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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-28 21:02 UTC

dandi / dandi-archive

DANDI API server and Web app

Python · VueApache-2.0★ 25 Sterne⑂ 20 Forksseit Sept. 2020Auf GitHub ansehen ↗

dandi/dandi-archive erreicht einen Gesundheitsindex von 76 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (96/100) ab, am schwächsten bei Community & Adoption (50/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.

76
gesamt / 100
Gut

Software-Gesundheitsindex

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

76
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

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

Eigentümerschaft

72 Follower74 öffentliche Reposseit Juli 2019

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

Metriken nach Kategorie

Vitalität

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

94Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
32.5/36Commit-Rhythmus — 47/52 Wochen mit Commits
18/18Commit-Volumen — 668 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year668
human_commit_share0,86
days_since_last_push0
active_weeks_last_year47
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
27/36Release-Aktualität — letztes Release vor 110 Tagen
27/27Release-Rhythmus — ein Release etwa alle 7 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagv0.23.0
releases_from_tagsnein
days_since_latest_release110
mean_days_between_releases7
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

50Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
22.4/60Stars — 25 Stars
10.7/25Forks — 20 Forks
2.7/15Watcher — 4 Watcher
Verwendete Eingangsdaten
forks20
stars25
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
0/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

75Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
36/54Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab
16.9/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 25 % der Commits
13.5/13.5Breite der Beitragenden — 33 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 63 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor3
contributors_sampled33
top_contributor_share0,251
Wie die Bewertung erfolgt
31.6/46.8Issue-Lösungsquote — 68 % der Issues geschlossen
34.4/38.3PR-Annahme — 1.384/1.540 entschiedene PRs gemergt
13.5/15OpenSSF Scorecard: Code-Review — Found 10/11 approved changesets -- score normalized to 9
Verwendete Eingangsdaten
merged_prs1.384
open_issues398
closed_issues835
issue_closed_ratio0,677
closed_unmerged_prs156
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
13.4/25Reichweite des Inhabers — 72 Follower von dandi
25/25Kontohistorie — 74 öffentliche Repos, Kontoalter ca. 7 Jahre
Verwendete Eingangsdaten
followers72
owner_typeOrganization
is_verified
owner_logindandi
public_repos74
account_age_days2.561

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 7 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — eslint.config.js, tox.ini
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://dandiarchive.org
10/10Repository-Beschreibung
10/10Topics — 3 Topics
0/10Wiki
Verwendete Eingangsdaten
topicspython, django-rest-framework, hacktoberfest
has_wikinein
homepagehttps://dandiarchive.org
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

56Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 10/11 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 63 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
1/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 158 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate5,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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

63Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 71 von 86 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,826
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — eslint.config.js, tox.ini
11/11Statische Typprüfung — web/tsconfig.json
10/10Reproduzierbare Umgebung — devcontainer, Dockerfile, Nix, lockfile
10/10Belegte Agentenpraxis — 18 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 14 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
2/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 2
Verwendete Eingangsdaten
has_nixja
has_testsja
lockfilespackage-lock.json, uv.lock
has_dockerfileja
typed_languagenein
bootstrap_files
has_devcontainerja
has_linter_configja
typecheck_configsweb/tsconfig.json
agent_commit_share0,18
toolchain_manifests
dependency_bot_commit_share0,14
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (web/tsconfig.json)
54.5/55Handhabbare Dateigrößen — 2/239 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes74.743
source_files_sampled239
oversized_source_files2

Eckdaten

25GitHub-Sterne
33Mitwirkende
668Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
3Bus-Faktor
398offene Issues
npm, PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'dandiapi' from its registry
  • Could not fetch npm package 'dandi-playwright-test' from its registry
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 20 ⇿
0Sterne
20Forks
100Releases

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.

0481216202022020-092023-062026-04
Major 0Minor 19Patch 81

Jeder Punkt umfasst 6 Tage.

OpenSSF Scorecard 5.6 / 10
5.6Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-28 21:01 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests11 out of 11 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 10/11 approved changesets -- score normalized to 9
10Contributorsproject has 63 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
2Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 2
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities158 existing vulnerabilities detected
Direkte Abhängigkeiten 52
RegistryPaketVersionsvorgabeManifest
PyPIboto3==1.42.97pyproject.toml
PyPIcelery==5.6.3pyproject.toml
PyPIdandischema==0.12.1pyproject.toml
PyPIdjango==5.2.13pyproject.toml
PyPIdjango-allauth==65.16.1pyproject.toml
PyPIdjango-auth-style==0.15.0pyproject.toml
PyPIdjango-click==2.5.0pyproject.toml
PyPIdjango-cors-headers==4.9.0pyproject.toml
PyPIdjango-environ==0.13.0pyproject.toml
PyPIdjango-extensions==4.1pyproject.toml
PyPIdjango-filter==25.2pyproject.toml
PyPIdjango-guardian==3.3.1pyproject.toml
PyPIdjango-oauth-toolkit==3.2.0pyproject.toml
PyPIdjango-resonant-settings==0.50.4pyproject.toml
PyPIdjango-resonant-utils==0.19.0pyproject.toml
PyPIdjango-stubs-ext==6.0.3pyproject.toml
PyPIdjangorestframework==3.17.1pyproject.toml
PyPIdrf-extensions==0.8.0pyproject.toml
PyPIdrf-yasg==1.21.15pyproject.toml
PyPIjsonschema==4.26.0pyproject.toml
PyPImore_itertools==11.0.2pyproject.toml
PyPIpsycopg==3.3.3pyproject.toml
PyPIpyyaml==6.0.3pyproject.toml
PyPIrequests==2.33.1pyproject.toml
PyPIrich==15.0.0pyproject.toml
PyPIwhitenoise==6.12.0pyproject.toml
PyPIzarr-checksum==0.4.7pyproject.toml
PyPIdjango-s3-file-field==1.1.0pyproject.toml
PyPIdjango-storages==1.14.6pyproject.toml
PyPIsentry-sdk==2.58.0pyproject.toml
PyPIgunicorn==25.3.0pyproject.toml
PyPItqdm==4.67.3pyproject.toml
npm@apidevtools/json-schema-ref-parser15.3.5web/package.json
npm@koumoul/vjsf3.12.0web/package.json
npm@mdi/font7.4.47web/package.json
npm@resonant/oauth-client1.0.3web/package.json
npm@sentry/vue10.44.0web/package.json
npmaxios1.8.1web/package.json
npmcore-js3.41.0web/package.json
npmdompurify3.2.4web/package.json
npmfilesize11.0.14web/package.json
npmjs-yaml4.1.1web/package.json
npmlodash4.17.21web/package.json
npmmarked18.0.2web/package.json
npmmoment2.30.1web/package.json
npmpinia3.0.1web/package.json
npmroboto-fontface0.10.0web/package.json
npmvue3.5.13web/package.json
npmvue-router4.5.0web/package.json
npmvue3-social-sharing1.3.1web/package.json
npmvuedraggable4.1.0web/package.json
npmvuetify3.7.15web/package.json
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [
        "python",
        "django-rest-framework",
        "hacktoberfest"
      ],
      "is_fork": false,
      "size_kb": 11831,
      "has_wiki": false,
      "homepage": "https://dandiarchive.org",
      "languages": {
        "Nix": 648,
        "Vue": 228236,
        "HTML": 14213,
        "SCSS": 786,
        "Shell": 1912,
        "Python": 862376,
        "Procfile": 1043,
        "Dockerfile": 896,
        "JavaScript": 1554,
        "TypeScript": 117062
      },
      "pushed_at": "2026-07-28T17:03:08Z",
      "created_at": "2020-09-11T14:46:47Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T16:39:03Z",
      "description": "DANDI API server and Web app",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "master",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python",
        "Vue"
      ]
    },
    "owner": {
      "blog": "https://dandiarchive.org",
      "name": "DANDI: Distributed Archives for Neurophysiology Data Integration",
      "type": "Organization",
      "login": "dandi",
      "company": null,
      "location": "United States of America",
      "followers": 72,
      "avatar_url": "https://avatars.githubusercontent.com/u/53260526?v=4",
      "created_at": "2019-07-24T11:02:57Z",
      "is_verified": null,
      "public_repos": 74,
      "account_age_days": 2561
    },
    "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": "v0.23.0",
          "kind": "minor",
          "published_at": "2026-04-09T15:23:27Z"
        },
        {
          "tag": "v0.22.0",
          "kind": "minor",
          "published_at": "2026-03-24T18:42:39Z"
        },
        {
          "tag": "v0.21.11",
          "kind": "patch",
          "published_at": "2026-03-24T16:57:01Z"
        },
        {
          "tag": "v0.21.10",
          "kind": "patch",
          "published_at": "2026-03-18T14:59:08Z"
        },
        {
          "tag": "v0.21.9",
          "kind": "patch",
          "published_at": "2026-03-11T15:18:11Z"
        },
        {
          "tag": "v0.21.8",
          "kind": "patch",
          "published_at": "2026-03-06T20:26:43Z"
        },
        {
          "tag": "v0.21.7",
          "kind": "patch",
          "published_at": "2026-03-06T20:12:52Z"
        },
        {
          "tag": "v0.21.6",
          "kind": "patch",
          "published_at": "2026-02-18T18:57:03Z"
        },
        {
          "tag": "v0.21.5",
          "kind": "patch",
          "published_at": "2026-02-17T18:12:29Z"
        },
        {
          "tag": "v0.21.4",
          "kind": "patch",
          "published_at": "2026-02-05T18:39:24Z"
        },
        {
          "tag": "v0.21.3",
          "kind": "patch",
          "published_at": "2026-02-02T19:12:33Z"
        },
        {
          "tag": "v0.21.2",
          "kind": "patch",
          "published_at": "2026-01-13T19:21:12Z"
        },
        {
          "tag": "v0.21.1",
          "kind": "patch",
          "published_at": "2026-01-13T01:36:37Z"
        },
        {
          "tag": "v0.21.0",
          "kind": "minor",
          "published_at": "2026-01-08T21:19:56Z"
        },
        {
          "tag": "v0.20.0",
          "kind": "minor",
          "published_at": "2025-12-17T20:45:43Z"
        },
        {
          "tag": "v0.19.0",
          "kind": "minor",
          "published_at": "2025-11-13T19:29:38Z"
        },
        {
          "tag": "v0.18.1",
          "kind": "patch",
          "published_at": "2025-11-12T02:34:17Z"
        },
        {
          "tag": "v0.18.0",
          "kind": "minor",
          "published_at": "2025-11-04T21:57:21Z"
        },
        {
          "tag": "v0.17.2",
          "kind": "patch",
          "published_at": "2025-10-24T19:49:53Z"
        },
        {
          "tag": "v0.17.1",
          "kind": "patch",
          "published_at": "2025-10-24T17:45:14Z"
        },
        {
          "tag": "v0.17.0",
          "kind": "minor",
          "published_at": "2025-10-24T16:09:53Z"
        },
        {
          "tag": "v0.16.4",
          "kind": "patch",
          "published_at": "2025-10-24T15:45:15Z"
        },
        {
          "tag": "v0.16.3",
          "kind": "patch",
          "published_at": "2025-10-23T17:44:56Z"
        },
        {
          "tag": "v0.16.2",
          "kind": "patch",
          "published_at": "2025-10-10T14:39:17Z"
        },
        {
          "tag": "v0.16.1",
          "kind": "patch",
          "published_at": "2025-10-07T15:34:06Z"
        },
        {
          "tag": "v0.16.0",
          "kind": "minor",
          "published_at": "2025-10-06T16:16:57Z"
        },
        {
          "tag": "v0.15.5",
          "kind": "patch",
          "published_at": "2025-09-29T19:29:51Z"
        },
        {
          "tag": "v0.15.4",
          "kind": "patch",
          "published_at": "2025-09-24T22:11:46Z"
        },
        {
          "tag": "v0.15.3",
          "kind": "patch",
          "published_at": "2025-09-23T20:57:41Z"
        },
        {
          "tag": "v0.15.2",
          "kind": "patch",
          "published_at": "2025-09-23T20:48:25Z"
        },
        {
          "tag": "v0.15.1",
          "kind": "patch",
          "published_at": "2025-09-18T17:47:53Z"
        },
        {
          "tag": "v0.15.0",
          "kind": "minor",
          "published_at": "2025-09-17T16:15:53Z"
        },
        {
          "tag": "v0.14.0",
          "kind": "minor",
          "published_at": "2025-09-15T15:05:11Z"
        },
        {
          "tag": "v0.13.6",
          "kind": "patch",
          "published_at": "2025-09-12T19:01:23Z"
        },
        {
          "tag": "v0.13.5",
          "kind": "patch",
          "published_at": "2025-09-09T14:50:13Z"
        },
        {
          "tag": "v0.13.4",
          "kind": "patch",
          "published_at": "2025-08-28T17:16:41Z"
        },
        {
          "tag": "v0.13.3",
          "kind": "patch",
          "published_at": "2025-08-28T11:15:08Z"
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        {
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          "body": "This was an accidental overeager locking as a result of the\nselect_related call. The dandiset doesn't need to be locked during\nthis (relatively slow) transaction.",
          "is_bot": false,
          "headline": "Stop locking the dandiset for zarr ingestion",
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          "headline": "Merge pull request #2853 from candleindark/fix-encode-pydantic-error-…",
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          "headline": "Merge pull request #2843 from dandi/search-operators-autocomplete",
          "author_name": "Ben Dichter",
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          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into search-operators-au…",
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          "body": "Fix search within \"My Dandisets\" to include owned/embargoed dandisets",
          "is_bot": false,
          "headline": "Merge pull request #2841 from dandi/fix-search-my-dandisets-2834",
          "author_name": "Ben Dichter",
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          "body": "`_encode_pydantic_error` accessed `error['loc'][0]`, which raises\n`IndexError` when a Pydantic validation error has an empty `loc` tuple.\nPydantic attaches errors raised by a top-level `@model_validator` to the\nmodel root, so their `loc` is `()`. Because the encoder runs inside the\n`except` handler \n[…]\nmodel validators on `Dandiset`/`Asset`, but it is a correct,\nlow-risk robustness fix independent of that.\n\nCo-Authored-By: Claude Code 2.1.173 / Claude Opus 4.8 claude-opus-4-8 <noreply@anthropic.com>",
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          "headline": "Guard against empty `loc` in `_encode_pydantic_error`",
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          "body": "`performSearch` short-circuited whenever `searchText` equaled the route's\n`search` param (normalized with `|| ''`). On a dandiset landing page or the\nhome page the param is absent, so an empty Enter — which previously navigated\nto the search results page (listing all dandisets) — became a no-op. Thi\n[…]\npage always\nnavigates there (empty query allowed), and only apply the unchanged-query\nno-op guard when already on the search page.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix empty-query Enter not navigating to search results page",
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          "is_bot": false,
          "headline": "E2E: target search field by textbox role, not combobox",
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          "body": "The Playwright E2E job runs the API via `manage.py runserver`, which spawns a\nthread per request. With the inherited CONN_MAX_AGE of 10 minutes, each thread\nholds its Postgres connection for the whole run, so the connection count grows\nwith the number of requests. Past Postgres's default max_connect\n[…]\nd set DJANGO_CONN_MAX_AGE=0 for the\nE2E job so connections close per-request and the count stays bounded regardless\nof test count.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into fix-search-my-dandi…",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
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          "body": "Cover the operator dropdown end-to-end on the home page search field:\nfull list on focus, filtering as you type, insertion via Enter/click,\nmid-query insertion on the token under the cursor, Escape-to-dismiss, and\nEnter-submits-while-browsing.\n\nAlso update the existing dandisets-page search test to target the field by\nits combobox role, since the search input now exposes role=\"combobox\".\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add E2E tests for search operator autocomplete",
          "author_name": "Ben Dichter",
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          "body": "…tocomplete",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into search-operators-au…",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-06-08T19:06:08Z",
          "body_truncated": false,
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          "oid": "fa378fff5619966b0ad9d303af289843968c4673",
          "body": "Remove `standard:` search operator",
          "is_bot": false,
          "headline": "Merge pull request #2844 from dandi/fix-standard-search-operator",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-06-08T19:01:38Z",
          "body_truncated": false,
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        {
          "oid": "05fda3c2c4a256e36951fd2ec012220168cdec4b",
          "body": "The standard: operator never worked reliably against real data and isn't\nproviding enough value to keep. Remove it from the parser operator set,\nfilter logic, API help text, and frontend examples. Can be re-added later\nonce it's matched against the right metadata source.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Remove standard: search operator",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
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          "body": "…-operator",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/master' into fix-standard-search…",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
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          "body": "ci: bump @playwright/test 1.51.1 -> 1.60.0 to fix E2E stall (#2845)",
          "is_bot": false,
          "headline": "Merge pull request #2849 from dandi/bf-playwright-bump",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-06-02T22:02:33Z",
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          "body": "When I regenerated e2e/package-lock.json on Linux during the\nplaywright bump, npm omitted the optional macOS-only `fsevents`\nentries entirely. CI then refused with:\n\n  npm error `npm ci` can only install packages when your package.json\n  and package-lock.json or npm-shrinkwrap.json are in sync.\n  np\n[…]\n=x64\n--package-lock-only`, which forces npm to include the platform-\nspecific optional deps in the lockfile.\n\nCo-Authored-By: Claude Code 2.1.160 / Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: include darwin fsevents in e2e lockfile so `npm ci` passes (#2845)",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-06-02T21:46:35Z",
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        },
        {
          "oid": "a96a93614be02c327e57f972d7c5babbfd0d4111",
          "body": "Frontend E2E jobs have stalled at `npx playwright install --with-deps`\nsince the GitHub-hosted `ubuntu-24.04` runner image moved from\n`20260518.149.1` to `20260525.161.1` (May 28-29 2026). The Chromium zip\ndownload streams to 100% on `cdn.playwright.dev/dbazure/...` and the\nprocess then never procee\n[…]\nl back to the container or\ncurl-prefetch approach.\n\nRefs: https://github.com/dandi/dandi-archive/issues/2845\n\nCo-Authored-By: Claude Code 2.1.160 / Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: bump @playwright/test 1.51.1 -> 1.60.0 to fix E2E stall (#2845)",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-06-02T18:01:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a232b1fdd72e549781db91d28e49cc63f7d5ff93",
          "body": "The `standard:` operator matched `$.dataStandard[*].name` against asset\nmetadata, but `dataStandard` is reported on the Version's assetsSummary,\nnot on individual assets — so it never matched and always returned 0\nresults in production.\n\nMatch `standard:` against the Version metadata\n(`$.assetsSumma\n[…]\nxisting\ntest was rewritten to seed `dataStandard` on the version assetsSummary\n(where it actually lives) rather than on the asset.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix standard: search operator to match version dataStandard",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-06-01T16:45:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "016db3793a95bf2e4716b62bd334c7ae8dde3b0b",
          "body": "Display the example value (e.g. the 2024-01-01 date format for date\noperators) as a muted hint after each operator key, so users can see the\nexpected value format. Derived from the same operatorHelp examples.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Show example/format hint next to each operator in the dropdown",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-06-01T16:16:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e082c32f02396ede4ea35fac665b50a40ddad0c6",
          "body": "Surface the available GitHub-style search operators (species:, approach:,\ncreated_after:, etc.) in a dropdown beneath the search field to make them\ndiscoverable, as requested in #2828.\n\n- Suggestions are derived from the existing operatorHelp list, so the help\n  table and the dropdown stay in sync.\n\n[…]\nlist is teleported to <body> and positioned manually so the\n  toolbar's overflow:hidden doesn't clip it; focus stays in the input.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add operator autocomplete dropdown to dandiset search (#2828)",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-06-01T16:10:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7da3e92b5eddaa6d453e033f47d38225b1f322d5",
          "body": "Searching from the \"My Dandisets\" page silently fell through to the\npublic search, omitting the user's embargoed dandisets (#2834).\n\n- DandisetSearchField: keep the search in context on the myDandisets\n  route instead of always pushing to the public searchDandisets route.\n- DandisetsPage: send the `\n[…]\nsame flag.\n- MyDandisetsView: show a search-aware empty state instead of the\n  misleading \"You haven't created any dandisets yet\".\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix search within \"My Dandisets\" to include owned/embargoed dandisets",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-06-01T15:04:19Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b4c0367556899d46358082d0fb711b2c025b6563",
          "body": null,
          "is_bot": false,
          "headline": "Merge pull request #2833 from dandi/display-embargoed-until-date",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-29T16:39:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28790e2157ea0d56c91bdf6ca15944072a4dfc31",
          "body": "Updated the S3 backup documentation to include detailed sections on proposed solutions, requirements, advantages, limitations, and cost analysis for various backup strategies.",
          "is_bot": false,
          "headline": "Revise S3 backup documentation with detailed analysis (#2830)",
          "author_name": "Cody Baker",
          "author_login": "CodyCBakerPhD",
          "committed_at": "2026-05-27T19:08:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "667dfd156d374f14c65e5b565e55b7c206b825f8",
          "body": "…ppet\n\nUpdate code snippet to show correct instance",
          "is_bot": false,
          "headline": "Merge pull request #2689 from aplbrain/add-dandi-instance-to-code-sni…",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-05-21T16:34:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0aaad46fbc390dbe8388fe8c4e93e843a13ecf3f",
          "body": "Show the embargo end date next to the access status in the\nlanding page's Access Information section, so owners, curators,\nand reviewers can see when an embargo lifts without querying the\nAPI. Falls back to the plain status when embargoedUntil is absent.\n\nCloses #2832\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Display embargoedUntil date on the dandiset landing page",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-20T18:11:43Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "62e131f9686dbb039a775d755d9a91192b1bf913",
          "body": "Display total data size on the homepage with one decimal place",
          "is_bot": false,
          "headline": "Merge pull request #2802 from kabilar/filesize",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-05-18T19:03:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd57e5524e780af010758ac4ca14aa399acd3673",
          "body": "* Design doc for S3 backup\n\n* Fix outdated info\n\nWe are no longer considering the use of a bucket in a different region.\n\n* Update cost analysis with accurate inputs\n\nWe are expecting a bulk of 6PB over the next 5 years, not 30PB.\n\n* Fix typo in bulk retrieval cost\n\n* Add worst-case disaster recover\n[…]\nd-by: Roni Choudhury <roni.choudhury@kitware.com>\nCo-authored-by: Roni Choudhury <2903332+waxlamp@users.noreply.github.com>\nCo-authored-by: Cody Baker <51133164+CodyCBakerPhD@users.noreply.github.com>",
          "is_bot": false,
          "headline": "S3 Backup design doc (#2627)",
          "author_name": "Mike VanDenburgh",
          "author_login": "mvandenburgh",
          "committed_at": "2026-05-18T19:02:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3d55fc58d271e2d5276bb0a08ad3d1bc6fc53f9",
          "body": "Add support to open NIfTI assets in Neurosift",
          "is_bot": false,
          "headline": "Merge pull request #2700 from kabilar/neurosift",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-05-18T18:54:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eecb54c0c52b170283c10ea960d087e1399ab3c1",
          "body": "…/add-to-project-2.0.0\n\n[gh-actions](deps): Bump actions/add-to-project from 1.0.2 to 2.0.0",
          "is_bot": false,
          "headline": "Merge pull request #2813 from dandi/dependabot/github_actions/actions…",
          "author_name": "Kabilar Gunalan",
          "author_login": "kabilar",
          "committed_at": "2026-05-18T18:47:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a77b4dc52e6f82f36f1dce4de9563a561ede0979",
          "body": "…-4.3\n\nFix native Celery instructions for RabbitMQ 4.3",
          "is_bot": false,
          "headline": "Merge pull request #2815 from candleindark/fix-native-celery-rabbitmq…",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-05-18T18:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7aa46103eb3c745b562c03a95cc5c4b1fefeb23a",
          "body": "Fix documentation link in email template",
          "is_bot": false,
          "headline": "Merge pull request #2803 from kabilar/email2",
          "author_name": "Yaroslav Halchenko",
          "author_login": "yarikoptic",
          "committed_at": "2026-05-18T18:45:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb07de2741a64478572aec2f2b976518bf30a4c5",
          "body": "[codex] Fix citation author filtering",
          "is_bot": false,
          "headline": "Merge pull request #2794 from dandi/codex/fix-citation-author-filter",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-14T12:47:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b29fd936d3317dd3c77176259973a6acb3024a24",
          "body": "Each citation formatter now early-returns when there are no authors,\nwith a dedicated template per format. The previous approach stuffed\nthe title into authorString and then blanked out the title slot\ndownstream, which conflated two variables (authorString held the\ntitle) and forced six near-identic\n[…]\nng quote (\"Title.\")\n- IEEE: comma inside the closing quote (\"Title,\")\n- authorString is now typed as string and only holds authors\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor no-author citation handling per-format",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-14T01:26:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48d4f8cf037e08785325cc308d799c2d033b254a",
          "body": "Wider, responsive advanced-search help popover (closes #2818)",
          "is_bot": false,
          "headline": "Merge pull request #2820 from bendichter/advanced-search-wider-popover",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-07T15:15:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69f0886293dec58e2d8157380ff659bd08d2b315",
          "body": "The popover was hard-capped at max-width: 420px, which forced the\ndescription column to wrap awkwardly even when there was plenty of\nviewport room.\n\nUse a responsive cap (min-width: 420px; max-width: min(80vw, 720px))\nso the popover comfortably fits the longest operator example on\nordinary monitors and shrinks gracefully on small screens. Also pin\nthe example column with white-space: nowrap so operator strings stay\nreadable as code.",
          "is_bot": false,
          "headline": "Make advanced-search help popover responsive (closes #2818)",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-07T14:45:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2692ef6c96e237303df04c0763476f1e29392339",
          "body": "Gmail-style advanced search for dandiset listing",
          "is_bot": false,
          "headline": "Merge pull request #2814 from bendichter/advanced-search",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-07T12:06:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "334938c9ec6ac80723027f362fb0f08711b48704",
          "body": "Per @yarikoptic: it's a one-time-use helper that returns None just so\nthe caller can raise. Drop the indirection — strptime + try/except in\nplace, raise SearchSyntaxError directly from the except.",
          "is_bot": false,
          "headline": "Inline _parse_date into apply_search_filters",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-06T23:56:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65659e23e3ecf4301588cab5083958ae7d707e79",
          "body": "Co-authored-by: Yaroslav Halchenko <debian@onerussian.com>",
          "is_bot": false,
          "headline": "Update web/src/components/DandisetSearchField.vue",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-06T20:45:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7dc3afb6ddef3766fd4a75a0cdf0bc17e4d544fe",
          "body": "Fix \"This Version\" header style on DLP",
          "is_bot": false,
          "headline": "Merge pull request #2816 from dandi/fix-this-version-header",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-06T19:46:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0cf78efd63defd2a8052f5d2fb16fa522d647ef4",
          "body": "Replace the v-row + v-list-subheader with a v-card-title so the\nheading matches the \"Owners\" and \"Dandiset Actions\" cards on the\ndandiset landing page.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix \"This Version\" header style on DLP",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-06T13:53:30Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ca7f283794c38c9d67ba3969f27be0ecf57ebc04",
          "body": "- Drop the `\\\"` claim from the unbalanced-quote message; the parser\n  doesn't support that escape (no_R2#2).\n- Empty operator value (e.g. `species:\" \"`) now raises 400 instead of\n  being silently dropped (no_R2#6).\n- Override OpenAPI help text on the `search` parameter to document the\n  operator voc\n[…]\niously generated\"\n  comment in views/dandiset.py; trim __all__ in services.search to\n  the public surface (parse_search, SearchSyntaxError); add a clarifying\n  comment to the cross-key intersect test.",
          "is_bot": false,
          "headline": "Address round-2 review feedback",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T20:55:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f39473d5924594a76acfba40b36e6846eacc8b10",
          "body": "`species:` was still using the AssetSearch.species denormalized column,\nwhich the materialized view defines as `wasAttributedTo[0].species.name`\n(only the first attributed subject). That diverged from how the other\nasset operators (approach/technique/standard) now match — they scan the\nfull array vi\n[…]\n_apply_asset_filter` and unifies the four NAME_PATH operators behind a\nsingle jsonpath dispatch.\n\nAdds a regression test that asserts a multi-subject asset matches\n`species:Human` AND `species:mouse`.",
          "is_bot": false,
          "headline": "species: scan all attributed subjects, not just the first",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T20:50:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4dd19c180d43e3f5a2586349307c84e2bd2cc668",
          "body": "Per @yarikoptic's review: GitHub, Jira, Linear, Notion, etc. all use\nbare operators like `label:bug` for multi-valued filters; Gmail reserves\n`has:` for boolean checks (`has:attachment`), not for valued ones. The\n`has_` prefix here was a redundant disambiguator that the broader\necosystem doesn't nee\n[…]\nys comparison direction, not is/has semantics.\n\nAlso surface backend SearchSyntaxError 400s inline in DandisetsPage.vue\ninstead of letting them bubble up to the global \"something went wrong\"\nsnackbar.",
          "is_bot": false,
          "headline": "Drop has_ prefix from asset operators",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T20:43:35Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2a9f13e7f23e1af008b9c635bbec6701980ba5ad",
          "body": "Match the syntax used in the Dev Containers section and\ndocker-compose.override.yml (--queues instead of -Q, --beat\ninstead of -B) so all three invocations read identically.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Use long-form Celery options in native instructions",
          "author_name": "Isaac To",
          "author_login": "candleindark",
          "committed_at": "2026-05-05T20:21:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6a007789bcc389d4951a65a3a8af33f08a15bf31",
          "body": "The \"Develop Natively\" section was missed by c10a585c. Without\n--without-mingle and --without-gossip, the worker tries to declare\nnon-exclusive, non-durable pidbox and celeryev queues, which\nRabbitMQ 4.3 rejects.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix native Celery command for RabbitMQ 4.3",
          "author_name": "Isaac To",
          "author_login": "candleindark",
          "committed_at": "2026-05-05T20:17:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e087cdf492b137c9a579bdb4d80627123c1c24fc",
          "body": "Per @yarikoptic's review of #2814:\n\n- Drop the create_search_test_data management command. It was a dev-only\n  seeder, never exercised by the test suite, and posed a risk of bit-rot\n  and accidental destructive use against a real DB.\n\n- Tighten the parser's error handling: unbalanced quotes and unkn\n[…]\ns as two parametrized tests (10 happy-path\n  cases, 6 error cases) instead of 13 individual tests.\n\nTest count: 35 (16 parametrized parser cases + 19 integration). All\npass; ruff check + format clean.",
          "is_bot": false,
          "headline": "Address review: strict parser, AI-marked tests, cleanup",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T19:05:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "65752ed31690a43efa88bcacb31585be2c20e138",
          "body": "fix: use datePublished for citation year on published versions",
          "is_bot": false,
          "headline": "Merge pull request #2771 from dandi/fix-citation-missing-year",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T16:51:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2857c57262dcbac4ff1291075ddd6984cb00d0b3",
          "body": "The Playwright test located the search field by accessibility name\n\"Search Dandisets by name,\", which was the original full placeholder.\nThe advanced-search PR shortened that placeholder to surface operator\nhints, breaking the locator. Switch to the shorter substring \"Search\nDandisets\" so the test survives future copy tweaks.",
          "is_bot": false,
          "headline": "e2e: match search placeholder by stable substring",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T01:47:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "185b36b8a09930b9087073ef5d11a3212928f970",
          "body": "The seeder used to call delete_dandiset(user=owner, ...) but switched to\nraw ORM .delete() to bypass the published-version guard. The parameter\nwas left behind with a noqa: ARG001 comment, but the project's ruff\nconfig doesn't enable ARG001, so the noqa itself failed RUF100 in CI.\nJust drop the parameter and the comment.",
          "is_bot": false,
          "headline": "Drop unused owner parameter from _delete_existing",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T01:34:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2047c6cf33edc585bd2b613657b7bf3cb76e3565",
          "body": "Recognize key:value operators inside the existing /api/dandisets/?search=\nparameter so users can filter by structured properties without leaving the\nlisting's search box. Same syntax works from the dandi CLI, curl, or any\nHTTP client.\n\nv1 operators (AND-combined; quoted multi-word values supported):\n[…]\nach\n  operator, multi-element JSON array matching, repeated operators\n  (intersection / annotation reuse), free text + operator combinations,\n  embargoed-asset visibility, and fail-closed date parsing",
          "is_bot": false,
          "headline": "Add Gmail-style advanced search to dandiset listing",
          "author_name": "Ben Dichter",
          "author_login": "bendichter",
          "committed_at": "2026-05-05T01:20:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "98bfd3886df8a5b93defead2f5f1d6d5872f1419",
          "body": "Bumps [actions/add-to-project](https://github.com/actions/add-to-project) from 1.0.2 to 2.0.0.\n- [Release notes](https://github.com/actions/add-to-project/releases)\n- [Commits](https://github.com/actions/add-to-project/compare/v1.0.2...v2.0.0)\n\n---\nupdated-dependencies:\n- dependency-name: actions/add-to-project\n  dependency-version: 2.0.0\n  dependency-type: direct:production\n  update-type: version-update:semver-major\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "[gh-actions](deps): Bump actions/add-to-project from 1.0.2 to 2.0.0",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-05T00:53:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40d5a1411618e32248e509507a32fd46d167bade",
          "body": "Get `fsspec` from `dandi[extras]`",
          "is_bot": false,
          "headline": "Merge pull request #2809 from dandi/fsspec",
          "author_name": "Jacob Nesbitt",
          "author_login": "jjnesbitt",
          "committed_at": "2026-05-01T21:54:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dad78a306ac0c8196a1094ec1b4a075d1b045b78",
          "body": "`fsspec[http]` was added by #1545 as a transitive\ndependency of the CLI. Enabling the `[extras]` extra\ncauses `dandi` to depend on it automatically.",
          "is_bot": false,
          "headline": "Get `fsspec` from `dandi[extras]`",
          "author_name": "Brian Helba",
          "author_login": "brianhelba",
          "committed_at": "2026-05-01T19:26:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8bbc167be5a03ab8355f9d00eb1ea18fcc21d4d",
          "body": null,
          "is_bot": false,
          "headline": "Merge pull request #2792 from dandi/celery-fix",
          "author_name": "Brian Helba",
          "author_login": "brianhelba",
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                    "code": "topics_count",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 56,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 5.6
            },
            "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": "11 out of 11 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": "Found 10/11 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 63 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 20 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 1,
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "158 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 22
            },
            "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": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.826,
              "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": "71 of 86 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 86
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 74,
            "inputs": {
              "has_nix": true,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "web/tsconfig.json"
              ],
              "agent_commit_share": 0.18,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.14
            },
            "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": "eslint.config.js, tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "eslint.config.js, tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "web/tsconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "web/tsconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, Nix, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, Nix, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "18 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 18,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "14 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 14,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 2",
                "points": 2,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 74743,
              "source_files_sampled": 239,
              "oversized_source_files": 2
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (web/tsconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "web/tsconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "2/239 source files over 60KB",
                "points": 54.5,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 239,
                      "oversized": 2
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "Could not fetch pypi package 'dandiapi' from its registry",
    "Could not fetch npm package 'dandi-playwright-test' from its registry",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T21:02:17.352954Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dandi/dandi-archive.svg",
  "full_name": "dandi/dandi-archive",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

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