Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.13.0 · Metriken 1.13.0 · 2026-07-18 14:54 UTC
vladkesler / initrunner
Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon
vladkesler/initrunner erreicht einen Gesundheitsindex von 66 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (86/100) ab, am schwächsten bei Sustainability & Governance (50/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
66
gesamt / 100Software-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.
66
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)
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
vladkeslerPersönliches Konto
4 Follower6 öffentliche Reposseit Juni 2025
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | initrunner | 2026.7.4 | 2.130 | 110 | vor 0 Tagen | agentaiai-agentsautonomous-agentsllmmcpno-codeopenai-compatiblepydantic-airagrolerunneryaml |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
83
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 14.5/36 | Commit-Rhythmus — 21/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 411 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 411 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 21 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 100 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 0 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 3,7 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 100 |
| latest_release_tag | v2026.7.4 |
| releases_from_tags | nein |
| days_since_latest_release | 0 |
| mean_days_between_releases | 3,7 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
59
Popularität & Verbreitung
31Gefährdet
Wie die Bewertung erfolgt
| 25.6/60 | Stars — 39 Stars |
| 5.8/25 | Forks — 6 Forks |
| 0/15 | Watcher — 1 Watcher |
Verwendete Eingangsdaten
| forks | 6 |
| stars | 39 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
92Exzellent
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 13.5/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | ja |
| has_pull_request_template | ja |
Wie die Bewertung erfolgt
| 44.4/80 | Downloads pro Monat — 2.130 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | initrunner |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 2.130 |
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?
50
Maintainer-Resilienz (Bus-Faktor)
14Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 2.7/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 88 % der Commits |
| 2.7/13.5 | Breite der Beitragenden — 2 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 2 |
| top_contributor_share | 0,879 |
Wie die Bewertung erfolgt
| 46.8/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 27.3/38.3 | PR-Annahme — 135/189 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 135 |
| open_issues | 0 |
| closed_issues | 3 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 54 |
Eigentümerschaft & Trägerschaft
29Kritisch
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 5/25 | Reichweite des Inhabers — 4 Follower von vladkesler |
| 8.3/25 | Kontohistorie — 6 öffentliche Repos, Kontoalter ca. 1 Jahre |
Verwendete Eingangsdaten
| followers | 4 |
| owner_type | User |
| is_verified | — |
| owner_login | vladkesler |
| public_repos | 6 |
| account_age_days | 393 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen |
| 20/20 | Versionshistorie — 110 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | initrunner |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 0 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
86
Engineering-Praktiken
94Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 5 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
75Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 17 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | agent-framework, ai-agents, ai-automation, ai-tools, autonomous-agents, cli, llm, llm-agents, mcp, multi-agent, no-code, openai-compatible, pydantic-ai, python, rag, yaml, yaml-configuration |
| has_wiki | nein |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
52
Sicherheitslage
52Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 2.2/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/19 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 3.5/5 | SAST — SAST tool is not run on all commits -- score normalized to 7 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 1.5/7.5 | Vulnerabilities — 8 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 5,2 |
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.
70
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 12.523 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — dashboard/tsconfig.json, initrunner/py.typed |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 5/8 | Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | package-lock.json, pnpm-lock.yaml, uv.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | dashboard/tsconfig.json, initrunner/py.typed |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (dashboard/tsconfig.json, initrunner/py.typed) |
| 54.7/55 | Handhabbare Dateigrößen — 4/679 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 72.819 |
| source_files_sampled | 679 |
| oversized_source_files | 4 |
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — examples |
Verwendete Eingangsdaten
| example_dirs | examples |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
39GitHub-Sterne
2Mitwirkende
411Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
0offene Issues
npm, PyPIPaket-Ökosysteme
Weitere Details
OpenSSF Scorecard 5.2 / 10
5.2Gesamtwert
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 |
| 3 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 30 out of 30 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/19 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 7 | SAST | SAST tool is not run on all commits -- score normalized to 7 |
| 10 | Security-Policy | security policy file detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 2 | Vulnerabilities | 8 existing vulnerabilities detected |
Direkte Abhängigkeiten 19
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| npm | @dicebear/core | ^9.4.3 | dashboard/package.json |
| npm | @dicebear/rings | ^9.4.3 | dashboard/package.json |
| npm | @xyflow/svelte | ^1.6.2 | dashboard/package.json |
| npm | posthog-js | ^1.399.2 | dashboard/package.json |
| PyPI | pydantic-ai-slim | >=2.13.0 | pyproject.toml |
| PyPI | pydantic | >=2.11 | pyproject.toml |
| PyPI | typer | >=0.21.1 | pyproject.toml |
| PyPI | pyyaml | >=6.0.3 | pyproject.toml |
| PyPI | rich | >=14.3.2 | pyproject.toml |
| PyPI | lancedb | >=0.29.2 | pyproject.toml |
| PyPI | watchfiles | >=1.1.1 | pyproject.toml |
| PyPI | croniter | >=6.0.0 | pyproject.toml |
| PyPI | beautifulsoup4 | >=4.13.2 | pyproject.toml |
| PyPI | markdownify | >=1.2.2 | pyproject.toml |
| PyPI | python-dotenv | >=1.2.1 | pyproject.toml |
| PyPI | jinja2 | >=3.1 | pyproject.toml |
| PyPI | initguard | >=2026.3.3 | pyproject.toml |
| PyPI | fastmcp | >=3.2.0 | pyproject.toml |
| PyPI | anyio | >=4.13.0 | pyproject.toml |
Alle Abhängigkeiten 371
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 19 direkte und 352 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| npm | @dicebear/core | 9.4.3 | direkt |
| npm | @dicebear/rings | 9.4.3 | direkt |
| npm | @xyflow/svelte | 1.6.2 | direkt |
| npm | posthog-js | 1.404.1 | direkt |
| PyPI | anyio | 4.13.0 | direkt |
| PyPI | beautifulsoup4 | 4.14.3 | direkt |
| PyPI | croniter | 6.0.0 | direkt |
| PyPI | fastmcp | 3.3.1 | direkt |
| PyPI | initguard | 2026.3.3 | direkt |
| PyPI | jinja2 | 3.1.6 | direkt |
| PyPI | lancedb | 0.29.2 | direkt |
| PyPI | markdownify | 1.2.2 | direkt |
| PyPI | pydantic | 2.12.5 | direkt |
| PyPI | pydantic-ai-slim | 2.13.0 | direkt |
| PyPI | python-dotenv | 1.2.2 | direkt |
| PyPI | pyyaml | 6.0.3 | direkt |
| PyPI | rich | 14.3.2 | direkt |
| PyPI | typer | 0.21.1 | direkt |
| PyPI | watchfiles | 1.1.1 | direkt |
| npm | @emnapi/core | 1.11.1 | indirekt |
| npm | @emnapi/runtime | 1.11.1 | indirekt |
| npm | @emnapi/wasi-threads | 1.2.2 | indirekt |
| npm | @floating-ui/core | 1.7.5 | indirekt |
| npm | @floating-ui/dom | 1.7.6 | indirekt |
| npm | @floating-ui/utils | 0.2.11 | indirekt |
| npm | @internationalized/date | 3.12.0 | indirekt |
| npm | @jridgewell/gen-mapping | 0.3.13 | indirekt |
| npm | @jridgewell/remapping | 2.3.5 | indirekt |
| npm | @jridgewell/resolve-uri | 3.1.2 | indirekt |
| npm | @jridgewell/sourcemap-codec | 1.5.5 | indirekt |
| npm | @jridgewell/trace-mapping | 0.3.31 | indirekt |
| npm | @napi-rs/wasm-runtime | 1.1.6 | indirekt |
| npm | @oxc-project/types | 0.139.0 | indirekt |
| npm | @polka/url | 1.0.0-next.29 | indirekt |
| npm | @posthog/core | 1.43.1 | indirekt |
| npm | @posthog/types | 1.397.0 | indirekt |
| npm | @rolldown/binding-android-arm64 | 1.1.5 | indirekt |
| npm | @rolldown/binding-darwin-arm64 | 1.1.5 | indirekt |
| npm | @rolldown/binding-darwin-x64 | 1.1.5 | indirekt |
| npm | @rolldown/binding-freebsd-x64 | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-arm-gnueabihf | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-arm64-gnu | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-arm64-musl | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-ppc64-gnu | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-s390x-gnu | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-x64-gnu | 1.1.5 | indirekt |
| npm | @rolldown/binding-linux-x64-musl | 1.1.5 | indirekt |
| npm | @rolldown/binding-openharmony-arm64 | 1.1.5 | indirekt |
| npm | @rolldown/binding-wasm32-wasi | 1.1.5 | indirekt |
| npm | @rolldown/binding-win32-arm64-msvc | 1.1.5 | indirekt |
| npm | @rolldown/binding-win32-x64-msvc | 1.1.5 | indirekt |
| npm | @rolldown/pluginutils | 1.0.1 | indirekt |
| npm | @standard-schema/spec | 1.1.0 | indirekt |
| npm | @svelte-put/shortcut | 4.1.0 | indirekt |
| npm | @sveltejs/acorn-typescript | 1.0.10 | indirekt |
| npm | @sveltejs/adapter-static | 3.0.10 | indirekt |
| npm | @sveltejs/kit | 2.70.0 | indirekt |
| npm | @sveltejs/vite-plugin-svelte | 7.2.0 | indirekt |
| npm | @swc/helpers | 0.5.23 | indirekt |
| npm | @tailwindcss/node | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-android-arm64 | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-darwin-arm64 | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-darwin-x64 | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-freebsd-x64 | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-linux-arm-gnueabihf | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-linux-arm64-gnu | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-linux-arm64-musl | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-linux-x64-gnu | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-linux-x64-musl | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-wasm32-wasi | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-win32-arm64-msvc | 4.3.2 | indirekt |
| npm | @tailwindcss/oxide-win32-x64-msvc | 4.3.2 | indirekt |
| npm | @tailwindcss/vite | 4.3.2 | indirekt |
| npm | @tybys/wasm-util | 0.10.3 | indirekt |
| npm | @types/cookie | 0.6.0 | indirekt |
| npm | @types/d3-color | 3.1.3 | indirekt |
| npm | @types/d3-drag | 3.0.7 | indirekt |
| npm | @types/d3-interpolate | 3.0.4 | indirekt |
| npm | @types/d3-selection | 3.0.11 | indirekt |
| npm | @types/d3-transition | 3.0.9 | indirekt |
| npm | @types/d3-zoom | 3.0.8 | indirekt |
| npm | @types/estree | 1.0.9 | indirekt |
| npm | @types/json-schema | 7.0.15 | indirekt |
| npm | @types/trusted-types | 2.0.7 | indirekt |
| npm | @xyflow/system | 0.0.79 | indirekt |
| npm | acorn | 8.17.0 | indirekt |
| npm | argparse | 2.0.1 | indirekt |
| npm | aria-query | 5.3.1 | indirekt |
| npm | axobject-query | 4.1.0 | indirekt |
| npm | bits-ui | 2.18.1 | indirekt |
| npm | clsx | 2.1.1 | indirekt |
| npm | cookie | 1.1.1 | indirekt |
| npm | core-js | 3.49.0 | indirekt |
| npm | d3-color | 3.1.0 | indirekt |
| npm | d3-dispatch | 3.0.1 | indirekt |
| npm | d3-drag | 3.0.0 | indirekt |
| npm | d3-ease | 3.0.1 | indirekt |
| npm | d3-interpolate | 3.0.1 | indirekt |
| npm | d3-selection | 3.0.0 | indirekt |
| npm | d3-timer | 3.0.1 | indirekt |
| npm | d3-transition | 3.0.1 | indirekt |
| npm | d3-zoom | 3.0.0 | indirekt |
| npm | deepmerge | 4.3.1 | indirekt |
| npm | dequal | 2.0.3 | indirekt |
| npm | detect-libc | 2.1.2 | indirekt |
| npm | devalue | 5.8.1 | indirekt |
| npm | dompurify | 3.4.11 | indirekt |
| npm | enhanced-resolve | 5.21.6 | indirekt |
| npm | esm-env | 1.2.2 | indirekt |
| npm | esrap | 2.2.13 | indirekt |
| npm | fdir | 6.5.0 | indirekt |
| npm | fflate | 0.4.8 | indirekt |
| npm | fsevents | 2.3.3 | indirekt |
| npm | graceful-fs | 4.2.11 | indirekt |
| npm | inline-style-parser | 0.2.7 | indirekt |
| npm | is-reference | 3.0.3 | indirekt |
| npm | jiti | 2.7.0 | indirekt |
| npm | js-yaml | 5.2.1 | indirekt |
| npm | kleur | 4.1.5 | indirekt |
| npm | lightningcss | 1.32.0 | indirekt |
| npm | lightningcss-android-arm64 | 1.32.0 | indirekt |
| npm | lightningcss-darwin-arm64 | 1.32.0 | indirekt |
| npm | lightningcss-darwin-x64 | 1.32.0 | indirekt |
| npm | lightningcss-freebsd-x64 | 1.32.0 | indirekt |
| npm | lightningcss-linux-arm-gnueabihf | 1.32.0 | indirekt |
| npm | lightningcss-linux-arm64-gnu | 1.32.0 | indirekt |
| npm | lightningcss-linux-arm64-musl | 1.32.0 | indirekt |
| npm | lightningcss-linux-x64-gnu | 1.32.0 | indirekt |
| npm | lightningcss-linux-x64-musl | 1.32.0 | indirekt |
| npm | lightningcss-win32-arm64-msvc | 1.32.0 | indirekt |
| npm | lightningcss-win32-x64-msvc | 1.32.0 | indirekt |
| npm | locate-character | 3.0.0 | indirekt |
| npm | lucide-svelte | 1.0.1 | indirekt |
| npm | lz-string | 1.5.0 | indirekt |
| npm | magic-string | 0.30.21 | indirekt |
| npm | mrmime | 2.0.1 | indirekt |
| npm | nanoid | 3.3.12 | indirekt |
| npm | obug | 2.1.3 | indirekt |
| npm | picocolors | 1.1.1 | indirekt |
| npm | picomatch | 4.0.4 | indirekt |
| npm | postcss | 8.5.19 | indirekt |
| npm | preact | 10.29.7 | indirekt |
| npm | query-selector-shadow-dom | 1.0.1 | indirekt |
| npm | rolldown | 1.1.5 | indirekt |
| npm | runed | 0.35.1 | indirekt |
| npm | set-cookie-parser | 3.1.0 | indirekt |
| npm | sirv | 3.0.2 | indirekt |
| npm | source-map-js | 1.2.1 | indirekt |
| npm | style-to-object | 1.0.14 | indirekt |
| npm | svelte | 5.56.4 | indirekt |
| npm | svelte-toolbelt | 0.10.6 | indirekt |
| npm | tabbable | 6.4.0 | indirekt |
| npm | tailwind-merge | 3.6.0 | indirekt |
| npm | tailwind-variants | 3.2.2 | indirekt |
| npm | tailwindcss | 4.3.2 | indirekt |
| npm | tapable | 2.3.3 | indirekt |
| npm | tinyglobby | 0.2.17 | indirekt |
| npm | totalist | 3.0.1 | indirekt |
| npm | tslib | 2.8.1 | indirekt |
| npm | typescript | 6.0.3 | indirekt |
| npm | vite | 8.1.5 | indirekt |
| npm | vitefu | 1.1.3 | indirekt |
| npm | web-vitals | 5.3.0 | indirekt |
| npm | zimmerframe | 1.1.4 | indirekt |
| PyPI | aiofile | 3.9.0 | indirekt |
| PyPI | aiohappyeyeballs | 2.6.1 | indirekt |
| PyPI | aiohttp | 3.14.1 | indirekt |
| PyPI | aiosignal | 1.4.0 | indirekt |
| PyPI | annotated-doc | 0.0.4 | indirekt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | anthropic | 0.109.1 | indirekt |
| PyPI | attrs | 25.4.0 | indirekt |
| PyPI | audioop-lts | 0.2.2 | indirekt |
| PyPI | authlib | 1.7.2 | indirekt |
| PyPI | backports-tarfile | 1.2.0 | indirekt |
| PyPI | beartype | 0.22.9 | indirekt |
| PyPI | better-profanity | 0.7.0 | indirekt |
| PyPI | boto3 | 1.43.13 | indirekt |
| PyPI | botocore | 1.43.13 | indirekt |
| PyPI | bottle | 0.13.4 | indirekt |
| PyPI | brotli | 1.2.0 | indirekt |
| PyPI | brotlicffi | 1.2.0.0 | indirekt |
| PyPI | cachetools | 7.0.0 | indirekt |
| PyPI | caio | 0.9.25 | indirekt |
| PyPI | cel-python | 0.5.0 | indirekt |
| PyPI | certifi | 2026.1.4 | indirekt |
| PyPI | cffi | 2.0.0 | indirekt |
| PyPI | cfgv | 3.5.0 | indirekt |
| PyPI | charset-normalizer | 3.4.4 | indirekt |
| PyPI | click | 8.4.2 | indirekt |
| PyPI | clr-loader | 0.2.10 | indirekt |
| PyPI | cohere | 5.20.7 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | cryptography | 49.0.0 | indirekt |
| PyPI | cyclopts | 4.5.1 | indirekt |
| PyPI | ddgs | 9.10.0 | indirekt |
| PyPI | defusedxml | 0.7.1 | indirekt |
| PyPI | deprecation | 2.1.0 | indirekt |
| PyPI | discord-py | 2.6.4 | indirekt |
| PyPI | distlib | 0.4.0 | indirekt |
| PyPI | distro | 1.9.0 | indirekt |
| PyPI | dnspython | 2.8.0 | indirekt |
| PyPI | docstring-parser | 0.17.0 | indirekt |
| PyPI | docutils | 0.22.4 | indirekt |
| PyPI | email-validator | 2.3.0 | indirekt |
| PyPI | et-xmlfile | 2.0.0 | indirekt |
| PyPI | eval-type-backport | 0.3.1 | indirekt |
| PyPI | exceptiongroup | 1.3.1 | indirekt |
| PyPI | fake-useragent | 2.2.0 | indirekt |
| PyPI | fasta2a | 0.6.1 | indirekt |
| PyPI | fastapi | 0.135.2 | indirekt |
| PyPI | fastavro | 1.12.1 | indirekt |
| PyPI | fastembed | 0.8.0 | indirekt |
| PyPI | fastmcp-slim | 3.3.1 | indirekt |
| PyPI | filelock | 3.20.3 | indirekt |
| PyPI | flatbuffers | 25.12.19 | indirekt |
| PyPI | frozenlist | 1.8.0 | indirekt |
| PyPI | fsspec | 2026.2.0 | indirekt |
| PyPI | genai-prices | 0.0.71 | indirekt |
| PyPI | google-auth | 2.53.0 | indirekt |
| PyPI | google-genai | 2.5.0 | indirekt |
| PyPI | google-re2 | 1.1.20251105 | indirekt |
| PyPI | googleapis-common-protos | 1.72.0 | indirekt |
| PyPI | griffelib | 2.0.0 | indirekt |
| PyPI | groq | 1.0.0 | indirekt |
| PyPI | grpcio | 1.78.0 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | h2 | 4.3.0 | indirekt |
| PyPI | hf-xet | 1.2.0 | indirekt |
| PyPI | hpack | 4.1.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | httpcore2 | 2.3.0 | indirekt |
| PyPI | httpx | 0.28.1 | indirekt |
| PyPI | httpx-sse | 0.4.3 | indirekt |
| PyPI | httpx2 | 2.3.0 | indirekt |
| PyPI | huggingface-hub | 0.36.2 | indirekt |
| PyPI | hyperframe | 6.1.0 | indirekt |
| PyPI | identify | 2.6.16 | indirekt |
| PyPI | idna | 3.16 | indirekt |
| PyPI | importlib-metadata | 8.7.1 | indirekt |
| PyPI | iniconfig | 2.3.0 | indirekt |
| PyPI | jaraco-classes | 3.4.0 | indirekt |
| PyPI | jaraco-context | 6.1.0 | indirekt |
| PyPI | jaraco-functools | 4.4.0 | indirekt |
| PyPI | jeepney | 0.9.0 | indirekt |
| PyPI | jiter | 0.13.0 | indirekt |
| PyPI | jmespath | 1.1.0 | indirekt |
| PyPI | joserfc | 1.7.2 | indirekt |
| PyPI | jsonpath-python | 1.1.6 | indirekt |
| PyPI | jsonref | 1.1.0 | indirekt |
| PyPI | jsonschema | 4.26.0 | indirekt |
| PyPI | jsonschema-path | 0.3.4 | indirekt |
| PyPI | jsonschema-specifications | 2025.9.1 | indirekt |
| PyPI | keyring | 25.7.0 | indirekt |
| PyPI | lance-namespace | 0.5.2 | indirekt |
| PyPI | lance-namespace-urllib3-client | 0.5.2 | indirekt |
| PyPI | lark | 1.3.1 | indirekt |
| PyPI | logfire-api | 4.22.0 | indirekt |
| PyPI | loguru | 0.7.3 | indirekt |
| PyPI | lxml | 6.1.0 | indirekt |
| PyPI | markdown-it-py | 4.0.0 | indirekt |
| PyPI | markupsafe | 3.0.3 | indirekt |
| PyPI | mcp | 1.28.1 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | mistralai | 2.4.5 | indirekt |
| PyPI | mmh3 | 5.2.0 | indirekt |
| PyPI | more-itertools | 10.8.0 | indirekt |
| PyPI | mpmath | 1.3.0 | indirekt |
| PyPI | multidict | 6.7.1 | indirekt |
| PyPI | nodeenv | 1.10.0 | indirekt |
| PyPI | numpy | 2.4.2 | indirekt |
| PyPI | onnxruntime | 1.24.4 | indirekt |
| PyPI | openai | 2.46.0 | indirekt |
| PyPI | openapi-pydantic | 0.5.1 | indirekt |
| PyPI | openpyxl | 3.1.5 | indirekt |
| PyPI | opentelemetry-api | 1.39.1 | indirekt |
| PyPI | opentelemetry-exporter-otlp | 1.39.1 | indirekt |
| PyPI | opentelemetry-exporter-otlp-proto-common | 1.39.1 | indirekt |
| PyPI | opentelemetry-exporter-otlp-proto-grpc | 1.39.1 | indirekt |
| PyPI | opentelemetry-exporter-otlp-proto-http | 1.39.1 | indirekt |
| PyPI | opentelemetry-instrumentation | 0.60b1 | indirekt |
| PyPI | opentelemetry-instrumentation-logging | 0.60b1 | indirekt |
| PyPI | opentelemetry-proto | 1.39.1 | indirekt |
| PyPI | opentelemetry-sdk | 1.39.1 | indirekt |
| PyPI | opentelemetry-semantic-conventions | 0.60b1 | indirekt |
| PyPI | overrides | 7.7.0 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pathable | 0.4.4 | indirekt |
| PyPI | pendulum | 3.2.0 | indirekt |
| PyPI | pillow | 12.2.0 | indirekt |
| PyPI | platformdirs | 4.5.1 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pre-commit | 4.5.1 | indirekt |
| PyPI | primp | 1.0.0 | indirekt |
| PyPI | propcache | 0.4.1 | indirekt |
| PyPI | protobuf | 6.33.5 | indirekt |
| PyPI | proxy-tools | 0.1.0 | indirekt |
| PyPI | py-key-value-aio | 0.4.4 | indirekt |
| PyPI | py-rust-stemmers | 0.1.5 | indirekt |
| PyPI | pyarrow | 23.0.1 | indirekt |
| PyPI | pyasn1 | 0.6.3 | indirekt |
| PyPI | pyasn1-modules | 0.4.2 | indirekt |
| PyPI | pycparser | 3.0 | indirekt |
| PyPI | pydantic-core | 2.41.5 | indirekt |
| PyPI | pydantic-evals | 2.13.0 | indirekt |
| PyPI | pydantic-graph | 2.13.0 | indirekt |
| PyPI | pydantic-settings | 2.14.2 | indirekt |
| PyPI | pygments | 2.20.0 | indirekt |
| PyPI | pyjwt | 2.13.0 | indirekt |
| PyPI | pymupdf | 1.26.7 | indirekt |
| PyPI | pymupdf4llm | 0.2.9 | indirekt |
| PyPI | pyobjc-core | 12.1 | indirekt |
| PyPI | pyobjc-framework-cocoa | 12.1 | indirekt |
| PyPI | pyobjc-framework-quartz | 12.1 | indirekt |
| PyPI | pyobjc-framework-security | 12.1 | indirekt |
| PyPI | pyobjc-framework-uniformtypeidentifiers | 12.1 | indirekt |
| PyPI | pyobjc-framework-webkit | 12.1 | indirekt |
| PyPI | pyperclip | 1.11.0 | indirekt |
| PyPI | pytest | 9.0.3 | indirekt |
| PyPI | pytest-asyncio | 1.3.0 | indirekt |
| PyPI | pytest-timeout | 2.4.0 | indirekt |
| PyPI | python-dateutil | 2.9.0.post0 | indirekt |
| PyPI | python-docx | 1.2.0 | indirekt |
| PyPI | python-multipart | 0.0.32 | indirekt |
| PyPI | python-telegram-bot | 22.6 | indirekt |
| PyPI | pythonnet | 3.0.5 | indirekt |
| PyPI | pytz | 2025.2 | indirekt |
| PyPI | pywebview | 6.1 | indirekt |
| PyPI | pywin32 | 311 | indirekt |
| PyPI | pywin32-ctypes | 0.2.3 | indirekt |
| PyPI | qtpy | 2.4.3 | indirekt |
| PyPI | referencing | 0.36.2 | indirekt |
| PyPI | regex | 2026.1.15 | indirekt |
| PyPI | requests | 2.33.0 | indirekt |
| PyPI | rich-rst | 1.3.2 | indirekt |
| PyPI | rpds-py | 0.30.0 | indirekt |
| PyPI | ruff | 0.15.7 | indirekt |
| PyPI | s3transfer | 0.17.0 | indirekt |
| PyPI | secretstorage | 3.5.0 | indirekt |
| PyPI | shellingham | 1.5.4 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | slack-sdk | 3.41.0 | indirekt |
| PyPI | sniffio | 1.3.1 | indirekt |
| PyPI | socksio | 1.0.0 | indirekt |
| PyPI | soupsieve | 2.8.4 | indirekt |
| PyPI | sse-starlette | 3.2.0 | indirekt |
| PyPI | starlette | 1.3.1 | indirekt |
| PyPI | sympy | 1.14.0 | indirekt |
| PyPI | tabulate | 0.9.0 | indirekt |
| PyPI | tenacity | 9.1.4 | indirekt |
| PyPI | tiktoken | 0.12.0 | indirekt |
| PyPI | tokenizers | 0.22.2 | indirekt |
| PyPI | tqdm | 4.67.3 | indirekt |
| PyPI | truststore | 0.10.4 | indirekt |
| PyPI | ty | 0.0.24 | indirekt |
| PyPI | types-requests | 2.32.4.20260107 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
| PyPI | typing-inspection | 0.4.2 | indirekt |
| PyPI | tzdata | 2025.3 | indirekt |
| PyPI | uncalled-for | 0.2.0 | indirekt |
| PyPI | urllib3 | 2.7.0 | indirekt |
| PyPI | uvicorn | 0.42.0 | indirekt |
| PyPI | virtualenv | 20.36.1 | indirekt |
| PyPI | websockets | 15.0.1 | indirekt |
| PyPI | win32-setctime | 1.2.0 | indirekt |
| PyPI | wrapt | 1.17.3 | indirekt |
| PyPI | xai-sdk | 1.17.0 | indirekt |
| PyPI | yarl | 1.22.0 | indirekt |
| PyPI | youtube-transcript-api | 1.2.4 | indirekt |
| PyPI | zipp | 3.23.0 | indirekt |
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"agent-framework",
"ai-agents",
"ai-automation",
"ai-tools",
"autonomous-agents",
"cli",
"llm",
"llm-agents",
"mcp",
"multi-agent",
"no-code",
"openai-compatible",
"pydantic-ai",
"python",
"rag",
"yaml",
"yaml-configuration"
],
"is_fork": false,
"size_kb": 11867,
"has_wiki": false,
"homepage": null,
"languages": {
"CSS": 8288,
"HTML": 2242,
"Jinja": 3707,
"Shell": 42468,
"Python": 5373485,
"Svelte": 640926,
"Dockerfile": 4702,
"JavaScript": 463,
"TypeScript": 71996
},
"pushed_at": "2026-07-18T12:41:03Z",
"created_at": "2026-02-09T23:41:05Z",
"owner_type": "User",
"updated_at": "2026-07-18T12:39:02Z",
"description": "Define AI agent roles in YAML and run them anywhere: CLI, API server, or autonomous daemon",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python",
"Svelte"
]
},
"owner": {
"blog": null,
"name": null,
"type": "User",
"login": "vladkesler",
"company": null,
"followers": 4,
"avatar_url": "https://avatars.githubusercontent.com/u/217212057?v=4",
"created_at": "2025-06-20T13:28:10Z",
"is_verified": null,
"public_repos": 6,
"account_age_days": 393
},
"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_count": 100,
"commits_last_year": 411,
"latest_release_at": "2026-07-18T12:44:40Z",
"latest_release_tag": "v2026.7.4",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 21,
"days_since_latest_release": 0,
"mean_days_between_releases": 3.7
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 100,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "initrunner",
"exists": true,
"license": "MIT OR Apache-2.0",
"keywords": [
"agent",
"ai",
"ai-agents",
"autonomous-agents",
"llm",
"mcp",
"no-code",
"openai-compatible",
"pydantic-ai",
"rag",
"role",
"runner",
"yaml",
"Development Status :: 4 - Beta",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Typing :: Typed"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/initrunner/",
"is_deprecated": false,
"latest_version": "2026.7.4",
"repository_url": "https://github.com/vladkesler/initrunner",
"versions_count": 110,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 2130,
"first_published_at": "2026-02-15T20:11:15.156048Z",
"latest_published_at": "2026-07-18T12:44:39.089818Z",
"latest_version_yanked": null,
"days_since_latest_publish": 0
}
]
},
"popularity": {
"forks": 6,
"stars": 39,
"watchers": 1,
"open_issues_and_prs": 1
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": true,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"dashboard/tsconfig.json",
"initrunner/py.typed"
],
"largest_source_bytes": 72819,
"source_files_sampled": 679,
"oversized_source_files": 4,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 12523
},
"dependencies": {
"manifests": [
"dashboard/package.json",
"pyproject.toml"
],
"ecosystems": [
"npm",
"pypi"
],
"dependencies": [
{
"name": "@dicebear/core",
"manifest": "dashboard/package.json",
"ecosystem": "npm",
"version_constraint": "^9.4.3"
},
{
"name": "@dicebear/rings",
"manifest": "dashboard/package.json",
"ecosystem": "npm",
"version_constraint": "^9.4.3"
},
{
"name": "@xyflow/svelte",
"manifest": "dashboard/package.json",
"ecosystem": "npm",
"version_constraint": "^1.6.2"
},
{
"name": "posthog-js",
"manifest": "dashboard/package.json",
"ecosystem": "npm",
"version_constraint": "^1.399.2"
},
{
"name": "pydantic-ai-slim",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.13.0"
},
{
"name": "pydantic",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2.11"
},
{
"name": "typer",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.21.1"
},
{
"name": "pyyaml",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.0.3"
},
{
"name": "rich",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=14.3.2"
},
{
"name": "lancedb",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.29.2"
},
{
"name": "watchfiles",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.1.1"
},
{
"name": "croniter",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=6.0.0"
},
{
"name": "beautifulsoup4",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.13.2"
},
{
"name": "markdownify",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.2"
},
{
"name": "python-dotenv",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.2.1"
},
{
"name": "jinja2",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.1"
},
{
"name": "initguard",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=2026.3.3"
},
{
"name": "fastmcp",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=3.2.0"
},
{
"name": "anyio",
"manifest": "pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.13.0"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "@dicebear/core",
"direct": true,
"version": "9.4.3",
"ecosystem": "npm"
},
{
"name": "@dicebear/rings",
"direct": true,
"version": "9.4.3",
"ecosystem": "npm"
},
{
"name": "@xyflow/svelte",
"direct": true,
"version": "1.6.2",
"ecosystem": "npm"
},
{
"name": "posthog-js",
"direct": true,
"version": "1.404.1",
"ecosystem": "npm"
},
{
"name": "anyio",
"direct": true,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "beautifulsoup4",
"direct": true,
"version": "4.14.3",
"ecosystem": "pypi"
},
{
"name": "croniter",
"direct": true,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "fastmcp",
"direct": true,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "initguard",
"direct": true,
"version": "2026.3.3",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": true,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "lancedb",
"direct": true,
"version": "0.29.2",
"ecosystem": "pypi"
},
{
"name": "markdownify",
"direct": true,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-ai-slim",
"direct": true,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": true,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": true,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": true,
"version": "14.3.2",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": true,
"version": "0.21.1",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": true,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "@emnapi/core",
"direct": false,
"version": "1.11.1",
"ecosystem": "npm"
},
{
"name": "@emnapi/runtime",
"direct": false,
"version": "1.11.1",
"ecosystem": "npm"
},
{
"name": "@emnapi/wasi-threads",
"direct": false,
"version": "1.2.2",
"ecosystem": "npm"
},
{
"name": "@floating-ui/core",
"direct": false,
"version": "1.7.5",
"ecosystem": "npm"
},
{
"name": "@floating-ui/dom",
"direct": false,
"version": "1.7.6",
"ecosystem": "npm"
},
{
"name": "@floating-ui/utils",
"direct": false,
"version": "0.2.11",
"ecosystem": "npm"
},
{
"name": "@internationalized/date",
"direct": false,
"version": "3.12.0",
"ecosystem": "npm"
},
{
"name": "@jridgewell/gen-mapping",
"direct": false,
"version": "0.3.13",
"ecosystem": "npm"
},
{
"name": "@jridgewell/remapping",
"direct": false,
"version": "2.3.5",
"ecosystem": "npm"
},
{
"name": "@jridgewell/resolve-uri",
"direct": false,
"version": "3.1.2",
"ecosystem": "npm"
},
{
"name": "@jridgewell/sourcemap-codec",
"direct": false,
"version": "1.5.5",
"ecosystem": "npm"
},
{
"name": "@jridgewell/trace-mapping",
"direct": false,
"version": "0.3.31",
"ecosystem": "npm"
},
{
"name": "@napi-rs/wasm-runtime",
"direct": false,
"version": "1.1.6",
"ecosystem": "npm"
},
{
"name": "@oxc-project/types",
"direct": false,
"version": "0.139.0",
"ecosystem": "npm"
},
{
"name": "@polka/url",
"direct": false,
"version": "1.0.0-next.29",
"ecosystem": "npm"
},
{
"name": "@posthog/core",
"direct": false,
"version": "1.43.1",
"ecosystem": "npm"
},
{
"name": "@posthog/types",
"direct": false,
"version": "1.397.0",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-android-arm64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-darwin-arm64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-darwin-x64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-freebsd-x64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-arm-gnueabihf",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-arm64-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-arm64-musl",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-ppc64-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-s390x-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-x64-gnu",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-linux-x64-musl",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-openharmony-arm64",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-wasm32-wasi",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-win32-arm64-msvc",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/binding-win32-x64-msvc",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "@rolldown/pluginutils",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "@standard-schema/spec",
"direct": false,
"version": "1.1.0",
"ecosystem": "npm"
},
{
"name": "@svelte-put/shortcut",
"direct": false,
"version": "4.1.0",
"ecosystem": "npm"
},
{
"name": "@sveltejs/acorn-typescript",
"direct": false,
"version": "1.0.10",
"ecosystem": "npm"
},
{
"name": "@sveltejs/adapter-static",
"direct": false,
"version": "3.0.10",
"ecosystem": "npm"
},
{
"name": "@sveltejs/kit",
"direct": false,
"version": "2.70.0",
"ecosystem": "npm"
},
{
"name": "@sveltejs/vite-plugin-svelte",
"direct": false,
"version": "7.2.0",
"ecosystem": "npm"
},
{
"name": "@swc/helpers",
"direct": false,
"version": "0.5.23",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/node",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-android-arm64",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-darwin-arm64",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-darwin-x64",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-freebsd-x64",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-linux-arm-gnueabihf",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-linux-arm64-gnu",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-linux-arm64-musl",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-linux-x64-gnu",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-linux-x64-musl",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-wasm32-wasi",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-win32-arm64-msvc",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/oxide-win32-x64-msvc",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tailwindcss/vite",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "@tybys/wasm-util",
"direct": false,
"version": "0.10.3",
"ecosystem": "npm"
},
{
"name": "@types/cookie",
"direct": false,
"version": "0.6.0",
"ecosystem": "npm"
},
{
"name": "@types/d3-color",
"direct": false,
"version": "3.1.3",
"ecosystem": "npm"
},
{
"name": "@types/d3-drag",
"direct": false,
"version": "3.0.7",
"ecosystem": "npm"
},
{
"name": "@types/d3-interpolate",
"direct": false,
"version": "3.0.4",
"ecosystem": "npm"
},
{
"name": "@types/d3-selection",
"direct": false,
"version": "3.0.11",
"ecosystem": "npm"
},
{
"name": "@types/d3-transition",
"direct": false,
"version": "3.0.9",
"ecosystem": "npm"
},
{
"name": "@types/d3-zoom",
"direct": false,
"version": "3.0.8",
"ecosystem": "npm"
},
{
"name": "@types/estree",
"direct": false,
"version": "1.0.9",
"ecosystem": "npm"
},
{
"name": "@types/json-schema",
"direct": false,
"version": "7.0.15",
"ecosystem": "npm"
},
{
"name": "@types/trusted-types",
"direct": false,
"version": "2.0.7",
"ecosystem": "npm"
},
{
"name": "@xyflow/system",
"direct": false,
"version": "0.0.79",
"ecosystem": "npm"
},
{
"name": "acorn",
"direct": false,
"version": "8.17.0",
"ecosystem": "npm"
},
{
"name": "argparse",
"direct": false,
"version": "2.0.1",
"ecosystem": "npm"
},
{
"name": "aria-query",
"direct": false,
"version": "5.3.1",
"ecosystem": "npm"
},
{
"name": "axobject-query",
"direct": false,
"version": "4.1.0",
"ecosystem": "npm"
},
{
"name": "bits-ui",
"direct": false,
"version": "2.18.1",
"ecosystem": "npm"
},
{
"name": "clsx",
"direct": false,
"version": "2.1.1",
"ecosystem": "npm"
},
{
"name": "cookie",
"direct": false,
"version": "1.1.1",
"ecosystem": "npm"
},
{
"name": "core-js",
"direct": false,
"version": "3.49.0",
"ecosystem": "npm"
},
{
"name": "d3-color",
"direct": false,
"version": "3.1.0",
"ecosystem": "npm"
},
{
"name": "d3-dispatch",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "d3-drag",
"direct": false,
"version": "3.0.0",
"ecosystem": "npm"
},
{
"name": "d3-ease",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "d3-interpolate",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "d3-selection",
"direct": false,
"version": "3.0.0",
"ecosystem": "npm"
},
{
"name": "d3-timer",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "d3-transition",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "d3-zoom",
"direct": false,
"version": "3.0.0",
"ecosystem": "npm"
},
{
"name": "deepmerge",
"direct": false,
"version": "4.3.1",
"ecosystem": "npm"
},
{
"name": "dequal",
"direct": false,
"version": "2.0.3",
"ecosystem": "npm"
},
{
"name": "detect-libc",
"direct": false,
"version": "2.1.2",
"ecosystem": "npm"
},
{
"name": "devalue",
"direct": false,
"version": "5.8.1",
"ecosystem": "npm"
},
{
"name": "dompurify",
"direct": false,
"version": "3.4.11",
"ecosystem": "npm"
},
{
"name": "enhanced-resolve",
"direct": false,
"version": "5.21.6",
"ecosystem": "npm"
},
{
"name": "esm-env",
"direct": false,
"version": "1.2.2",
"ecosystem": "npm"
},
{
"name": "esrap",
"direct": false,
"version": "2.2.13",
"ecosystem": "npm"
},
{
"name": "fdir",
"direct": false,
"version": "6.5.0",
"ecosystem": "npm"
},
{
"name": "fflate",
"direct": false,
"version": "0.4.8",
"ecosystem": "npm"
},
{
"name": "fsevents",
"direct": false,
"version": "2.3.3",
"ecosystem": "npm"
},
{
"name": "graceful-fs",
"direct": false,
"version": "4.2.11",
"ecosystem": "npm"
},
{
"name": "inline-style-parser",
"direct": false,
"version": "0.2.7",
"ecosystem": "npm"
},
{
"name": "is-reference",
"direct": false,
"version": "3.0.3",
"ecosystem": "npm"
},
{
"name": "jiti",
"direct": false,
"version": "2.7.0",
"ecosystem": "npm"
},
{
"name": "js-yaml",
"direct": false,
"version": "5.2.1",
"ecosystem": "npm"
},
{
"name": "kleur",
"direct": false,
"version": "4.1.5",
"ecosystem": "npm"
},
{
"name": "lightningcss",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-android-arm64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-darwin-arm64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-darwin-x64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-freebsd-x64",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-arm-gnueabihf",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-arm64-gnu",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-arm64-musl",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-x64-gnu",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-linux-x64-musl",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-win32-arm64-msvc",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "lightningcss-win32-x64-msvc",
"direct": false,
"version": "1.32.0",
"ecosystem": "npm"
},
{
"name": "locate-character",
"direct": false,
"version": "3.0.0",
"ecosystem": "npm"
},
{
"name": "lucide-svelte",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "lz-string",
"direct": false,
"version": "1.5.0",
"ecosystem": "npm"
},
{
"name": "magic-string",
"direct": false,
"version": "0.30.21",
"ecosystem": "npm"
},
{
"name": "mrmime",
"direct": false,
"version": "2.0.1",
"ecosystem": "npm"
},
{
"name": "nanoid",
"direct": false,
"version": "3.3.12",
"ecosystem": "npm"
},
{
"name": "obug",
"direct": false,
"version": "2.1.3",
"ecosystem": "npm"
},
{
"name": "picocolors",
"direct": false,
"version": "1.1.1",
"ecosystem": "npm"
},
{
"name": "picomatch",
"direct": false,
"version": "4.0.4",
"ecosystem": "npm"
},
{
"name": "postcss",
"direct": false,
"version": "8.5.19",
"ecosystem": "npm"
},
{
"name": "preact",
"direct": false,
"version": "10.29.7",
"ecosystem": "npm"
},
{
"name": "query-selector-shadow-dom",
"direct": false,
"version": "1.0.1",
"ecosystem": "npm"
},
{
"name": "rolldown",
"direct": false,
"version": "1.1.5",
"ecosystem": "npm"
},
{
"name": "runed",
"direct": false,
"version": "0.35.1",
"ecosystem": "npm"
},
{
"name": "set-cookie-parser",
"direct": false,
"version": "3.1.0",
"ecosystem": "npm"
},
{
"name": "sirv",
"direct": false,
"version": "3.0.2",
"ecosystem": "npm"
},
{
"name": "source-map-js",
"direct": false,
"version": "1.2.1",
"ecosystem": "npm"
},
{
"name": "style-to-object",
"direct": false,
"version": "1.0.14",
"ecosystem": "npm"
},
{
"name": "svelte",
"direct": false,
"version": "5.56.4",
"ecosystem": "npm"
},
{
"name": "svelte-toolbelt",
"direct": false,
"version": "0.10.6",
"ecosystem": "npm"
},
{
"name": "tabbable",
"direct": false,
"version": "6.4.0",
"ecosystem": "npm"
},
{
"name": "tailwind-merge",
"direct": false,
"version": "3.6.0",
"ecosystem": "npm"
},
{
"name": "tailwind-variants",
"direct": false,
"version": "3.2.2",
"ecosystem": "npm"
},
{
"name": "tailwindcss",
"direct": false,
"version": "4.3.2",
"ecosystem": "npm"
},
{
"name": "tapable",
"direct": false,
"version": "2.3.3",
"ecosystem": "npm"
},
{
"name": "tinyglobby",
"direct": false,
"version": "0.2.17",
"ecosystem": "npm"
},
{
"name": "totalist",
"direct": false,
"version": "3.0.1",
"ecosystem": "npm"
},
{
"name": "tslib",
"direct": false,
"version": "2.8.1",
"ecosystem": "npm"
},
{
"name": "typescript",
"direct": false,
"version": "6.0.3",
"ecosystem": "npm"
},
{
"name": "vite",
"direct": false,
"version": "8.1.5",
"ecosystem": "npm"
},
{
"name": "vitefu",
"direct": false,
"version": "1.1.3",
"ecosystem": "npm"
},
{
"name": "web-vitals",
"direct": false,
"version": "5.3.0",
"ecosystem": "npm"
},
{
"name": "zimmerframe",
"direct": false,
"version": "1.1.4",
"ecosystem": "npm"
},
{
"name": "aiofile",
"direct": false,
"version": "3.9.0",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiohttp",
"direct": false,
"version": "3.14.1",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "annotated-doc",
"direct": false,
"version": "0.0.4",
"ecosystem": "pypi"
},
{
"name": "annotated-types",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "anthropic",
"direct": false,
"version": "0.109.1",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "25.4.0",
"ecosystem": "pypi"
},
{
"name": "audioop-lts",
"direct": false,
"version": "0.2.2",
"ecosystem": "pypi"
},
{
"name": "authlib",
"direct": false,
"version": "1.7.2",
"ecosystem": "pypi"
},
{
"name": "backports-tarfile",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "beartype",
"direct": false,
"version": "0.22.9",
"ecosystem": "pypi"
},
{
"name": "better-profanity",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "boto3",
"direct": false,
"version": "1.43.13",
"ecosystem": "pypi"
},
{
"name": "botocore",
"direct": false,
"version": "1.43.13",
"ecosystem": "pypi"
},
{
"name": "bottle",
"direct": false,
"version": "0.13.4",
"ecosystem": "pypi"
},
{
"name": "brotli",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "brotlicffi",
"direct": false,
"version": "1.2.0.0",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "7.0.0",
"ecosystem": "pypi"
},
{
"name": "caio",
"direct": false,
"version": "0.9.25",
"ecosystem": "pypi"
},
{
"name": "cel-python",
"direct": false,
"version": "0.5.0",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.1.4",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.4",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.4.2",
"ecosystem": "pypi"
},
{
"name": "clr-loader",
"direct": false,
"version": "0.2.10",
"ecosystem": "pypi"
},
{
"name": "cohere",
"direct": false,
"version": "5.20.7",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "49.0.0",
"ecosystem": "pypi"
},
{
"name": "cyclopts",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "ddgs",
"direct": false,
"version": "9.10.0",
"ecosystem": "pypi"
},
{
"name": "defusedxml",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "deprecation",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "discord-py",
"direct": false,
"version": "2.6.4",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "dnspython",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "docutils",
"direct": false,
"version": "0.22.4",
"ecosystem": "pypi"
},
{
"name": "email-validator",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "et-xmlfile",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "eval-type-backport",
"direct": false,
"version": "0.3.1",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "fake-useragent",
"direct": false,
"version": "2.2.0",
"ecosystem": "pypi"
},
{
"name": "fasta2a",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.135.2",
"ecosystem": "pypi"
},
{
"name": "fastavro",
"direct": false,
"version": "1.12.1",
"ecosystem": "pypi"
},
{
"name": "fastembed",
"direct": false,
"version": "0.8.0",
"ecosystem": "pypi"
},
{
"name": "fastmcp-slim",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.20.3",
"ecosystem": "pypi"
},
{
"name": "flatbuffers",
"direct": false,
"version": "25.12.19",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2026.2.0",
"ecosystem": "pypi"
},
{
"name": "genai-prices",
"direct": false,
"version": "0.0.71",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.53.0",
"ecosystem": "pypi"
},
{
"name": "google-genai",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "google-re2",
"direct": false,
"version": "1.1.20251105",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.72.0",
"ecosystem": "pypi"
},
{
"name": "griffelib",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "groq",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.78.0",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "h2",
"direct": false,
"version": "4.3.0",
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "hpack",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httpcore2",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "httpx2",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "hyperframe",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.16",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.16",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.1",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-classes",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-context",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "jaraco-functools",
"direct": false,
"version": "4.4.0",
"ecosystem": "pypi"
},
{
"name": "jeepney",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "jmespath",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "joserfc",
"direct": false,
"version": "1.7.2",
"ecosystem": "pypi"
},
{
"name": "jsonpath-python",
"direct": false,
"version": "1.1.6",
"ecosystem": "pypi"
},
{
"name": "jsonref",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-path",
"direct": false,
"version": "0.3.4",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "keyring",
"direct": false,
"version": "25.7.0",
"ecosystem": "pypi"
},
{
"name": "lance-namespace",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "lance-namespace-urllib3-client",
"direct": false,
"version": "0.5.2",
"ecosystem": "pypi"
},
{
"name": "lark",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "logfire-api",
"direct": false,
"version": "4.22.0",
"ecosystem": "pypi"
},
{
"name": "loguru",
"direct": false,
"version": "0.7.3",
"ecosystem": "pypi"
},
{
"name": "lxml",
"direct": false,
"version": "6.1.0",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": "1.28.1",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mistralai",
"direct": false,
"version": "2.4.5",
"ecosystem": "pypi"
},
{
"name": "mmh3",
"direct": false,
"version": "5.2.0",
"ecosystem": "pypi"
},
{
"name": "more-itertools",
"direct": false,
"version": "10.8.0",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.7.1",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.10.0",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.4.2",
"ecosystem": "pypi"
},
{
"name": "onnxruntime",
"direct": false,
"version": "1.24.4",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.46.0",
"ecosystem": "pypi"
},
{
"name": "openapi-pydantic",
"direct": false,
"version": "0.5.1",
"ecosystem": "pypi"
},
{
"name": "openpyxl",
"direct": false,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-instrumentation-logging",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.39.1",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.60b1",
"ecosystem": "pypi"
},
{
"name": "overrides",
"direct": false,
"version": "7.7.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "pathable",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "pendulum",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.2.0",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "primp",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.5",
"ecosystem": "pypi"
},
{
"name": "proxy-tools",
"direct": false,
"version": "0.1.0",
"ecosystem": "pypi"
},
{
"name": "py-key-value-aio",
"direct": false,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "py-rust-stemmers",
"direct": false,
"version": "0.1.5",
"ecosystem": "pypi"
},
{
"name": "pyarrow",
"direct": false,
"version": "23.0.1",
"ecosystem": "pypi"
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "pyasn1-modules",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-evals",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-graph",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.14.2",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.20.0",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.13.0",
"ecosystem": "pypi"
},
{
"name": "pymupdf",
"direct": false,
"version": "1.26.7",
"ecosystem": "pypi"
},
{
"name": "pymupdf4llm",
"direct": false,
"version": "0.2.9",
"ecosystem": "pypi"
},
{
"name": "pyobjc-core",
"direct": false,
"version": "12.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-cocoa",
"direct": false,
"version": "12.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-quartz",
"direct": false,
"version": "12.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-security",
"direct": false,
"version": "12.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-uniformtypeidentifiers",
"direct": false,
"version": "12.1",
"ecosystem": "pypi"
},
{
"name": "pyobjc-framework-webkit",
"direct": false,
"version": "12.1",
"ecosystem": "pypi"
},
{
"name": "pyperclip",
"direct": false,
"version": "1.11.0",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "9.0.3",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "pytest-timeout",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-docx",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.32",
"ecosystem": "pypi"
},
{
"name": "python-telegram-bot",
"direct": false,
"version": "22.6",
"ecosystem": "pypi"
},
{
"name": "pythonnet",
"direct": false,
"version": "3.0.5",
"ecosystem": "pypi"
},
{
"name": "pytz",
"direct": false,
"version": "2025.2",
"ecosystem": "pypi"
},
{
"name": "pywebview",
"direct": false,
"version": "6.1",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "311",
"ecosystem": "pypi"
},
{
"name": "pywin32-ctypes",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "qtpy",
"direct": false,
"version": "2.4.3",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.36.2",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.1.15",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.0",
"ecosystem": "pypi"
},
{
"name": "rich-rst",
"direct": false,
"version": "1.3.2",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.15.7",
"ecosystem": "pypi"
},
{
"name": "s3transfer",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "secretstorage",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "shellingham",
"direct": false,
"version": "1.5.4",
"ecosystem": "pypi"
},
{
"name": "six",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "slack-sdk",
"direct": false,
"version": "3.41.0",
"ecosystem": "pypi"
},
{
"name": "sniffio",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "socksio",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "soupsieve",
"direct": false,
"version": "2.8.4",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.2.0",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "tabulate",
"direct": false,
"version": "0.9.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.4",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.3",
"ecosystem": "pypi"
},
{
"name": "truststore",
"direct": false,
"version": "0.10.4",
"ecosystem": "pypi"
},
{
"name": "ty",
"direct": false,
"version": "0.0.24",
"ecosystem": "pypi"
},
{
"name": "types-requests",
"direct": false,
"version": "2.32.4.20260107",
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": "4.15.0",
"ecosystem": "pypi"
},
{
"name": "typing-inspection",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "tzdata",
"direct": false,
"version": "2025.3",
"ecosystem": "pypi"
},
{
"name": "uncalled-for",
"direct": false,
"version": "0.2.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": false,
"version": "0.42.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.36.1",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "15.0.1",
"ecosystem": "pypi"
},
{
"name": "win32-setctime",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "1.17.3",
"ecosystem": "pypi"
},
{
"name": "xai-sdk",
"direct": false,
"version": "1.17.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.22.0",
"ecosystem": "pypi"
},
{
"name": "youtube-transcript-api",
"direct": false,
"version": "1.2.4",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 371,
"direct_count": 19,
"indirect_count": 352
}
},
"maintainership": {
"issues": {
"open_prs": 1,
"merged_prs": 135,
"open_issues": 0,
"closed_ratio": 1,
"closed_issues": 3,
"closed_unmerged_prs": 54
},
"bus_factor": 1,
"top_contributors": [
{
"type": "User",
"login": "vladkesler",
"commits": 362,
"avatar_url": "https://avatars.githubusercontent.com/u/217212057?u=97443ecadf855d93aea95227d95653562c4d087f&v=4"
},
{
"type": "Bot",
"login": "dependabot[bot]",
"commits": 50,
"avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
}
],
"contributors_sampled": 2,
"top_contributor_share": 0.879
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci.yml",
"docker-publish.yml",
"release.yml",
"security.yml",
"testpypi.yml"
],
"has_docs_dir": true,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"package-lock.json",
"pnpm-lock.yaml",
"uv.lock"
],
"scorecard": {
"checks": [
{
"name": "Binary-Artifacts",
"score": 10,
"reason": "no binaries found in the repo",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
"score": 3,
"reason": "branch protection is not maximal on development and all release branches",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 0,
"reason": "no effort to earn an OpenSSF best practices badge detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 0,
"reason": "Found 0/19 approved changesets -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 0,
"reason": "project has 0 contributing companies or organizations -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 10,
"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 10,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
},
{
"name": "Pinned-Dependencies",
"score": 0,
"reason": "dependency not pinned by hash detected -- score normalized to 0",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
},
{
"name": "SAST",
"score": 7,
"reason": "SAST tool is not run on all commits -- score normalized to 7",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
},
{
"name": "Security-Policy",
"score": 10,
"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
"score": 0,
"reason": "Project has not signed or included provenance with any releases.",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
},
{
"name": "Token-Permissions",
"score": 0,
"reason": "detected GitHub workflow tokens with excessive permissions",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
"score": 2,
"reason": "8 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "011f50c85874d4c90b8f3eb6e95f993839ac3e66",
"ran_at": "2026-07-18T14:54:07Z",
"aggregate_score": 5.2,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": true
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/vladkesler/initrunner",
"host": "github.com",
"name": "initrunner",
"owner": "vladkesler"
},
"metrics": {
"overall": {
"key": "overall",
"band": "moderate",
"name": "Overall health",
"note": null,
"notes": [],
"value": 66,
"inputs": {
"security": 52,
"vitality": 83,
"community": 59,
"governance": 50,
"engineering": 86
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 83,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "good",
"name": "Development activity",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"commits_last_year": 411,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 21
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "21/52 weeks with commits",
"points": 14.5,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 21
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "411 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 411
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "excellent",
"name": "Release discipline",
"note": null,
"notes": [],
"value": 90,
"inputs": {
"releases_count": 100,
"latest_release_tag": "v2026.7.4",
"releases_from_tags": false,
"days_since_latest_release": 0,
"mean_days_between_releases": 3.7
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "100 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 100
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~3.7 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 3.7
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "repository_too_young",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "moderate",
"name": "Community & Adoption",
"value": 59,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 31,
"inputs": {
"forks": 6,
"stars": 39,
"watchers": 1,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "39 stars",
"points": 25.6,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 39
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "6 forks",
"points": 5.8,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 6
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "1 watchers",
"points": 0,
"status": "missed",
"details": [
{
"code": "watchers",
"params": {
"count": 1
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"details": [],
"max_points": 13.5
},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.2
},
{
"key": "pr_template",
"name": "PR template",
"detail": null,
"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"packages": [
"initrunner"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 2130
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "2,130 downloads/month across pypi",
"points": 44.4,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 2130,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "moderate",
"name": "Sustainability & Governance",
"value": 50,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 14,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 2,
"top_contributor_share": 0.879
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 88% of commits",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 88
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "2 contributors",
"points": 2.7,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 2
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 74,
"inputs": {
"merged_prs": 135,
"open_issues": 0,
"closed_issues": 3,
"issue_closed_ratio": 1,
"closed_unmerged_prs": 54
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "100% of issues closed",
"points": 46.8,
"status": "met",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 100
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "135/189 decided PRs merged",
"points": 27.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 135,
"decided": 189
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/19 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "critical",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 29,
"inputs": {
"followers": 4,
"owner_type": "User",
"is_verified": null,
"owner_login": "vladkesler",
"public_repos": 6,
"account_age_days": 393
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "4 followers of vladkesler",
"points": 5,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 4,
"login": "vladkesler"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "6 public repos, account ~1 yr old",
"points": 8.3,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 6
}
},
{
"code": "account_age_years",
"params": {
"years": 1
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"initrunner"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 0
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 0 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 0
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "110 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 110
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "excellent",
"name": "Engineering Quality",
"value": 86,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"agent-framework",
"ai-agents",
"ai-automation",
"ai-tools",
"autonomous-agents",
"cli",
"llm",
"llm-agents",
"mcp",
"multi-agent",
"no-code",
"openai-compatible",
"pydantic-ai",
"python",
"rag",
"yaml",
"yaml-configuration"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": true,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "17 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 17
}
}
],
"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": 52,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": null,
"notes": [],
"value": 52,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 18,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 0,
"scorecard_aggregate": 5.2
},
"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": "branch protection is not maximal on development and all release branches",
"points": 2.2,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "30 out of 30 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 0/19 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 7",
"points": 3.5,
"status": "partial",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "8 existing vulnerabilities detected",
"points": 1.5,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 70,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"legible_commit_history"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 75,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 12523
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "CLAUDE.md"
}
}
],
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 66,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"package-lock.json",
"pnpm-lock.yaml",
"uv.lock"
],
"has_dockerfile": true,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"dashboard/tsconfig.json",
"initrunner/py.typed"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 11,
"status": "met",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "dashboard/tsconfig.json, initrunner/py.typed",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "dashboard/tsconfig.json, initrunner/py.typed"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "Dockerfile, lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "Dockerfile, lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 72819,
"source_files_sampled": 679,
"oversized_source_files": 4
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (dashboard/tsconfig.json, initrunner/py.typed)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "dashboard/tsconfig.json, initrunner/py.typed",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "4/679 source files over 60KB",
"points": 54.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 679,
"oversized": 4
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "moderate",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 60,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": true,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 20,
"status": "met",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-18T14:54:24.575065Z",
"schema_version": "0.13.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/v/vladkesler/initrunner.svg",
"full_name": "vladkesler/initrunner",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.13.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.