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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-23 00:16 UTC

Kaggle / kaggle-sdk-python

Python bindings to access Kaggle endpoints

PythonApache-2.0★ 7 Sterne⑂ 6 Forksseit März 2025Auf GitHub ansehen ↗

Kaggle/kaggle-sdk-python erreicht einen Gesundheitsindex von 61 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (88/100) ab, am schwächsten bei Community & Adoption (37/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.

61
gesamt / 100
Mittel

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

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

Bewertungsprofil

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

Eigentümerschaft

KaggleOrganisation
2.261 Follower16 öffentliche Reposseit Jan. 2012

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIkagglesdkverweist auf ein anderes Repo — nicht bewertet0.1.35-32vor 0 Tagenapikaggle

Metriken nach Kategorie

Vitalität

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

88Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
18.7/36Commit-Rhythmus — 27/52 Wochen mit Commits
14.9/18Commit-Volumen — 45 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year45
human_commit_share1
days_since_last_push0
active_weeks_last_year27

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 24 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 6 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count24
latest_release_tagv0.1.35
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases6
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?

37Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
12.6/60Stars — 7 Stars
5.8/25Forks — 6 Forks
6.7/15Watcher — 17 Watcher
Verwendete Eingangsdaten
forks6
stars7
watchers17
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
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

79Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
36/54Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab
17.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 24 % der Commits
13.5/13.5Breite der Beitragenden — 11 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor3
contributors_sampled11
top_contributor_share0,241
Wie die Bewertung erfolgt
37.4/46.8Issue-Lösungsquote — 80 % der Issues geschlossen
34.4/38.3PR-Annahme — 53/59 entschiedene PRs gemergt
13.5/15OpenSSF Scorecard: Code-Review — Found 29/30 approved changesets -- score normalized to 9
Verwendete Eingangsdaten
merged_prs53
open_issues1
closed_issues4
issue_closed_ratio0,8
closed_unmerged_prs6
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
24.1/25Reichweite des Inhabers — 2.261 Follower von Kaggle
21/25Kontohistorie — 16 öffentliche Repos, Kontoalter ca. 14 Jahre
Verwendete Eingangsdaten
followers2.261
owner_typeOrganization
is_verified
owner_loginKaggle
public_repos16
account_age_days5.300

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

41Gefährdet · 20 % des Gesamtindex
Wie die Bewertung erfolgt
0/24CI-Workflows
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
Verwendete Eingangsdaten
has_cinein
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

40Gefährdet
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
0/10Wiki
Verwendete Eingangsdaten
topics
has_wikinein
homepage
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

49Gefährdet · 16 % des Gesamtindex

Sicherheitslage

49Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 29/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 5 contributing companies or organizations
0/10Dangerous-Workflow — keine Daten
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — keine Daten
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate4,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): dangerous_workflow, packaging, signed_releases, token_permissions. 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.

39Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 53 von 54 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,981
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 54
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfileja
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
53.3/55Handhabbare Dateigrößen — 5/161 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes167.583
source_files_sampled161
oversized_source_files5

Eckdaten

7GitHub-Sterne
11Mitwirkende
45Commits, letzte 12 Monate
0Tage seit letztem Push
24Releases
3Bus-Faktor
1offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'kagglesdk' points at a different repository (https://github.com/Kaggle/kagglesdk); excluded from ecosystem scoring
  • deps.dev does not index pypi:kagglesdk@0.1.35; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 6 ⇿
0Sterne
6Forks
20Releases

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.

123456612025-092026-012026-06
Major 0Minor 0Patch 20
OpenSSF Scorecard 4.9 / 10
4.9Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-23 00:15 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests29 out of 30 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 29/30 approved changesets -- score normalized to 9
10Contributorsproject has 5 contributing companies or organizations
k. A.Dangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
k. A.Token-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 2
RegistryPaketVersionsvorgabeManifest
PyPIrequestspyproject.toml
PyPIprotobufpyproject.toml
Alle Abhängigkeiten 2

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 2 direkte und 0 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIprotobufdirekt
PyPIrequestsdirekt
Abhängigkeits-Advisories nicht bewertet

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

JSON-Rohbericht maschinenlesbar
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      "owner_type": "Organization",
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          "oid": "a208c160e632a211dcb8937a14552c3d28773648",
          "body": "Regenerated with `kapigen --public-api-output-path` (per README) from\nkaggleazure origin/ci at 75e987852b3.\n\nChanges surfaced by the regen:\n\n- Add `ExportEnrichedHackathonWriteUpsCsv` to\n`competitions.HackathonService` and wire `HackathonClient` into\n`KaggleClient` (replaces old `list_hackathon_trac\n[…]\ntypo in `ContentState` doc (fixed\nupstream).\n\nHand-maintained files (`kaggle_object.py`, `kaggle_http_client.py`,\n`kaggle_object_tests.py`, `search_api_service.py` doc typo fix)\npreserved from `main`.",
          "is_bot": false,
          "headline": "Regenerate SDK and release 0.1.35 (#68)",
          "author_name": "Bovard Doerschuk-Tiberi",
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          "headline": "The cumulative diff is now clean — just the typo fix and the `.gitign…",
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          "headline": "Add exception from #43935 (#66)",
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          "body_truncated": false,
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        {
          "oid": "2f07cfc2c6cf6079589db3a8f35ff914cbc2e140",
          "body": "Actually, the formatting is controlled by the code generator, but\nseveral files were changed that have only differences in format.",
          "is_bot": false,
          "headline": "Fix dropped handler code and reformat (#64)",
          "author_name": "stevemessick",
          "author_login": "stevemessick",
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          "oid": "c77325b79793ac9667a20b899d9be475c607a8f9",
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          "is_bot": false,
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          "body": "Fixes broken import chain in 0.1.32 where several files (host_service,\nepisode_service, competition_api_service) referenced modules that were\nnever shipped: competition_types, simulations, competition_email_invite,\nevaluation_algorithm, submission, legacy_competition_host_service,\nkernels_service. T\n[…]\nl union for files where both flavors\nhave overlapping but non-identical class sets.\n\nVerified: all 320 kagglesdk modules import cleanly and KaggleClient\ninstantiates with all 21 subclients accessible.",
          "is_bot": false,
          "headline": "Full kagglesdk regen and release 0.1.33 (#59)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-07-01T18:44:32Z",
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          "is_coding_agent": false
        },
        {
          "oid": "ab06cbb8f8a9cba044a2343af9f664cd2266f3f9",
          "body": "## Summary\n\nFix `TimeDeltaSerializer._from_dict_value` to accept protobuf JSON\nduration strings without a fractional component (e.g. `0s`, `151s`). The\ncurrent implementation always splits on `.`, which crashes quota and\nother API responses that return whole-second durations.\n\n**Needs manual sync wi\n[…]\nsticsResponse` JSON deserialization\n\n## Test plan\n\n- [x] `TimeDeltaSerializer._from_dict_value(\"0s\")` returns\n`timedelta(0)`\n- [ ] CI: `python -m unittest\nkaggle_object_tests.TimeDeltaSerializerTests`",
          "is_bot": false,
          "headline": "fix: parse whole-second protobuf duration strings like 0s (#58)",
          "author_name": "Aadi",
          "author_login": "aadi-joshi",
          "committed_at": "2026-07-01T17:44:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7d34c42701e23c2906a311c400c58053b07bfa4b",
          "body": "Adds four newly-promoted public competition API endpoints to the python\nclient, now reachable via kapigen's POST filter:\n- UpdateCompetitionPage (#43648 switched PATCH->POST)\n- DeleteCompetitionPage (#43648 switched DELETE->POST)\n- UpdateCompetitionSettings (#43648 switched PATCH->POST)\n- CreateCompetitionData (#43662)\n\nIncludes the CompetitionDatabundleType enum the new request types depend\non. Bumps version to 0.1.32.",
          "is_bot": false,
          "headline": "Regenerate SDK: competition API methods and release 0.1.32 (#56)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-06-30T19:33:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "594cb89a60a5ee2437a7d1103c5326b5aebdd040",
          "body": "Competition SDK regeneration",
          "is_bot": false,
          "headline": "release 0.1.31 (#55)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-06-29T17:08:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b4d50241be87afe33dda3627116eadcf73dfab4",
          "body": "Regenerate the competitions SDK",
          "is_bot": false,
          "headline": "Regenerate competitions SDK (#50)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-06-29T16:59:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f558c1a4b83e4ffa20608f0f4b388224b5c5c4d3",
          "body": "Add another API for discussions.",
          "is_bot": false,
          "headline": "Add kernels topics api (#49)",
          "author_name": "stevemessick",
          "author_login": "stevemessick",
          "committed_at": "2026-06-11T22:49:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fff7afaa3ef030de8daa8297d85e77af8bc5213c",
          "body": "`cp -r ...` from `kapigen` output to here.",
          "is_bot": false,
          "headline": "Regenerated from kapigen after resync (#48)",
          "author_name": "stevemessick",
          "author_login": "stevemessick",
          "committed_at": "2026-06-11T20:03:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "101f4fe2fae7bb10804f9204c9c05c75ad373c3b",
          "body": "cc @dolaameng",
          "is_bot": false,
          "headline": "Fix merge error (#47)",
          "author_name": "stevemessick",
          "author_login": "stevemessick",
          "committed_at": "2026-06-05T16:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb67e4d779cdaf882d65862a2290a796a56f48b6",
          "body": "Fix: https://chat.kaggle.net/kaggle/pl/rtz8egpcn3fzpfdagbtwerrdpe",
          "is_bot": false,
          "headline": "release 0.1.27 (#46)",
          "author_name": "lima",
          "author_login": "dolaameng",
          "committed_at": "2026-06-03T16:27:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "785eec064780e088dc39378e304c9b8d26eeb4f5",
          "body": "Exposes the new ListTeamPublicSubmissions RPC on CompetitionApiService.\nBumps version to 0.1.27.",
          "is_bot": false,
          "headline": "Regenerate SDK: add ListTeamPublicSubmissions (#42864) (#45)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-05-29T21:51:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a6cfd1d2b14f3dc11434571ff697749d5abc2db",
          "body": "Fixes https://github.com/Kaggle/kaggle-cli/issues/1009",
          "is_bot": false,
          "headline": "Fix subtle auth sequencing issue (#44)",
          "author_name": "stevemessick",
          "author_login": "stevemessick",
          "committed_at": "2026-05-29T13:54:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64fe7c11665b0606a919a4d77225cf59e413ad9a",
          "body": null,
          "is_bot": false,
          "headline": "Regenerate SDK: add GetAcceleratorQuotaStatistics (#42)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-05-27T16:37:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "db4f16b0af13a9775b4b17a419947429e910bc6d",
          "body": "New API changes for release 0.1.24",
          "is_bot": false,
          "headline": "release 0.1.24 (#41)",
          "author_name": "lima",
          "author_login": "dolaameng",
          "committed_at": "2026-05-26T16:43:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d58868b3217b60212ec492d793eb0c129ac0edb",
          "body": "* Ensures we don't upload the local /dist folder (was accidentally\npublishing locally built versions) and other unnecessary folders.\n\nSame as https://github.com/Kaggle/kaggle-cli/pull/1004",
          "is_bot": false,
          "headline": "Add .gcloudignore (#40)",
          "author_name": "Vincent Roseberry",
          "author_login": "rosbo",
          "committed_at": "2026-05-06T22:33:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2804057cc11b8ed0a326e7e3ce7ca67e2afc13c1",
          "body": "Benchmarks API changes, new discussions api service client",
          "is_bot": false,
          "headline": "Update proto and release 0.1.23 (#39)",
          "author_name": "andrewmwang",
          "author_login": "andrewmwang",
          "committed_at": "2026-05-01T15:44:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31ecb62c1eace647b366454c0703c8852ec5c063",
          "body": "Next: fix URL returned by kagglehub to use the web endpoint when linking\nto detail pages.\n\nhttp://b/507122006",
          "is_bot": false,
          "headline": "Sync changes (web endpoint) and release (#38)",
          "author_name": "Vincent Roseberry",
          "author_login": "rosbo",
          "committed_at": "2026-04-28T16:51:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "32e135f94d7835ba27e881fc65085b4e1658829b",
          "body": "Adds ListCompetitionTopics and ListTopicMessages RPCs to\nCompetitionApiClient, plus the supporting CommentListSortBy /\nTopicListSortBy enums.",
          "is_bot": false,
          "headline": "Update protos and release 0.1.21 (#37)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-04-24T16:17:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7008adb2c08ec99fdd1683dbaeb4c4a27fda8a91",
          "body": "Includes new CreateDefaultModelProxyToken RPC and a model_proxy_api\nservice client",
          "is_bot": false,
          "headline": "Update proto and release 0.1.20 (#36)",
          "author_name": "andrewmwang",
          "author_login": "andrewmwang",
          "committed_at": "2026-04-22T17:32:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ebb5a1d744636cba8a654c8f1e41124a1a2a68b",
          "body": "Adds new competition endpoints (episodes, pages, hackathon overview) and\na new HackathonService client.",
          "is_bot": false,
          "headline": "Update protos and release 0.1.19 (#35)",
          "author_name": "Bovard Doerschuk-Tiberi",
          "author_login": "bovard",
          "committed_at": "2026-04-17T18:38:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48a89a56cdc864c79295525a1a69be58ecb74fc0",
          "body": null,
          "is_bot": false,
          "headline": "Update proto and release 0.1.18 (#34)",
          "author_name": "Nan Liao",
          "author_login": "nl917",
          "committed_at": "2026-04-10T17:33:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6895c9707e110c6c8a7b8ad5e2421d23d523ee15",
          "body": "- Update proto to include newest change from benchmarks",
          "is_bot": false,
          "headline": "Update protos and release 0.1.17 (#31)",
          "author_name": "Nan Liao",
          "author_login": "nl917",
          "committed_at": "2026-04-08T21:37:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8d80b02a962efdf032b1877527e7910a67d54d7",
          "body": "http://b/488368674",
          "is_bot": false,
          "headline": "Update protos and release 0.1.16 (#28)",
          "author_name": "Vincent Roseberry",
          "author_login": "rosbo",
          "committed_at": "2026-02-27T19:09:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "851d58d5afea0568d52338cbdb0cb6c8ce7569e2",
          "body": "* Re-generate from latest proto\n\nhttp://b/475908216\n\ncc/ @lipovetz",
          "is_bot": false,
          "headline": "2026-01-14 release: Version 0.1.15 (#26)",
          "author_name": "Vincent Roseberry",
          "author_login": "rosbo",
          "committed_at": "2026-01-14T23:00:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76f5b7e6db44ddc06db72cd9caad8713e3494173",
          "body": null,
          "is_bot": false,
          "headline": "Update to latest protos (#25)",
          "author_name": "stevemessick",
          "author_login": "stevemessick",
          "committed_at": "2025-12-22T21:25:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7a3fe7d8202189e27df9e196ade7efa95d856ae",
          "body": "- Add missing dependency on `protobuf` in `pyproject.toml`.\n- Fix type for KaggleClient#http_client method\n- Allow overriding the user-agent at KaggleClient initialization\n- Add a new \"TEST\" KaggleEnv pointing to a special port on localhost to\navoid conflict between the mock server and kaggleazure server in unit\ntests.\n\nhttp://b/307576378",
          "is_bot": false,
          "headline": "2025-11-20 release: Version 0.1.13 (#24)",
          "author_name": "Vincent Roseberry",
          "author_login": "rosbo",
          "committed_at": "2025-11-21T17:50:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dde09b3e5dc9520c7d378c62aab82caca3fa8019",
          "body": "- Build in a consistent environment (Python, build & twine versions). No\nneed to install these packages locally\n- Create a release tag on our GitHub repo.\n- Push to Pypi: No need to mess with Pypi credentials.\n\nRelated CL to update the kagglesdk release documentation: cl/833471401\n\nhttp://b/461500916",
          "is_bot": false,
          "headline": "Cloud Build Release Script for kagglesdk (#23)",
          "author_name": "Vincent Roseberry",
          "author_login": "rosbo",
          "committed_at": "2025-11-17T21:34:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04d4affb3acfeefb46f952797f790012675aa19d",
          "body": null,
          "is_bot": false,
          "headline": "2025-11-05 release: Version 0.1.12 (#22)",
          "author_name": "Erdal Sivri",
          "author_login": "erdalsivri",
          "committed_at": "2025-11-05T20:36:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c52b5392e1e5942e840d655ac93d73ee50e51bea",
          "body": "Changelog:\n* Add ListSynchronizedGroupMemberships RPC\n* Support reading access token from a file\n* Remove prepare_from() methods",
          "is_bot": false,
          "headline": "2025-10-23 release: Version 0.1.11 (#21)",
          "author_name": "Erdal Sivri",
          "author_login": "erdalsivri",
          "committed_at": "2025-10-23T18:05:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5d60689fc95410db1dc9daaf6a397c653ff977c",
          "body": "Changelog:\n* Add username/userid to OAuth RPC responses\n* Add kernel_id to SaveKernel response",
          "is_bot": false,
          "headline": "2025-10-15 release: Version 0.1.10 (#20)",
          "author_name": "Erdal Sivri",
          "author_login": "erdalsivri",
          "committed_at": "2025-10-15T16:59:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c92f5bf239cd4db8593359f61a6f1fe7b400c42",
          "body": "Changelog: Add username and slug to SetIamPolicy API",
          "is_bot": false,
          "headline": "2025-10-07 release: Version 0.1.9 (#19)",
          "author_name": "Erdal Sivri",
          "author_login": "erdalsivri",
          "committed_at": "2025-10-08T04:26:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99254a40a6d366154f781dad451b0cca07bc711b",
          "body": "Changelog: Add ListUserManagedGroupMemberships RPC",
          "is_bot": false,
          "headline": "2025-10-02 release: Version 0.1.8 (#17)",
          "author_name": "Erdal Sivri",
          "author_login": "erdalsivri",
          "committed_at": "2025-10-02T21:43:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7abc96e67d981f08af80d7ee6737e5a8e8715b7",
          "body": "Hopefully we will see less diff in the future when we regenerate the sdk\nwith new methods, types etc.",
          "is_bot": false,
          "headline": "Regenerate with stable ordering for imports and types (#18)",
          "author_name": "Erdal Sivri",
          "author_login": "erdalsivri",
          "committed_at": "2025-10-02T21:40:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7bc320582dbb13dd530c4a1617240ad2db0ddcd",
          "body": "Includes new GetBenchmarkLeaderboard endpoint.\n\nhttp://b/443099530",
          "is_bot": false,
          "headline": "Release kagglesdk (#16)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-09-30T17:14:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "41efd902e88d72fb3d8af85d7af11c402bfa1443",
          "body": "Will merge after https://github.com/Kaggle/kaggleazure/pull/37534\n\nBUG=https://b.corp.google.com/issues/444715377",
          "is_bot": false,
          "headline": "Update to latest from kaggleazure (#15)",
          "author_name": "Jonathan Ward",
          "author_login": "jeward414",
          "committed_at": "2025-09-19T14:00:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "60cb00b44400c005d556f7d5f387d6f6f0a773d9",
          "body": "Files autogenerated from kapigen.",
          "is_bot": false,
          "headline": "2025-09-11 release (#14)",
          "author_name": "Jonathan Ward",
          "author_login": "jeward414",
          "committed_at": "2025-09-11T15:47:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a2045e651521180a65935c7ac6972e988902c92",
          "body": null,
          "is_bot": false,
          "headline": "2025-08-19 release (#12)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-08-19T11:44:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2c962e8f419b878da52b52856ebca9f37a8458c2",
          "body": "This was autogenerated from the main repo at head.\n\nhttp://b/438465072",
          "is_bot": false,
          "headline": "Release latest code (#11)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-08-13T16:24:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2d1c07c2d87eee1efe353e84de1e18cc6b670903",
          "body": "http://b/376443608",
          "is_bot": false,
          "headline": "Update to latest from kaggleazure (#9)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-07-30T19:42:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ee8221760f49bec93ff38ec5a27f2aed92236b4",
          "body": "Mostly fixes bug where `to_json` is marked as static.\n\nhttp://b/432449263",
          "is_bot": false,
          "headline": "Update to latest changes. (#8)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-07-17T18:29:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fafa1b06b1217b8c6286f390ef6650889739fc72",
          "body": "Plus bump version number so it can be pushed to pypi.\n\nhttp://b/356194863",
          "is_bot": false,
          "headline": "Push kaggle_env changes to kagglesdk. (#7)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-07-14T15:12:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "066603a9a9ea44d36a0dac0d064540c9223c7355",
          "body": "This is in preparation for putting it on pypi. It's currently only on\ntest pypi.\n\nhttp://b/356194863",
          "is_bot": false,
          "headline": "Promote kagglesdk from alpha (#6)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-07-11T16:19:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "54f641cb48ede298d82df890153760b2294ec8e5",
          "body": "http://b/379083750",
          "is_bot": false,
          "headline": "Latest kagglesdk, as generated by kapigen. (#5)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-07-10T15:14:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b733b829e13f02418d48009563d9eab6c5394d72",
          "body": "Also bumps the version number in prep for pushing to test pypi.\n\nhttp://b/379083750",
          "is_bot": false,
          "headline": "Update to allow automatic auth on KKB. (#4)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-05-22T14:25:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92c64a8cf240a50a23e9b88e06e5abf52c243012",
          "body": "Just getting up-to-date with the latest changes in Kaggle's internal\nservices; no other changes. I have another change planned shortly, and\nI'll bump the version number and do a release after that.\n\nhttp://b/379083750",
          "is_bot": false,
          "headline": "Push autogenerated kagglesdk (#3)",
          "author_name": "Jim Plotts",
          "author_login": "jplotts",
          "committed_at": "2025-05-21T21:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "658812ed044182a5fdacd8de7d766f8b6ea34f3a",
          "body": "Changes implemented in PR #34468, copied here.\n\nhttp://b/379083750",
          "is_bot": false,
          "headline": "Use PROD if no environment is specified. (#2)",
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            "name": "Community health",
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            "notes": [],
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                "key": "license",
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                  {
                    "code": "license_standard",
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                  {
                    "code": "license_spdx",
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              {
                "key": "issue_template",
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                "key": "pr_template",
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        "key": "governance",
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        "name": "Sustainability & Governance",
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            "key": "maintainer_resilience",
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                "key": "openssf_scorecard_contributors",
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          },
          {
            "key": "responsiveness",
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                "key": "issue_resolution",
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                "max_points": 46.75
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                "key": "pr_acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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          },
          {
            "key": "stewardship",
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              "followers": 2261,
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                "key": "ownership_backing",
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                "details": [
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                "key": "verified_domain",
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              },
              {
                "key": "owner_reach",
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              {
                "key": "track_record",
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                  {
                    "code": "public_repos",
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                    "code": "account_age_years",
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                      "years": 14
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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        "key": "engineering",
        "band": "at_risk",
        "name": "Engineering Quality",
        "value": 41,
        "weight": 0.2,
        "metrics": [
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                "key": "ci_workflows",
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              {
                "key": "tests_present",
                "name": "Tests present",
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              {
                "key": "linter_config",
                "name": "Linter config",
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                "points": 0,
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              {
                "key": "pre_commit_hooks",
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              {
                "key": "editorconfig",
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              {
                "key": "openssf_scorecard_ci_tests",
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            ]
          },
          {
            "key": "documentation",
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            "notes": [],
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                "key": "documentation_directory",
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              {
                "key": "documentation_homepage_site",
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                "key": "wiki",
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            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
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      {
        "key": "security",
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                "code": "excluded_no_data",
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                }
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            "value": 49,
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                "key": "branch_protection",
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                "key": "dependency_update_tool",
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              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "key": "license",
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
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                "key": "packaging",
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                "key": "pinned_dependencies",
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                "key": "sast",
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                "key": "security_policy",
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                "key": "signed_releases",
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                ],
                "max_points": 7.5
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                "key": "token_permissions",
                "name": "Token-Permissions",
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                "status": "excluded",
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                    "code": "no_data",
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                ],
                "max_points": 7.5
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                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
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            "notes": [
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                "code": "jurisdiction_evidence_limits",
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            "value": 100,
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                "key": "policy_exposure_multiplier",
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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            "inputs": {
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                "key": "agent_instructions",
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                "key": "machine_readable_docs_llms_txt",
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                "status": "missed",
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                "max_points": 40
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          },
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            "key": "ai_verify_loop",
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            "notes": [],
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            "components": [
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                "key": "one_command_bootstrap",
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                "key": "automated_tests",
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                "key": "static_type_checking",
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                "key": "reproducible_environment",
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                "key": "demonstrated_agent_practice",
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                "status": "missed",
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                "key": "automated_maintenance",
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                "key": "openssf_scorecard_pinned_dependencies",
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                "key": "manageable_file_sizes",
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        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "pypi package 'kagglesdk' points at a different repository (https://github.com/Kaggle/kagglesdk); excluded from ecosystem scoring",
    "deps.dev does not index pypi:kagglesdk@0.1.35; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-23T00:16:15.818561Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/k/Kaggle/kaggle-sdk-python.svg",
  "full_name": "Kaggle/kaggle-sdk-python",
  "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 v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.