Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-31 03:20 UTC

pypi / pypi-attestations

A library to convert between Sigstore Bundles and PEP 740 Attestation objects

PythonApache-2.0★ 16 Sterne⑂ 11 Forksseit März 2024Auf GitHub ansehen ↗

pypi/pypi-attestations erreicht einen Gesundheitsindex von 83 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Security (86/100) ab, am schwächsten bei Community & Adoption (43/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

83
gesamt / 100
Exzellent

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

83
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende 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.

Der gewichtete Gesamtwert 70 wird auf der veröffentlichten Indexskala auf 83 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

612 Follower16 öffentliche Reposseit Dez. 2012

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIpypi-attestations0.0.30-24vor 2 Tagen

Metriken nach Kategorie

Vitalität

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

85Exzellent · 21 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
19.4/36Commit-Rhythmus — 28/52 Wochen mit Commits
15.3/18Commit-Volumen — 49 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year49
human_commit_share0,56
days_since_last_push0
active_weeks_last_year28
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 34 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 2 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 62,6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count34
latest_release_tagv0.0.30
releases_from_tagsnein
days_since_latest_release2
mean_days_between_releases62,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

43Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
19.1/60Stars — 16 Stars
8.3/25Forks — 11 Forks
2.7/15Watcher — 4 Watcher
Verwendete Eingangsdaten
forks11
stars16
watchers4
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)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templateja

Nachhaltigkeit & Governance

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

71Gut · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
11.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 50 % der Commits
13.5/13.5Breite der Beitragenden — 10 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 19 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled10
top_contributor_share0,5
Wie die Bewertung erfolgt
29.1/42Issue-Lösungsquote — 69 % der Issues geschlossen
27.6/30PR-Annahme — 148/161 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs148
open_issues11
closed_issues25
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,694
closed_unmerged_prs13
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
20/25Reichweite des Inhabers — 612 Follower von pypi
21/25Kontohistorie — 16 öffentliche Repos, Kontoalter ca. 13 Jahre
Verwendete Eingangsdaten
followers612
owner_typeOrganization
is_verified
owner_loginpypi
public_repos16
account_age_days4.986

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 2 Tagen
20/20Versionshistorie — 24 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagespypi-attestations
ecosystemspypi
any_deprecatednein
min_days_since_publish2

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

63Mittel · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 5 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 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
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://pypi.github.io/pypi-attestations
10/10Repository-Beschreibung
0/10Topics
0/10Wiki
Verwendete Eingangsdaten
topics
has_wikinein
homepagehttps://pypi.github.io/pypi-attestations
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

86Exzellent · 16 % des Gesamtindex

Sicherheitslage

83Exzellent
Wie die Bewertung erfolgt
6/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 30 out of 30 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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 19 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 — 12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate8,3
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

100Außergewöhnlich
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages31
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:pypi-attestations@0.0.30 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 31 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

60Mittel · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 50 von 56 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,893
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — src/pypi_attestations/py.typed
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
8/8Automatisierte Wartung — 44 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
8/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configssrc/pypi_attestations/py.typed
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,44
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (src/pypi_attestations/py.typed)
55/55Handhabbare Dateigrößen — 0/9 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes37.274
source_files_sampled9
oversized_source_files0

Eckdaten

16GitHub-Sterne
10Mitwirkende
49Commits, letzte 12 Monate
0Tage seit letztem Push
34Releases
1Bus-Faktor
11offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 11 ⇿
0Sterne
11Forks
33Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

0246810121112024-052025-042026-04
Major 0Minor 0Patch 29

Jeder Punkt umfasst 2 Tage.

OpenSSF Scorecard 8.3 / 10
8.3Gesamtwert

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 · 2026-07-31 03:20 UTC

8Binary-Artifactsbinaries present in source code
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 19 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained12 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 8
RegistryPaketVersionsvorgabeManifest
PyPIcryptographypyproject.toml
PyPIpackagingpyproject.toml
PyPIpyasn1~= 0.6pyproject.toml
PyPIpydantic>= 2.10.0pyproject.toml
PyPIrequestspyproject.toml
PyPIrfc3986pyproject.toml
PyPIsigstore>= 4.5, < 5.0pyproject.toml
PyPIsigstore-modelspyproject.toml
Alle Abhängigkeiten 5

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 3 direkte und 2 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIpyasn1direkt
PyPIpydanticdirekt
PyPIsigstoredirekt
PyPImypyindirekt
PyPIruffindirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:pypi-attestations@0.0.30 zieht 31 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

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

JSON-Rohbericht maschinenlesbar
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          "body": "Bumps the actions group with 1 update: [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `zizmorcore/zizmor-action` from 0.6.0 to 0.6.1\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/com\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump zizmorcore/zizmor-action in the actions group (#200)",
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          "committed_at": "2026-07-30T09:20:01Z",
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          "body": "Signed-off-by: Facundo Tuesca <facundo.tuesca@trailofbits.com>",
          "is_bot": false,
          "headline": "Update min sigstore version to 4.5.0 (#199)",
          "author_name": "Facundo Tuesca",
          "author_login": "facutuesca",
          "committed_at": "2026-07-28T14:01:56Z",
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        {
          "oid": "7de43dd57775bc370503ba7d422e2cbc5121fa3d",
          "body": "Bumps the actions group with 2 updates: [actions/setup-python](https://github.com/actions/setup-python) and [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publish).\n\n\nUpdates `actions/setup-python` from 6.3.0 to 7.0.0\n- [Release notes](https://github.com/actions/setup-python/re\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the actions group with 2 updates (#198)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-27T08:58:55Z",
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        {
          "oid": "74b2380bac27fd49cc379736a3c4e9eac35900bb",
          "body": "Bumps the actions group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 7.0.0 to 7.0.1\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump actions/checkout in the actions group (#197)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-24T11:27:35Z",
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        {
          "oid": "10a08b3fbb2c47a0bbc2965daa1fc7137e8f8214",
          "body": "Bumps the actions group with 1 update: [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `zizmorcore/zizmor-action` from 0.5.7 to 0.6.0\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/com\n[…]\npe: version-update:semver-minor\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "build(deps): bump zizmorcore/zizmor-action in the actions group (#196)",
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          "committed_at": "2026-07-22T08:06:05Z",
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          "oid": "401c0a127ea7c5c02cc5511e927f313847cd4527",
          "body": "…p (#195)\n\nBumps the actions group with 1 update: [actions/attest-build-provenance](https://github.com/actions/attest-build-provenance).\n\n\nUpdates `actions/attest-build-provenance` from 4.1.0 to 4.1.1\n- [Release notes](https://github.com/actions/attest-build-provenance/releases)\n- [Changelog](https:\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/attest-build-provenance in the actions grou…",
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          "committed_at": "2026-07-07T07:44:27Z",
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        {
          "oid": "d9d240065982eb3fce26c4a4b0f7e53350a504cb",
          "body": "…ions group (#194)\n\n* build(deps): bump actions/setup-python in the actions group\n\nBumps the actions group with 1 update: [actions/setup-python](https://github.com/actions/setup-python).\n\n\nUpdates `actions/setup-python` from 6.2.0 to 6.3.0\n- [Release notes](https://github.com/actions/setup-python/re\n[…]\n-by: Facundo Tuesca <facundo.tuesca@trailofbits.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Facundo Tuesca <facundo.tuesca@trailofbits.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/setup-python from 6.2.0 to 6.3.0 in the act…",
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          "committed_at": "2026-06-30T12:20:37Z",
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          "headline": "build(deps): bump zizmorcore/zizmor-action in the actions group (#193)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-29T01:46:12Z",
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          "body": "… group (#192)\n\nSigned-off-by: dependabot[bot] <support@github.com>",
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          "headline": "build(deps): bump actions/checkout from 6.0.3 to 7.0.0 in the actions…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-24T02:04:35Z",
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        {
          "oid": "1ec1381eaef1073fc665a306a567ccff2db66d94",
          "body": "… group (#191)\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout from 6.0.2 to 6.0.3 in the actions…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T03:13:15Z",
          "body_truncated": false,
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        {
          "oid": "bec4c17c987ab84bda3afe635eeedc772d7935ba",
          "body": "Bumps the actions group with 1 update: [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `zizmorcore/zizmor-action` from 0.5.5 to 0.5.6\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/com\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump zizmorcore/zizmor-action in the actions group (#189)",
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          "committed_at": "2026-05-26T02:10:03Z",
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          "oid": "3ab898266ddca175285fb3e0dd192b355af1e044",
          "body": "Bumps the actions group with 1 update: [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `zizmorcore/zizmor-action` from 0.5.3 to 0.5.5\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/com\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump zizmorcore/zizmor-action in the actions group (#188)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-21T12:27:09Z",
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        {
          "oid": "d88197f5fa56e975e00dd61ef950a3bbff183a36",
          "body": "Bumps the actions group with 1 update in the / directory: [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `zizmorcore/zizmor-action` from 0.5.2 to 0.5.3\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcor\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump zizmorcore/zizmor-action (#184)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-27T14:47:56Z",
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        {
          "oid": "bf2d13a2ab0edbff7b3277164776674823048c32",
          "body": null,
          "is_bot": false,
          "headline": "Get test OIDC token from GCP (#187)",
          "author_name": "Facundo Tuesca",
          "author_login": "facutuesca",
          "committed_at": "2026-04-27T14:41:26Z",
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        {
          "oid": "6c81780dd2919269e8edca0b3a3081b92f2b9ca7",
          "body": "* Update help: PYPI_FILE can be a local file\n\n* No need to download for local file",
          "is_bot": false,
          "headline": "Update help: PYPI_FILE can be a local file (#185)",
          "author_name": "Hugo van Kemenade",
          "author_login": "hugovk",
          "committed_at": "2026-04-21T13:53:09Z",
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        {
          "oid": "61a00ce37a9c6c3df9a6144e600edb846c1732a1",
          "body": "… (#183)\n\nBumps the actions group with 3 updates in the / directory: [actions/upload-pages-artifact](https://github.com/actions/upload-pages-artifact), [actions/upload-artifact](https://github.com/actions/upload-artifact) and [pypa/gh-action-pypi-publish](https://github.com/pypa/gh-action-pypi-publi\n[…]\npe: version-update:semver-minor\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the actions group across 1 directory with 3 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-18T11:20:43Z",
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        {
          "oid": "536d45095886e543fb9de1a32e413d714c255318",
          "body": "Bumps the actions group with 1 update: [actions/deploy-pages](https://github.com/actions/deploy-pages).\n\n\nUpdates `actions/deploy-pages` from 4.0.5 to 5.0.0\n- [Release notes](https://github.com/actions/deploy-pages/releases)\n- [Commits](https://github.com/actions/deploy-pages/compare/d6db90164ac5ed8\n[…]\npe: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/deploy-pages in the actions group (#178)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-02T15:38:00Z",
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        {
          "oid": "4c9eabfb1ef0c1b82498aec1aea76718e7180912",
          "body": "Signed-off-by: William Woodruff <william@astral.sh>",
          "is_bot": false,
          "headline": "Disable mypy's reachability checks for now (#179)",
          "author_name": "William Woodruff",
          "author_login": "woodruffw",
          "committed_at": "2026-04-02T15:27:40Z",
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        {
          "oid": "a9b88cff7430a5957bcebc7d96c911a4f98fb8f8",
          "body": null,
          "is_bot": true,
          "headline": "build(deps): bump actions/download-artifact in the actions group (#177)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-19T02:29:09Z",
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        },
        {
          "oid": "a2d8eda20a4296bed4fbe98806f05044719ddcca",
          "body": "… (#176)\n\nBumps the actions group with 3 updates in the / directory: [actions/upload-artifact](https://github.com/actions/upload-artifact), [actions/attest-build-provenance](https://github.com/actions/attest-build-provenance) and [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the actions group across 1 directory with 3 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-16T12:02:48Z",
          "body_truncated": true,
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        },
        {
          "oid": "fe44cb5628a4c4d7d0c315748508b2dcc401fa23",
          "body": "Bumps the actions group with 1 update: [actions/download-artifact](https://github.com/actions/download-artifact).\n\n\nUpdates `actions/download-artifact` from 7.0.0 to 8.0.0\n- [Release notes](https://github.com/actions/download-artifact/releases)\n- [Commits](https://github.com/actions/download-artifac\n[…]\npe: version-update:semver-major\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/download-artifact in the actions group (#173)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-03T16:57:54Z",
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        {
          "oid": "b292e0e94b2baf044d6ce47869f35fee7b245ad3",
          "body": "* feat: add CircleCIPublisher for CircleCI-based Trusted Publishers\n\n- Add _CircleCITrustedPublisherPolicy to verify certificates against CircleCI OIDC issuer\n- Verify organization_id via OIDC issuer (https://oidc.circleci.com/org/<org_id>)\n- Verify project_id via Build Signer URI extension\n- Add op\n[…]\nnd extracted certificate PEM.\n\nAmp-Thread-ID: https://ampcode.com/threads/T-019c6230-33ea-767c-aa18-424c9eebb577\nCo-authored-by: Amp <amp@ampcode.com>\n\n---------\n\nCo-authored-by: Amp <amp@ampcode.com>",
          "is_bot": false,
          "headline": "Add circleci to pypi attestations (#166)",
          "author_name": "mitchell amihod",
          "author_login": "meeech",
          "committed_at": "2026-03-03T16:57:43Z",
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        {
          "oid": "e40b565db334286ec052d0f8f00eed96bef9ab11",
          "body": "* Use raw content instead of decoded text for parsing JSON\n\nRequests has a behavior where it will prefer to use chardet\r\nover charset_normalizer. This is used in the Response.text\r\nproperty to decode the content to text, and the two libraries\r\ndetect the response from PyPI differently. Using the raw\n[…]\n\r\nFixes #171.\n\n* Adjust test stub\n\n* Add comment explaining reason for using response.content\n\n* Apply suggestions from code review\n\n---------\n\nCo-authored-by: William Woodruff <william@yossarian.net>",
          "is_bot": false,
          "headline": "Use raw content instead of decoded text for parsing JSON (#171) (#172)",
          "author_name": "Joost Molenaar",
          "author_login": "j0057",
          "committed_at": "2026-02-09T23:59:37Z",
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        {
          "oid": "976c9cab17db3774ac158e4a05764bb51e0e1cde",
          "body": "Bumps the actions group with 1 update: [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `zizmorcore/zizmor-action` from 0.4.1 to 0.5.0\n- [Release notes](https://github.com/zizmorcore/zizmor-action/releases)\n- [Commits](https://github.com/zizmorcore/zizmor-action/com\n[…]\npe: version-update:semver-minor\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump zizmorcore/zizmor-action in the actions group (#170)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-09T02:27:06Z",
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        {
          "oid": "b7f833d3609a9ef76632c7eeb94ea0f3a6cf3a84",
          "body": "…p (#169)\n\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/attest-build-provenance in the actions grou…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-03T08:19:44Z",
          "body_truncated": false,
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        {
          "oid": "f0d66d626e3b74a8d84af7881a6b742b9ffec299",
          "body": "… (#165)\n\nBumps the actions group with 2 updates in the / directory: [actions/setup-python](https://github.com/actions/setup-python) and [zizmorcore/zizmor-action](https://github.com/zizmorcore/zizmor-action).\n\n\nUpdates `actions/setup-python` from 6.1.0 to 6.2.0\n- [Release notes](https://github.com/\n[…]\npe: version-update:semver-minor\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump the actions group across 1 directory with 2 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-03T03:10:24Z",
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        {
          "oid": "915cefcd0d28231c04040750b1a5c4b39b8fe1f8",
          "body": null,
          "is_bot": false,
          "headline": "ci: fix oidc token caching issue in CI tests (#168)",
          "author_name": "Facundo Tuesca",
          "author_login": "facutuesca",
          "committed_at": "2026-02-02T10:56:00Z",
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        {
          "oid": "e3106273c2791999eec247edc14331e463977651",
          "body": "Bumps the actions group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6.0.1 to 6.0.2\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELOG.md)\n- [Commits](https\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump actions/checkout in the actions group (#162)",
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          "committed_at": "2026-01-23T08:59:50Z",
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        ],
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      {
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            "note": null,
            "notes": [],
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              "growth_factor_pct": 100,
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            "components": [
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                "points": 19.1,
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                "max_points": 60
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              {
                "key": "forks",
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                "points": 8.3,
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              {
                "key": "watchers",
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                  {
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 22.5,
                "status": "met",
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                "max_points": 22.5
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              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
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                  {
                    "code": "license_spdx",
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
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              },
              {
                "key": "code_of_conduct",
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              {
                "key": "issue_template",
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              {
                "key": "pr_template",
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        ],
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      {
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        "weight": 0.23,
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            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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              "bus_factor": 1,
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
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                "max_points": 54
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              {
                "key": "commit_distribution",
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                "max_points": 22.5
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                "key": "contributor_breadth",
                "name": "Contributor breadth",
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                "points": 13.5,
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                      "count": 10
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
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                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "notes": [
              {
                "code": "excluded_no_data",
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            ],
            "value": 82,
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "69% of issues closed",
                "points": 29.1,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 69
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                  }
                ],
                "max_points": 42
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "148/161 decided PRs merged",
                "points": 27.6,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 148,
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                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
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                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
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                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "status": "met",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
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            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "followers": 612,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "pypi",
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              "account_age_days": 4986
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            "components": [
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                "key": "ownership_backing",
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                "detail": "organization-owned",
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                "details": [
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                    "code": "owner_organization",
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "612 followers of pypi",
                "points": 20,
                "status": "partial",
                "details": [
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                    "code": "owner_followers",
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                      "count": 612,
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "16 public repos, account ~13 yr old",
                "points": 21,
                "status": "partial",
                "details": [
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                    "code": "public_repos",
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                      "count": 16
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                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 13
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
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              "ecosystems": "pypi",
              "any_deprecated": false,
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
                "points": 25,
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                "details": [
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                    "code": "packages_published",
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                "key": "publish_recency",
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              {
                "key": "version_history",
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                "detail": "24 published versions",
                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                      "count": 24
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                ],
                "max_points": 20
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              {
                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
                "points": 20,
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                "details": [
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                "max_points": 20
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            ]
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
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        "weight": 0.19,
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            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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              "has_ci": true,
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              "has_editorconfig": false,
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            "components": [
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                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
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                    "code": "ci_workflows",
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              {
                "key": "tests_present",
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              {
                "key": "linter_config",
                "name": "Linter config",
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              },
              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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            ]
          },
          {
            "key": "documentation",
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            "note": null,
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            "components": [
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                "key": "readme",
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              {
                "key": "documentation_directory",
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                "status": "missed",
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                "key": "documentation_homepage_site",
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                "key": "topics",
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              },
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          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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            "key": "security_posture",
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            "notes": [
              {
                "code": "excluded_no_data",
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                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 83,
            "inputs": {
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            "components": [
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                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
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                "points": 6,
                "status": "partial",
                "details": [],
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              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
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                "max_points": 7.5
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              {
                "key": "ci_tests",
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "code_review",
                "name": "Code-Review",
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              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 19 contributing companies or organizations",
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                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
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                "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": "12 commit(s) and 0 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 8",
                "points": 4,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:pypi-attestations@0.0.30 runtime dependency closure — what installing the published package pulls in — 31 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
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              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:pypi-attestations@0.0.30",
                  "assessed": 31
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 31,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 31,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 36
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 60,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "weak",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.893,
              "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": "50 of 56 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 50,
                      "sampled": 56
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "src/pypi_attestations/py.typed"
              ],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.44
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "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": "src/pypi_attestations/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "src/pypi_attestations/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 agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "44 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 44,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 37274,
              "source_files_sampled": 9,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (src/pypi_attestations/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "src/pypi_attestations/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/9 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 9,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 8
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "description",
          "label": "library",
          "source": "description:library",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-31T03:20:45.873532Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/p/pypi/pypi-attestations.svg",
  "full_name": "pypi/pypi-attestations",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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