Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 02:42 UTC

ucbds-infra / otter-grader

A Python and R autograding solution

PythonBSD-3-Clause★ 157 Sterne⑂ 78 Forksseit Sept. 2019Auf GitHub ansehen ↗

ucbds-infra/otter-grader erreicht einen Gesundheitsindex von 70 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (80/100) ab, am schwächsten bei AI Readiness (43/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

70
gesamt / 100
Gut

Software-Gesundheitsindex

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

70
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

10 Follower14 öffentliche Reposseit Sept. 2019

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIotter-grader7.0.0-197vor 0 Tagen

Metriken nach Kategorie

Vitalität

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

80Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
16.6/36Commit-Rhythmus — 24/52 Wochen mit Commits
15.3/18Commit-Volumen — 50 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 19 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year50
human_commit_share0,53
days_since_last_push0
active_weeks_last_year24
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 69,7 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count100
latest_release_tagv7.0.0
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases69,7

Community & Verbreitung

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

68Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
35.6/60Stars — 157 Stars
15.7/25Forks — 78 Forks
2.7/15Watcher — 4 Watcher
Verwendete Eingangsdaten
forks78
stars157
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (BSD-3-Clause)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

65Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
1.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 93 % der Commits
13.5/13.5Breite der Beitragenden — 37 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 20 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled37
top_contributor_share0,929
Wie die Bewertung erfolgt
44.7/46.8Issue-Lösungsquote — 96 % der Issues geschlossen
35.3/38.3PR-Annahme — 519/562 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/7 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs519
open_issues19
closed_issues417
issue_closed_ratio0,956
closed_unmerged_prs43
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
7.5/25Reichweite des Inhabers — 10 Follower von ucbds-infra
20.6/25Kontohistorie — 14 öffentliche Repos, Kontoalter ca. 6 Jahre
Verwendete Eingangsdaten
followers10
owner_typeOrganization
is_verified
owner_loginucbds-infra
public_repos14
account_age_days2.514

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 197 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesotter-grader
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

76Gut · 20 % 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
18/20OpenSSF Scorecard: CI-Tests — 24 out of 25 merged PRs checked by a CI test -- score normalized to 9
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://otter-grader.readthedocs.io
10/10Repository-Beschreibung
10/10Topics — 8 Topics
0/10Wiki
Verwendete Eingangsdaten
topicspython, jupyter-notebooks, jupyter, jupyter-notebook, autograder, autograding, r, rmd
has_wikinein
homepagehttps://otter-grader.readthedocs.io
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

59Mittel · 16 % des Gesamtindex

Sicherheitslage

49Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.2/2.5CI-Tests — 24 out of 25 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
0/7.5Code-Review — Found 0/7 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 20 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 — 19 commit(s) and 3 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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories3
affected_packages1
assessed_packages166
unassessed_packages4
affected_by_severitycritical 1
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 166 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 4 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

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

43Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
20.1/40Lesbare Commit-Historie — 20 von 53 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,377
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile, docs/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
8/8Automatisierte Wartung — 39 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespoetry.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile, docs/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,39
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/213 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes30.176
source_files_sampled213
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, notebooks
Verwendete Eingangsdaten
example_dirsexamples, notebooks
has_mcp_signalnein
api_schema_files

Eckdaten

157GitHub-Sterne
37Mitwirkende
50Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
19offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:otter-grader@7.0.0; advisories assessed against the repository dependency graph instead

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 78 ⇿
0Sterne
78Forks
99Releases

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.

01325385063757542020-012023-042026-06
Major 5Minor 17Patch 66

Jeder Punkt umfasst 6 Tage.

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 · 2026-07-27 02:42 UTC

10Binary-Artifactsno binaries found in the repo
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
9CI-Tests24 out of 25 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/7 approved changesets -- score normalized to 0
10Contributorsproject has 20 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained19 commit(s) and 3 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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direkte Abhängigkeiten 24
RegistryPaketVersionsvorgabeManifest
PyPIclick^8.1.7pyproject.toml
PyPIdill>=0.3.0pyproject.toml
PyPIfica>=0.4.1pyproject.toml
PyPIgoogle-api-python-client*pyproject.toml
PyPIgoogle-auth-oauthlib*pyproject.toml
PyPIsix*pyproject.toml
PyPIgspread*pyproject.toml
PyPIipykernel*pyproject.toml
PyPIipylab^1.0.0pyproject.toml
PyPIipython*pyproject.toml
PyPIipywidgets^8.1.5pyproject.toml
PyPIjinja2^3.1pyproject.toml
PyPIjupyter_client*pyproject.toml
PyPIjupytext^1.19.3pyproject.toml
PyPInbconvert>=6.0.0pyproject.toml
PyPInbformat>=5.0.0pyproject.toml
PyPIpandas>=2.0.0pyproject.toml
PyPIpypdf*pyproject.toml
PyPIpython-frontmatter^1.3.0pyproject.toml
PyPIpython-on-whales>=0.72.0,<1.0.0pyproject.toml
PyPIpyyaml^6pyproject.toml
PyPIrequests^2.31pyproject.toml
PyPIrpy2^3.5.16pyproject.toml
PyPIwrapt^1.16.0pyproject.toml
Alle Abhängigkeiten 170

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 24 direkte und 146 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIclick8.4.2direkt
PyPIdill0.4.1direkt
PyPIfica0.4.1direkt
PyPIgoogle-api-python-client2.198.0direkt
PyPIgoogle-auth-oauthlib1.4.0direkt
PyPIgspread6.2.1direkt
PyPIipykernel7.3.0direkt
PyPIipylab1.1.0direkt
PyPIipython8.39.0direkt
PyPIipywidgets8.1.8direkt
PyPIjinja23.1.6direkt
PyPIjupyter-client8.9.1direkt
PyPIjupytext1.19.5direkt
PyPInbconvert7.17.1direkt
PyPInbformat5.10.4direkt
PyPIpandas2.3.3direkt
PyPIpypdf6.14.2direkt
PyPIpython-frontmatter1.3.0direkt
PyPIpython-on-whales0.81.0direkt
PyPIpyyaml6.0.3direkt
PyPIrequests2.34.2direkt
PyPIrpy23.6.7direkt
PyPIsix1.17.0direkt
PyPIwrapt1.17.3direkt
PyPIaccessible-pygments0.0.5indirekt
PyPIalabaster1.0.0indirekt
PyPIannotated-types0.8.0indirekt
PyPIappnope0.1.4indirekt
PyPIasttokens3.0.2indirekt
PyPIattrs26.1.0indirekt
PyPIbabel2.18.0indirekt
PyPIbackports-tarfile1.2.0indirekt
PyPIbeautifulsoup44.15.0indirekt
PyPIblack24.10.0indirekt
PyPIbleach6.4.0indirekt
PyPIcertifi2026.7.22indirekt
PyPIcffi2.1.0indirekt
PyPIcharset-normalizer3.4.9indirekt
PyPIcolorama0.4.6indirekt
PyPIcomm0.2.3indirekt
PyPIcontourpy1.3.2indirekt
PyPIcoverage7.15.2indirekt
PyPIcryptography49.0.0indirekt
PyPIcycler0.12.1indirekt
PyPIdebugpy1.8.21indirekt
PyPIdecorator5.3.1indirekt
PyPIdefusedxml0.7.1indirekt
PyPIdocutils0.21.2indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIexecuting2.2.1indirekt
PyPIfastjsonschema2.22.0indirekt
PyPIfonttools4.63.0indirekt
PyPIgoogle-api-core2.33.0indirekt
PyPIgoogle-auth2.56.2indirekt
PyPIgoogle-auth-httplib20.4.0indirekt
PyPIgoogleapis-common-protos1.75.0indirekt
PyPIgreenlet3.5.4indirekt
PyPIhttplib20.32.0indirekt
PyPIid1.6.1indirekt
PyPIidna3.18indirekt
PyPIimagesize1.5.0indirekt
PyPIimportlib-metadata9.0.0indirekt
PyPIiniconfig2.3.0indirekt
PyPIisort5.13.2indirekt
PyPIjaraco-classes3.4.0indirekt
PyPIjaraco-context6.1.2indirekt
PyPIjaraco-functools4.6.0indirekt
PyPIjedi0.20.0indirekt
PyPIjeepney0.9.0indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIjupyter-core5.9.1indirekt
PyPIjupyterlab-pygments0.3.0indirekt
PyPIjupyterlab-widgets3.0.16indirekt
PyPIkeyring25.7.0indirekt
PyPIkiwisolver1.5.0indirekt
PyPImarkdown3.10.2indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImatplotlibindirekt
PyPImatplotlib3.10.9indirekt
PyPImatplotlib-inline0.2.2indirekt
PyPImdit-py-plugins0.6.1indirekt
PyPImdurl0.1.2indirekt
PyPImistune3.3.4indirekt
PyPImore-itertools11.1.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInbclient0.11.0indirekt
PyPInest-asyncio21.7.2indirekt
PyPInh30.3.6indirekt
PyPInumpyindirekt
PyPInumpy2.2.6indirekt
PyPIoauthlib3.3.1indirekt
PyPIpackaging26.2indirekt
PyPIpandocfilters1.5.1indirekt
PyPIparso0.8.7indirekt
PyPIpathspec1.1.1indirekt
PyPIpbr7.0.3indirekt
PyPIpexpect4.9.0indirekt
PyPIpillow12.3.0indirekt
PyPIplatformdirs4.11.0indirekt
PyPIplaywright1.61.0indirekt
PyPIpluggy1.6.0indirekt
PyPIprompt-toolkit3.0.53indirekt
PyPIproto-plus1.28.2indirekt
PyPIprotobuf7.35.1indirekt
PyPIpsutil7.2.2indirekt
PyPIptyprocess0.7.0indirekt
PyPIpure-eval0.2.3indirekt
PyPIpyasn10.6.4indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpycparser3.0indirekt
PyPIpydantic2.13.4indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpydata-sphinx-theme0.19.0indirekt
PyPIpyee13.0.1indirekt
PyPIpygments2.20.0indirekt
PyPIpyparsing3.3.2indirekt
PyPIpytest9.1.1indirekt
PyPIpytest-html4.2.0indirekt
PyPIpytest-metadata3.1.1indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpytz2026.3.post1indirekt
PyPIpywin32-ctypes0.2.3indirekt
PyPIpyzmq27.1.0indirekt
PyPIreadme-renderer45.0indirekt
PyPIreferencing0.37.0indirekt
PyPIrequests-oauthlib2.0.0indirekt
PyPIrequests-toolbelt1.0.0indirekt
PyPIresponses0.26.2indirekt
PyPIrfc39862.0.0indirekt
PyPIrich15.0.0indirekt
PyPIripgrep-python0.1.0indirekt
PyPIrpds-py0.30.0indirekt
PyPIrpy2-rinterface3.6.6indirekt
PyPIrpy2-robjects3.6.5indirekt
PyPIsecretstorage3.5.0indirekt
PyPIsetuptools83.0.0indirekt
PyPIsnowballstemmer3.1.1indirekt
PyPIsoupsieve2.9.1indirekt
PyPIsphinx8.1.3indirekt
PyPIsphinx-book-theme1.1.0indirekt
PyPIsphinx-click6.2.0indirekt
PyPIsphinx-markdown-tables0.0.17indirekt
PyPIsphinxcontrib-apidoc0.6.0indirekt
PyPIsphinxcontrib-applehelp2.0.0indirekt
PyPIsphinxcontrib-devhelp2.0.0indirekt
PyPIsphinxcontrib-htmlhelp2.1.0indirekt
PyPIsphinxcontrib-jsmath1.0.1indirekt
PyPIsphinxcontrib-qthelp2.0.0indirekt
PyPIsphinxcontrib-serializinghtml2.0.0indirekt
PyPIstack-data0.6.3indirekt
PyPIstatsmodelsindirekt
PyPItinycss21.5.1indirekt
PyPItomli2.4.1indirekt
PyPItornado6.5.7indirekt
PyPItqdmindirekt
PyPItqdm4.69.1indirekt
PyPItraitlets5.15.1indirekt
PyPItwine6.2.0indirekt
PyPItyping-extensions4.16.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2026.3indirekt
PyPItzlocal5.4.4indirekt
PyPIuritemplate4.2.0indirekt
PyPIurllib32.7.0indirekt
PyPIwcwidth0.8.2indirekt
PyPIwebencodings0.5.1indirekt
PyPIwidgetsnbextension4.0.15indirekt
PyPIzipp4.1.0indirekt
Abhängigkeits-Advisories 1

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 166 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 1 tragen bekannte Advisories, davon 0 direkte. 4 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
black24.10.0indirektkritisch326.3.1

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

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "jupyter-notebooks",
        "jupyter",
        "jupyter-notebook",
        "autograder",
        "autograding",
        "r",
        "rmd"
      ],
      "is_fork": false,
      "size_kb": 52032,
      "has_wiki": false,
      "homepage": "https://otter-grader.readthedocs.io",
      "languages": {
        "R": 14665,
        "Jinja": 2605,
        "Shell": 25542,
        "Python": 654593,
        "Makefile": 1267,
        "Dockerfile": 978
      },
      "pushed_at": "2026-07-27T02:41:55Z",
      "created_at": "2019-09-13T23:40:57Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T02:39:26Z",
      "description": "A Python and R autograding solution",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "BSD-3-Clause",
      "default_branch": "master",
      "license_spdx_raw": "BSD-3-Clause",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Infrastructure Team",
      "type": "Organization",
      "login": "ucbds-infra",
      "company": null,
      "location": null,
      "followers": 10,
      "avatar_url": "https://avatars.githubusercontent.com/u/55034591?v=4",
      "created_at": "2019-09-07T20:57:54Z",
      "is_verified": null,
      "public_repos": 14,
      "account_age_days": 2514
    },
    "license": {
      "state": "standard",
      "spdx_id": "BSD-3-Clause",
      "raw_spdx": "BSD-3-Clause",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v7.0.0",
          "kind": "major",
          "published_at": "2026-07-27T02:41:15Z"
        },
        {
          "tag": "v6.1.6",
          "kind": "patch",
          "published_at": "2025-09-20T19:49:09Z"
        },
        {
          "tag": "v6.1.5",
          "kind": "patch",
          "published_at": "2025-09-16T19:13:44Z"
        },
        {
          "tag": "v6.1.4",
          "kind": "patch",
          "published_at": "2025-08-24T02:04:48Z"
        },
        {
          "tag": "v6.1.3",
          "kind": "patch",
          "published_at": "2025-05-01T04:24:50Z"
        },
        {
          "tag": "v6.1.2",
          "kind": "patch",
          "published_at": "2025-03-28T21:40:19Z"
        },
        {
          "tag": "v6.1.1",
          "kind": "patch",
          "published_at": "2025-03-02T20:14:42Z"
        },
        {
          "tag": "v6.1.0",
          "kind": "minor",
          "published_at": "2025-01-27T00:38:20Z"
        },
        {
          "tag": "v6.0.5",
          "kind": "patch",
          "published_at": "2025-01-24T16:06:55Z"
        },
        {
          "tag": "v6.0.4",
          "kind": "patch",
          "published_at": "2024-11-07T04:03:23Z"
        },
        {
          "tag": "v6.0.3",
          "kind": "patch",
          "published_at": "2024-10-30T23:16:06Z"
        },
        {
          "tag": "v6.0.2",
          "kind": "patch",
          "published_at": "2024-10-27T04:49:24Z"
        },
        {
          "tag": "v6.0.1",
          "kind": "patch",
          "published_at": "2024-10-26T18:59:10Z"
        },
        {
          "tag": "v6.0.0",
          "kind": "major",
          "published_at": "2024-10-26T02:52:01Z"
        },
        {
          "tag": "v5.7.1",
          "kind": "patch",
          "published_at": "2024-10-03T00:52:01Z"
        },
        {
          "tag": "v5.7.0",
          "kind": "minor",
          "published_at": "2024-10-01T20:00:25Z"
        },
        {
          "tag": "v5.6.0",
          "kind": "minor",
          "published_at": "2024-08-28T00:44:44Z"
        },
        {
          "tag": "v5.5.0",
          "kind": "minor",
          "published_at": "2024-03-09T19:04:25Z"
        },
        {
          "tag": "v5.4.1",
          "kind": "patch",
          "published_at": "2024-02-14T04:17:24Z"
        },
        {
          "tag": "v5.4.0",
          "kind": "minor",
          "published_at": "2024-02-05T03:20:42Z"
        },
        {
          "tag": "v5.3.0",
          "kind": "minor",
          "published_at": "2024-01-27T21:16:38Z"
        },
        {
          "tag": "v5.2.3",
          "kind": "patch",
          "published_at": "2024-01-17T05:14:51Z"
        },
        {
          "tag": "v5.2.2",
          "kind": "patch",
          "published_at": "2023-10-01T14:40:42Z"
        },
        {
          "tag": "v5.2.1",
          "kind": "patch",
          "published_at": "2023-09-30T15:27:12Z"
        },
        {
          "tag": "v5.2.0",
          "kind": "minor",
          "published_at": "2023-09-29T19:24:26Z"
        },
        {
          "tag": "v5.1.4",
          "kind": "patch",
          "published_at": "2023-09-09T20:39:12Z"
        },
        {
          "tag": "v5.1.3",
          "kind": "patch",
          "published_at": "2023-08-24T02:36:46Z"
        },
        {
          "tag": "v5.1.2",
          "kind": "patch",
          "published_at": "2023-08-18T21:53:20Z"
        },
        {
          "tag": "v5.1.1",
          "kind": "patch",
          "published_at": "2023-08-12T03:50:36Z"
        },
        {
          "tag": "v5.1.0",
          "kind": "minor",
          "published_at": "2023-08-06T03:44:09Z"
        },
        {
          "tag": "v5.0.2",
          "kind": "patch",
          "published_at": "2023-07-28T01:46:50Z"
        },
        {
          "tag": "v5.0.1",
          "kind": "patch",
          "published_at": "2023-07-19T03:36:53Z"
        },
        {
          "tag": "v5.0.0",
          "kind": "major",
          "published_at": "2023-07-18T03:45:47Z"
        },
        {
          "tag": "v4.4.1",
          "kind": "patch",
          "published_at": "2023-07-08T20:33:21Z"
        },
        {
          "tag": "v4.4.0",
          "kind": "minor",
          "published_at": "2023-07-06T03:08:44Z"
        },
        {
          "tag": "v4.3.4",
          "kind": "patch",
          "published_at": "2023-06-21T05:13:15Z"
        },
        {
          "tag": "v4.3.3",
          "kind": "patch",
          "published_at": "2023-06-15T18:38:28Z"
        },
        {
          "tag": "v4.3.2",
          "kind": "patch",
          "published_at": "2023-04-09T02:13:02Z"
        },
        {
          "tag": "v4.3.1",
          "kind": "patch",
          "published_at": "2023-02-14T04:08:09Z"
        },
        {
          "tag": "v4.3.0",
          "kind": "minor",
          "published_at": "2023-02-04T18:14:15Z"
        },
        {
          "tag": "v4.2.1",
          "kind": "patch",
          "published_at": "2022-12-17T05:24:45Z"
        },
        {
          "tag": "v4.2.0",
          "kind": "minor",
          "published_at": "2022-11-06T18:23:49Z"
        },
        {
          "tag": "v4.1.2",
          "kind": "patch",
          "published_at": "2022-11-03T00:41:09Z"
        },
        {
          "tag": "v4.1.1",
          "kind": "patch",
          "published_at": "2022-11-01T03:06:34Z"
        },
        {
          "tag": "v4.1.0",
          "kind": "minor",
          "published_at": "2022-10-11T02:26:09Z"
        },
        {
          "tag": "v4.0.2",
          "kind": "patch",
          "published_at": "2022-09-20T04:35:21Z"
        },
        {
          "tag": "v4.0.1",
          "kind": "patch",
          "published_at": "2022-08-30T01:27:10Z"
        },
        {
          "tag": "v4.0.0",
          "kind": "major",
          "published_at": "2022-08-20T23:50:43Z"
        },
        {
          "tag": "v4.0.0.b0",
          "kind": "other",
          "published_at": "2022-08-10T04:39:56Z"
        },
        {
          "tag": "3.3.0",
          "kind": "minor",
          "published_at": "2022-05-24T00:51:57Z"
        },
        {
          "tag": "3.2.1",
          "kind": "patch",
          "published_at": "2022-01-02T05:21:06Z"
        },
        {
          "tag": "3.2.0",
          "kind": "minor",
          "published_at": "2021-11-11T04:52:01Z"
        },
        {
          "tag": "3.1.4",
          "kind": "patch",
          "published_at": "2021-09-18T06:13:46Z"
        },
        {
          "tag": "3.1.3",
          "kind": "patch",
          "published_at": "2021-09-12T18:33:09Z"
        },
        {
          "tag": "3.1.2",
          "kind": "patch",
          "published_at": "2021-09-10T02:35:20Z"
        },
        {
          "tag": "3.1.1",
          "kind": "patch",
          "published_at": "2021-09-07T20:50:28Z"
        },
        {
          "tag": "3.1.0",
          "kind": "minor",
          "published_at": "2021-09-04T21:02:25Z"
        },
        {
          "tag": "3.0.6",
          "kind": "patch",
          "published_at": "2021-08-28T23:49:16Z"
        },
        {
          "tag": "3.0.5",
          "kind": "patch",
          "published_at": "2021-08-28T23:29:25Z"
        },
        {
          "tag": "3.0.4",
          "kind": "patch",
          "published_at": "2021-08-27T05:16:36Z"
        },
        {
          "tag": "3.0.3",
          "kind": "patch",
          "published_at": "2021-08-25T19:24:20Z"
        },
        {
          "tag": "3.0.2",
          "kind": "patch",
          "published_at": "2021-08-24T05:09:16Z"
        },
        {
          "tag": "3.0.1",
          "kind": "patch",
          "published_at": "2021-08-22T19:07:21Z"
        },
        {
          "tag": "3.0.0",
          "kind": "major",
          "published_at": "2021-08-22T04:14:36Z"
        },
        {
          "tag": "3.0.0.b3",
          "kind": "other",
          "published_at": "2021-08-21T03:42:13Z"
        },
        {
          "tag": "2.2.7",
          "kind": "patch",
          "published_at": "2021-08-19T00:51:22Z"
        },
        {
          "tag": "3.0.0.b2",
          "kind": "other",
          "published_at": "2021-08-17T05:48:07Z"
        },
        {
          "tag": "3.0.0.b1",
          "kind": "other",
          "published_at": "2021-08-15T20:39:28Z"
        },
        {
          "tag": "3.0.0.b0",
          "kind": "other",
          "published_at": "2021-08-13T05:43:35Z"
        },
        {
          "tag": "2.2.6",
          "kind": "patch",
          "published_at": "2021-08-12T17:48:52Z"
        },
        {
          "tag": "2.2.5",
          "kind": "patch",
          "published_at": "2021-08-07T06:26:31Z"
        },
        {
          "tag": "2.2.4",
          "kind": "patch",
          "published_at": "2021-07-04T20:53:29Z"
        },
        {
          "tag": "2.2.3",
          "kind": "patch",
          "published_at": "2021-07-03T05:51:53Z"
        },
        {
          "tag": "2.2.2",
          "kind": "patch",
          "published_at": "2021-06-17T16:55:30Z"
        },
        {
          "tag": "2.2.1",
          "kind": "patch",
          "published_at": "2021-06-04T23:01:58Z"
        },
        {
          "tag": "2.2.0",
          "kind": "minor",
          "published_at": "2021-05-30T22:00:55Z"
        },
        {
          "tag": "2.1.8",
          "kind": "patch",
          "published_at": "2021-05-30T03:54:30Z"
        },
        {
          "tag": "2.1.7",
          "kind": "patch",
          "published_at": "2021-05-03T23:48:22Z"
        },
        {
          "tag": "2.1.6",
          "kind": "patch",
          "published_at": "2021-04-03T20:54:54Z"
        },
        {
          "tag": "2.1.5",
          "kind": "patch",
          "published_at": "2021-03-18T21:47:21Z"
        },
        {
          "tag": "2.1.3",
          "kind": "patch",
          "published_at": "2021-02-05T03:13:57Z"
        },
        {
          "tag": "2.1.2",
          "kind": "patch",
          "published_at": "2021-02-03T16:54:21Z"
        },
        {
          "tag": "2.1.1",
          "kind": "patch",
          "published_at": "2021-01-25T23:39:53Z"
        },
        {
          "tag": "2.1.0",
          "kind": "minor",
          "published_at": "2021-01-25T18:47:51Z"
        },
        {
          "tag": "2.0.8",
          "kind": "patch",
          "published_at": "2021-01-25T04:16:43Z"
        },
        {
          "tag": "2.0.7",
          "kind": "patch",
          "published_at": "2021-01-23T22:48:03Z"
        },
        {
          "tag": "2.0.6",
          "kind": "patch",
          "published_at": "2021-01-22T07:38:22Z"
        },
        {
          "tag": "2.0.5",
          "kind": "patch",
          "published_at": "2021-01-18T06:26:38Z"
        },
        {
          "tag": "2.0.4",
          "kind": "patch",
          "published_at": "2021-01-17T21:39:19Z"
        },
        {
          "tag": "2.0.3",
          "kind": "patch",
          "published_at": "2021-01-17T19:05:25Z"
        },
        {
          "tag": "2.0.2",
          "kind": "patch",
          "published_at": "2021-01-17T04:37:39Z"
        },
        {
          "tag": "2.0.1",
          "kind": "patch",
          "published_at": "2021-01-16T18:03:44Z"
        },
        {
          "tag": "2.0.0",
          "kind": "major",
          "published_at": "2021-01-15T22:50:47Z"
        },
        {
          "tag": "2.0.0.b6",
          "kind": "other",
          "published_at": "2021-01-05T09:01:20Z"
        },
        {
          "tag": "2.0.0.b5",
          "kind": "other",
          "published_at": "2021-01-01T00:51:55Z"
        },
        {
          "tag": "2.0.0.b4",
          "kind": "other",
          "published_at": "2020-12-29T02:27:21Z"
        },
        {
          "tag": "2.0.0.b3",
          "kind": "other",
          "published_at": "2020-12-21T17:00:40Z"
        },
        {
          "tag": "2.0.0.b1",
          "kind": "other",
          "published_at": "2020-12-21T00:50:03Z"
        },
        {
          "tag": "1.1.6",
          "kind": "patch",
          "published_at": "2020-12-02T17:41:16Z"
        },
        {
          "tag": "2.0.0.b0",
          "kind": "other",
          "published_at": "2020-11-23T02:55:17Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "9994d7a376f085fd996f1a373e534cc553682962",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Release v7.0.0 (#1013)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-27T02:41:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e348943d4bda73787ae1083f9de476a6e0957cac",
          "body": null,
          "is_bot": false,
          "headline": "upgrade twine",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-07-27T02:39:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3879b9f756b4e88d82babda2f6e2432a123fb19d",
          "body": null,
          "is_bot": false,
          "headline": "fixing release action",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-07-27T02:34:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c46f12514dbce0580141e35fb66cabdc071402c",
          "body": null,
          "is_bot": false,
          "headline": "fixing release action",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-07-27T02:30:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d34209cf5cb10d8b3bf67300b4fb9d56a669fc21",
          "body": null,
          "is_bot": false,
          "headline": "fixing release action",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-07-27T02:29:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "016086ed61a44fbad0b1d70f4f24ec41cf0cf086",
          "body": null,
          "is_bot": false,
          "headline": "update release.py to find files with ripgrep",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-07-27T02:22:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "831f806d5a43f4e29f97fc2d963cbf2e4b17f80a",
          "body": "* Drop support for Python 3.9 and add python-frontmatter dep (#999)\n\n* Drop support for Python 3.9 and add python-frontmatter dep\n\n* add testing for 3.14 and 3.15\n\n* remove testing 3.15 since it's pre-release\n\n* remove 3.14\n\n* Only install latex/pandoc in grading container if PDF generation is enabl\n[…]\ngnments\n\n* add quarto to environment\n\n* add quarto to environment\n\n* add check for ottr>=1.6.0 in qmd grading\n\n* fix syntax for mamba config set\n\n* fix R grading image builds\n\n* cleanup\n\n* poetry lock",
          "is_bot": false,
          "headline": "v7 changes (#1012)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-07-27T01:23:10Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "80b13090856df3634ffd198c51b28ecc88298ba9",
          "body": "Bumps [httplib2](https://github.com/httplib2/httplib2) from 0.22.0 to 0.32.0.\n- [Changelog](https://github.com/httplib2/httplib2/blob/master/CHANGELOG)\n- [Commits](https://github.com/httplib2/httplib2/compare/v0.22.0...v0.32.0)\n\n---\nupdated-dependencies:\n- dependency-name: httplib2\n  dependency-version: 0.32.0\n  dependency-type: indirect\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": "Bump httplib2 from 0.22.0 to 0.32.0 (#1010)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T02:12:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08f362bdfd86c6f3a279222623891c5c10d21fa0",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.13.3 to 6.14.2.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.13.3...6.14.2)\n\n---\nupdated-dependencies:\n- de\n[…]\nndency-version: 6.14.2\n  dependency-type: direct:production\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": "Bump pypdf from 6.13.3 to 6.14.2 (#1011)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T01:55:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4c94e1bf633d68e16a2705c8849ce590561a5b10",
          "body": "Bumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.3 to 0.6.4.\n- [Release notes](https://github.com/pyasn1/pyasn1/releases)\n- [Changelog](https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst)\n- [Commits](https://github.com/pyasn1/pyasn1/compare/v0.6.3...v0.6.4)\n\n---\nupdated-dependencies:\n- \n[…]\nsn1\n  dependency-version: 0.6.4\n  dependency-type: indirect\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": "Bump pyasn1 from 0.6.3 to 0.6.4 (#1009)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-25T01:46:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5cb59d6c66b388da3336124510dbee7003827009",
          "body": "Bumps [soupsieve](https://github.com/facelessuser/soupsieve) from 2.6 to 2.8.4.\n- [Release notes](https://github.com/facelessuser/soupsieve/releases)\n- [Commits](https://github.com/facelessuser/soupsieve/compare/2.6...2.8.4)\n\n---\nupdated-dependencies:\n- dependency-name: soupsieve\n  dependency-version: 2.8.4\n  dependency-type: indirect\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": "Bump soupsieve from 2.6 to 2.8.4 (#1004)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T19:29:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37b17c31ac1af0abdb27b88da13b89de6af7a12b",
          "body": "Bumps [mistune](https://github.com/lepture/mistune) from 3.2.1 to 3.3.0.\n- [Release notes](https://github.com/lepture/mistune/releases)\n- [Changelog](https://github.com/lepture/mistune/blob/main/docs/changes.rst)\n- [Commits](https://github.com/lepture/mistune/compare/v3.2.1...v3.3.0)\n\n---\nupdated-de\n[…]\nune\n  dependency-version: 3.3.0\n  dependency-type: indirect\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": "Bump mistune from 3.2.1 to 3.3.0 (#1005)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-14T19:09:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9737c6bd5225fbe81c0a13745d93382f02ecc49d",
          "body": null,
          "is_bot": false,
          "headline": "Use cloudflare cdn for polyfill instead of polyfill.io (#998)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-06-24T02:37:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e0b80a1e14a0467799ad0fa92703fe0a8c43579",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.12.0 to 6.13.3 (#997)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T17:00:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f643381cc78fffaa6d368c84cfe2561b2bc33e41",
          "body": null,
          "is_bot": true,
          "headline": "Bump tornado from 6.5.6 to 6.5.7 (#996)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T16:50:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01c0fcd732380cc06489abf8f044e50bede540d3",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.10.2 to 6.12.0 (#993)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T16:50:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62c3d5444defeee9eed02cb3c5064e6c5604e448",
          "body": "Bumps [tornado](https://github.com/tornadoweb/tornado) from 6.5.5 to 6.5.6.\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.5...v6.5.6)\n\n---\nupdated-dependencies:\n- dependency-name: tornado\n  dependency-version: 6.5.6\n  dependency-type: indirect\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": "Bump tornado from 6.5.5 to 6.5.6 (#994)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-12T20:32:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "433dbef1f3f08f3f1793b58f673ff0782a057a79",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.10 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.10...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\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": "Bump idna from 3.10 to 3.15 (#992)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-19T19:03:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a30419d90cdbeaed36aff66cc3f23086ccd663e",
          "body": "Bumps [mistune](https://github.com/lepture/mistune) from 3.0.2 to 3.2.1.\n- [Release notes](https://github.com/lepture/mistune/releases)\n- [Changelog](https://github.com/lepture/mistune/blob/main/docs/changes.rst)\n- [Commits](https://github.com/lepture/mistune/compare/v3.0.2...v3.2.1)\n\n---\nupdated-de\n[…]\nune\n  dependency-version: 3.2.1\n  dependency-type: indirect\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": "Bump mistune from 3.0.2 to 3.2.1 (#991)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-10T17:02:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "922ae8feb71eb66766ea62be83e027b504b8d690",
          "body": "Bumps [nbconvert](https://github.com/jupyter/nbconvert) from 7.17.0 to 7.17.1.\n- [Release notes](https://github.com/jupyter/nbconvert/releases)\n- [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jupyter/nbconvert/compare/v7.17.0...v7.17.1)\n\n---\n\n[…]\nndency-version: 7.17.1\n  dependency-type: direct:production\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": "Bump nbconvert from 7.17.0 to 7.17.1 (#990)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-21T19:15:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d69778a7a05da1a918cff76a6b1a2cf71a1eacb9",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.10.1 to 6.10.2 (#988)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-16T23:47:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06d596ec4d3b57f6b303c3b651af0d76cb6c38e5",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.10.0 to 6.10.1 (#987)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-15T21:58:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c5b550366206027acbac1752318c83f78df1164",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.9.2 to 6.10.0.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.9.2...6.10.0)\n\n---\nupdated-dependencies:\n- depe\n[…]\nndency-version: 6.10.0\n  dependency-type: direct:production\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": "Bump pypdf from 6.9.2 to 6.10.0 (#986)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-12T15:42:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b4af9fb0c12fcfb95bb7f6307c047cc6a2daf48a",
          "body": "Bumps [pygments](https://github.com/pygments/pygments) from 2.18.0 to 2.20.0.\n- [Release notes](https://github.com/pygments/pygments/releases)\n- [Changelog](https://github.com/pygments/pygments/blob/master/CHANGES)\n- [Commits](https://github.com/pygments/pygments/compare/2.18.0...2.20.0)\n\n---\nupdate\n[…]\nts\n  dependency-version: 2.20.0\n  dependency-type: indirect\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": "Bump pygments from 2.18.0 to 2.20.0 (#984)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-01T22:41:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a1256e2e4c5a64984ed292b3bd45101a7a471dac",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.9.1 to 6.9.2 (#983)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-25T23:39:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a18673ef533a8da0f342d45f1656a9a4c26b440c",
          "body": "Bumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.2 to 0.6.3.\n- [Release notes](https://github.com/pyasn1/pyasn1/releases)\n- [Changelog](https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst)\n- [Commits](https://github.com/pyasn1/pyasn1/compare/v0.6.2...v0.6.3)\n\n---\nupdated-dependencies:\n- \n[…]\nsn1\n  dependency-version: 0.6.3\n  dependency-type: indirect\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": "Bump pyasn1 from 0.6.2 to 0.6.3 (#981)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-18T23:14:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b026f04c6293df7ae0bbc1fa2f587fbadbcd5fb",
          "body": "Bumps [tornado](https://github.com/tornadoweb/tornado) from 6.5.1 to 6.5.5.\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.5.1...v6.5.5)\n\n---\nupdated-dependencies:\n- dependency-name: tornado\n  dependency-version: 6.5.5\n  dependency-type: indirect\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": "Bump tornado from 6.5.1 to 6.5.5 (#979)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-18T23:13:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4800b5fa944a14d238d5e36f44670f7ffd15093f",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.7.4 to 6.9.1.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.7.4...6.9.1)\n\n---\nupdated-dependencies:\n- depend\n[…]\nendency-version: 6.9.1\n  dependency-type: direct:production\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": "Bump pypdf from 6.7.4 to 6.9.1 (#982)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-18T23:13:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ad61b3f2ac7e4120499f6c39c2e808c88723522d",
          "body": "Bumps [markdown](https://github.com/Python-Markdown/markdown) from 3.7 to 3.8.1.\n- [Release notes](https://github.com/Python-Markdown/markdown/releases)\n- [Changelog](https://github.com/Python-Markdown/markdown/blob/master/docs/changelog.md)\n- [Commits](https://github.com/Python-Markdown/markdown/co\n[…]\nown\n  dependency-version: 3.8.1\n  dependency-type: indirect\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": "Bump markdown from 3.7 to 3.8.1 (#976)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-06T03:13:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e8026f81d13c3ee0fa46eb1d35d47e46f2f720e2",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.6.2 to 6.7.4 (#974)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-03-02T17:06:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "613f35984d97a1f50e6c338f1cb3aa67d2896207",
          "body": "Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 5.29.5 to 5.29.6.\n- [Release notes](https://github.com/protocolbuffers/protobuf/releases)\n- [Commits](https://github.com/protocolbuffers/protobuf/commits)\n\n---\nupdated-dependencies:\n- dependency-name: protobuf\n  dependency-version: 5.29.6\n  dependency-type: indirect\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": "Bump protobuf from 5.29.5 to 5.29.6 (#967)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-10T02:29:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f901672e2e0038efdf1478a9d283fc6e594c0daf",
          "body": "* Bump pyasn1 from 0.6.1 to 0.6.2\n\nBumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.1 to 0.6.2.\n- [Release notes](https://github.com/pyasn1/pyasn1/releases)\n- [Changelog](https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst)\n- [Commits](https://github.com/pyasn1/pyasn1/compare/v0.6.1...v0\n[…]\n-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Chris Pyles <40970945+chrispyles@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump pyasn1 from 0.6.1 to 0.6.2 (#963)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-10T02:29:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "a051eafd7557343cecd3e363a548dfb8f9ea3af8",
          "body": "Bumps [nbconvert](https://github.com/jupyter/nbconvert) from 7.16.4 to 7.17.0.\n- [Release notes](https://github.com/jupyter/nbconvert/releases)\n- [Changelog](https://github.com/jupyter/nbconvert/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/jupyter/nbconvert/compare/v7.16.4...v7.17.0)\n\n---\n\n[…]\nndency-version: 7.17.0\n  dependency-type: direct:production\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": "Bump nbconvert from 7.16.4 to 7.17.0 (#970)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-02-10T02:20:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "eaad05c8db360d22e3c15db2c8cfaae3eb686edd",
          "body": "* trying to fix check formatting workflow\n\n* still trying to fix check formatting\n\n* debugging\n\n* fix typo",
          "is_bot": false,
          "headline": "trying to fix check formatting workflow (#968)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2026-02-06T02:13:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d185ab62f2ac5a1aff4d2fb287b08dd20f21dc8d",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.6.0 to 6.6.2.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.6.0...6.6.2)\n\n---\nupdated-dependencies:\n- depend\n[…]\nendency-version: 6.6.2\n  dependency-type: direct:production\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": "Bump pypdf from 6.6.0 to 6.6.2 (#965)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-28T03:51:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c9879e9f5ca95e6bd6735a1a119d6fddb2911bda",
          "body": "… (#962)",
          "is_bot": false,
          "headline": "fix: Correct multiple typos across documentation and changelog files.…",
          "author_name": "Mohit Singh Sinsniwal",
          "author_login": "sinsniwal",
          "committed_at": "2026-01-16T15:18:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a374dd9cd52e54eb344b2c7058c14ed07a855cb8",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 6.4.0 to 6.6.0 (#961)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-09T20:55:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92e500b40c18c972e848b8adeb62cfb37acbeceb",
          "body": null,
          "is_bot": true,
          "headline": "Bump fonttools from 4.54.1 to 4.60.2 (#960)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-08T20:18:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a08fc304441634412036bf1321c71d87004e500",
          "body": null,
          "is_bot": false,
          "headline": "Handle the notebooks with non-UTF-8 characters exporting. (#958)",
          "author_name": "Olga Perl",
          "author_login": "Heldera",
          "committed_at": "2026-01-08T20:14:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "323acee70396802d07db6ec68616ed944eaa7e2d",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.0 to 2.6.3.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.0...2.6.3)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.6.3\n  dependency-type: indirect\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": "Bump urllib3 from 2.6.0 to 2.6.3 (#959)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-01-08T20:08:54Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0eb0f63b58b5a10ab3a591911f371afa21d7a996",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.5.0 to 2.6.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.5.0...2.6.0)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.6.0\n  dependency-type: indirect\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": "Bump urllib3 from 2.5.0 to 2.6.0 (#956)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-12-06T20:30:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "831b104298405988df99de57b57305479a886900",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.1.3 to 6.4.0.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.1.3...6.4.0)\n\n---\nupdated-dependencies:\n- depend\n[…]\nendency-version: 6.4.0\n  dependency-type: direct:production\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": "Bump pypdf from 6.1.3 to 6.4.0 (#952)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-11-26T18:31:48Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa1b62e9457c20c1d9d0fee876fb6d631273893e",
          "body": null,
          "is_bot": false,
          "headline": "Fix tests for new testthat version (#954)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-11-26T18:21:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "58aa0301ae0f2456d9e5bc50713c146462711ba0",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.0.0 to 6.1.3.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.0.0...6.1.3)\n\n---\nupdated-dependencies:\n- depend\n[…]\nendency-version: 6.1.3\n  dependency-type: direct:production\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": "Bump pypdf from 6.0.0 to 6.1.3 (#950)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-10-23T01:56:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "18970ca55d55fe629163af46ad7d7bbe9f6d5cdf",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.6 (#949)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-20T19:49:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e76ac0d4a74183eb26112a046619aa8f018f7a39",
          "body": "* fix grading image builds due to mamba changes\n\n* pin miniforge and upgrade to ottr 1.5.2\n\n* fix miniforge url\n\n* install rpy2 from conda-forge in grading image",
          "is_bot": false,
          "headline": "Install rpy2 from conda-forge in grading image (#948)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-09-20T19:47:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "048295e99c97f6a0852cc4b58ed834d88f2fa0f1",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.5 (#946)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-09-16T19:14:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8806167eadcb5932abc306257037dd5ea01f8ed",
          "body": null,
          "is_bot": false,
          "headline": "Update README.md",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-09-16T19:12:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4825966dc6f2a95d7e70a612f0e17d1a4a728159",
          "body": "* fix grading image builds due to mamba changes\n\n* pin miniforge and upgrade to ottr 1.5.2\n\n* fix miniforge url",
          "is_bot": false,
          "headline": "Pin miniforge and upgrade to ottr 1.5.2 (#945)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-09-16T19:08:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c7c1fd9395ab2aac3ce7e325230f1ae1a2f8e2f",
          "body": null,
          "is_bot": true,
          "headline": "Bump protobuf from 5.28.3 to 5.29.5 (#940)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-24T02:20:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef5d4cd12422094204022a52d66bac5ac148d4e2",
          "body": null,
          "is_bot": true,
          "headline": "Bump pypdf from 5.0.1 to 6.0.0 (#941)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-24T02:20:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4f82be1c0f0741bd5136bd2259a440d885f535f",
          "body": null,
          "is_bot": true,
          "headline": "Bump requests from 2.32.3 to 2.32.4 (#939)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-24T02:18:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "740a0d6accd642007e037f542e7b5033e6fa9b97",
          "body": null,
          "is_bot": true,
          "headline": "Bump jinja2 from 3.1.5 to 3.1.6 (#922)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-24T02:17:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb78eb8535f4f0046f22c82d622387be8c599416",
          "body": null,
          "is_bot": true,
          "headline": "Bump urllib3 from 2.2.3 to 2.5.0 (#938)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-24T02:17:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0b9b32eb941d6746548b4d6c4c01661d01bbb07",
          "body": "Bumps [tornado](https://github.com/tornadoweb/tornado) from 6.4.2 to 6.5.1.\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.4.2...v6.5.1)\n\n---\nupdated-dependencies:\n- dependency-name: tornado\n  dependency-version: 6.5.1\n  dependency-type: indirect\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": "Bump tornado from 6.4.2 to 6.5.1 (#929)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2025-08-24T02:08:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98119be773b44dabfc26d04b5c70416459d69beb",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.4 (#937)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-08-24T02:06:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f586a1b1be4133a366609aaa47abf159a2a3820",
          "body": "* fix grading image builds due to mamba changes\n\n* restore partial credit behavior for R assignments\n\n* remove pritn",
          "is_bot": false,
          "headline": "Restore pre-v6 R partial credit behavior (#936)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-08-24T02:03:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4bd9dbbf31277e5444fc018e3e4592ef9b5d61cc",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.3 (#926)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-05-01T04:25:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2387523af7e499eac7bdd074a280f455cabfb23",
          "body": "* fix grading image builds due to mamba changes\n\n* fix tests\n\n* source .bashrc\n\n* mamba shell hook",
          "is_bot": false,
          "headline": "Fix grading image builds due to mamba changes (#925)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-05-01T04:23:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f9cb128689d660a2c51d431c171009dd2db6e24",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.2 (#924)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-03-28T21:41:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b8813a09ab998ccee8f77134b0a6d6ec4c0400d",
          "body": null,
          "is_bot": false,
          "headline": "fix bug in Notebook.check_all where it chose the wrong frame (#923)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-03-28T21:39:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "166a1ac0cc41412d02caaef96245110c53cb671c",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.1 (#921)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-03-02T20:15:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01cf2f9303818239d611e3fcd478d07ed1123ea7",
          "body": null,
          "is_bot": false,
          "headline": "only go back 3 frames if there is a wrapt frame (#920)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-03-02T18:54:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e6d6380487f02cd47fc51717cf18a21af871b895",
          "body": null,
          "is_bot": false,
          "headline": "add ability to easily update goldens to tests (#919)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-03-01T01:27:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c2017998315cbcabb42f97295a600c3e42b3dc6",
          "body": "Co-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "release v6.1.0 (#918)",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2025-01-27T00:39:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c5a823fd24528cddc6560546a23f0859b295c2f5",
          "body": null,
          "is_bot": false,
          "headline": "clarify that cell outputs must be included in otter assign notebooks",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-27T00:29:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "939d0f31b3ac75bbc9ff2f4bd2bd8efb35f72560",
          "body": "…alidationg submission zips (#916)",
          "is_bot": false,
          "headline": "emit a warning instead of an error for text written to stderr while v…",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-27T00:16:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0acbe43479f3d9639061cd01081ba571c1d80a08",
          "body": "…914)\n\n* leave solution cell tags in student notebooks\n\n* fixing tests",
          "is_bot": false,
          "headline": "Add tag to student response cells in otter assign student notebook (#…",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-24T20:12:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e070256d2132e5744c0e80cbd3fa310734b58e5",
          "body": null,
          "is_bot": false,
          "headline": "disallow metadata tests for colab notebooks (#913)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-24T19:22:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "226ccc259dceed25a63745c298fbe7e995fc353d",
          "body": null,
          "is_bot": false,
          "headline": "wrap ModuleNotFoundError for otter in run_otter.py (#912)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-24T19:09:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b005c6795e221c18af668c56e840408b43ebd9a4",
          "body": "…nclude (#911)\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* free disk space in CI runs using docker to prevent image build failures\n\n* add comment about \n[…]\ng failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* include manual questions in assignment summary",
          "is_bot": false,
          "headline": "Fix assignment summary in Otter Assign so that manual questions are i…",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-24T19:00:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "733bf06349974d921d01f53573bd1f85949b8955",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' of https://github.com/ucbds-infra/otter-grader",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-24T18:22:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "68d43dc2c8c8a83c4ff278a31e0f8ff454be791e",
          "body": "* release v6.0.4\n\n* Added `liblzma-devel`, `zlib-devel-amzn2-aarch64`, and `zlib` to R grading environment (#908)\n\n* Added , , and  to R grading environment\n\n* add new deps to conda env\n\n* Update CHANGELOG.md\n\n* release v6.0.5 (#909)\n\nCo-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>\n\n---------\n\nCo-authored-by: github-actions <41898282+github-actions[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "Merge v6.0.5 updates into master (#910)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-24T16:17:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4744472af10fc5db6d97e16c7b55095fb034059",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/master'",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-02T05:17:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0a3b23664e16cabddbdb7c8dcb45acaf746ac27",
          "body": "* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* free disk space in CI runs using docker to prevent image build failures\n\n* add comment about source\n\n* reorg \n[…]\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* fix typos",
          "is_bot": false,
          "headline": "Typos (#899)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T21:25:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "060a6be96235d152ef43ff5a095ab26d6331762b",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' of https://github.com/ucbds-infra/otter-grader",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T19:18:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "581bb3ec274be4bee818c859a6dc732b131af37e",
          "body": "* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* free disk space in CI runs using docker to prevent image build failures\n\n* add comment about source\n\n* reorg \n[…]\nernate_file\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds\n\n* debugging failed builds",
          "is_bot": false,
          "headline": "Free disk space before CI runs using docker (#897)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T19:18:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "44129aa3a1699c3f4221443129ae5082c13dd93b",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T19:06:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4add990664b1d2cb356af824f459b54f3ee20ce0",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T18:59:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d125fd6e73d54a41fa050930d5436bbef2d980c1",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T18:58:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b0f5c87d23f919c6e02e9d129498aadbcd7c65b",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T18:46:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "364f4c580fa60f335df6c99fbee9fd4f9bfcc390",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T18:41:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84b10c2807bd7ff07d60c740f8721a04a4fea4fd",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T18:37:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eba239fcc518c126d8a827419513ec7c6749801a",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2025-01-01T18:32:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e8b7106734c9a4cdd94d84561fd4c94d25ef5de",
          "body": null,
          "is_bot": false,
          "headline": "remove alternate_file",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T20:21:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8931a50afe9a6fe2f158933b0b79a25aba04e9cd",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T20:16:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f695e8ce560cceacf783600606e321248e458eb",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T19:55:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86fc144cdc0ec25092c1b6484f117316e842328e",
          "body": null,
          "is_bot": false,
          "headline": "undo gha caching changes since it's already done in conftest.py",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T06:17:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "92686fcd33d15569051305b323230457c3e1742f",
          "body": null,
          "is_bot": false,
          "headline": "reorg workflow, add support for docker gha cache in CI",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T06:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5a8e40437501f418f27c640ae22b79131daa603",
          "body": null,
          "is_bot": false,
          "headline": "add comment about source",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:56:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4680adefea45b435a9a023aae266e10cbdaa865f",
          "body": null,
          "is_bot": false,
          "headline": "free disk space in CI runs using docker to prevent image build failures",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:51:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3404476cae3a0fe46e3d018cde2582eab18cfc7",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:31:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1bc3a139726d7b597583914f12d6a98d81f16d07",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:30:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a0bf563f95683996e16c260b0e645bec9acb3ff",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:26:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1d93b9be022000075c36f3587175c090f5ddd54",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:25:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b98b7ee0731331c71390c08ec09de2a52ad47013",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:21:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0f61fa0e67f82cde7f07ad93d74bed78dafd0bb",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:19:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "88002a32bf9fc47b04ffb60a812b7dc53153a27b",
          "body": null,
          "is_bot": false,
          "headline": "debugging failed builds",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-31T05:17:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8cb84498636d048c06b2ca815e5a3bd8c807ae29",
          "body": null,
          "is_bot": false,
          "headline": "Handle invalid kernelspec in otter assign (#896)",
          "author_name": "Chris Pyles",
          "author_login": "chrispyles",
          "committed_at": "2024-12-28T06:03:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d1fdb6a5546b2a3921ba54738deffe7def4b1d84",
          "body": "Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.4 to 3.1.5.\r\n- [Release notes](https://github.com/pallets/jinja/releases)\r\n- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/pallets/jinja/compare/3.1.4...3.1.5)\r\n\r\n---\r\nupdated-dependencies\n[…]\nency-name: jinja2\r\n  dependency-type: direct:production\r\n...\r\n\r\nSigned-off-by: dependabot[bot] <support@github.com>\r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "Bump jinja2 from 3.1.4 to 3.1.5 (#894)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2024-12-24T07:05:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        }
      ],
      "releases_count": 100,
      "commits_last_year": 50,
      "latest_release_at": "2026-07-27T02:41:15Z",
      "latest_release_tag": "v7.0.0",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 24,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 69.7
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "otter-grader",
          "exists": true,
          "license": "BSD-3-Clause",
          "keywords": [
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.10",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Programming Language :: Python :: 3.14"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/otter-grader/",
          "is_deprecated": false,
          "latest_version": "7.0.0",
          "repository_url": "https://github.com/ucbds-infra/otter-grader",
          "versions_count": 197,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2019-10-05T00:19:22.103376Z",
          "latest_published_at": "2026-07-27T02:41:13.323039Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 78,
      "stars": 157,
      "watchers": 4,
      "fork_history": {
        "days": [
          {
            "date": "2020-01-24",
            "count": 1
          },
          {
            "date": "2020-02-26",
            "count": 1
          },
          {
            "date": "2020-03-06",
            "count": 1
          },
          {
            "date": "2020-03-27",
            "count": 1
          },
          {
            "date": "2020-04-20",
            "count": 1
          },
          {
            "date": "2020-06-03",
            "count": 1
          },
          {
            "date": "2020-06-12",
            "count": 1
          },
          {
            "date": "2020-06-29",
            "count": 1
          },
          {
            "date": "2020-07-25",
            "count": 1
          },
          {
            "date": "2020-07-29",
            "count": 1
          },
          {
            "date": "2020-08-23",
            "count": 1
          },
          {
            "date": "2020-10-19",
            "count": 1
          },
          {
            "date": "2020-10-22",
            "count": 1
          },
          {
            "date": "2021-01-12",
            "count": 1
          },
          {
            "date": "2021-06-11",
            "count": 1
          },
          {
            "date": "2021-06-15",
            "count": 1
          },
          {
            "date": "2021-06-16",
            "count": 2
          },
          {
            "date": "2021-06-23",
            "count": 1
          },
          {
            "date": "2021-06-27",
            "count": 1
          },
          {
            "date": "2021-08-10",
            "count": 1
          },
          {
            "date": "2021-08-14",
            "count": 1
          },
          {
            "date": "2021-08-23",
            "count": 1
          },
          {
            "date": "2021-08-25",
            "count": 1
          },
          {
            "date": "2021-08-27",
            "count": 1
          },
          {
            "date": "2021-09-16",
            "count": 1
          },
          {
            "date": "2021-09-30",
            "count": 1
          },
          {
            "date": "2021-10-04",
            "count": 1
          },
          {
            "date": "2021-10-18",
            "count": 1
          },
          {
            "date": "2021-11-08",
            "count": 1
          },
          {
            "date": "2021-11-10",
            "count": 1
          },
          {
            "date": "2022-01-04",
            "count": 1
          },
          {
            "date": "2022-03-14",
            "count": 1
          },
          {
            "date": "2022-04-20",
            "count": 1
          },
          {
            "date": "2022-04-21",
            "count": 1
          },
          {
            "date": "2022-05-09",
            "count": 1
          },
          {
            "date": "2022-06-02",
            "count": 1
          },
          {
            "date": "2022-08-04",
            "count": 1
          },
          {
            "date": "2022-08-07",
            "count": 1
          },
          {
            "date": "2022-08-25",
            "count": 1
          },
          {
            "date": "2022-09-13",
            "count": 1
          },
          {
            "date": "2022-10-18",
            "count": 1
          },
          {
            "date": "2022-10-26",
            "count": 1
          },
          {
            "date": "2022-11-14",
            "count": 1
          },
          {
            "date": "2022-11-15",
            "count": 1
          },
          {
            "date": "2023-02-10",
            "count": 2
          },
          {
            "date": "2023-04-04",
            "count": 1
          },
          {
            "date": "2023-04-20",
            "count": 1
          },
          {
            "date": "2023-07-10",
            "count": 1
          },
          {
            "date": "2023-08-01",
            "count": 1
          },
          {
            "date": "2023-08-08",
            "count": 1
          },
          {
            "date": "2023-09-07",
            "count": 1
          },
          {
            "date": "2023-10-16",
            "count": 1
          },
          {
            "date": "2023-12-06",
            "count": 1
          },
          {
            "date": "2024-04-12",
            "count": 1
          },
          {
            "date": "2024-05-16",
            "count": 1
          },
          {
            "date": "2024-06-16",
            "count": 1
          },
          {
            "date": "2024-07-24",
            "count": 1
          },
          {
            "date": "2024-08-15",
            "count": 1
          },
          {
            "date": "2024-09-18",
            "count": 1
          },
          {
            "date": "2024-11-04",
            "count": 1
          },
          {
            "date": "2024-11-12",
            "count": 1
          },
          {
            "date": "2025-01-24",
            "count": 1
          },
          {
            "date": "2025-03-27",
            "count": 1
          },
          {
            "date": "2025-07-01",
            "count": 1
          },
          {
            "date": "2025-08-22",
            "count": 1
          },
          {
            "date": "2025-10-13",
            "count": 1
          },
          {
            "date": "2025-10-14",
            "count": 1
          },
          {
            "date": "2025-10-29",
            "count": 1
          },
          {
            "date": "2026-01-03",
            "count": 1
          },
          {
            "date": "2026-01-15",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 1
          },
          {
            "date": "2026-04-17",
            "count": 1
          },
          {
            "date": "2026-06-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 75,
        "total_forks": 78
      },
      "star_history": null,
      "open_issues_and_prs": 23
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples",
        "notebooks"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "Makefile",
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 30176,
      "source_files_sampled": 213,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "black",
            "direct": false,
            "version": "24.10.0",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-3936-cmfr-pm3m",
              "PYSEC-2026-2120",
              "PYSEC-2026-2121"
            ],
            "fixed_version": "26.3.1",
            "advisory_count": 3,
            "oldest_advisory_days": 137
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "critical": 1
        },
        "advisory_count": 3,
        "affected_count": 1,
        "assessed_count": 166,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 4,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "click",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^8.1.7"
        },
        {
          "name": "dill",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.3.0"
        },
        {
          "name": "fica",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.4.1"
        },
        {
          "name": "google-api-python-client",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "google-auth-oauthlib",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "six",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "gspread",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "ipykernel",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "ipylab",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.0.0"
        },
        {
          "name": "ipython",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "ipywidgets",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^8.1.5"
        },
        {
          "name": "jinja2",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^3.1"
        },
        {
          "name": "jupyter_client",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "jupytext",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.19.3"
        },
        {
          "name": "nbconvert",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=6.0.0"
        },
        {
          "name": "nbformat",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=5.0.0"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.0.0"
        },
        {
          "name": "pypdf",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "*"
        },
        {
          "name": "python-frontmatter",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.3.0"
        },
        {
          "name": "python-on-whales",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.72.0,<1.0.0"
        },
        {
          "name": "pyyaml",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^6"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^2.31"
        },
        {
          "name": "rpy2",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^3.5.16"
        },
        {
          "name": "wrapt",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": "^1.16.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "click",
            "direct": true,
            "version": "8.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": true,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fica",
            "direct": true,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-python-client",
            "direct": true,
            "version": "2.198.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-oauthlib",
            "direct": true,
            "version": "1.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "gspread",
            "direct": true,
            "version": "6.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "ipykernel",
            "direct": true,
            "version": "7.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipylab",
            "direct": true,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipython",
            "direct": true,
            "version": "8.39.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ipywidgets",
            "direct": true,
            "version": "8.1.8",
            "ecosystem": "pypi"
          },
          {
            "name": "jinja2",
            "direct": true,
            "version": "3.1.6",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-client",
            "direct": true,
            "version": "8.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupytext",
            "direct": true,
            "version": "1.19.5",
            "ecosystem": "pypi"
          },
          {
            "name": "nbconvert",
            "direct": true,
            "version": "7.17.1",
            "ecosystem": "pypi"
          },
          {
            "name": "nbformat",
            "direct": true,
            "version": "5.10.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "2.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pypdf",
            "direct": true,
            "version": "6.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-frontmatter",
            "direct": true,
            "version": "1.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-on-whales",
            "direct": true,
            "version": "0.81.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": true,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rpy2",
            "direct": true,
            "version": "3.6.7",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": true,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": true,
            "version": "1.17.3",
            "ecosystem": "pypi"
          },
          {
            "name": "accessible-pygments",
            "direct": false,
            "version": "0.0.5",
            "ecosystem": "pypi"
          },
          {
            "name": "alabaster",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.8.0",
            "ecosystem": "pypi"
          },
          {
            "name": "appnope",
            "direct": false,
            "version": "0.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "asttokens",
            "direct": false,
            "version": "3.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "babel",
            "direct": false,
            "version": "2.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "backports-tarfile",
            "direct": false,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "beautifulsoup4",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "black",
            "direct": false,
            "version": "24.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "bleach",
            "direct": false,
            "version": "6.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.7.22",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.9",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "comm",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "contourpy",
            "direct": false,
            "version": "1.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.15.2",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "cycler",
            "direct": false,
            "version": "0.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "debugpy",
            "direct": false,
            "version": "1.8.21",
            "ecosystem": "pypi"
          },
          {
            "name": "decorator",
            "direct": false,
            "version": "5.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "defusedxml",
            "direct": false,
            "version": "0.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "docutils",
            "direct": false,
            "version": "0.21.2",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "executing",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "fastjsonschema",
            "direct": false,
            "version": "2.22.0",
            "ecosystem": "pypi"
          },
          {
            "name": "fonttools",
            "direct": false,
            "version": "4.63.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-api-core",
            "direct": false,
            "version": "2.33.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.56.2",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth-httplib2",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "googleapis-common-protos",
            "direct": false,
            "version": "1.75.0",
            "ecosystem": "pypi"
          },
          {
            "name": "greenlet",
            "direct": false,
            "version": "3.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "httplib2",
            "direct": false,
            "version": "0.32.0",
            "ecosystem": "pypi"
          },
          {
            "name": "id",
            "direct": false,
            "version": "1.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.18",
            "ecosystem": "pypi"
          },
          {
            "name": "imagesize",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "9.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "5.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-classes",
            "direct": false,
            "version": "3.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-context",
            "direct": false,
            "version": "6.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jaraco-functools",
            "direct": false,
            "version": "4.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jedi",
            "direct": false,
            "version": "0.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jeepney",
            "direct": false,
            "version": "0.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyter-core",
            "direct": false,
            "version": "5.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-pygments",
            "direct": false,
            "version": "0.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jupyterlab-widgets",
            "direct": false,
            "version": "3.0.16",
            "ecosystem": "pypi"
          },
          {
            "name": "keyring",
            "direct": false,
            "version": "25.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "kiwisolver",
            "direct": false,
            "version": "1.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown",
            "direct": false,
            "version": "3.10.2",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "markupsafe",
            "direct": false,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib",
            "direct": false,
            "version": "3.10.9",
            "ecosystem": "pypi"
          },
          {
            "name": "matplotlib-inline",
            "direct": false,
            "version": "0.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mdit-py-plugins",
            "direct": false,
            "version": "0.6.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "mistune",
            "direct": false,
            "version": "3.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "more-itertools",
            "direct": false,
            "version": "11.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nbclient",
            "direct": false,
            "version": "0.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nest-asyncio2",
            "direct": false,
            "version": "1.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "nh3",
            "direct": false,
            "version": "0.3.6",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.2.6",
            "ecosystem": "pypi"
          },
          {
            "name": "oauthlib",
            "direct": false,
            "version": "3.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pandocfilters",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "parso",
            "direct": false,
            "version": "0.8.7",
            "ecosystem": "pypi"
          },
          {
            "name": "pathspec",
            "direct": false,
            "version": "1.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pbr",
            "direct": false,
            "version": "7.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": false,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pillow",
            "direct": false,
            "version": "12.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.11.0",
            "ecosystem": "pypi"
          },
          {
            "name": "playwright",
            "direct": false,
            "version": "1.61.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "prompt-toolkit",
            "direct": false,
            "version": "3.0.53",
            "ecosystem": "pypi"
          },
          {
            "name": "proto-plus",
            "direct": false,
            "version": "1.28.2",
            "ecosystem": "pypi"
          },
          {
            "name": "protobuf",
            "direct": false,
            "version": "7.35.1",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": false,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pure-eval",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydata-sphinx-theme",
            "direct": false,
            "version": "0.19.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyee",
            "direct": false,
            "version": "13.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyparsing",
            "direct": false,
            "version": "3.3.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-html",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-metadata",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytz",
            "direct": false,
            "version": "2026.3.post1",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32-ctypes",
            "direct": false,
            "version": "0.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyzmq",
            "direct": false,
            "version": "27.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "readme-renderer",
            "direct": false,
            "version": "45.0",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-oauthlib",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "requests-toolbelt",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "responses",
            "direct": false,
            "version": "0.26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "rfc3986",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ripgrep-python",
            "direct": false,
            "version": "0.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpy2-rinterface",
            "direct": false,
            "version": "3.6.6",
            "ecosystem": "pypi"
          },
          {
            "name": "rpy2-robjects",
            "direct": false,
            "version": "3.6.5",
            "ecosystem": "pypi"
          },
          {
            "name": "secretstorage",
            "direct": false,
            "version": "3.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "setuptools",
            "direct": false,
            "version": "83.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "snowballstemmer",
            "direct": false,
            "version": "3.1.1",
            "ecosystem": "pypi"
          },
          {
            "name": "soupsieve",
            "direct": false,
            "version": "2.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx",
            "direct": false,
            "version": "8.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-book-theme",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-click",
            "direct": false,
            "version": "6.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinx-markdown-tables",
            "direct": false,
            "version": "0.0.17",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-apidoc",
            "direct": false,
            "version": "0.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-applehelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-devhelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-htmlhelp",
            "direct": false,
            "version": "2.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-jsmath",
            "direct": false,
            "version": "1.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-qthelp",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sphinxcontrib-serializinghtml",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "stack-data",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "statsmodels",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tinycss2",
            "direct": false,
            "version": "1.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tornado",
            "direct": false,
            "version": "6.5.7",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.69.1",
            "ecosystem": "pypi"
          },
          {
            "name": "traitlets",
            "direct": false,
            "version": "5.15.1",
            "ecosystem": "pypi"
          },
          {
            "name": "twine",
            "direct": false,
            "version": "6.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.3",
            "ecosystem": "pypi"
          },
          {
            "name": "tzlocal",
            "direct": false,
            "version": "5.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "uritemplate",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wcwidth",
            "direct": false,
            "version": "0.8.2",
            "ecosystem": "pypi"
          },
          {
            "name": "webencodings",
            "direct": false,
            "version": "0.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "widgetsnbextension",
            "direct": false,
            "version": "4.0.15",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "4.1.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 170,
        "direct_count": 24,
        "indirect_count": 146
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 4,
        "merged_prs": 519,
        "open_issues": 19,
        "closed_ratio": 0.956,
        "closed_issues": 417,
        "closed_unmerged_prs": 43
      },
      "bus_factor": 1,
      "bot_contributors": 2,
      "top_contributors": [
        {
          "type": "User",
          "login": "chrispyles",
          "commits": 3410,
          "avatar_url": "https://avatars.githubusercontent.com/u/40970945?v=4"
        },
        {
          "type": "User",
          "login": "fritterhoff",
          "commits": 43,
          "avatar_url": "https://avatars.githubusercontent.com/u/32478819?v=4"
        },
        {
          "type": "User",
          "login": "alexy1234",
          "commits": 39,
          "avatar_url": "https://avatars.githubusercontent.com/u/14226354?v=4"
        },
        {
          "type": "User",
          "login": "sean-morris",
          "commits": 36,
          "avatar_url": "https://avatars.githubusercontent.com/u/1514995?v=4"
        },
        {
          "type": "User",
          "login": "andersonkimlam",
          "commits": 30,
          "avatar_url": "https://avatars.githubusercontent.com/u/30871691?v=4"
        },
        {
          "type": "User",
          "login": "JinwooPark00",
          "commits": 13,
          "avatar_url": "https://avatars.githubusercontent.com/u/18510350?v=4"
        },
        {
          "type": "User",
          "login": "abhi1345",
          "commits": 11,
          "avatar_url": "https://avatars.githubusercontent.com/u/12456178?v=4"
        },
        {
          "type": "User",
          "login": "joelostblom",
          "commits": 10,
          "avatar_url": "https://avatars.githubusercontent.com/u/4560057?v=4"
        },
        {
          "type": "User",
          "login": "trevwilliams107",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/42852894?v=4"
        },
        {
          "type": "User",
          "login": "labanyamukhopadhyay",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/17665008?v=4"
        }
      ],
      "contributors_sampled": 37,
      "top_contributor_share": 0.929
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "check-formatting.yml",
        "release.yml",
        "run-docker-tests-beta.yml",
        "run-docker-tests.yml",
        "run-tests.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "poetry.lock"
      ],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": null,
            "reason": "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",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 9,
            "reason": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/7 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 20 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "19 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 8,
            "reason": "2 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "9994d7a376f085fd996f1a373e534cc553682962",
        "ran_at": "2026-07-27T02:42:11Z",
        "aggregate_score": 4.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-27T02:41:56Z",
      "oldest_open_prs": [
        {
          "number": 536,
          "created_at": "2022-10-03T21:13:47Z",
          "last_comment_at": "2022-10-08T21:23:05Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 816,
          "created_at": "2024-07-24T18:37:48Z",
          "last_comment_at": "2024-08-14T22:11:24Z",
          "last_comment_author": "ttimbers"
        },
        {
          "number": 989,
          "created_at": "2026-04-17T03:27:55Z",
          "last_comment_at": "2026-06-15T00:44:34Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 1008,
          "created_at": "2026-07-21T22:06:30Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-27T02:41:53Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 257,
          "created_at": "2021-06-26T17:28:06Z",
          "last_comment_at": "2021-08-25T17:40:37Z",
          "last_comment_author": "stale"
        },
        {
          "number": 384,
          "created_at": "2021-09-09T02:58:57Z",
          "last_comment_at": "2021-11-08T06:26:24Z",
          "last_comment_author": "stale"
        },
        {
          "number": 419,
          "created_at": "2021-10-05T03:08:05Z",
          "last_comment_at": "2022-09-22T22:43:34Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 426,
          "created_at": "2021-10-12T00:54:58Z",
          "last_comment_at": "2023-09-28T21:57:57Z",
          "last_comment_author": "joelostblom"
        },
        {
          "number": 449,
          "created_at": "2021-11-08T08:54:46Z",
          "last_comment_at": "2022-01-07T14:59:03Z",
          "last_comment_author": "stale"
        },
        {
          "number": 507,
          "created_at": "2022-08-10T04:36:15Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 632,
          "created_at": "2023-04-18T15:55:08Z",
          "last_comment_at": "2023-07-19T04:20:54Z",
          "last_comment_author": "taylorgibson"
        },
        {
          "number": 646,
          "created_at": "2023-06-23T16:52:05Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 800,
          "created_at": "2024-05-01T03:29:20Z",
          "last_comment_at": "2024-10-25T04:01:19Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 804,
          "created_at": "2024-05-17T17:17:26Z",
          "last_comment_at": "2024-05-17T20:46:28Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 815,
          "created_at": "2024-07-24T17:01:43Z",
          "last_comment_at": "2024-07-24T18:39:04Z",
          "last_comment_author": "ttimbers"
        },
        {
          "number": 889,
          "created_at": "2024-12-03T00:13:44Z",
          "last_comment_at": "2025-01-27T00:31:05Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 931,
          "created_at": "2025-07-02T11:49:35Z",
          "last_comment_at": "2025-07-04T20:35:39Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 943,
          "created_at": "2025-08-24T16:04:09Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 951,
          "created_at": "2025-10-27T18:09:29Z",
          "last_comment_at": "2026-01-23T21:19:23Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 964,
          "created_at": "2026-01-22T14:35:05Z",
          "last_comment_at": "2026-07-07T12:34:09Z",
          "last_comment_author": "chrispyles"
        },
        {
          "number": 977,
          "created_at": "2026-03-11T00:48:25Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 985,
          "created_at": "2026-03-31T00:50:02Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 1001,
          "created_at": "2026-07-06T18:56:51Z",
          "last_comment_at": "2026-07-26T14:13:28Z",
          "last_comment_author": "chrispyles"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/ucbds-infra/otter-grader",
    "host": "github.com",
    "name": "otter-grader",
    "owner": "ucbds-infra"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 70,
      "inputs": {
        "security": 59,
        "vitality": 80,
        "community": 68,
        "governance": 65,
        "engineering": 76
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "good",
        "name": "Vitality",
        "value": 80,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "commits_last_year": 50,
              "human_commit_share": 0.53,
              "days_since_last_push": 0,
              "active_weeks_last_year": 24
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "24/52 weeks with commits",
                "points": 16.6,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 24
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "50 commits in the last year",
                "points": 15.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 50
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "19 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "good",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 83,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v7.0.0",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 69.7
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~69.7 days",
                "points": 19.8,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 69.7
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 68,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 54,
            "inputs": {
              "forks": 78,
              "stars": 157,
              "watchers": 4,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "157 stars",
                "points": 35.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 157
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "78 forks",
                "points": 15.7,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 78
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "4 watchers",
                "points": 2.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 65,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 37,
              "top_contributor_share": 0.929
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 93% of commits",
                "points": 1.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 93
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "37 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 37
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 20 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "merged_prs": 519,
              "open_issues": 19,
              "closed_issues": 417,
              "issue_closed_ratio": 0.956,
              "closed_unmerged_prs": 43
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 44.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "519/562 decided PRs merged",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 519,
                      "decided": 562
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/7 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "followers": 10,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "ucbds-infra",
              "public_repos": 14,
              "account_age_days": 2514
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "10 followers of ucbds-infra",
                "points": 7.5,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 10,
                      "login": "ucbds-infra"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "14 public repos, account ~6 yr old",
                "points": 20.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 14
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 6
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "otter-grader"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "197 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 197
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
                "points": 18,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "python",
                "jupyter-notebooks",
                "jupyter",
                "jupyter-notebook",
                "autograder",
                "autograding",
                "r",
                "rmd"
              ],
              "has_wiki": false,
              "homepage": "https://otter-grader.readthedocs.io",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://otter-grader.readthedocs.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "8 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 59,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "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": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "24 out of 25 merged PRs checked by a CI test -- score normalized to 9",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/7 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 20 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "19 commit(s) and 3 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 not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 166 resolved dependencies against OSV; 4 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 166
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 4
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 3,
              "affected_packages": 1,
              "assessed_packages": 166,
              "unassessed_packages": 4,
              "affected_by_severity": "critical 1",
              "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": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "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": "excellent",
            "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": 166,
              "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": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 8
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "at_risk",
        "name": "AI Readiness",
        "value": 43,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.377,
              "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": "20 of 53 human commits state their intent (structured subject or explanatory body)",
                "points": 20.1,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 20,
                      "sampled": 53
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 58,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.39
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "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": "39 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 39,
                      "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 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 30176,
              "source_files_sampled": 213,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/213 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 213,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:otter-grader@7.0.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T02:42:38.682519Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/u/ucbds-infra/otter-grader.svg",
  "full_name": "ucbds-infra/otter-grader",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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.