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Software-GesundheitsberichtSchema 0.11.0 · Metriken 1.13.0 · 2026-07-15 10:59 UTC

microsoft / agent-framework

A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.

Python · C#MIT★ 12.131 Sterne⑂ 2.035 Forksseit Apr. 2025Auf GitHub ansehen ↗
#agent-framework#agentic-ai#agents#ai#dotnet#multi-agent#orchestration#python#sdk#workflows

microsoft/agent-framework erreicht einen Gesundheitsindex von 89 von 100 und liegt damit im Bereich Exzellent. Am stärksten schneidet es bei Vitality (100/100) ab, am schwächsten bei Security (64/100). Zuletzt heute aktualisiert. 6 Mitwirkende tragen den Großteil der jüngsten Arbeit.

89
gesamt / 100
Exzellent

Software-Gesundheitsindex

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

89
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

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

Eigentümerschaft

MicrosoftOrganisation
125.172 Follower8.189 öffentliche Reposseit Dez. 2013

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIagent-framework1.11.0-51vor 5 Tagen

Metriken nach Kategorie

Vitalität

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

100Exzellent · 22 % des Gesamtindex

Entwicklungsaktivität

100Exzellent
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 2.495 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year2.495
human_commit_share—
days_since_last_push0
active_weeks_last_year52

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 5 Tagen
27/27Release-Rhythmus — ein Release etwa alle 3,9 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagpython-1.11.0
releases_from_tagsnein
days_since_latest_release5
mean_days_between_releases3,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

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

94Exzellent · 18 % des Gesamtindex

Popularität & Verbreitung

96Exzellent
Wie die Bewertung erfolgt
60/60Stars — 12.131 Stars
25/25Forks — 2.035 Forks
11.3/15Watcher — 107 Watcher
Verwendete Eingangsdaten
forks2.035
stars12.131
watchers107
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

92Exzellent
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja

Nachhaltigkeit & Governance

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

88Exzellent · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

92Exzellent
Wie die Bewertung erfolgt
48.6/54Bus-Faktor — 6 Beitragende decken die Hälfte aller Commits ab
20/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 11 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 8 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor6
contributors_sampled100
top_contributor_share0,11

Reaktionsfähigkeit bei Issues & PRs

81Gut
Wie die Bewertung erfolgt
38.8/46.8Issue-Lösungsquote — 83 % der Issues geschlossen
29/38.3PR-Annahme — 2.775/3.660 entschiedene PRs gemergt
13.5/15OpenSSF Scorecard: Code-Review — Found 29/30 approved changesets -- score normalized to 9
Verwendete Eingangsdaten
merged_prs2.775
open_issues498
closed_issues2.457
issue_closed_ratio0,831
closed_unmerged_prs885

Eigentümerschaft & Trägerschaft

80Gut
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 125.172 Follower von microsoft
25/25Kontohistorie — 8.189 öffentliche Repos, Kontoalter ca. 12 Jahre
Verwendete Eingangsdaten
followers125.172
owner_typeOrganization
is_verified—
owner_loginmicrosoft
public_repos8.189
account_age_days4.599

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen
20/20Versionshistorie — 51 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesagent-framework
ecosystemspypi
any_deprecatednein
min_days_since_publish5

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

96Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

100Exzellent
Wie die Bewertung erfolgt
24/24CI-Workflows — 26 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — eslint.config.js
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://aka.ms/agent-framework
10/10Repository-Beschreibung
10/10Topics — 10 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsagent-framework, agentic-ai, agents, ai, dotnet, multi-agent, orchestration, python, sdk, workflows
has_wikinein
homepagehttps://aka.ms/agent-framework
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

64Mittel · 16 % des Gesamtindex

Sicherheitslage

64Mittel
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 29/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 8 contributing companies or organizations
0/10Dangerous-Workflow — dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
1.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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

71Gut · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

75Gut
Wie die Bewertung erfolgt
45/45Agentenanweisungen — .github/copilot-instructions.md, .github/instructions/durabletask-dotnet.instructions.md, docs/features/durable-agents/AGENTS.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/azurefunctions/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/durabletask/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share—
agent_instruction_files.github/copilot-instructions.md, .github/instructions/durabletask-dotnet.instructions.md, docs/features/durable-agents/AGENTS.md, dotnet/AGENTS.md, dotnet/samples/AGENTS.md, python/AGENTS.md, python/packages/a2a/AGENTS.md, python/packages/ag-ui/AGENTS.md, python/packages/anthropic/AGENTS.md, python/packages/azure-ai-search/AGENTS.md, python/packages/azure-contentunderstanding/AGENTS.md, python/packages/azure-cosmos/AGENTS.md, python/packages/azurefunctions/AGENTS.md, python/packages/bedrock/AGENTS.md, python/packages/chatkit/AGENTS.md, python/packages/claude/AGENTS.md, python/packages/copilotstudio/AGENTS.md, python/packages/core/AGENTS.md, python/packages/declarative/AGENTS.md, python/packages/devui/AGENTS.md, python/packages/durabletask/AGENTS.md, python/packages/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/lab/AGENTS.md, python/packages/mem0/AGENTS.md, python/packages/mistral/AGENTS.md, python/packages/monty/AGENTS.md, python/packages/ollama/AGENTS.md, python/packages/openai/AGENTS.md, python/packages/purview/AGENTS.md, python/packages/redis/AGENTS.md, python/samples/AGENTS.md
agent_instruction_max_bytes37.605
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.

AI-Verify-Loop (Build / Test / Typprüfung)

69Mittel
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — eslint.config.js
11/11Statische Typprüfung — python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json
10/10Reproduzierbare Umgebung — devcontainer, Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
3/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 3
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfileja
typed_languagenein
bootstrap_files—
has_devcontainerja
has_linter_configja
typecheck_configspython/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

81Gut
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (python/packages/ag-ui/agent_framework_ag_ui/py.typed, python/packages/azurefunctions/agent_framework_azurefunctions/py.typed, python/packages/chatkit/agent_framework_chatkit/py.typed, python/packages/core/agent_framework/py.typed, python/packages/devui/frontend/tsconfig.json, python/packages/durabletask/agent_framework_durabletask/py.typed, python/packages/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hyperlight/agent_framework_hyperlight/py.typed, python/packages/lab/gaia/agent_framework_lab_gaia/py.typed, python/packages/lab/lightning/agent_framework_lab_lightning/py.typed, python/packages/lab/tau2/agent_framework_lab_tau2/py.typed, python/packages/mistral/agent_framework_mistral/py.typed, python/packages/monty/agent_framework_monty/py.typed, python/packages/ollama/agent_framework_ollama/py.typed, python/packages/openai/agent_framework_openai/py.typed, python/packages/orchestrations/agent_framework_orchestrations/py.typed, python/packages/tools/agent_framework_tools/py.typed, python/samples/05-end-to-end/ag_ui_workflow_handoff/frontend/tsconfig.json, python/samples/05-end-to-end/chatkit-integration/frontend/tsconfig.json, python/samples/autogen-migration/pyrightconfig.json)
53.8/55Handhabbare Dateigrößen — 72/3.378 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes834.074
source_files_sampled3.378
oversized_source_files72

Maschinenlesbare AI-Schnittstellen

60Mittel
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — demos, sample, samples
Verwendete Eingangsdaten
example_dirsdemos, sample, samples
has_mcp_signalja
api_schema_files—

Eckdaten

12.131GitHub-Sterne
100Mitwirkende
2.495Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
6Bus-Faktor
498offene Issues
PyPIPaket-Ökosysteme

Weitere Details

OpenSSF Scorecard 6.4 / 10
6.4Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-15 10:58 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 29/30 approved changesets -- score normalized to 9
10Contributorsproject has 8 contributing companies or organizations
0Dangerous-Workflowdangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
PyPIagent-framework-core==1.11.0python/pyproject.toml
Alle Abhängigkeiten 930

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 2 direkte und 928 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIagent-framework-core—direkt
PyPIagent-framework-core1.11.0direkt
npm@babel/code-frame7.29.7indirekt
npm@babel/compat-data7.29.7indirekt
npm@babel/core7.29.7indirekt
npm@babel/generator7.29.7indirekt
npm@babel/helper-compilation-targets7.29.7indirekt
npm@babel/helper-globals7.29.7indirekt
npm@babel/helper-module-imports7.29.7indirekt
npm@babel/helper-module-transforms7.29.7indirekt
npm@babel/helper-plugin-utils7.27.1indirekt
npm@babel/helper-string-parser7.27.1indirekt
npm@babel/helper-string-parser7.29.7indirekt
npm@babel/helper-validator-identifier7.27.1indirekt
npm@babel/helper-validator-identifier7.29.7indirekt
npm@babel/helper-validator-option7.29.7indirekt
npm@babel/helpers7.29.7indirekt
npm@babel/parser7.29.7indirekt
npm@babel/parser7.28.3indirekt
npm@babel/plugin-transform-react-jsx-self7.27.1indirekt
npm@babel/plugin-transform-react-jsx-source7.27.1indirekt
npm@babel/template7.29.7indirekt
npm@babel/traverse7.29.7indirekt
npm@babel/types7.28.2indirekt
npm@babel/types7.29.7indirekt
npm@emnapi/core1.10.0indirekt
npm@emnapi/core1.11.0indirekt
npm@emnapi/runtime1.10.0indirekt
npm@emnapi/runtime1.11.0indirekt
npm@emnapi/wasi-threads1.2.1indirekt
npm@emnapi/wasi-threads1.2.2indirekt
npm@eslint-community/eslint-utils4.7.0indirekt
npm@eslint-community/regexpp4.12.1indirekt
npm@eslint/config-array0.21.0indirekt
npm@eslint/config-helpers0.3.1indirekt
npm@eslint/core0.15.2indirekt
npm@eslint/eslintrc3.3.1indirekt
npm@eslint/js9.33.0indirekt
npm@eslint/object-schema2.1.6indirekt
npm@eslint/plugin-kit0.3.5indirekt
npm@floating-ui/core1.7.3indirekt
npm@floating-ui/dom1.7.4indirekt
npm@floating-ui/react-dom2.1.6indirekt
npm@floating-ui/utils0.2.10indirekt
npm@humanfs/core0.19.1indirekt
npm@humanfs/node0.16.6indirekt
npm@humanwhocodes/module-importer1.0.1indirekt
npm@humanwhocodes/retry0.4.3indirekt
npm@humanwhocodes/retry0.3.1indirekt
npm@jridgewell/gen-mapping0.3.13indirekt
npm@jridgewell/remapping2.3.5indirekt
npm@jridgewell/resolve-uri3.1.2indirekt
npm@jridgewell/sourcemap-codec1.5.5indirekt
npm@jridgewell/trace-mapping0.3.30indirekt
npm@napi-rs/wasm-runtime1.1.5indirekt
npm@napi-rs/wasm-runtime1.1.4indirekt
npm@nodelib/fs.scandir2.1.5indirekt
npm@nodelib/fs.stat2.0.5indirekt
npm@nodelib/fs.walk1.2.8indirekt
npm@openai/chatkit0.0.0indirekt
npm@openai/chatkit-react0.0.0indirekt
npm@oxc-project/types0.133.0indirekt
npm@radix-ui/number1.1.1indirekt
npm@radix-ui/primitive1.1.3indirekt
npm@radix-ui/react-arrow1.1.7indirekt
npm@radix-ui/react-checkbox1.3.3indirekt
npm@radix-ui/react-collection1.1.7indirekt
npm@radix-ui/react-compose-refs1.1.2indirekt
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npm@tailwindcss/oxide-linux-x64-musl4.3.1indirekt
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PyPIagent-framework-openai—indirekt
PyPIagent-framework-openai1.10.1indirekt
PyPIagent-framework-orchestrations1.0.0rc1indirekt
PyPIagent-framework-orchestrations—indirekt
PyPIagent-framework-orchestrations1.0.0indirekt
PyPIagent-framework-purview—indirekt
PyPIagent-framework-purview1.0.0b260709indirekt
PyPIagent-framework-redis—indirekt
PyPIagent-framework-redis1.0.0b260521indirekt
PyPIagent-framework-tools1.0.0a260630indirekt
PyPIagentlightning—indirekt
PyPIagentlightning0.3.0indirekt
PyPIagentops0.4.21indirekt
PyPIaiogram—indirekt
PyPIaiohappyeyeballs2.7.1indirekt
PyPIaiohttp—indirekt
PyPIaiohttp3.14.1indirekt
PyPIaiologic0.17.1indirekt
PyPIaiosignal1.4.0indirekt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIansicon1.89.0indirekt
PyPIanthropic—indirekt
PyPIanthropic0.116.0indirekt
PyPIanyio4.14.1indirekt
PyPIappdirs1.4.4indirekt
PyPIapscheduler3.11.3indirekt
PyPIasgiref3.11.1indirekt
PyPIast-serialize0.6.0indirekt
PyPIasync-timeout5.0.1indirekt
PyPIasyncio4.0.0indirekt
PyPIattrs26.1.0indirekt
PyPIazure-ai-agentserver-core—indirekt
PyPIazure-ai-agentserver-core2.0.0b7indirekt
PyPIazure-ai-agentserver-invocations—indirekt
PyPIazure-ai-agentserver-invocations1.0.0b6indirekt
PyPIazure-ai-agentserver-responses—indirekt
PyPIazure-ai-agentserver-responses1.0.0b8indirekt
PyPIazure-ai-contentunderstanding—indirekt
PyPIazure-ai-contentunderstanding1.2.0b2indirekt
PyPIazure-ai-inference—indirekt
PyPIazure-ai-inference1.0.0b9indirekt
PyPIazure-ai-projects—indirekt
PyPIazure-ai-projects2.2.0indirekt
PyPIazure-core—indirekt
PyPIazure-core1.41.0indirekt
PyPIazure-core-tracing-opentelemetry1.0.0b13indirekt
PyPIazure-cosmos—indirekt
PyPIazure-cosmos4.16.1indirekt
PyPIazure-functions—indirekt
PyPIazure-functions1.24.0indirekt
PyPIazure-functions-durable—indirekt
PyPIazure-functions-durable1.6.0indirekt
PyPIazure-identity—indirekt
PyPIazure-identity1.25.3indirekt
PyPIazure-monitor-opentelemetry—indirekt
PyPIazure-monitor-opentelemetry1.8.9indirekt
PyPIazure-monitor-opentelemetry-exporter1.0.0b55indirekt
PyPIazure-search-documents—indirekt
PyPIazure-search-documents12.0.0indirekt
PyPIazure-storage-blob12.30.0indirekt
PyPIbackoff2.2.1indirekt
PyPIbackports-asyncio-runner1.2.0indirekt
PyPIblessed1.47.0indirekt
PyPIblinker1.9.0indirekt
PyPIboto3—indirekt
PyPIboto31.43.45indirekt
PyPIbotocore—indirekt
PyPIbotocore1.43.45indirekt
PyPIcachebox5.2.3indirekt
PyPIcertifi2026.6.17indirekt
PyPIcffi2.0.0indirekt
PyPIcharset-normalizer3.4.9indirekt
PyPIclaude-agent-sdk—indirekt
PyPIclaude-agent-sdk0.2.115indirekt
PyPIclick8.4.2indirekt
PyPIclr-loader0.2.10indirekt
PyPIcolorama0.4.6indirekt
PyPIcontourpy1.3.3indirekt
PyPIcontourpy1.3.2indirekt
PyPIcoverage7.15.0indirekt
PyPIcroniter6.2.4indirekt
PyPIcryptography48.0.1indirekt
PyPIculsans0.11.0indirekt
PyPIcycler0.12.1indirekt
PyPIdebugpy—indirekt
PyPIdeepdiff9.1.0indirekt
PyPIdistro1.9.0indirekt
PyPIdnspython2.8.0indirekt
PyPIdocstring-parser0.18.0indirekt
PyPIdocutils0.23indirekt
PyPIdurabletask—indirekt
PyPIdurabletask1.7.2indirekt
PyPIdurabletask-azuremanaged—indirekt
PyPIdurabletask-azuremanaged1.7.2indirekt
PyPIemail-validator2.3.0indirekt
PyPIeval-type-backport0.4.0indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIexecnet2.1.2indirekt
PyPIexpression5.6.0indirekt
PyPIfastapi—indirekt
PyPIfastapi0.138.0indirekt
PyPIfastapi-sso0.21.1indirekt
PyPIfastuuid0.14.0indirekt
PyPIfilelock3.29.7indirekt
PyPIfiletype—indirekt
PyPIfiletype1.2.0indirekt
PyPIflask3.1.3indirekt
PyPIflit3.12.0indirekt
PyPIflit-core—indirekt
PyPIflit-core3.12.0indirekt
PyPIfonttools4.63.0indirekt
PyPIfoundry-local-sdk—indirekt
PyPIfoundry-local-sdk0.5.1indirekt
PyPIfrozenlist1.8.0indirekt
PyPIfs2.4.16indirekt
PyPIfsspec2026.6.0indirekt
PyPIfurl2.1.4indirekt
PyPIgithub-copilot-sdk—indirekt
PyPIgithub-copilot-sdk1.0.2indirekt
PyPIgoogle-api-core2.31.0indirekt
PyPIgoogle-auth2.55.2indirekt
PyPIgoogle-genai—indirekt
PyPIgoogle-genai2.11.0indirekt
PyPIgoogleapis-common-protos1.75.0indirekt
PyPIgpustat1.1.1indirekt
PyPIgranian2.7.9indirekt
PyPIgraphviz0.21indirekt
PyPIgreenlet3.5.3indirekt
PyPIgriffelib2.1.0indirekt
PyPIgrpcio1.82.1indirekt
PyPIgunicorn23.0.0indirekt
PyPIh110.16.0indirekt
PyPIh24.3.0indirekt
PyPIhatchling—indirekt
PyPIhf-xet1.5.1indirekt
PyPIhpack4.2.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttptools0.8.0indirekt
PyPIhttpx—indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIhuggingface-hub—indirekt
PyPIhuggingface-hub1.23.0indirekt
PyPIhypercorn—indirekt
PyPIhypercorn0.18.0indirekt
PyPIhyperframe6.1.0indirekt
PyPIhyperlight-sandbox—indirekt
PyPIhyperlight-sandbox0.4.0indirekt
PyPIhyperlight-sandbox-backend-wasm0.4.0indirekt
PyPIhyperlight-sandbox-python-guest—indirekt
PyPIhyperlight-sandbox-python-guest0.5.0indirekt
PyPIidna3.18indirekt
PyPIimportlib-metadata8.9.0indirekt
PyPIiniconfig2.3.0indirekt
PyPIinvoke2.2.1indirekt
PyPIisodate0.7.2indirekt
PyPIitsdangerous2.2.0indirekt
PyPIjinja23.1.6indirekt
PyPIjinxed2.1.0indirekt
PyPIjiter0.16.0indirekt
PyPIjmespath1.1.0indirekt
PyPIjoblib1.5.3indirekt
PyPIjson-rpc1.15.0indirekt
PyPIjsonpath-ng1.8.0indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIkiwisolver1.5.0indirekt
PyPIlangfuse4.13.2indirekt
PyPIlibrt0.13.0indirekt
PyPIlitellm1.91.1indirekt
PyPIlitellm-enterprise0.1.44indirekt
PyPIlitellm-proxy-extras0.4.74indirekt
PyPIloguru—indirekt
PyPIloguru0.7.3indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImatplotlib3.11.0indirekt
PyPImatplotlib3.10.9indirekt
PyPImcp—indirekt
PyPImcp1.28.1indirekt
PyPImdurl0.1.2indirekt
PyPImem0ai—indirekt
PyPImem0ai2.0.11indirekt
PyPImicrosoft-agents-activity0.3.1indirekt
PyPImicrosoft-agents-copilotstudio-client—indirekt
PyPImicrosoft-agents-copilotstudio-client0.3.1indirekt
PyPImicrosoft-agents-hosting-core0.3.1indirekt
PyPImicrosoft-opentelemetry1.3.5indirekt
PyPImistralai—indirekt
PyPImistralai1.12.4indirekt
PyPIml-dtypes0.5.4indirekt
PyPImpmath1.3.0indirekt
PyPImsal1.37.0indirekt
PyPImsal-extensions1.3.1indirekt
PyPImsrest0.7.1indirekt
PyPImultidict6.7.1indirekt
PyPImypy1.20.0indirekt
PyPImypy2.2.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInarwhals2.23.0indirekt
PyPInodeenv1.10.0indirekt
PyPInumpy—indirekt
PyPInumpy2.2.6indirekt
PyPInumpy2.5.1indirekt
PyPInumpy2.4.6indirekt
PyPInvidia-ml-py13.610.43indirekt
PyPIoauthlib3.3.1indirekt
PyPIollama—indirekt
PyPIollama0.5.3indirekt
PyPIopenai—indirekt
PyPIopenai2.45.0indirekt
PyPIopenai-agents0.18.1indirekt
PyPIopenai-chatkit—indirekt
PyPIopenai-chatkit1.6.5indirekt
PyPIopentelemetry-api—indirekt
PyPIopentelemetry-api1.43.0indirekt
PyPIopentelemetry-exporter-otlp1.43.0indirekt
PyPIopentelemetry-exporter-otlp-proto-common1.43.0indirekt
PyPIopentelemetry-exporter-otlp-proto-grpc1.43.0indirekt
PyPIopentelemetry-exporter-otlp-proto-http1.43.0indirekt
PyPIopentelemetry-instrumentation0.64b0indirekt
PyPIopentelemetry-instrumentation-asgi0.64b0indirekt
PyPIopentelemetry-instrumentation-dbapi0.64b0indirekt
PyPIopentelemetry-instrumentation-django0.64b0indirekt
PyPIopentelemetry-instrumentation-fastapi0.64b0indirekt
PyPIopentelemetry-instrumentation-flask0.64b0indirekt
PyPIopentelemetry-instrumentation-httpx0.64b0indirekt
PyPIopentelemetry-instrumentation-logging0.64b0indirekt
PyPIopentelemetry-instrumentation-openai-agents-v20.1.0indirekt
PyPIopentelemetry-instrumentation-openai-v22.3b0indirekt
PyPIopentelemetry-instrumentation-psycopg20.64b0indirekt
PyPIopentelemetry-instrumentation-requests0.64b0indirekt
PyPIopentelemetry-instrumentation-urllib0.64b0indirekt
PyPIopentelemetry-instrumentation-urllib30.64b0indirekt
PyPIopentelemetry-instrumentation-wsgi0.64b0indirekt
PyPIopentelemetry-proto1.43.0indirekt
PyPIopentelemetry-resource-detector-azure0.1.5indirekt
PyPIopentelemetry-sdk—indirekt
PyPIopentelemetry-sdk1.43.0indirekt
PyPIopentelemetry-semantic-conventions0.64b0indirekt
PyPIopentelemetry-util-genai0.3b0indirekt
PyPIopentelemetry-util-http0.64b0indirekt
PyPIordered-set4.1.0indirekt
PyPIorderedmultidict1.0.2indirekt
PyPIorderly-set5.5.0indirekt
PyPIorjson—indirekt
PyPIorjson3.11.9indirekt
PyPIpackaging24.2indirekt
PyPIpandas3.0.3indirekt
PyPIpandas2.3.3indirekt
PyPIpastel0.2.1indirekt
PyPIpathspec1.1.1indirekt
PyPIpillow12.3.0indirekt
PyPIpip26.1.2indirekt
PyPIplotly6.9.0indirekt
PyPIpluggy1.6.0indirekt
PyPIpoethepoet0.46.0indirekt
PyPIpoethepoet0.48.0indirekt
PyPIpolars1.42.1indirekt
PyPIpolars-runtime-321.42.1indirekt
PyPIportalocker3.2.0indirekt
PyPIportpicker1.6.0indirekt
PyPIposthog7.22.0indirekt
PyPIpowerfx0.0.34indirekt
PyPIprek0.4.3indirekt
PyPIprek0.4.8indirekt
PyPIpriority2.0.0indirekt
PyPIpropcache0.5.2indirekt
PyPIproto-plus1.28.1indirekt
PyPIprotobuf6.33.6indirekt
PyPIpsutil—indirekt
PyPIpsutil7.0.0indirekt
PyPIpyarrow—indirekt
PyPIpyarrow25.0.0indirekt
PyPIpyasn10.6.4indirekt
PyPIpyasn1-modules0.4.2indirekt
PyPIpycparser3.0indirekt
PyPIpydantic—indirekt
PyPIpydantic2.13.4indirekt
PyPIpydantic-argparse0.10.0indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpydantic-monty0.0.18indirekt
PyPIpydantic-monty—indirekt
PyPIpydantic-settings2.14.2indirekt
PyPIpygments2.20.0indirekt
PyPIpyjwt2.13.0indirekt
PyPIpynacl1.6.2indirekt
PyPIpyparsing3.3.2indirekt
PyPIpyrefly1.1.1indirekt
PyPIpyright1.1.411indirekt
PyPIpyright1.1.408indirekt
PyPIpyroscope-io0.8.16indirekt
PyPIpytest9.1.1indirekt
PyPIpytest9.0.3indirekt
PyPIpytest-asyncio1.4.0indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpytest-retry1.7.0indirekt
PyPIpytest-timeout2.4.0indirekt
PyPIpytest-xdist3.8.0indirekt
PyPIpython-dateutil—indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-dotenv—indirekt
PyPIpython-dotenv1.2.2indirekt
PyPIpython-multipart0.0.32indirekt
PyPIpython-ulid3.1.0indirekt
PyPIpythonnet3.0.5indirekt
PyPIpytz2026.2indirekt
PyPIpywin32312indirekt
PyPIpyyaml—indirekt
PyPIpyyaml6.0.3indirekt
PyPIqdrant-client1.18.0indirekt
PyPIredis—indirekt
PyPIredis7.1.1indirekt
PyPIredisvl—indirekt
PyPIredisvl0.15.0indirekt
PyPIreferencing0.37.0indirekt
PyPIregex2026.6.28indirekt
PyPIrequests2.34.2indirekt
PyPIrequests-oauthlib2.0.0indirekt
PyPIrestrictedpython8.4indirekt
PyPIrich—indirekt
PyPIrich13.9.4indirekt
PyPIrpds-py2026.6.3indirekt
PyPIrpds-py0.30.0indirekt
PyPIrq2.10.0indirekt
PyPIruff0.15.15indirekt
PyPIruff0.15.20indirekt
PyPIs3transfer0.19.0indirekt
PyPIscikit-learn1.9.0indirekt
PyPIscikit-learn1.7.2indirekt
PyPIscipy1.17.1indirekt
PyPIscipy1.15.3indirekt
PyPIscipy1.18.0indirekt
PyPIseaborn0.13.2indirekt
PyPIsetproctitle1.3.7indirekt
PyPIsetuptools—indirekt
PyPIsetuptools83.0.0indirekt
PyPIsix1.17.0indirekt
PyPIsniffio1.3.1indirekt
PyPIsoundfile0.14.0indirekt
PyPIsqlalchemy2.0.51indirekt
PyPIsse-starlette—indirekt
PyPIsse-starlette3.4.5indirekt
PyPIstarlette1.3.1indirekt
PyPIsympy—indirekt
PyPIsympy1.14.0indirekt
PyPItabulate0.10.0indirekt
PyPItaskgroup0.2.2indirekt
PyPItau2—indirekt
PyPItau20.0.1indirekt
PyPItenacity9.1.4indirekt
PyPItermcolor2.4.0indirekt
PyPIthreadpoolctl3.6.0indirekt
PyPItiktoken—indirekt
PyPItiktoken0.13.0indirekt
PyPItokenizers0.23.1indirekt
PyPItoml0.10.2indirekt
PyPItomli2.4.1indirekt
PyPItomli-w1.2.0indirekt
PyPItqdm—indirekt
PyPItqdm4.68.4indirekt
PyPIty0.0.55indirekt
PyPItypes-python-dateutil2.9.0.20260518indirekt
PyPItypes-pyyaml6.0.12.20260518indirekt
PyPItyping-extensions—indirekt
PyPItyping-extensions4.16.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2026.3indirekt
PyPItzlocal5.4.4indirekt
PyPIurllib32.7.0indirekt
PyPIuv0.11.17indirekt
PyPIuv0.11.28indirekt
PyPIuv-build—indirekt
PyPIuvicorn—indirekt
PyPIuvicorn0.51.0indirekt
PyPIuvicorn-worker0.4.0indirekt
PyPIuvloop0.22.1indirekt
PyPIwatchdog6.0.0indirekt
PyPIwatchfiles1.2.0indirekt
PyPIwcwidth0.8.2indirekt
PyPIwebsockets15.0.1indirekt
PyPIwerkzeug3.1.8indirekt
PyPIwheel—indirekt
PyPIwin32-setctime1.2.0indirekt
PyPIwrapt1.17.3indirekt
PyPIwsproto1.3.2indirekt
PyPIyarl1.24.2indirekt
PyPIzipp4.1.0indirekt
PyPIzuban0.8.2indirekt
JSON-Rohbericht maschinenlesbar
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                "key": "contributor_breadth",
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                "detail": "100 contributors",
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                ],
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                "key": "openssf_scorecard_contributors",
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          },
          {
            "key": "responsiveness",
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            "notes": [],
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                "key": "issue_resolution",
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                "max_points": 46.75
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                "key": "pr_acceptance",
                "name": "PR acceptance",
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                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
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          {
            "key": "stewardship",
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                "key": "ownership_backing",
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                "max_points": 30
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              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "125,172 followers of microsoft",
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                "status": "met",
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                "max_points": 25
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              {
                "key": "track_record",
                "name": "Track record",
                "detail": "8189 public repos, account ~12 yr old",
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                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
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                  {
                    "code": "account_age_years",
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                "max_points": 25
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          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
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              "ecosystems": "pypi",
              "any_deprecated": false,
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            "components": [
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                "key": "published_resolvable",
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                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
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                "max_points": 25
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              {
                "key": "publish_recency",
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                "detail": "latest publish 5 days ago",
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                "status": "met",
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                "max_points": 35
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              {
                "key": "version_history",
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                "detail": "51 published versions",
                "points": 20,
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                "details": [
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                    "code": "published_versions",
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                "max_points": 20
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              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
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                    "code": "package_not_deprecated",
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 96,
        "weight": 0.2,
        "metrics": [
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            "key": "engineering_practices",
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            "name": "Engineering practices",
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            "notes": [],
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              "has_editorconfig": true,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "26 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 26
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                ],
                "max_points": 24
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              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
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              {
                "key": "linter_config",
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                "status": "met",
                "details": [
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                "max_points": 16
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              {
                "key": "pre_commit_hooks",
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              {
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                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
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                "points": 20,
                "status": "met",
                "details": [],
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
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              "has_wiki": false,
              "homepage": "https://aka.ms/agent-framework",
              "has_readme": true,
              "has_docs_dir": true,
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            "components": [
              {
                "key": "readme",
                "name": "README",
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                "points": 30,
                "status": "met",
                "details": [],
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              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
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              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://aka.ms/agent-framework",
                "points": 15,
                "status": "met",
                "details": [],
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              {
                "key": "repository_description",
                "name": "Repository description",
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                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
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                    "params": {
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                "max_points": 10
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              {
                "key": "wiki",
                "name": "Wiki",
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                "points": 0,
                "status": "missed",
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            ]
          }
        ],
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      {
        "key": "security",
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        "name": "Security",
        "value": 64,
        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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              },
              {
                "code": "weights_renormalized",
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            ],
            "value": 64,
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              "checks_evaluated": 16,
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              "checks_inconclusive": 2,
              "scorecard_aggregate": 6.4
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            "components": [
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                "key": "binary_artifacts",
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                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
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                "key": "ci_tests",
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                "status": "met",
                "details": [],
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              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
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              {
                "key": "code_review",
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              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 8 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
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              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
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              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
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              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
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              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
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              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 3",
                "points": 1.5,
                "status": "partial",
                "details": [],
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              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "max_points": 7.5
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              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
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              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "2 existing vulnerabilities detected",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
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            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
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                "code": "jurisdiction_evidence_limits",
                "params": {}
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            ],
            "value": 100,
            "inputs": {
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            "components": [
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                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
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                "max_points": 100
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        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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        "key": "ai_readiness",
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        "name": "AI Readiness",
        "value": 71,
        "weight": 0,
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                "code": "excluded_no_data",
                "params": {
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              },
              {
                "code": "weights_renormalized",
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            "value": 75,
            "inputs": {
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                "status": "met",
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          },
          {
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