Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-28 09:58 UTC
open-webui / oikb
Sync anything to Open WebUI Knowledge Bases
open-webui/oikb erreicht einen Gesundheitsindex von 54 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (64/100) ab, am schwächsten bei AI Readiness (30/100). Zuletzt vor 10 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
54
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.
54
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 53 wird auf der veröffentlichten Indexskala auf 54 kalibriert (Register-Kalibrierung 2026-08-02).
Eigentümerschaft
Open WebUIOrganisation
5.113 Follower25 öffentliche Reposseit Jan. 2024
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 | oikb | 0.4.0 | 8.961 | 21 | vor 10 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
64
Entwicklungsaktivität
47Schwach
Wie die Bewertung erfolgt
| 28.8/36 | Push-Aktualität — letzter Push vor 10 Tagen |
| 3.5/36 | Commit-Rhythmus — 5/52 Wochen mit Commits |
| 15/18 | Commit-Volumen — 46 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Verwendete Eingangsdaten
| commits_last_year | 46 |
| human_commit_share | 1 |
| days_since_last_push | 10 |
| active_weeks_last_year | 5 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 22 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 10 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 6,4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 22 |
| latest_release_tag | v0.4.0 |
| releases_from_tags | nein |
| days_since_latest_release | 10 |
| mean_days_between_releases | 6,4 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
55
Popularität & Verbreitung
52Mittel
Wie die Bewertung erfolgt
| 38.1/60 | Stars — 225 Stars |
| 13.4/25 | Forks — 42 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 42 |
| stars | 225 |
| watchers | 2 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| readme_badges | — |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| readme_badge_services | — |
| has_pull_request_template | nein |
Wie die Bewertung erfolgt
| 52.7/80 | Downloads pro Monat — 8.961 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | oikb |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 8.961 |
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?
54
Maintainer-Resilienz (Bus-Faktor)
26Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 4.4/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 80 % der Commits |
| 9.5/13.5 | Breite der Beitragenden — 7 Beitragende |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 7 |
| top_contributor_share | 0,804 |
Reaktionsfähigkeit bei Issues & PRs
33Gefährdet
Wie die Bewertung erfolgt
| 8.4/42 | Issue-Lösungsquote — 20 % der Issues geschlossen |
| 15.9/30 | PR-Annahme — 9/17 entschiedene PRs gemergt |
| 0/13 | Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 9/29 approved changesets -- score normalized to 3 |
Verwendete Eingangsdaten
| merged_prs | 9 |
| open_issues | 44 |
| closed_issues | 11 |
| prs_merged_7d | — |
| prs_decided_7d | — |
| prs_merged_30d | — |
| prs_decided_30d | — |
| issue_closed_ratio | 0,2 |
| closed_unmerged_prs | 8 |
| first_time_authors_30d | — |
| first_time_prs_merged_30d | — |
| first_time_prs_decided_30d | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 25/25 | Reichweite des Inhabers — 5.113 Follower von open-webui |
| 15.3/25 | Kontohistorie — 25 öffentliche Repos, Kontoalter ca. 2 Jahre |
Verwendete Eingangsdaten
| followers | 5.113 |
| owner_type | Organization |
| is_verified | — |
| owner_login | open-webui |
| public_repos | 25 |
| account_age_days | 910 |
Paketpflege
100Außergewöhnlich
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 10 Tagen |
| 20/20 | Versionshistorie — 21 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | oikb |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 10 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
48
Engineering-Praktiken
24Gefährdet
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 0/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | nein |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
85Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 1 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | open-webui |
| has_wiki | ja |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
47
Sicherheitslage
34Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 9/29 approved changesets -- score normalized to 3 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 3,4 |
Abhängigkeits-Advisories
100Außergewöhnlich
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 31 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:oikb@0.4.0 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 31 Paketen. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.
30
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 — 38 von 46 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,826 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 0/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — Dockerfile |
| 4.3/10 | Belegte Agentenpraxis — 1 der letzten 46 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | nein |
| lockfiles | — |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0,022 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 55/55 | Handhabbare Dateigrößen — 0/60 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 40.852 |
| source_files_sampled | 60 |
| oversized_source_files | 0 |
Eckdaten
225GitHub-Sterne
7Mitwirkende
46Commits, letzte 12 Monate
10Tage seit letztem Push
22Releases
1Bus-Faktor
44offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 42 ⇿
0Sterne
42Forks
2Releases
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 1Patch 1
OpenSSF Scorecard 3.4 / 10
3.4Gesamtwert
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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 9 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 9/29 approved changesets -- score normalized to 3 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direkte Abhängigkeiten 9
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | click | >=8.1 | pyproject.toml |
| PyPI | croniter | >=2.0 | pyproject.toml |
| PyPI | httpx | >=0.27 | pyproject.toml |
| PyPI | prometheus-client | >=0.20 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
| PyPI | rich | >=13.0 | pyproject.toml |
| PyPI | watchdog | >=4.0 | pyproject.toml |
| PyPI | fastapi | >=0.115 | pyproject.toml |
| PyPI | uvicorn | >=0.30 | pyproject.toml |
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
Abhängigkeits-Advisories 0
Die Installation von pypi:oikb@0.4.0 zieht 31 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.
Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
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"published_at": "2026-05-20T09:42:52Z"
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"body": "The Drive API does not return items from Shared Drives (formerly Team\nDrives) unless requests opt in with supportsAllDrives and\nincludeItemsFromAllDrives. Without them, syncing a folder inside a\nShared Drive listed no files and reported \"nothing to do\", even with\ncorrect service-account permissions.\n[…]\nd _find_file,\nand pass supportsAllDrives to the file get/get_media download calls so\nShared Drive files can be fetched.\n\nFixes #52\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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"headline": "fix: support Google Shared Drives in gdrive connector (#72)",
"author_name": "Joel Christ",
"author_login": "joelchrist",
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"oid": "cf6591217026834d82c96f5134503eedfeb9bfe3",
"body": "While syncing a Nextcloud source, a single missing folder currently aborts the entire sync process:\r\n\r\nPROPFIND ... failed: HTTP 404\r\n\r\nThis can happen when:\r\n\r\na configured folder has been deleted or renamed;\r\na shared folder is no longer available;\r\npermissions change between sync runs.\r\n\r\nPropose\n[…]\nde 404 during folder traversal (_walk_folder).\r\nLog a warning indicating that the folder was skipped.\r\nContinue processing the remaining folders/files instead of failing the whole synchronization job.",
"is_bot": false,
"headline": "Handle missing Nextcloud folders gracefully (HTTP 404) (#50)",
"author_name": "Mirko Ceroni",
"author_login": "cero1988",
"committed_at": "2026-07-17T19:28:27Z",
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"body": "Previously, GitLab source parser used a simple split limit to extract the owner namespace and repository name (e.g. `source.split(\"/\", 2)`). This caused parsing failures for repositories located in nested subgroups (e.g., `gitlab:group/subgroup/project/docs/api`), as the subgroup path would get inco\n[…]\nlly identify the boundary between the project path and the repository file path.\n3. Merging paths safely and falling back to the default split behavior if the API check fails or the client is offline.",
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"headline": "fix(connectors/gitlab): resolve subgroup path parsing dynamically (#36)",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
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},
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"body": "… resource leaks (#35)\n\nRefactors `SyncHistory` to use a `queue.Queue` connection pool instead of `threading.local()`.\n\nPreviously, connections tied to `threading.local()` in a background worker pool would remain open until the thread died, leading to a steady leak of open file descriptors and locke\n[…]\nrrent readers/writers via WAL) while strictly bounding the total number of open database connections.\n- Updated `close()` to gracefully drain the queue and explicitly terminate all pooled connections.",
"is_bot": false,
"headline": "fix(history): implement thread-safe connection pool for SQLite to fix…",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
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},
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"body": "Resolve the file path and verify that it remains within the connector's root directory using `is_relative_to()`. Raises a `PermissionError` if a path traversal attempt is detected.",
"is_bot": false,
"headline": "fix(connectors/filesystem): prevent path traversal in read_file (#34)",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
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"headline": "refac",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
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"headline": "refac",
"author_name": "Timothy Jaeryang Baek",
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{
"oid": "2b227bf5a1f52f0c1b2d145531acfada21bc0a79",
"body": "…n (#69)\n\nCo-authored-by: Miika Jukakoski <miika.jukakoski@teknoware.com>",
"is_bot": false,
"headline": "fix: implement pagination for JIRA issue retrieval using nextPageToke…",
"author_name": "Miika Jukakoski",
"author_login": "jukakoski",
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},
{
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"body": "- Upgrade Docker base image to python:3.14-alpine3.23\n- Use Astral uv for multi-stage dependency installs and virtual env management\n- Switch to running under non-root appuser (UID/GID 1000)\n- Replace healthcheck curl command with wget to support Alpine\n- Update docker-compose examples in README.md and docs/guide.md",
"is_bot": false,
"headline": "feat(docker): migrate to alpine, harden container, and update docs (#37)",
"author_name": "Mateusz Hajder",
"author_login": "mhajder",
"committed_at": "2026-07-17T19:00:31Z",
"body_truncated": false,
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},
{
"oid": "443304642beaebd4f15ca1ce962c871c1f25107e",
"body": "* feat: add Nextcloud connector\n\n* refactor: extract internal WebDAV client\n\n* fix: guard recursive WebDAV walk",
"is_bot": false,
"headline": "feat: add Nextcloud connector (#19)",
"author_name": "Mouez",
"author_login": "glonor",
"committed_at": "2026-06-12T15:22:47Z",
"body_truncated": false,
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"body": "Change deprecated JIRA API endpoint to the current one for JQL",
"is_bot": false,
"headline": "Merge pull request #17 from expilu/patch-1",
"author_name": "Tim Baek",
"author_login": "tjbck",
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"body": "/rest/api/3/search was deprecated, changes to the current /rest/api/3/search/jql",
"is_bot": false,
"headline": "Change JIRA API endpoint to use JQL",
"author_name": "Daniel López Lacalle",
"author_login": "expilu",
"committed_at": "2026-06-03T11:21:03Z",
"body_truncated": false,
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},
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"oid": "dcf241da7f4877cd8540d020b6e8478fc10279ef",
"body": "Add SHAREPOINT_CERTIFICATE_PATH as a secure alternative to\nSHAREPOINT_CLIENT_SECRET for authenticating with SharePoint via\nMicrosoft Graph API.\n\n- JWT assertion flow using cryptography + PyJWT\n- SHAREPOINT_CERTIFICATE_PASSWORD for encrypted PEM keys\n- Mutual exclusivity validation (secret vs cert)\n- New optional extra: pip install oikb[sharepoint-cert]\n\nCloses #3",
"is_bot": false,
"headline": "feat: SharePoint certificate-based authentication (#3)",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-28T21:24:57Z",
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},
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"oid": "04ccb30d7294dd065d26aba230d1d81df00af4fe",
"body": "2KB inline HTML page, monospace, dark background. Polls /health\nevery 10s and renders source statuses with colored dots, last\nsync time, duration, file counts. Zero dependencies.",
"is_bot": false,
"headline": "0.3.5: minimal status dashboard at GET /",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:53:05Z",
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},
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"oid": "597bb6c9d9b6d5c951eea2cb1595bcac325a36aa",
"body": "validate --deep pings Open WebUI API to verify connectivity, API key\nvalidity, and that each KB ID exists. Catches config errors before\ndeployment. Also applies defaults and env var interpolation in\nvalidate (was missing).\n\ndocker-compose.yaml updated from stale watch mode to production\ndaemon mode with healthcheck, LOG_FORMAT, and OIKB_API_KEY.",
"is_bot": false,
"headline": "0.3.4: validate --deep, fix stale docker-compose.yaml",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:47:28Z",
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},
{
"oid": "fe3a94961fdc17bb0ec2d6de5582036b07c12878",
"body": "docs/guide.md covers installation, basic usage, config file,\nall 44 connectors, filtering, daemon mode, scheduling, API,\nenterprise features (metrics, logging, notifications, locking),\ndeployment (Docker, Compose, GHA, k8s), CLI reference, and\ntroubleshooting. Linked from README.",
"is_bot": false,
"headline": "docs: comprehensive guide with tutorial, deployment, and reference",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:35:46Z",
"body_truncated": false,
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},
{
"oid": "72d85d1eb71502b0250c0e1a32666626e7cb4507",
"body": "…daemon)\n\nSimple path: pip install, export env vars, oikb sync ./docs --kb-id\nAdvanced path: oikb init → oikb daemon. No yaml needed for basic use.",
"is_bot": false,
"headline": "readme: split quick start into simple (one-liner) and advanced (yaml/…",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:30:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9d0a6ae0c02777f781da79d3bd542bbc70c50cb9",
"body": "Generates .oikb.yaml by prompting for source, KB ID, name, and\ninterval. Outputs next-step commands (validate, sync, daemon).\nUpdated README Quick Start to lead with init.",
"is_bot": false,
"headline": "0.3.3: oikb init interactive wizard",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:30:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "878e797b5fdd9fff9a09e77c67f79c096170d960",
"body": "defaults: key in .oikb.yaml sets interval, concurrency, filter,\nnotify, etc. once for all entries — per-entry values override.\nDeep merges nested dicts. Added standalone docker run example\nand LOG_FORMAT=json to Docker Compose.",
"is_bot": false,
"headline": "0.3.2: global defaults key, Docker usage docs",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:17:23Z",
"body_truncated": false,
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},
{
"oid": "4e047b33073d4071583f0114071a474e9b7269b4",
"body": "- Per-KB asyncio.Lock prevents overlapping syncs from scheduler,\n webhook, and API triggers running simultaneously\n- POST /sync/{id}?dry_run=true previews changes without uploading\n- ${VAR} and ${VAR:-default} interpolation in all .oikb.yaml strings\n for GitOps workflows where secrets come from the runtime",
"is_bot": false,
"headline": "0.3.1: sync locking, dry-run API, env var interpolation",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:11:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3a8396e2c0ea5ac19750d77dabed21797c76e750",
"body": "notify key in .oikb.yaml entries POSTs JSON to any HTTP endpoint on\nsync error. Includes a text field for native Slack incoming webhook\nsupport. Configurable: on: error (default) or on: always.",
"is_bot": false,
"headline": "0.3.0: webhook failure notifications",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T09:02:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e1dd7918018c7a3b801770eeb939a532b6e3f8ba",
"body": "filter.max-size in .oikb.yaml (or --max-file-size CLI flag) skips\nfiles exceeding the limit before they reach the diff endpoint.\nSupports human-readable sizes: 50mb, 1gb, 500kb. Warns per file.",
"is_bot": false,
"headline": "0.2.9: max-size filter to skip oversized files",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:59:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "beb5f4ec43c72a3c5b37446fe02337aa82ab409f",
"body": "oikb daemon --log-format json (or LOG_FORMAT=json env var) outputs\none JSON object per line with ts, level, logger, msg, and optional\nsync-specific fields. Compatible with Datadog, Splunk, ELK,\nCloudWatch, and Loki.",
"is_bot": false,
"headline": "0.2.8: structured JSON logging for production deployments",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:53:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2aa721147bb6e370bac55a6f86107b01fcfcc99e",
"body": "interval key now accepts both simple intervals (30m, 1h) and\nstandard cron expressions (0 6 * * 1-5). Auto-detected based on\nfield count — no config flag needed. Adds croniter>=2.0 dep.",
"is_bot": false,
"headline": "0.2.7: cron expression support for daemon scheduling",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:48:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6efcee9af80cb138bd6d4558fade3ac721585402",
"body": "GET /metrics exposes sync counters (total, errors), duration\nhistogram, and file upload/delete counters — all labeled by source.\nIncludes oikb_info with build version. Adds prometheus-client dep.",
"is_bot": false,
"headline": "0.2.6: Prometheus metrics endpoint for daemon observability",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:43:19Z",
"body_truncated": false,
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},
{
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"body": "Spinner during scan/diff phases, progress bar with file count and\nelapsed time during uploads. Output goes to stderr, respects --quiet\n(daemon) and --verbose modes. Adds rich>=13.0 as core dependency.",
"is_bot": false,
"headline": "0.2.5: rich progress bars for sync operations",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:39:33Z",
"body_truncated": false,
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},
{
"oid": "3e78291231b67af9cd5136681fa08f4287a43e96",
"body": "…leanup\n\n- oikb validate: check .oikb.yaml without running syncs\n- --concurrency flag for opt-in parallel uploads (yaml: concurrency key)\n- 3x retry with exponential backoff on 5xx upload failures\n- Daemon now applies filter.include/filter.exclude (was silently ignored)\n- Connectors properly closed after sync via BaseConnector.close()\n- GitHub connector caches default branch (was hitting API per file)\n- Removed 30+ no-op optional deps that just re-declared httpx",
"is_bot": false,
"headline": "0.2.4: validate command, concurrent uploads, retry, daemon filters, c…",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:09:47Z",
"body_truncated": false,
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},
{
"oid": "7c3d36f1b508af75f2832ca980f62af2cbd05349",
"body": "Drop the ambiguous 'routes' key from .oikb.yaml. Multi-KB from a\nsingle source is now done with multiple entries + filter.include.\nEvery entry is strictly source + kb-id, no branching logic.",
"is_bot": false,
"headline": "0.2.3: remove routes, simplify config to one entry = one KB",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T08:01:12Z",
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"oid": "3c8edaf93fd70caa9e71d24fdc1d8f487efc1da9",
"body": null,
"is_bot": false,
"headline": "doc: readme",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T06:25:27Z",
"body_truncated": false,
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},
{
"oid": "e450c6ede400a9a511e427f7b2d172f45be8c0b7",
"body": null,
"is_bot": false,
"headline": "chore: bump v0.2.2 — named entries, /sync/{identifier} endpoint",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-21T06:15:37Z",
"body_truncated": false,
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},
{
"oid": "f588d8a63f1961041e5275fd5d390a8df1adccac",
"body": null,
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"headline": "chore: bump v0.2.1",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T19:07:22Z",
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},
{
"oid": "86418bac289cef7a446cabec45acca537460891c",
"body": "- Add env.py with _resolve_file_env for Docker secrets _FILE support\n- HTTPBearer + Depends(verify_api_key) per route instead of middleware\n- hmac.compare_digest for timing-safe key comparison\n- Health endpoints public, /history and /sync require auth",
"is_bot": false,
"headline": "refactor: mirror open-terminal auth pattern",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T19:04:59Z",
"body_truncated": false,
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},
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"oid": "af83f4b4c8da374f58400c5303096a4b7317cdcd",
"body": "Backward compatible — both sync: and sources: are accepted,\nsources: takes precedence.",
"is_bot": false,
"headline": "refactor: rename .oikb.yaml top-level key from sync: to sources:",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:58:14Z",
"body_truncated": false,
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},
{
"oid": "f3ca110358e54a9f7767d81f74f550d13c4c978c",
"body": "Match ServiceNow's configurability: custom JQL, field selection,\nmarkdown/json format, and limit. Supports query string params:\n jira:PROJ?jql=status=open&fields=summary,status&format=json&limit=50",
"is_bot": false,
"headline": "enhance: configurable fields, format, JQL for Jira connector",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:55:10Z",
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},
{
"oid": "ff37b83b1497e8c1171d0548708d7c5226276b6b",
"body": "…ters, OpenAPI tool server\n\n- oikb daemon: FastAPI scheduler with /health, /history, /sync endpoints\n- oikb history: local SQLite sync log with --json output\n- Webhooks: /webhooks/github, /webhooks/gitlab, /webhooks/slack, /webhooks/confluence\n- 13 new connectors: Document360, Slab, Outline, Google \n[…]\nters via filter.include / filter.exclude\n- Daemon doubles as OpenAPI tool server for Open WebUI\n- ServiceNow: configurable table, fields, format, query, limit\n- FastAPI + uvicorn now core dependencies",
"is_bot": false,
"headline": "feat: v0.2.0 — daemon, webhooks, history, 44 connectors, routing, fil…",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:53:44Z",
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},
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"body": null,
"is_bot": false,
"headline": "fix: align .oikb.yaml key to kb-id (v0.1.3)",
"author_name": "Timothy Jaeryang Baek",
"author_login": "tjbck",
"committed_at": "2026-05-20T18:13:35Z",
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},
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"body": null,
"is_bot": false,
"headline": "fix: split messaging connectors by day for incremental sync (v0.1.2)",
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"author_login": "tjbck",
"committed_at": "2026-05-20T09:59:42Z",
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"headline": "doc: readme",
"author_name": "Timothy Jaeryang Baek",
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},
{
"oid": "24ee149a4ad95b73685e38da36b6c21fb0e2dd2f",
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}
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],
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},
{
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],
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"max_points": 10
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]
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{
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"notes": [
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{
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"code": "decided_prs_merged",
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{
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},
{
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"components": [
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{
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{
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],
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{
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},
{
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"inputs": {
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{
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]
}
],
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{
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{
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},
{
"key": "dependency_update_tool",
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"status": "missed",
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},
{
"key": "fuzzing",
"name": "Fuzzing",
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"status": "missed",
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{
"key": "license",
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{
"key": "maintained",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "packaging",
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"points": 5,
"status": "met",
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{
"key": "pinned_dependencies",
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"status": "missed",
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},
{
"key": "sast",
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"status": "missed",
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{
"key": "security_policy",
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"points": 0,
"status": "missed",
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{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "token_permissions",
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"status": "missed",
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{
"key": "vulnerabilities",
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"max_points": 7.5
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]
},
{
"key": "dependency_advisories",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:oikb@0.4.0 runtime dependency closure — what installing the published package pulls in — 31 packages. Reachability is not analyzed.",
"notes": [
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},
{
"code": "weights_renormalized",
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{
"code": "advisories_scope_published",
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},
{
"code": "advisories_reachability",
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],
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"inputs": {
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"direct_affected_packages": 0
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
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"status": "met",
"details": [
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"code": "no_direct_advisories",
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}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "no indirect dependency carries a known advisory",
"points": 25,
"status": "met",
"details": [
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"code": "no_indirect_advisories",
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}
],
"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": [
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"code": "advisories_no_publication_date",
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],
"max_points": 40
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]
},
{
"key": "malicious_dependencies",
"band": "exceptional",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 31,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "exceptional",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"commit_weight_rule": {
"min_commits": 50,
"min_commit_share": 0.1
},
"review_only_matches": 0,
"below_threshold_exposures": [],
"assessed_self_published_locations": 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": "at_risk",
"name": "AI Readiness",
"value": 30,
"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": 0.826,
"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": "38 of 46 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 38,
"sampled": 46
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "critical",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 14,
"inputs": {
"has_nix": false,
"has_tests": false,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0.022,
"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": 0,
"status": "missed",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "1 of the last 46 commits agent-authored or agent-credited",
"points": 4.3,
"status": "partial",
"details": [
{
"code": "agent_authored_commits",
"params": {
"count": 1,
"sampled": 46
}
}
],
"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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 55,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 40852,
"source_files_sampled": 60,
"oversized_source_files": 0
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python without a type-check config",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_typecheck_config_language",
"params": {
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/60 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 60,
"oversized": 0
}
}
],
"max_points": 55
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
}
],
"classification": {
"labels": [
"library",
"network-service",
"cli"
],
"scores": {
"cli": 4,
"library": 6,
"network-service": 4
},
"primary": "library",
"evidence": [
{
"tier": "distribution",
"label": "library",
"source": "registry:pypi",
"weight": 6
},
{
"tier": "dependencies",
"label": "cli",
"source": "dep:click",
"weight": 4
},
{
"tier": "dependencies",
"label": "network-service",
"source": "dep:fastapi",
"weight": 4
}
],
"artifacts": [],
"confidence": "medium",
"host_extension": false,
"runs_as_process": true,
"consumed_by_code": true
},
"metrics_version": "2.3.1"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-28T09:58:47.478227Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/open-webui/oikb.svg",
"full_name": "open-webui/oikb",
"license_state": "standard",
"license_spdx": "MIT"
}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 v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.