Öffentliches RegisterExzellent
Software-GesundheitsberichtSchema 0.30.0 · Metriken 2.5.0 · 2026-08-04 14:25 UTC
wandb / wandb-workspaces
Programatically edit the W&B UI
wandb/wandb-workspaces erreicht einen Gesundheitsindex von 89 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (89/100) ab, am schwächsten bei AI Readiness (57/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.
89
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.
89
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Der gewichtete Gesamtwert 75 wird auf der veröffentlichten Indexskala auf 89 kalibriert (Register-Kalibrierung 2026-08-02).
Eigentümerschaft
Weights & BiasesOrganisation
1.411 Follower158 öffentliche Reposseit März 2017
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | wandb-workspaces | 0.4.5 | 335.812 | 35 | vor 0 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
89
Entwicklungsaktivität
88Exzellent
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 24.2/36 | Commit-Rhythmus — 35/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 178 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 178 |
| human_commit_share | 0,93 |
| days_since_last_push | 0 |
| active_weeks_last_year | 35 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 35 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 15,4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 35 |
| latest_release_tag | v0.4.5 |
| releases_from_tags | nein |
| days_since_latest_release | 0 |
| mean_days_between_releases | 15,4 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
62
Popularität & Verbreitung
29Gefährdet
Wie die Bewertung erfolgt
| 23.2/60 | Stars — 28 Stars |
| 2.5/25 | Forks — 3 Forks |
| 3.3/15 | Watcher — 5 Watcher |
Verwendete Eingangsdaten
| forks | 3 |
| stars | 28 |
| watchers | 5 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
77Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| readme_badges | 3 |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| readme_badge_services | shields.io |
| has_pull_request_template | ja |
Ökosystem-Verbreitung (Downloads)
92Exzellent
Wie die Bewertung erfolgt
| 73.7/80 | Downloads pro Monat — 335.812 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | wandb-workspaces |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 335.812 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
79
Wie die Bewertung erfolgt
| 36/54 | Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab |
| 16.2/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 28 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 22 Beitragende |
| 6/10 | OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
Verwendete Eingangsdaten
| bus_factor | 3 |
| contributors_sampled | 22 |
| top_contributor_share | 0,278 |
Wie die Bewertung erfolgt
| 22.6/42 | Issue-Lösungsquote — 54 % der Issues geschlossen |
| 24/30 | PR-Annahme — 135/169 entschiedene PRs gemergt |
| 10.4/13 | Newcomer PR acceptance — 4/5 PRs von Erstbeitragenden in 30 Tagen gemergt |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Verwendete Eingangsdaten
| merged_prs | 135 |
| open_issues | 6 |
| closed_issues | 7 |
| prs_merged_7d | 1 |
| prs_decided_7d | 2 |
| prs_merged_30d | 5 |
| prs_decided_30d | 6 |
| issue_closed_ratio | 0,538 |
| closed_unmerged_prs | 34 |
| first_time_authors_30d | 3 |
| first_time_prs_merged_30d | 4 |
| first_time_prs_decided_30d | 5 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 22.6/25 | Reichweite des Inhabers — 1.411 Follower von wandb |
| 25/25 | Kontohistorie — 158 öffentliche Repos, Kontoalter ca. 9 Jahre |
Verwendete Eingangsdaten
| followers | 1.411 |
| owner_type | Organization |
| is_verified | — |
| owner_login | wandb |
| public_repos | 158 |
| account_age_days | 3.430 |
Paketpflege
100Außergewöhnlich
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen |
| 20/20 | Versionshistorie — 35 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | wandb-workspaces |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 0 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
76
Engineering-Praktiken
94Außergewöhnlich
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
50Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | ja |
| homepage | — |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
69
Sicherheitslage
61Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 2.5/2.5 | CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 2.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 24 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 6,1 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Außergewöhnlich
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 0/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 36 |
| affected_packages | 8 |
| assessed_packages | 54 |
| unassessed_packages | 0 |
| affected_by_severity | critical 1, high 3, moderate 4 |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 54 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 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? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.
57
AI-Agentenkontext & Leitlinien
40Schwach
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 81 von 93 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,871 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — wandb_workspaces/py.typed |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 8/10 | Belegte Agentenpraxis — 4 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 5/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | wandb_workspaces/py.typed |
| agent_commit_share | 0,04 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
80Exzellent
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (wandb_workspaces/py.typed) |
| 53/55 | Handhabbare Dateigrößen — 2/56 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 179.859 |
| source_files_sampled | 56 |
| oversized_source_files | 2 |
Maschinenlesbare AI-Schnittstellen
40Schwach
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples, notebooks |
Verwendete Eingangsdaten
| example_dirs | examples, notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
28GitHub-Sterne
22Mitwirkende
178Commits, letzte 12 Monate
0Tage seit letztem Push
35Releases
3Bus-Faktor
6offene 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:wandb-workspaces@0.4.5; advisories assessed against the repository dependency graph instead
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 3 ⇿
0Sterne
3Forks
19Releases
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.
Major 0Minor 2Patch 17
Jeder Punkt umfasst 2 Tage.
OpenSSF Scorecard 6.1 / 10
6.1Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| k. A. | Branch-Protection | 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 |
| 10 | CI-Tests | 7 out of 7 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 10 | Code-Review | all changesets reviewed |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 5 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 5 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 24 existing vulnerabilities detected |
Direkte Abhängigkeiten 2
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | pydantic | >=2.7 | pyproject.toml |
| PyPI | wandb | >=0.13.7 | pyproject.toml |
Alle Abhängigkeiten 54
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 2 direkte und 52 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | pydantic | 2.12.2 | direkt |
| PyPI | wandb | 0.22.2 | direkt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | certifi | 2025.10.5 | indirekt |
| PyPI | cfgv | 3.4.0 | indirekt |
| PyPI | charset-normalizer | 3.4.4 | indirekt |
| PyPI | click | 8.1.8 | indirekt |
| PyPI | click | 8.3.0 | indirekt |
| PyPI | codecov | 2.1.13 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | coverage | 7.10.7 | indirekt |
| PyPI | coverage | 7.11.0 | indirekt |
| PyPI | distlib | 0.4.0 | indirekt |
| PyPI | eval-type-backport | 0.2.2 | indirekt |
| PyPI | exceptiongroup | 1.3.0 | indirekt |
| PyPI | faker | 37.11.0 | indirekt |
| PyPI | filelock | 3.19.1 | indirekt |
| PyPI | filelock | 3.20.3 | indirekt |
| PyPI | gitdb | 4.0.12 | indirekt |
| PyPI | gitpython | 3.1.45 | indirekt |
| PyPI | identify | 2.6.15 | indirekt |
| PyPI | idna | 3.11 | indirekt |
| PyPI | iniconfig | 2.1.0 | indirekt |
| PyPI | mypy | 1.18.2 | indirekt |
| PyPI | mypy-extensions | 1.1.0 | indirekt |
| PyPI | nodeenv | 1.9.1 | indirekt |
| PyPI | numpy | 1.26.4 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pandas | 2.3.3 | indirekt |
| PyPI | pathspec | 0.12.1 | indirekt |
| PyPI | platformdirs | 4.4.0 | indirekt |
| PyPI | platformdirs | 4.5.0 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | polyfactory | 2.22.2 | indirekt |
| PyPI | pre-commit | 3.8.0 | indirekt |
| PyPI | protobuf | 6.33.5 | indirekt |
| PyPI | pydantic-core | 2.41.4 | indirekt |
| PyPI | pytest | 8.3.5 | indirekt |
| PyPI | pytest-cov | 7.0.0 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | pytz | 2025.2 | indirekt |
| PyPI | pyyaml | 6.0.3 | indirekt |
| PyPI | requests | 2.32.5 | indirekt |
| PyPI | ruff | 0.14.1 | indirekt |
| PyPI | sentry-sdk | 2.42.0 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | smmap | 5.0.2 | indirekt |
| PyPI | tomli | 2.3.0 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
| PyPI | typing-inspection | 0.4.2 | indirekt |
| PyPI | tzdata | 2025.2 | indirekt |
| PyPI | urllib3 | 2.6.3 | indirekt |
| PyPI | virtualenv | 20.36.1 | indirekt |
| PyPI | wandb-workspaces | 0.4.5 | indirekt |
Abhängigkeits-Advisories 8
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 54 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 8 tragen bekannte Advisories, davon 0 direkte.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| gitpython | 3.1.45 | indirekt | kritisch | 20 | 3.1.57 |
| click | 8.1.8 | indirekt | hoch | 1 | 8.3.3 |
| click | 8.3.0 | indirekt | hoch | 1 | 8.3.3 |
| urllib3 | 2.6.3 | indirekt | hoch | 4 | 2.7.0 |
| filelock | 3.19.1 | indirekt | mittel | 4 | 3.20.3 |
| idna | 3.11 | indirekt | mittel | 2 | 3.15 |
| pytest | 8.3.5 | indirekt | mittel | 2 | 9.0.3 |
| requests | 2.32.5 | indirekt | mittel | 2 | 2.33.0 |
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": [],
"is_fork": false,
"size_kb": 1037,
"has_wiki": true,
"homepage": null,
"languages": {
"Shell": 1936,
"Python": 727157,
"Jupyter Notebook": 21309
},
"pushed_at": "2026-08-04T14:22:41Z",
"created_at": "2024-06-03T14:03:19Z",
"owner_type": "Organization",
"updated_at": "2026-08-04T14:24:29Z",
"description": "Programatically edit the W&B UI",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://wandb.ai",
"name": "Weights & Biases",
"type": "Organization",
"login": "wandb",
"company": null,
"location": "San Francisco",
"followers": 1411,
"avatar_url": "https://avatars.githubusercontent.com/u/26401354?v=4",
"created_at": "2017-03-14T06:43:52Z",
"is_verified": null,
"public_repos": 158,
"account_age_days": 3430
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.4.5",
"kind": "patch",
"published_at": "2026-08-04T14:22:41Z"
},
{
"tag": "v0.4.4",
"kind": "patch",
"published_at": "2026-06-25T20:17:33Z"
},
{
"tag": "v0.4.3",
"kind": "patch",
"published_at": "2026-06-10T22:27:03Z"
},
{
"tag": "v0.4.2",
"kind": "patch",
"published_at": "2026-06-05T18:50:39Z"
},
{
"tag": "v0.4.1",
"kind": "patch",
"published_at": "2026-05-28T21:57:11Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2026-05-28T19:26:17Z"
},
{
"tag": "v0.3.10",
"kind": "patch",
"published_at": "2026-05-27T19:56:44Z"
},
{
"tag": "v0.3.9",
"kind": "patch",
"published_at": "2026-03-31T15:23:07Z"
},
{
"tag": "v0.3.8",
"kind": "patch",
"published_at": "2026-03-25T14:27:05Z"
},
{
"tag": "v0.3.7",
"kind": "patch",
"published_at": "2026-03-18T16:59:29Z"
},
{
"tag": "v0.3.6",
"kind": "patch",
"published_at": "2026-03-16T17:38:12Z"
},
{
"tag": "v0.3.5",
"kind": "patch",
"published_at": "2026-02-26T18:04:54Z"
},
{
"tag": "v0.3.4",
"kind": "patch",
"published_at": "2026-01-22T23:36:01Z"
},
{
"tag": "v0.3.3",
"kind": "patch",
"published_at": "2026-01-07T20:37:34Z"
},
{
"tag": "v0.3.2",
"kind": "patch",
"published_at": "2026-01-07T16:29:33Z"
},
{
"tag": "v0.3.1",
"kind": "patch",
"published_at": "2025-12-18T16:43:13Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2025-12-01T18:17:57Z"
},
{
"tag": "v0.2.1",
"kind": "patch",
"published_at": "2025-11-05T20:55:52Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2025-11-05T17:44:39Z"
},
{
"tag": "v0.1.19",
"kind": "patch",
"published_at": "2025-10-06T21:33:06Z"
},
{
"tag": "v0.1.18",
"kind": "patch",
"published_at": "2025-09-05T15:18:34Z"
},
{
"tag": "v0.1.17",
"kind": "patch",
"published_at": "2025-08-27T10:54:35Z"
},
{
"tag": "v0.1.16",
"kind": "patch",
"published_at": "2025-06-17T15:02:15Z"
},
{
"tag": "v0.1.15",
"kind": "patch",
"published_at": "2025-06-06T17:58:59Z"
},
{
"tag": "v0.1.14",
"kind": "patch",
"published_at": "2025-04-01T14:23:32Z"
},
{
"tag": "v0.1.13",
"kind": "patch",
"published_at": "2025-03-19T18:29:17Z"
},
{
"tag": "v0.1.12",
"kind": "patch",
"published_at": "2025-02-17T16:11:35Z"
},
{
"tag": "v0.1.11",
"kind": "patch",
"published_at": "2025-02-10T15:47:58Z"
},
{
"tag": "v0.1.10",
"kind": "patch",
"published_at": "2025-01-29T19:03:21Z"
},
{
"tag": "v0.1.9",
"kind": "patch",
"published_at": "2025-01-29T00:10:41Z"
},
{
"tag": "v0.1.8",
"kind": "patch",
"published_at": "2024-07-08T17:48:08Z"
},
{
"tag": "v0.1.7",
"kind": "patch",
"published_at": "2024-06-21T02:59:29Z"
},
{
"tag": "v0.1.6",
"kind": "patch",
"published_at": "2024-06-07T16:10:25Z"
},
{
"tag": "v0.1.5",
"kind": "patch",
"published_at": "2024-06-03T22:51:13Z"
},
{
"tag": "v0.1.4",
"kind": "patch",
"published_at": "2024-06-03T14:05:21Z"
}
],
"recent_commits": [
{
"oid": "ed5390c1a70279dadeefb6365b89d3fb0ba894bb",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(release): bump version to 0.4.5 (#189)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-08-04T14:22:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4c20d109c93563e01a8174faf04fb9b66c1c3b4",
"body": "fix(reports): scope share links to all referenced projects",
"is_bot": false,
"headline": "Merge pull request #188 from wandb/fix/report-share-link-scope",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-08-04T13:00:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cf6b4aa5a82b92e9a8ac22cb2b0d4cfb50cf9552",
"body": "Preserve existing report URLs by updating the returned public token only when its project scope differs from the report's referenced projects.",
"is_bot": false,
"headline": "fix(reports): refresh stale share-link project scope",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-07-30T14:49:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d46f662383e64c5729425646874f93f899c2b0d",
"body": "Preserve the existing idempotent behavior for active links and avoid introducing token-repair semantics beyond the reported creation bug.",
"is_bot": false,
"headline": "refactor(reports): limit share-link scope fix to creation",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-07-27T14:05:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "efdd8c97dbfe4fa26096b5af013c21beee010872",
"body": "Include every runset project when creating report access tokens and refresh existing links so cross-project panels remain viewable anonymously.",
"is_bot": false,
"headline": "fix(reports): scope share links to referenced projects",
"author_name": "Aman Atman",
"author_login": "willtryagain",
"committed_at": "2026-07-27T13:54:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ea2fa3662bac0199bb6274bcbbcbba1c1407747",
"body": "fix: Group panels by run-level attributes without .value",
"is_bot": false,
"headline": "Merge pull request #181 from wandb/fix/backend_groupby",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-14T22:16:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5911eaa62ffe4ebb320e59a92eafac43cff87dc8",
"body": null,
"is_bot": false,
"headline": "chore(reports): cover Metric groupby field validation and round-trip",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T22:37:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3e220878186e73a1ffd72cd82850edacfdeab907",
"body": null,
"is_bot": false,
"headline": "chore(reports): cover Metric groupby serialization round-trip",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T21:54:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1126cf406462ee08ce5ae40c037fa7d002f07424",
"body": null,
"is_bot": false,
"headline": "feat(reports): accept Metric in the panel groupby field type",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T21:51:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b658dad2e66ca7b98eae2584446635a4b9c5b195",
"body": null,
"is_bot": false,
"headline": "feat(reports): resolve Metric and run-attribute groupby keys",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T21:49:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4eee6dd305e39e7a77ffee62677fbe099d84eafe",
"body": null,
"is_bot": false,
"headline": "fix: Group panels by run-level attributes without .value",
"author_name": "Ashraf Shaik",
"author_login": "moonshot-s",
"committed_at": "2026-07-13T19:00:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "36b03b6e52efba2092d1d7524c2f015aa72bda88",
"body": "…n-copy\n\nfix(workspaces): resolve preserved panel overrides when copying a saved view",
"is_bot": false,
"headline": "Merge pull request #184 from wandb/clocasto/resolve-panel-overrides-o…",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T18:59:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bee8dec253b6e9d38bcb2c876af94301254f0bb5",
"body": null,
"is_bot": false,
"headline": "docs: note customization preservation and its limits in the copy example",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bf670bd0d567b85698001a20c1e3bca65cfb4efb",
"body": null,
"is_bot": false,
"headline": "test: cover override resolution, placement-drop, and config collisions",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "868386c8ed51fd2d7d216cfe3a4455ea22bc974d",
"body": null,
"is_bot": false,
"headline": "fix: reconcile preserved overrides against SDK edits on copy",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c7db08a31502c34d52ffd8efc6c43786c22b0746",
"body": null,
"is_bot": false,
"headline": "fix: preserve panel isAuto across the panel interface",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "32721d62daae9cf89e6c68bddfa94f0973c63a99",
"body": null,
"is_bot": false,
"headline": "fix: capture and replay section __id__ on workspace round-trip",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37beb3d14f26d70bfa2134f6f685ba7631faaab6",
"body": null,
"is_bot": false,
"headline": "fix: add isAuto to the panel wire model",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c6f1cfc59981a8a79973c2a939b69b534de6f69",
"body": null,
"is_bot": false,
"headline": "fix: add __id__ to workspace panel-bank sections (wire model)",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "94fe16535481f43304c3ed843ef4c16fbd335292",
"body": "…nels\n\nfix(workspaces): preserve auto_generate_panels when copying a saved view",
"is_bot": false,
"headline": "Merge pull request #183 from wandb/clocasto/preserve-auto-generate-pa…",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:26:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a5fb80dc633f7a2e57f89d7b5a8d1a948404d4d3",
"body": null,
"is_bot": false,
"headline": "docs: distinguish auto-generated and curated panels in copy example",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cb9fd22fca66c6d86f3b4fc8d27f697686ad0d21",
"body": "…specs",
"is_bot": false,
"headline": "test: cover auto_generate_panels round-trip across legacy and modern …",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "802dcbf57d0889f6a6b89ebaca7d05e2f7dc48b1",
"body": null,
"is_bot": false,
"headline": "fix: preserve auto_generate_panels when loading a saved view",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "09eeb36e5aada0520aec7335d086395645a62770",
"body": "…settings",
"is_bot": false,
"headline": "fix: make should_auto_generate_panels optional and capture workspace …",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:14:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0276dd14b0c1d0db10897d606f231bba71ba4010",
"body": "fix(workspaces): load and round-trip workspaces with UI-only panel override keys",
"is_bot": false,
"headline": "Merge pull request #182 from wandb/clocasto/fix-from-url-panel-overrides",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-13T17:09:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9b87d5a087ead5e2e27340349fb26bbcd91a66e",
"body": null,
"is_bot": false,
"headline": "docs: add example for copying a saved view to another project",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T21:01:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f0470d59f205d64a58717c66a74bf8d14e7ba6e",
"body": null,
"is_bot": false,
"headline": "test: cover panel override round-trip and fresh-spec omission",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T18:21:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0e09f2b5afedc3660ad41bda9019d68e9ce43fd3",
"body": null,
"is_bot": false,
"headline": "fix: preserve panel override maps when re-saving a loaded workspace",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T16:47:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de09e3ea7d8b6d2369828a603ac27763860789bd",
"body": null,
"is_bot": false,
"headline": "fix: stop Workspace.from_url crashing on UI-only panel override keys",
"author_name": "clocasto-wandb",
"author_login": "clocasto-wandb",
"committed_at": "2026-07-07T16:33:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cd1b34667e58dc75ff68155cc70a17f5c58f250e",
"body": "chore(release): bump version to v0.4.4",
"is_bot": false,
"headline": "Merge pull request #180 from wandb/release/v0.4.4",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-06-25T20:17:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4d4645814d1cd51614b321b381c1817a1897bc99",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.4",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-25T20:14:20Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "858c5c9859b32e4e06e9b3c6a66bb2803a54b010",
"body": "feat: Add support for run group colors",
"is_bot": false,
"headline": "feat: Add support for run group colors",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-06-25T20:11:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6983b6b8ba2f2fd7fc98500e51d54afb0921ab5c",
"body": "- examples/workspaces/05_group_colors.py: minimal group_colors usage (parent colors, nested overrides, inheritance)\n- ruff format _serialize_group_colors / grouping from prior commit so pre-commit passes",
"is_bot": false,
"headline": "docs: add group colors example, format serialization",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-06-24T23:32:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e2db5dd7d525e0f3c62d218d2d5dfde903ecd0a3",
"body": null,
"is_bot": false,
"headline": "feat: add workspace group colors",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-06-24T23:11:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7922a68448c31f869bcd73ba49cbc09ae0e1d508",
"body": "chore(release): bump version to v0.4.3",
"is_bot": false,
"headline": "Merge pull request #177 from wandb/release/v0.4.3",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-06-10T22:26:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c02701590ad94d04144c0a694d7d6f129b18493c",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.3",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-10T22:25:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9647c814073823b982b32cfab9dbbbdccbcc892",
"body": "…-runs\n\nfeat(sdk): support cross-project pinned and baseline runs in workspaces SDK",
"is_bot": false,
"headline": "Merge pull request #176 from wandb/feat/cross-project-pinned-baseline…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-06-10T22:23:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "86b9614af1beef01e21ce568d202b3fb8c264c0e",
"body": "Pinned and baseline runs in `RunsetSettings` can now reference runs from\nother entities/projects. Three input shapes are accepted for both\n`pinned_runs` entries and `baseline_run`:\n\n- bare slug \"abc1234\" (same project, unchanged)\n- slash-form \"entity/project/abc1234\" (cross-project shorthand)\n- type\n[…]\ntuple, so a baseline given as\n`RunRef(\"abc\",\"e\",\"p\")` is correctly recognized as already pinned when\n`pinned_runs` contains the slash-form `\"e/p/abc\"`.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat: support cross-project pinned and baseline runs in workspaces SDK",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-06-09T19:21:43Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "a63bd438c5bc9319086af5f75a182dabaea32a02",
"body": "Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
"is_bot": true,
"headline": "chore(release): bump version to 0.4.2 (#175)",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-06-05T18:50:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "45e633211dc8581a4a72d00374ac50b2437ae1da",
"body": "fix: avoid import-time wandb_gql dependency",
"is_bot": false,
"headline": "Merge pull request #174 from wandb/fix/wandb-0271-graphql-import",
"author_name": "Anish Shah",
"author_login": "ash0ts",
"committed_at": "2026-06-05T18:27:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5e9b7d553c21658a575ae91f71f1001604b17d07",
"body": null,
"is_bot": false,
"headline": "Removes RetryingClient",
"author_name": "Andrew Casey",
"author_login": "acasey-wandb",
"committed_at": "2026-06-05T16:05:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2b6725719f1e947f68614ba20c022516398e584",
"body": "Route app URL lookup through the SDK compatibility helper so report and workspace URL construction works with W&B SDKs that expose _service_api instead of Api.client.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "fix: support service API app URLs",
"author_name": "Anish Shah",
"author_login": "ash0ts",
"committed_at": "2026-06-05T15:26:34Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "581d43985cb3f2639690ce2fac252f4466c2a2ab",
"body": "Route GraphQL execution through the current W&B SDK service API when available and lazily fall back to wandb_gql only for legacy clients.",
"is_bot": false,
"headline": "fix: avoid import-time wandb_gql dependency",
"author_name": "Anish Shah",
"author_login": "ash0ts",
"committed_at": "2026-06-05T15:03:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cdc054663357a9d7903675ca2508bd8b69f3de5e",
"body": "chore(release): bump version to v0.4.1",
"is_bot": false,
"headline": "Merge pull request #172 from wandb/release/v0.4.1",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-05-28T21:56:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9fb3383f7ce48c77955708071adf19c7055f8edb",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.1",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-05-28T21:40:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7ab347afb39ea7ed684ae6d462f2eeedd68c6e29",
"body": "feat: Runset column config + column locking",
"is_bot": false,
"headline": "Merge pull request #160 from wandb/WB-33632",
"author_name": "dae",
"author_login": "dae-k",
"committed_at": "2026-05-28T20:49:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cc265bc3ba61f9e08444ef5493c726620ebb45f9",
"body": null,
"is_bot": false,
"headline": "chore: warning when past 500 renderable limit on frontend",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-05-28T20:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6a9cff8d7b4ad7f3b1bd3fc73c2370d792906258",
"body": null,
"is_bot": false,
"headline": "chore: better comments",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-05-28T20:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c4dcd5236263fafe51b9b8dcf63bbd6d024b22d",
"body": null,
"is_bot": false,
"headline": "implement",
"author_name": "Daee Kang",
"author_login": null,
"committed_at": "2026-05-28T20:43:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "70c161e3b42aa9ef218ee90553f0de4154dede92",
"body": "chore(release): bump version to v0.4.0",
"is_bot": false,
"headline": "Merge pull request #171 from wandb/release/v0.4.0",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T19:25:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f552a9fe230555e3880bffed818ab60791323e7e",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.4.0",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-05-28T18:03:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "de618656de401a76040f7ae563617f433c9698d2",
"body": "feat(sdk): v2 filter support",
"is_bot": false,
"headline": "Merge pull request #153 from wandb/feat/v2-filters-read",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T18:02:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4ec18a26866b97a0ec5261a897c116a4bc9d5998",
"body": null,
"is_bot": false,
"headline": "merge",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:58:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0dc6584206583f9dc357b839136da13552ed725f",
"body": "feat(sdk): workspace v2 filter write-back",
"is_bot": false,
"headline": "Merge pull request #154 from wandb/feat/v2-filters-workspace-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:42:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b37e097f344849eb05de0dcfd419066ff61da3c8",
"body": "feat(sdk): report v2 filter write-back",
"is_bot": false,
"headline": "Merge pull request #155 from wandb/feat/v2-filters-report-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:38:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "828ba5800b9186cd1980528ae44cf5e56ab66cf2",
"body": "feat(sdk): expose Or/And API",
"is_bot": false,
"headline": "Merge pull request #151 from wandb/feat/v2-filters-or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:37:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "525bc7882ce077ee5a1473797274079e94397e80",
"body": "chore(release): auto-detect server-compat labels in release notes",
"is_bot": false,
"headline": "Merge pull request #170 from wandb/chore/release-notes-server-compat",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-28T17:26:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42011a1f8a17900076fe5d6dc753ce9f7b9c5898",
"body": "chore(release): bump version to v0.3.10",
"is_bot": false,
"headline": "Merge pull request #169 from wandb/release/v0.3.10",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T19:56:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea0474fa0a5b61c0fca0e5f4159720ec0a10c6f2",
"body": "Adds a post-release step to auto-release.yml that walks every commit\nbetween the previous tag and HEAD (via the compare API), maps each to\nits originating PR, and prepends a server-compatibility section to the\nrelease notes based on `requires-server/*` labels.\n\nSupported labels:\n - `requires-server\n[…]\n both label options so contributors know which to apply.\n\nVerified end-to-end against the unreleased PRs between v0.3.9 and the\nv0.3.10 release branch.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore(release): auto-detect server-compat labels in release notes",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T19:52:52Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "811fbe79ac0fa1ad828b2533fd572a75661a3350",
"body": null,
"is_bot": true,
"headline": "chore(release): bump version to 0.3.10",
"author_name": "github-actions[bot]",
"author_login": "github-actions[bot]",
"committed_at": "2026-05-27T17:22:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62319ecb1850f83229a0b696121df8f83f08f5ce",
"body": "feat(sdk): support baseline_run and pinned_runs in RunsetSettings",
"is_bot": false,
"headline": "Merge pull request #165 from wandb/mbarrramsey/baseline_pinned_sdk",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T17:14:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2d4ffbc2519c41ef0cb9f29b941c99ea76180f5c",
"body": null,
"is_bot": false,
"headline": "fix: normalize filter value key (#161)",
"author_name": "acasey-wandb",
"author_login": "acasey-wandb",
"committed_at": "2026-05-27T12:47:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b2c0a0b16f7a7c69e76c5ca8466f056867bf1aed",
"body": "Adds `baseline_run` and `pinned_runs` to `RunsetSettings` so the SDK\ncan configure the runset's baseline + pinned runs the same way the\nW&B app does.\n\nUsers pass run slugs (the value of `wandb.Run.id`, e.g. `\"g0dpjzew\"`,\nalso the last segment of a run URL). At the serialization boundary\nthe SDK enco\n[…]\n` invariant: setting only\n`baseline_run` auto-adds it to `pinned_runs`. Warns (but still\nserializes) when `pinned_runs` exceeds the app's 20-entry cap.\n\nCo-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat(sdk): support baseline_run and pinned_runs in RunsetSettings",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-05-27T00:43:45Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "daa4d07d54b1415458afa9130dc6dd7d6bc3cb2e",
"body": "Co-authored-by: Sourcegraph <batch-changes@sourcegraph.com>",
"is_bot": false,
"headline": "chore(security): enable Renovate for GitHub Actions SHA pinning (#164)",
"author_name": "shivawandb",
"author_login": "shivawandb",
"committed_at": "2026-05-26T13:50:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c9e8579f79e987ed1d53bd9b665664d91920d165",
"body": "- Remove Group class (no-op wrapper) from expr.py and all references\n- Update type annotations and validators in both interface files\n- Add Or/And and string OR examples to workspace and report filter\n example files\n- Update example comments to reflect OR support in string filters\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): remove Group class, add Or/And examples",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T22:09:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c13cdd767a4ca1071a61920f412150b3d552bac0",
"body": "- Change _tree_node_to_v2_items precedence check from <= to < so\n same-op nesting (OR-inside-OR, AND-inside-AND) is flattened instead\n of creating unnecessary v2 groups\n- Simplify Or.to_model: remove legacy AND bucket wrapping, rename\n buckets to children, flatten same-op OR children\n- Add same-op flattening to And.to_model for consistency\n- Remove stale docstrings from Or class\n- Update tests for new flattening behavior\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): flatten same-op nesting and simplify Or/And.to_model",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:56:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c5f4fcdc4558b55ed1355731b795f5346060c0b",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore: remove scratch files and venvs from tracking",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:10:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "57da4a33d60b3d6b513d6a50d155c8d0111e5638",
"body": "Pick up unified stashed field names and always-v2 write-back\nfor report Runsets. Resolve conflicts in test_filters.py.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "merge feat/v2-filters-report-write into feat/v2-filters-or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:09:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d22d812a2e9184534c38d1df55f12462040ab72",
"body": "- Rename _filters_internal/_raw_filters_v2/_original_v2_filter_string\n to unified _stashed_filters_v2/_stashed_filter_string\n- _to_model always produces v2 dict via filters_tree_to_v2\n- _from_model uses copy.deepcopy for v2, converts legacy to v2\n- Unify stashing: always set both stashed fields\n- Update tests for v2 dict output\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): report runset always writes v2 filters",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T21:06:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "303b0be2e6745a20a98b3b3711be229b3140e4b2",
"body": null,
"is_bot": false,
"headline": "Merge feat/v2-filters-report-write cleanup",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:59:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a8070621693286d7225a6ea6fd4d9b8ac3607338",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore: remove accidentally committed scratch files and venvs",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:56:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ec94b4c31c6ee54ed3cd9f172d00197d89d9062",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore: remove accidentally committed scratch files and venvs",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:55:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "712f6a3c263cb774dad37f3d6e7dacba11f852af",
"body": "Resolve conflicts: remove filters_to_expr/normalize_filters_to_string,\nupdate validators to use v2 path for Or/And/Group objects,\nupdate report _from_model to use v2 string conversion,\nupdate tests for v2-always write behavior.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-report-write into or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:54:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "55e30e0c4517cc039d610ffc4dca428fdc467e57",
"body": "Resolve conflicts: update report _to_model to use v2 path,\nupdate tests to match simplified filter output.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-workspace-write into report-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:47:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bdf6ff65d19c02810447b14653ac37575bdbf8b3",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: simplify _tree_node_to_v2_items",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:42:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb45173f78252b91d1fd84f721c51894ad628f1c",
"body": "- Add is_first_in_parent parameter for explicit connector tracking\n- Unwrap single-element groups to avoid unnecessary nesting\n- Remove _flatten_tree_to_v2_items (now handled by unified else branch)\n- Use immutable dict spread instead of mutating sub-items in place\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): improve tree-to-v2 conversion with precedence-aware grouping",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:37:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "aa4964890d22cf843c02b09f7b0da9ef7741f1b7",
"body": "Made-with: Cursor\n\n# Conflicts:\n#\twandb_workspaces/expr.py",
"is_bot": false,
"headline": "Merge branch 'feat/v2-filters-read' into feat/v2-filters-workspace-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:29:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b270ac01ccce348dffa9936051463a26ab3ba442",
"body": "- Add is_first_in_parent parameter for explicit connector tracking\n- Unwrap single-element groups to avoid unnecessary nesting\n- Remove _flatten_tree_to_v2_items (now handled by unified else branch)\n- Use immutable dict spread instead of mutating sub-items in place\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): improve tree-to-v2 conversion with precedence-aware grouping",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:28:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d275747394ff7fe9aae7e5158a222042b2ab20d8",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "chore(sdk): add legacy filter comments, remove debug prints",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T20:15:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e10a184e0089d3d24c46ab460995b70b7ab9e18b",
"body": "- filterexpr_list_to_string now formats FilterExpr directly to string\n without going through tree/v2 intermediate steps\n- Adds DeprecationWarning guiding users to And(...) syntax\n- Removes dead code: filter_expr_to_filters_tree, normalize_filters_to_string\n- Simplifies workspace and report validators to use filterexpr_list_to_string\n\nMade-with: Cursor",
"is_bot": false,
"headline": "refactor(sdk): simplify list→string path, deprecate plain list filters",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T19:47:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a83fd36a014bdb65fe81d7f59785c82d68d81806",
"body": "All filter-to-string conversions now go through the v2 pipeline\n(filters_tree_to_v2 -> filters_v2_to_string) which correctly handles\nparentheses and mixed AND/OR operators. The legacy filters_to_expr\nfunction has been deleted.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "refactor(sdk): remove legacy filters_to_expr, use v2 path everywhere",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T19:33:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fbfa53a6d0dc35596477a6c0c2b744b8388ae71",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-report-write into feat/v2-filters-or-groups",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:15:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0c9498b1e137f1002d6e7e4797bfd4ea69e3370d",
"body": "… into feat/v2-filters-report-write",
"is_bot": false,
"headline": "Merge remote-tracking branch 'origin/feat/v2-filters-workspace-write'…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:12:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc3339d90f990f64988dd63349b085fa788cfe93",
"body": "…-based ValueError\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: replace _flatten_nested_groups with depth…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:11:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41a523ff1b6f3c0e3308b8907f2b163aa76ba81a",
"body": "…-based ValueError\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: replace _flatten_nested_groups with depth…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:09:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "62f2f5241862550400de81986064d51c6169cecd",
"body": null,
"is_bot": false,
"headline": "Merge branch 'feat/v2-filters-read' into feat/v2-filters-workspace-write",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:08:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f8ad0360175f5dcb21c20066b82895dcfa38342a",
"body": "Resolve conflict in expr.py: keep _format_filter_leaf from our branch,\ntake main's simplified filters_to_expr signature (no is_root param).\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge origin/main into feat/v2-filters-read",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:05:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ce50a9b86e61b36da318d3ccb6ff6b58340340a3",
"body": "…-based ValueError\n\nResolve merge conflict by combining the write branch's is_first_in_parent\nconnector logic with the read branch's depth enforcement. Remove\n_flatten_nested_groups since the depth param on _tree_node_to_v2_items\nnow catches nested groups at conversion time. Update test to expect\nValueError instead of silent flattening.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Merge feat/v2-filters-read: replace _flatten_nested_groups with depth…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T18:00:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "685a66b1f616077ff3b90a7a8c4cd7c85c5be44c",
"body": "Replace silent flattening with precedence-aware depth tracking in\n_tree_node_to_v2_items. AND-inside-OR is inlined (implicit precedence),\nwhile OR-inside-AND creates a real group. Raises ValueError if groups\nnest deeper than 1 level, matching the UI's rendering limit.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat(sdk): enforce 1-level group depth limit in v2 filter conversion",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-30T17:52:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2c4b898760f265f5eca21055507edf6b88a207de",
"body": "Match legacy behavior where disabled filters are included in the\nstring. This avoids losing OR connectors when a disabled item starts\na new OR segment, and is consistent with how legacy filters have\nalways worked.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): include disabled v2 filters in string representation",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T22:58:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1572038276fd46809c3d1b1e1b7b7e19be5ff992",
"body": "fix(sdk): legacy filters adding nesting",
"is_bot": false,
"headline": "Merge pull request #157 from wandb/fix/legacy-filter-nesting",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T22:26:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "562be43534078e5be72faa753399f5f3c5acc3d3",
"body": "…tion\n\nfilters_to_expr incorrectly wrapped non-root AND nodes in parentheses,\ne.g. producing \"(a and b)\" instead of \"a and b\". When users appended\nto that string and saved, the parens caused a nested AND tree that\nlegacy filters can't handle, with nesting growing on each save cycle.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix(sdk): remove unnecessary parentheses from legacy filter serializa…",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T22:05:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "065ddc3b54b5e85ff54c7c6c1a500cde141da98c",
"body": "Stash the v2 filter dict (with disabled flags intact) at load time in\nboth Workspace and Report Runset. On write, if the filter string hasn't\nbeen modified, use the stashed v2 directly. Otherwise fall through to\nthe string → tree → v2 conversion (disabled state lost, acceptable\nsince the user explicitly changed filters).\n\nAlso updates tests to verify disabled preservation and adapts\nuser-constructed/modified runset tests for the always-write-v2 path.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: preserve disabled filter state through load/save roundtrip",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:42:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "333636425de38f963a7278b4dbb5bd35193617ae",
"body": "- Replace _reject_v2_format on Filters with _keep_v2_as_dict on\n internal.Runset (matching the workspace-write PR pattern)\n- Restore _format_filter_leaf to workspace-write PR version\n- Restore inline validator in report Runset instead of\n normalize_filters_to_string, add Or/And/Group elif branch\n- Fix trailing whitespace\n\nMade-with: Cursor",
"is_bot": false,
"headline": "chore: restore stacked PR patterns and revert cosmetic changes",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5f5d60060ed6f04ae115f25caa356de0e5b263f2",
"body": null,
"is_bot": false,
"headline": "comment",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4dc6868352a371ea3ac7470bfb1ee207834e85ef",
"body": "- Report Runset._to_model() now converts filters to v2 via\n filters_tree_to_v2(expr_to_filters(...)), matching the workspace path\n- Report Runset._from_model() handles v2 dicts with filters_v2_to_string\n- Widen Runset.filters type to accept Or/And/Group objects\n- Use shared normalize_filters_to_string validator\n- Remove _filters_internal stashing (no longer needed with always-v2)\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: reports always write v2 filters and accept Or/And/Group objects",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7b2f505e5391a825f2b111022d8ef567235d6810",
"body": "Add Or(), And(), Group() filter construction classes for programmatic\nv2 filter expressions. All workspaces and reports now always write in\nv2 format regardless of how they were loaded. Removes the legacy tree\nwrite path in favor of universal v2 output.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: expose Or/And/Group API and always write v2 filter format",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:33:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "151e4c861bc93025c814ed62e727b01e7296fd79",
"body": "The test used `A or (B and C)` which doesn't produce a group because AND\nnaturally binds tighter than OR. Changed to `(A or B) and C` where OR\ninside AND reverses natural precedence and correctly requires a v2 group.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: use correct precedence in test_modified_v2_with_group",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-29T00:29:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e277ec9aa6eda325d4a8c2ecaef5dd41ca7a1be3",
"body": "Extend the v2 write-back pattern to reports: stash raw v2 dict on load,\npreserve it on unchanged save, reconvert through tree → v2 on modified\nsave. Legacy reports now write filters in the canonical OR → AND → leaves\nshape. Adds TestReportWriteBack covering unchanged v2, modified v2, groups,\nlegacy preservation, and field separation.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: add report v2 filter write-back with legacy wrapping",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-28T23:29:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0ff4925029b98216751b5c06719c513dd2be0e1",
"body": "Python's ast.parse creates implicit AND nodes for mixed expressions like\n\"A or B and C\", but the v2 filters UI already handles AND-before-OR\nprecedence natively. Only create v2 groups when semantically needed\n(OR inside AND) or for explicit parentheses (same-op nesting).\n\nAlso flatten nested groups to respect the UI's max 1-level nesting.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: use precedence-aware grouping in tree-to-v2 conversion",
"author_name": "Marie Barr-Ramsey",
"author_login": "mbarrramsey",
"committed_at": "2026-04-28T23:28:54Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 35,
"commits_last_year": 178,
"latest_release_at": "2026-08-04T14:22:41Z",
"latest_release_tag": "v0.4.5",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 35,
"days_since_latest_release": 0,
"mean_days_between_releases": 15.4
},
"artifacts": {
"collected": true,
"structure": [
"tree.notebook"
],
"declarations": [
{
"name": "wandb-workspaces",
"path": "pyproject.toml",
"tokens": [
"pypi.classifier:Topic :: Software Development :: Libraries"
],
"ecosystem": "pypi"
}
]
},
"community": {
"has_readme": true,
"has_license": true,
"readme_badges": {
"hosts": [
"shields.io"
],
"total": 3,
"header": 3,
"collected": true,
"has_inspect_badge": false
},
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "wandb-workspaces",
"exists": true,
"license": "Apache-2.0",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3 :: Only",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.9",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"categories": [],
"matches_repo": true,
"registry_url": "https://pypi.org/project/wandb-workspaces/",
"declared_type": null,
"is_deprecated": false,
"latest_version": "0.4.5",
"repository_url": "https://github.com/wandb/wandb-workspaces",
"versions_count": 35,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 335812,
"first_published_at": "2024-06-03T14:04:55.717108Z",
"latest_published_at": "2026-08-04T14:23:12.608464Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 3,
"stars": 28,
"watchers": 5,
"fork_history": {
"days": [
{
"date": "2024-06-24",
"count": 1
},
{
"date": "2025-12-11",
"count": 1
},
{
"date": "2026-02-13",
"count": 1
}
],
"complete": true,
"collected": 3,
"total_forks": 3
},
"star_history": null,
"open_issues_and_prs": 13
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples",
"notebooks"
],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"wandb_workspaces/py.typed"
],
"toolchain_manifests": [],
"largest_source_bytes": 179859,
"source_files_sampled": 56,
"oversized_source_files": 2,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"pyproject.toml"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "gitpython",
"direct": false,
"version": "3.1.45",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-2f96-g7mh-g2hx",
"GHSA-3f7w-8rr8-f37f",
"GHSA-3rp5-jjmw-4wv2",
"GHSA-539m-9xh6-q6rr",
"GHSA-6p8h-3wgx-97gf",
"GHSA-7545-fcxq-7j24",
"GHSA-94p4-4cq8-9g67",
"GHSA-956x-8gvw-wg5v",
"GHSA-fjr4-x663-mwxc",
"GHSA-mv93-w799-cj2w"
],
"fixed_version": "3.1.57",
"advisory_count": 20,
"oldest_advisory_days": 100
},
{
"name": "click",
"direct": false,
"version": "8.1.8",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 96
},
{
"name": "click",
"direct": false,
"version": "8.3.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 96
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-mf9v-mfxr-j63j",
"GHSA-qccp-gfcp-xxvc",
"PYSEC-2026-141",
"PYSEC-2026-142"
],
"fixed_version": "2.7.0",
"advisory_count": 4,
"oldest_advisory_days": 84
},
{
"name": "filelock",
"direct": false,
"version": "3.19.1",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.3,
"advisory_ids": [
"GHSA-qmgc-5h2g-mvrw",
"GHSA-w853-jp5j-5j7f",
"PYSEC-2026-1374",
"PYSEC-2026-1375"
],
"fixed_version": "3.20.3",
"advisory_count": 4,
"oldest_advisory_days": 230
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.3,
"advisory_ids": [
"GHSA-65pc-fj4g-8rjx",
"PYSEC-2026-215"
],
"fixed_version": "3.15",
"advisory_count": 2,
"oldest_advisory_days": 76
},
{
"name": "pytest",
"direct": false,
"version": "8.3.5",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.8,
"advisory_ids": [
"GHSA-6w46-j5rx-g56g",
"PYSEC-2026-1845"
],
"fixed_version": "9.0.3",
"advisory_count": 2,
"oldest_advisory_days": 194
},
{
"name": "requests",
"direct": false,
"version": "2.32.5",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.5,
"advisory_ids": [
"GHSA-gc5v-m9x4-r6x2",
"PYSEC-2026-2275"
],
"fixed_version": "2.33.0",
"advisory_count": 2,
"oldest_advisory_days": 131
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"high": 3,
"critical": 1,
"moderate": 4
},
"advisory_count": 36,
"affected_count": 8,
"assessed_count": 54,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.7"
},
{
"name": "wandb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.13.7"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "pydantic",
"direct": true,
"version": "2.12.2",
"ecosystem": "pypi"
},
{
"name": "wandb",
"direct": true,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2025.10.5",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.1.8",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.0",
"ecosystem": "pypi"
},
{
"name": "codecov",
"direct": false,
"version": "2.1.13",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.10.7",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.11.0",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "eval-type-backport",
"direct": false,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "faker",
"direct": false,
"version": "37.11.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.19.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "gitdb",
"direct": false,
"version": "4.0.12",
"ecosystem": "pypi"
},
{
"name": "gitpython",
"direct": false,
"version": "3.1.45",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.15",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "1.18.2",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "1.26.4",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pandas",
"direct": false,
"version": "2.3.3",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.5.0",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "polyfactory",
"direct": false,
"version": "2.22.2",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "3.8.0",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.4",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.3.5",
"ecosystem": "pypi"
},
{
"name": "pytest-cov",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.32.5",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.14.1",
"ecosystem": "pypi"
},
{
"name": "sentry-sdk",
"direct": false,
"version": "2.42.0",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "smmap",
"direct": false,
"version": "5.0.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.36.1",
"ecosystem": "pypi"
},
{
"name": "wandb-workspaces",
"direct": false,
"version": "0.4.5",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 54,
"direct_count": 2,
"indirect_count": 52
}
},
"maintainership": {
"issues": {
"open_prs": 7,
"merged_prs": 135,
"open_issues": 6,
"closed_ratio": 0.538,
"closed_issues": 7,
"closed_unmerged_prs": 34
},
"bus_factor": 3,
"bot_contributors": 2,
"top_contributors": [
{
"type": "User",
"login": "luisbergua",
"commits": 82,
"avatar_url": "https://avatars.githubusercontent.com/u/113048227?v=4"
},
{
"type": "User",
"login": "mbarrramsey",
"commits": 58,
"avatar_url": "https://avatars.githubusercontent.com/u/126013019?v=4"
},
{
"type": "User",
"login": "ngrayluna",
"commits": 33,
"avatar_url": "https://avatars.githubusercontent.com/u/15202580?v=4"
},
{
"type": "User",
"login": "acasey-wandb",
"commits": 29,
"avatar_url": "https://avatars.githubusercontent.com/u/234003793?v=4"
},
{
"type": "User",
"login": "andrewtruong",
"commits": 24,
"avatar_url": "https://avatars.githubusercontent.com/u/15385696?v=4"
},
{
"type": "User",
"login": "clocasto-wandb",
"commits": 23,
"avatar_url": "https://avatars.githubusercontent.com/u/233846217?v=4"
},
{
"type": "User",
"login": "willtryagain",
"commits": 8,
"avatar_url": "https://avatars.githubusercontent.com/u/41161981?v=4"
},
{
"type": "User",
"login": "connieelee",
"commits": 7,
"avatar_url": "https://avatars.githubusercontent.com/u/17016170?v=4"
},
{
"type": "User",
"login": "al-stev",
"commits": 5,
"avatar_url": "https://avatars.githubusercontent.com/u/83406107?v=4"
},
{
"type": "User",
"login": "dae-k",
"commits": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/44410043?v=4"
}
],
"contributors_sampled": 22,
"top_contributor_share": 0.278
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"auto-release.yml",
"checks.yml",
"prepare-release.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"uv.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": 10,
"reason": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 10,
"reason": "all changesets reviewed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 6,
"reason": "project has 2 contributing companies or organizations -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 5,
"reason": "dependency not pinned by hash detected -- score normalized to 5",
"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": 10,
"reason": "security policy file 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": 0,
"reason": "24 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "ed5390c1a70279dadeefb6365b89d3fb0ba894bb",
"ran_at": "2026-08-04T14:25:29Z",
"aggregate_score": 6.1,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"recent_prs": {
"merged_7d": 1,
"decided_7d": 2,
"merged_30d": 5,
"authors_30d": 4,
"decided_30d": 6,
"sample_size": 60,
"window_days": 30,
"sample_exhausted": false,
"authors_probed_30d": 4,
"newcomer_merged_30d": 4,
"bot_prs_excluded_30d": 4,
"newcomer_authors_30d": 3,
"newcomer_decided_30d": 5
},
"ci_last_run_at": "2026-08-04T14:22:59Z",
"oldest_open_prs": [
{
"number": 12,
"created_at": "2024-06-17T17:39:13Z",
"last_comment_at": "2024-06-25T19:35:11Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 20,
"created_at": "2024-06-21T03:24:50Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 30,
"created_at": "2024-07-17T21:45:25Z",
"last_comment_at": "2024-07-18T14:51:02Z",
"last_comment_author": "sephmard"
},
{
"number": 162,
"created_at": "2026-05-19T22:52:34Z",
"last_comment_at": "2026-05-19T22:54:32Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 166,
"created_at": "2026-05-27T07:24:40Z",
"last_comment_at": "2026-05-27T07:25:44Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 167,
"created_at": "2026-05-27T07:24:47Z",
"last_comment_at": "2026-05-27T07:25:38Z",
"last_comment_author": "codecov-commenter"
},
{
"number": 186,
"created_at": "2026-07-24T18:16:55Z",
"last_comment_at": "2026-07-24T18:18:05Z",
"last_comment_author": "codecov-commenter"
}
],
"last_merged_pr_at": "2026-08-04T14:22:16Z",
"ci_last_conclusion": "SUCCESS",
"oldest_open_issues": [
{
"number": 32,
"created_at": "2024-08-29T12:21:55Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 35,
"created_at": "2025-01-09T03:10:18Z",
"last_comment_at": "2025-01-10T10:24:18Z",
"last_comment_author": "luisbergua"
},
{
"number": 46,
"created_at": "2025-03-23T17:30:58Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 65,
"created_at": "2025-07-09T17:55:35Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 123,
"created_at": "2026-01-20T16:01:20Z",
"last_comment_at": "2026-02-24T18:33:58Z",
"last_comment_author": "acasey-wandb"
},
{
"number": 168,
"created_at": "2026-05-27T07:24:49Z",
"last_comment_at": null,
"last_comment_author": null
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/wandb/wandb-workspaces",
"host": "github.com",
"name": "wandb-workspaces",
"owner": "wandb"
},
"metrics": {
"overall": {
"key": "overall",
"band": "excellent",
"name": "Overall health",
"note": "The weighted overall 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).",
"notes": [
{
"code": "overall_calibration",
"params": {
"raw": 75,
"calibrated": 89,
"calibration": "2026-08-02"
}
}
],
"value": 89,
"inputs": {
"security": 69,
"vitality": 89,
"community": 62,
"governance": 79,
"calibration": "2026-08-02",
"engineering": 76,
"ai_readiness": 57,
"weighted_overall_raw": 75
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 89,
"weight": 0.21,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 88,
"inputs": {
"commits_last_year": 178,
"human_commit_share": 0.93,
"days_since_last_push": 0,
"active_weeks_last_year": 35
},
"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": "35/52 weeks with commits",
"points": 24.2,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 35
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "178 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 178
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 35,
"latest_release_tag": "v0.4.5",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 15.4
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "35 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 35
}
}
],
"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 ~15.4 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 15.4
}
}
],
"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": "exceptional",
"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": 62,
"weight": 0.17,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 29,
"inputs": {
"forks": 3,
"stars": 28,
"watchers": 5,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "28 stars",
"points": 23.2,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 28
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "3 forks",
"points": 2.5,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 3
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "5 watchers",
"points": 3.3,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 5
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"has_readme": true,
"has_license": true,
"readme_badges": 3,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"readme_badge_services": [
"shields.io"
],
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"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": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 92,
"inputs": {
"packages": [
"wandb-workspaces"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 335812
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "335,812 downloads/month across pypi",
"points": 73.7,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 335812,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 79,
"weight": 0.23,
"metrics": [
{
"key": "maintainer_resilience",
"band": "good",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"bus_factor": 3,
"contributors_sampled": 22,
"top_contributor_share": 0.278
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "3 contributor(s) cover half of all commits",
"points": 36,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 3
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 28% of commits",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 28
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "22 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 22
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 6,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 72,
"inputs": {
"merged_prs": 135,
"open_issues": 6,
"closed_issues": 7,
"prs_merged_7d": 1,
"prs_decided_7d": 2,
"prs_merged_30d": 5,
"prs_decided_30d": 6,
"issue_closed_ratio": 0.538,
"closed_unmerged_prs": 34,
"first_time_authors_30d": 3,
"first_time_prs_merged_30d": 4,
"first_time_prs_decided_30d": 5
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "54% of issues closed",
"points": 22.6,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 54
}
}
],
"max_points": 42
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "135/169 decided PRs merged",
"points": 24,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 135,
"decided": 169
}
}
],
"max_points": 30
},
{
"key": "newcomer_pr_acceptance",
"name": "Newcomer PR acceptance",
"detail": "4/5 first-time contributors' PRs merged in 30d",
"points": 10.4,
"status": "partial",
"details": [
{
"code": "newcomer_prs_merged",
"params": {
"days": 30,
"merged": 4,
"decided": 5
}
}
],
"max_points": 13
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1411,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "wandb",
"public_repos": 158,
"account_age_days": 3430
},
"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": "1,411 followers of wandb",
"points": 22.6,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1411,
"login": "wandb"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "158 public repos, account ~9 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 158
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "exceptional",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"wandb-workspaces"
],
"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": "35 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 35
}
}
],
"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": 0.19,
"metrics": [
{
"key": "engineering_practices",
"band": "exceptional",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"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": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [],
"has_wiki": true,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "good",
"name": "Security",
"value": 69,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 61,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 6.1
},
"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": "7 out of 7 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 2 contributing companies or organizations -- score normalized to 6",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 5",
"points": 2.5,
"status": "partial",
"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 detected",
"points": 5,
"status": "met",
"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": "24 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "exceptional",
"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 54 resolved dependencies against OSV. 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": 54
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 36,
"affected_packages": 8,
"assessed_packages": 54,
"unassessed_packages": 0,
"affected_by_severity": "critical 1, high 3, moderate 4",
"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": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 54,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0.04,
"metrics": [
{
"key": "ai_agent_context",
"band": "weak",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.871,
"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": "81 of 93 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 81,
"sampled": 93
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 67,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"wandb_workspaces/py.typed"
],
"agent_commit_share": 0.04,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "wandb_workspaces/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "wandb_workspaces/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "4 of the last 100 commits agent-authored or agent-credited",
"points": 8,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 4,
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 5",
"points": 5,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 179859,
"source_files_sampled": 56,
"oversized_source_files": 2
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (wandb_workspaces/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "wandb_workspaces/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/56 source files over 60KB",
"points": 53,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 56,
"oversized": 2
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "weak",
"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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"top": [
"library"
],
"labels": [
"library"
],
"scores": {
"library": 12,
"notebook": 3
},
"primary": "library",
"evidence": [
{
"tier": "declared",
"label": "library",
"source": "pypi.classifier:Topic :: Software Development :: Libraries",
"weight": 6
},
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "structure",
"label": "notebook",
"source": "tree.notebook",
"weight": 3
}
],
"artifacts": [
{
"path": "pyproject.toml",
"labels": [
"library"
],
"ecosystem": "pypi"
}
],
"confidence": "high",
"host_extension": false,
"runs_as_process": false,
"consumed_by_code": true
},
"metrics_version": "2.5.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:wandb-workspaces@0.4.5; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-08-04T14:25:58.112282Z",
"schema_version": "0.30.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/w/wandb/wandb-workspaces.svg",
"full_name": "wandb/wandb-workspaces",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.5.0, Schema v0.30.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.