365,
      "avatar_url": "https://avatars.githubusercontent.com/u/647025?v=4",
      "created_at": "2011-03-02T14:17:18Z",
      "is_verified": null,
      "public_repos": 59,
      "account_age_days": 5615
    },
    "activity": {
      "releases_count": 16,
      "commits_last_year": 44,
      "latest_release_at": "2025-09-04T15:42:37Z",
      "latest_release_tag": "6.2.0",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 20,
      "days_since_latest_release": 315,
      "mean_days_between_releases": 139
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 62,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "twine",
          "exists": true,
          "license": "Apache-2.0",
          "keywords": [
            "Intended Audience :: Developers",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX",
            "Operating System :: POSIX :: BSD",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3 :: Only",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.9",
            "Programming Language :: Python :: Implementation :: CPython"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/twine/",
          "is_deprecated": false,
          "latest_version": "6.2.0",
          "repository_url": "https://github.com/pypa/twine/",
          "versions_count": 59,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2013-09-26T12:48:13.055985Z",
          "latest_published_at": "2025-09-04T15:43:17.255745Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 315
        }
      ]
    },
    "popularity": {
      "forks": 333,
      "stars": 1781,
      "watchers": 37,
      "open_issues_and_prs": 62
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [
        "mypy.ini",
        "twine/py.typed"
      ],
      "largest_source_bytes": 18461,
      "source_files_sampled": 35,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "docs/requirements.txt",
        "pyproject.toml"
      ],
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "readme-renderer",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 35.0"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 2.20"
        },
        {
          "name": "requests-toolbelt",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 0.8.0, != 0.9.0"
        },
        {
          "name": "urllib3",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 1.26.0"
        },
        {
          "name": "keyring",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 21.2.0"
        },
        {
          "name": "rfc3986",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 1.4.0"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 14.3.3"
        },
        {
          "name": "packaging",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">= 26.1"
        },
        {
          "name": "id",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": null
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "id",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "readme-renderer",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "doc8",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "furo",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools-scm",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-programoutput",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 15,
        "direct_count": 9,
        "indirect_count": 6
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 17,
        "merged_prs": 622,
        "open_issues": 45,
        "closed_ratio": 0.919,
        "closed_issues": 508,
        "closed_unmerged_prs": 127
      },
      "bus_factor": 3,
      "top_contributors": [
        {
          "type": "User",
          "login": "sigmavirus24",
          "commits": 356,
          "avatar_url": "https://avatars.githubusercontent.com/u/240830?u=cfe7ddccc58238bedb4176ff2a8dbc200c6a314d&v=4"
        },
        {
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          "login": "bhrutledge",
          "commits": 216,
          "avatar_url": "https://avatars.githubusercontent.com/u/1326704?u=38c511ae27873106402f764b1766ae2f9325068f&v=4"
        },
        {
          "type": "User",
          "login": "jaraco",
          "commits": 140,
          "avatar_url": "https://avatars.githubusercontent.com/u/308610?u=5b3fdef94d1b0ac7392d17643eaba029f5f13bea&v=4"
        },
        {
          "type": "User",
          "login": "dstufft",
          "commits": 93,
          "avatar_url": "https://avatars.githubusercontent.com/u/145979?u=928abdc60017c784fe3e00c9aeeb473a4b828be6&v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 86,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
        },
        {
          "type": "User",
          "login": "woodruffw",
          "commits": 65,
          "avatar_url": "https://avatars.githubusercontent.com/u/3059210?u=0130215a165dbf5cbb0fc1f794a2d1ace0a91e23&v=4"
        },
        {
          "type": "User",
          "login": "brainwane",
          "commits": 63,
          "avatar_url": "https://avatars.githubusercontent.com/u/842790?u=89abde87e0f32159f5038de0e25774c41c61a82e&v=4"
        },
        {
          "type": "User",
          "login": "deveshks",
          "commits": 29,
          "avatar_url": "https://avatars.githubusercontent.com/u/13155849?u=1523bc8dc2ece89307a54e0411f9f9dcb40144c8&v=4"
        },
        {
          "type": "User",
          "login": "di",
          "commits": 24,
          "avatar_url": "https://avatars.githubusercontent.com/u/294415?u=9217b97f5006195f05303602e85057fc9566047d&v=4"
        },
        {
          "type": "User",
          "login": "adityasaky",
          "commits": 14,
          "avatar_url": "https://avatars.githubusercontent.com/u/8928778?u=0426dce489ee2a09791a9d36238ff30f69f2c809&v=4"
        }
      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.265
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "codeql-analysis.yml",
        "main.yml",
        "release.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        ".flake8",
        "tox.ini"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
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              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 10
            },
            "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": 44,
        "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": "moderate",
            "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": 61,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [
                "mypy.ini",
                "twine/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".flake8, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".flake8, tox.ini"
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                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "mypy.ini, twine/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "mypy.ini, twine/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "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": "OpenSSF Scorecard unavailable",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 18461,
              "source_files_sampled": 35,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (mypy.ini, twine/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "mypy.ini, twine/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/35 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 35,
                      "oversized": 0
                    }
                  }
                ],
                "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": [
    "OpenSSF Scorecard did not return a usable result (Skipping github.com/pypa/twine: run: repo unreachable: GET https://api.github.com/repos/pypa/twine: 503  []); skipping Scorecard checks"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-16T23:43:18.028652Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pypa/twine.svg",
  "full_name": "pypa/twine",
  "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.