公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-08-27 23:21 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★ 13,154 星标⑂ 2,232 复刻始于 2025年4月在 GitHub 上查看 ↗
类型库如何判定
#agent-framework#agentic-ai#agents#ai#multi-agent#orchestration#sdk#workflows#dotnet#python

microsoft/agent-framework 的健康指数为 100 分中的 99 分，处于「卓越」区间。 其得分最高的类别是Vitality（96/100），最低的是Security（66/100）。 最近一次更新在今天。 近期的大部分工作由 5 位贡献者完成。

99
总分 / 100
卓越

软件健康指数

指标归入加权类别，统一采用 1–100 量表。总体分先取类别加权平均，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

99
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 90 经校准后在公布的指数量表上为 99（记录校准 2026-08-02）。

所有权

Microsoft组织 · 域名已验证
128,550 关注者8,287 个公开仓库始于 2013年12月

该仓库由组织支持——共同承担、可问责的托管责任，可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布
PyPIagent-framework1.15.01,549,750565 天前

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码，是否仍在发布版本？

96卓越 · 占总体的 21%

开发活跃度

100卓越
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
36/36提交节奏 — 52 周中有 52 周有提交
18/18提交量 — 最近一年 2,645 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year2,645
human_commit_share0.86
days_since_last_push0
active_weeks_last_year52

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 100 个发布版本
36/36发布时效 — 最近一次发布版本于 5 天前
27/27发布节奏 — 约每 3.4 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagdotnet-1.19.0
releases_from_tags否
days_since_latest_release5
mean_days_between_releases3.4

社区与采用

项目是否拥有用户、下载量与关注度，并具备欢迎贡献者参与的配置？

96卓越 · 占总体的 17%

流行度与采用

96卓越
评分方式
60/60星标 — 13,154 个星标
25/25复刻 — 2,232 个复刻
11.3/15关注者 — 111 位关注者
所用输入
forks2,232
stars13,154
watchers111
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（MIT）
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges5
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicesshields.io
has_pull_request_template是

生态采用（下载量）

100卓越
评分方式
80/80月度下载量 — pypi 合计每月 1,549,750 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesagent-framework
dependents—
ecosystemspypi
total_downloads—
monthly_downloads1,549,750
unverified_packages_excluded—
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持，以及软件包的维护状况？

92优秀 · 占总体的 23%

维护者韧性（巴士系数）

89优秀
评分方式
45.9/54巴士系数 — 5 位贡献者贡献了半数提交
19.7/22.5提交分布 — 头号贡献者编写了 13% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 9 contributing companies or organizations
所用输入
bus_factor5
contributors_sampled98
top_contributor_share0.126

议题与 PR 响应能力

80优秀
评分方式
35.6/42议题解决 — 85% 的议题已关闭
22.4/30PR 接受 — 已裁定的 PR 中 3,075/4,118 已合并
7.4/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 8/14
15/15OpenSSF Scorecard：Code-Review — all changesets reviewed
所用输入
merged_prs3,075
open_issues495
closed_issues2,771
prs_merged_7d35
prs_decided_7d47
prs_merged_30d36
prs_decided_30d50
issue_closed_ratio0.848
closed_unmerged_prs1,043
first_time_authors_30d7
first_time_prs_merged_30d8
first_time_prs_decided_30d14

所有权与托管责任

100卓越
评分方式
30/30所有权背书 — 组织持有
20/20已验证域名
25/25所有者影响力 — microsoft 有 128,550 位关注者
25/25既往记录 — 8,287 个公开仓库，账户约 12 年
所用输入
followers128,550
owner_typeOrganization
is_verified是
owner_loginmicrosoft
public_repos8,287
account_age_days4,643

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 5 天前
20/20版本历史 — 56 个已发布版本
20/20未被弃用 — 活跃，未被弃用或撤回
所用输入
packagesagent-framework
ecosystemspypi
any_deprecated否
min_days_since_publish5

工程质量

基础的工程与文档实践是否到位？

96卓越 · 占总体的 19%

工程实践

100卓越
评分方式
24/24CI 工作流 — 27 个工作流
24/24存在测试
16/16Linter 配置 — eslint.config.js, python/pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit 钩子
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
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config是

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://aka.ms/agent-framework
10/10仓库描述
10/10主题标签 — 10 个主题标签
0/10Wiki
所用输入
topicsagent-framework, agentic-ai, agents, ai, multi-agent, orchestration, sdk, workflows, dotnet, python
has_wiki否
homepagehttps://aka.ms/agent-framework
docs_sitehttps://aka.ms/agent-framework
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

66良好 · 占总体的 16%

安全态势

57中等
评分方式
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
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 9 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
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
3.5/5SAST — SAST tool detected but not run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.7
已排除计分（无数据或不适用）：Packaging。 其余权重已重新归一化。

依赖安全公告

100卓越
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内，传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories13
affected_packages6
assessed_packages784
unassessed_packages216
affected_by_severityhigh 5, moderate 1
direct_affected_packages0
已排除计分（无数据或不适用）：间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 784 个已解析依赖与 OSV 比对。 有 216 项无法评估——没有已解析的版本、生态系统不受支持，或超出所报告的软件包清单。 该仓库未发布任何索引可解析的软件包，因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起，因此仅对声明的运行时依赖计分；传递性发现仅作为背景信息列出，不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

88优秀 · 占总体的 4%

AI 代理上下文与指引

85优秀
评分方式
45/45代理指令 — .github/copilot-instructions.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-memory/AGENTS.md, python/packages/azure-cosmos/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/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/hosting-a2a/AGENTS.md, python/packages/hosting-mcp/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
0/15机器可读文档（llms.txt）
40/40可读的提交历史 — 86 次人类提交中有 86 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share1
agent_instruction_files.github/copilot-instructions.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-memory/AGENTS.md, python/packages/azure-cosmos/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/foundry_local/AGENTS.md, python/packages/gemini/AGENTS.md, python/packages/github_copilot/AGENTS.md, python/packages/hosting-a2a/AGENTS.md, python/packages/hosting-mcp/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_bytes48,629

验证循环（构建 / 测试 / 类型检查）

90优秀
评分方式
12.6/18一条命令的引导启动 — dotnet/eng/verify-samples/verify-samples.csproj, dotnet/samples/01-get-started/01_hello_agent/01_hello_agent.csproj, dotnet/samples/01-get-started/02_add_tools/02_add_tools.csproj（工具链约定，无任务运行器）
22/22自动化测试
11/11Lint / 格式化配置 — eslint.config.js, python/pyproject.toml ([tool.ruff])
11/11静态类型检查 — python/packages/ag-ui/agent_framework_ag_ui/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/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hosting-a2a/agent_framework_hosting_a2a/py.typed, python/packages/hosting-mcp/agent_framework_hosting_mcp/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_single_agent/frontend/tsconfig.json, 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
10/10可复现环境 — devcontainer, Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 42 次由代理编写或署名代理
8/8自动化维护 — 最近 100 次提交中有 14 次为自动依赖更新
5/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfile是
typed_language否
bootstrap_files—
has_devcontainer是
has_linter_config是
typecheck_configspython/packages/ag-ui/agent_framework_ag_ui/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/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hosting-a2a/agent_framework_hosting_a2a/py.typed, python/packages/hosting-mcp/agent_framework_hosting_mcp/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_single_agent/frontend/tsconfig.json, 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_share0.42
toolchain_manifestsdotnet/eng/verify-samples/verify-samples.csproj, dotnet/samples/01-get-started/01_hello_agent/01_hello_agent.csproj, dotnet/samples/01-get-started/02_add_tools/02_add_tools.csproj, dotnet/samples/01-get-started/03_multi_turn/03_multi_turn.csproj, dotnet/samples/01-get-started/04_memory/04_memory.csproj, dotnet/samples/01-get-started/05_first_workflow/05_first_workflow.csproj, dotnet/samples/02-agents/A2A/A2AAgent_AsFunctionTool/A2AAgent_AsFunctionTool.csproj, dotnet/samples/02-agents/A2A/A2AAgent_PollingForTaskCompletion/A2AAgent_PollingForTaskCompletion.csproj, dotnet/samples/02-agents/A2A/A2AAgent_ProtocolSelection/A2AAgent_ProtocolSelection.csproj, dotnet/samples/02-agents/A2A/A2AAgent_Skills/A2AAgent_Skills.csproj, dotnet/samples/02-agents/A2A/A2AAgent_StreamReconnection/A2AAgent_StreamReconnection.csproj, dotnet/samples/02-agents/AGUI/Step01_GettingStarted/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step01_GettingStarted/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step02_BackendTools/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step02_BackendTools/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step03_FrontendTools/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step03_FrontendTools/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step04_HumanInLoop/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step04_HumanInLoop/Server/Server.csproj, dotnet/samples/02-agents/AGUI/Step05_StateManagement/Client/Client.csproj, dotnet/samples/02-agents/AGUI/Step05_StateManagement/Server/Server.csproj, dotnet/samples/02-agents/AgentOpenTelemetry/AgentOpenTelemetry.csproj, dotnet/samples/02-agents/AgentProviders/a2a/Agent_With_A2A/Agent_With_A2A.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step01_Running/Agent_Anthropic_Step01_Running.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step02_Reasoning/Agent_Anthropic_Step02_Reasoning.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step03_UsingFunctionTools/Agent_Anthropic_Step03_UsingFunctionTools.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_Anthropic_Step04_UsingSkills/Agent_Anthropic_Step04_UsingSkills.csproj, dotnet/samples/02-agents/AgentProviders/anthropic/Agent_With_Anthropic/Agent_With_Anthropic.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureAIProject/Agent_With_AzureAIProject.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureFoundryModel/Agent_With_AzureFoundryModel.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIChatCompletion/Agent_With_AzureOpenAIChatCompletion.csproj, dotnet/samples/02-agents/AgentProviders/azure/Agent_With_AzureOpenAIResponses/Agent_With_AzureOpenAIResponses.csproj, dotnet/samples/02-agents/AgentProviders/custom/Agent_With_CustomImplementation/Agent_With_CustomImplementation.csproj, dotnet/samples/02-agents/AgentProviders/dapr/Agent_With_Dapr/Agent_With_Dapr.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step00_FoundryAgentLifecycle/Agent_Step00_FoundryAgentLifecycle.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step01_Basics/Agent_Step01_Basics.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step02.1_MultiturnConversation/Agent_Step02.1_MultiturnConversation.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step02.2_MultiturnWithServerConversations/Agent_Step02.2_MultiturnWithServerConversations.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step03_UsingFunctionTools/Agent_Step03_UsingFunctionTools.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step04_UsingFunctionToolsWithApprovals/Agent_Step04_UsingFunctionToolsWithApprovals.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step05_StructuredOutput/Agent_Step05_StructuredOutput.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step06_PersistedConversations/Agent_Step06_PersistedConversations.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step07_Observability/Agent_Step07_Observability.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step08_DependencyInjection/Agent_Step08_DependencyInjection.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step09_UsingMcpClientAsTools/Agent_Step09_UsingMcpClientAsTools.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step10_UsingImages/Agent_Step10_UsingImages.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step11_AsFunctionTool/Agent_Step11_AsFunctionTool.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step12_Middleware/Agent_Step12_Middleware.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step13_Plugins/Agent_Step13_Plugins.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step14_CodeInterpreter/Agent_Step14_CodeInterpreter.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step15_ComputerUse/Agent_Step15_ComputerUse.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step16_FileSearch/Agent_Step16_FileSearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step17_OpenAPITools/Agent_Step17_OpenAPITools.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step18_BingCustomSearch/Agent_Step18_BingCustomSearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step19_SharePoint/Agent_Step19_SharePoint.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step20_MicrosoftFabric/Agent_Step20_MicrosoftFabric.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step21_WebSearch/Agent_Step21_WebSearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step22_MemorySearch/Agent_Step22_MemorySearch.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step23_LocalMCP/Agent_Step23_LocalMCP.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step24_CodeInterpreterFileDownload/Agent_Step24_CodeInterpreterFileDownload.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step25_FoundryToolboxMcp/Agent_Step25_FoundryToolboxMcp.csproj, dotnet/samples/02-agents/AgentProviders/foundry/Agent_Step26_FoundryToolboxMcpSkills/Agent_Step26_FoundryToolboxMcpSkills.csproj, dotnet/samples/02-agents/AgentProviders/github-copilot/Agent_With_GitHubCopilot/Agent_With_GitHubCopilot.csproj, dotnet/samples/02-agents/AgentProviders/github-copilot/Agent_With_GitHubCopilot_BYOK/Agent_With_GitHubCopilot_BYOK.csproj, dotnet/samples/02-agents/AgentProviders/google-gemini/Agent_With_GoogleGemini/Agent_With_GoogleGemini.csproj, dotnet/samples/02-agents/AgentProviders/ollama/Agent_With_Ollama/Agent_With_Ollama.csproj, dotnet/samples/02-agents/AgentProviders/onnx/Agent_With_ONNX/Agent_With_ONNX.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step01_Running/Agent_OpenAI_Step01_Running.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step02_Reasoning/Agent_OpenAI_Step02_Reasoning.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step03_CreateFromChatClient/Agent_OpenAI_Step03_CreateFromChatClient.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient/Agent_OpenAI_Step04_CreateFromOpenAIResponseClient.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step05_Conversation/Agent_OpenAI_Step05_Conversation.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_OpenAI_Step06_CodeInterpreterFileDownload/Agent_OpenAI_Step06_CodeInterpreterFileDownload.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_With_OpenAIChatCompletion/Agent_With_OpenAIChatCompletion.csproj, dotnet/samples/02-agents/AgentProviders/openai/Agent_With_OpenAIResponses/Agent_With_OpenAIResponses.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step01_FileBasedSkills/Agent_Step01_FileBasedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step02_CodeDefinedSkills/Agent_Step02_CodeDefinedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step03_ClassBasedSkills/Agent_Step03_ClassBasedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step04_MixedSkills/Agent_Step04_MixedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step05_SkillsWithDI/Agent_Step05_SkillsWithDI.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step06_McpBasedSkills/Agent_Step06_McpBasedSkills.csproj, dotnet/samples/02-agents/AgentSkills/Agent_Step07_SkillsAutoApproval/Agent_Step07_SkillsAutoApproval.csproj, dotnet/samples/02-agents/AgentWithCodeAct/AgentWithCodeAct_Step01_Interpreter/AgentWithCodeAct_Step01_Interpreter.csproj, dotnet/samples/02-agents/AgentWithCodeAct/AgentWithCodeAct_Step02_ToolEnabled/AgentWithCodeAct_Step02_ToolEnabled.csproj, dotnet/samples/02-agents/AgentWithCodeAct/AgentWithCodeAct_Step03_ManualWiring/AgentWithCodeAct_Step03_ManualWiring.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step01_ChatHistoryMemory/AgentWithMemory_Step01_ChatHistoryMemory.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step02_MemoryUsingMem0/AgentWithMemory_Step02_MemoryUsingMem0.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step03_MemoryUsingValkey/AgentWithMemory_Step03_MemoryUsingValkey.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step03_MemoryUsingValkey_Bedrock/AgentWithMemory_Step03_MemoryUsingValkey_Bedrock.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step04_MemoryUsingFoundry/AgentWithMemory_Step04_MemoryUsingFoundry.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step05_BoundedChatHistory/AgentWithMemory_Step05_BoundedChatHistory.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step06_MemoryUsingAgentMemory/AgentWithMemory_Step06_MemoryUsingAgentMemory.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step07_FileMemoryProvider/AgentWithMemory_Step07_FileMemoryProvider.csproj, dotnet/samples/02-agents/AgentWithMemory/AgentWithMemory_Step08_MemoryUsingCosmosNoSql/AgentWithMemory_Step08_MemoryUsingCosmosNoSql.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step01_BasicTextRAG/AgentWithRAG_Step01_BasicTextRAG.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step02_CustomVectorStoreRAG/AgentWithRAG_Step02_CustomVectorStoreRAG.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step03_CustomRAGDataSource/AgentWithRAG_Step03_CustomRAGDataSource.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step04_FoundryServiceRAG/AgentWithRAG_Step04_FoundryServiceRAG.csproj, dotnet/samples/02-agents/AgentWithRAG/AgentWithRAG_Step05_Neo4jGraphRAG/AgentWithRAG_Step05_Neo4jGraphRAG.csproj, dotnet/samples/02-agents/Agents/Agent_Step01_UsingFunctionToolsWithApprovals/Agent_Step01_UsingFunctionToolsWithApprovals.csproj, dotnet/samples/02-agents/Agents/Agent_Step02_StructuredOutput/Agent_Step02_StructuredOutput.csproj, dotnet/samples/02-agents/Agents/Agent_Step03_PersistedConversations/Agent_Step03_PersistedConversations.csproj, dotnet/samples/02-agents/Agents/Agent_Step04_3rdPartyChatHistoryStorage/Agent_Step04_3rdPartyChatHistoryStorage.csproj, dotnet/samples/02-agents/Agents/Agent_Step05_Observability/Agent_Step05_Observability.csproj, dotnet/samples/02-agents/Agents/Agent_Step06_DependencyInjection/Agent_Step06_DependencyInjection.csproj, dotnet/samples/02-agents/Agents/Agent_Step07_AsMcpTool/Agent_Step07_AsMcpTool.csproj, dotnet/samples/02-agents/Agents/Agent_Step08_UsingImages/Agent_Step08_UsingImages.csproj, dotnet/samples/02-agents/Agents/Agent_Step09_AsFunctionTool/Agent_Step09_AsFunctionTool.csproj, dotnet/samples/02-agents/Agents/Agent_Step10_BackgroundResponsesWithToolsAndPersistence/Agent_Step10_BackgroundResponsesWithToolsAndPersistence.csproj, dotnet/samples/02-agents/Agents/Agent_Step11_Middleware/Agent_Step11_Middleware.csproj, dotnet/samples/02-agents/Agents/Agent_Step12_Plugins/Agent_Step12_Plugins.csproj, dotnet/samples/02-agents/Agents/Agent_Step13_ChatReduction/Agent_Step13_ChatReduction.csproj, dotnet/samples/02-agents/Agents/Agent_Step14_BackgroundResponses/Agent_Step14_BackgroundResponses.csproj, dotnet/samples/02-agents/Agents/Agent_Step15_DeepResearch/Agent_Step15_DeepResearch.csproj, dotnet/samples/02-agents/Agents/Agent_Step16_Declarative/Agent_Step16_Declarative.csproj, dotnet/samples/02-agents/Agents/Agent_Step17_AdditionalAIContext/Agent_Step17_AdditionalAIContext.csproj, dotnet/samples/02-agents/Agents/Agent_Step18_CompactionPipeline/Agent_Step18_CompactionPipeline.csproj, dotnet/samples/02-agents/Agents/Agent_Step19_InFunctionLoopCheckpointing/Agent_Step19_InFunctionLoopCheckpointing.csproj, dotnet/samples/02-agents/Agents/Agent_Step20_DynamicFunctionTools/Agent_Step20_DynamicFunctionTools.csproj, dotnet/samples/02-agents/Agents/Agent_Step21_ShellWithEnvironment/Agent_Step21_ShellWithEnvironment.csproj, dotnet/samples/02-agents/Agents/Agent_Step22_AgentMode/Agent_Step22_AgentMode.csproj, dotnet/samples/02-agents/Agents/Agent_Step23_TodoList/Agent_Step23_TodoList.csproj, dotnet/samples/02-agents/Agents/Agent_Step24_MultiModelRouting/Agent_Step24_MultiModelRouting.csproj, dotnet/samples/02-agents/DeclarativeAgents/ChatClient/DeclarativeChatClientAgents.csproj, dotnet/samples/02-agents/DevUI/DevUI_Step01_BasicUsage/DevUI_Step01_BasicUsage.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_CustomEvals/Evaluation_CustomEvals.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_ExpectedOutputs/Evaluation_ExpectedOutputs.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_Multimodal/Evaluation_Multimodal.csproj, dotnet/samples/02-agents/Evaluation/Evaluation_SimpleEval/Evaluation_SimpleEval.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step01_MeetYourClaw/Claw_Step01_MeetYourClaw.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step02_WorkingWithData/Claw_Step02_WorkingWithData.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step03_ScalingCapabilities/Claw_Step03_ScalingCapabilities.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent.Console/ClawAgent.Console.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent.Evals/ClawAgent.Evals.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent.Hosted/ClawAgent.Hosted.csproj, dotnet/samples/02-agents/Harness/BuildYourOwnClaw/Claw_Step04_ProductionReady/ClawAgent/ClawAgent.csproj, dotnet/samples/02-agents/Harness/ConsoleReactiveComponents/ConsoleReactiveComponents.csproj, dotnet/samples/02-agents/Harness/ConsoleReactiveFramework/ConsoleReactiveFramework.csproj, dotnet/samples/02-agents/Harness/Harness_Shared_Console/Harness_Shared_Console.csproj, dotnet/samples/02-agents/Harness/Harness_Shared_Console_OpenAI/Harness_Shared_Console_OpenAI.csproj, dotnet/samples/02-agents/Harness/Harness_Step01_Research/Harness_Step01_Research.csproj, dotnet/samples/02-agents/Harness/Harness_Step02_Research_WithBackgroundAgents/Harness_Step02_Research_WithBackgroundAgents.csproj, dotnet/samples/02-agents/Harness/Harness_Step03_DataProcessing/Harness_Step03_DataProcessing.csproj, dotnet/samples/02-agents/Harness/Harness_Step04_CodeExecution/Harness_Step04_CodeExecution.csproj, dotnet/samples/02-agents/Harness/Harness_Step05_Loop/Harness_Step05_Loop.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_LongRunningTask_Client/Agent_MCP_LongRunningTask_Client.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_PerRun_AuthHeaders/Agent_MCP_PerRun_AuthHeaders.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_Server/Agent_MCP_Server.csproj, dotnet/samples/02-agents/ModelContextProtocol/Agent_MCP_Server_Auth/Agent_MCP_Server_Auth.csproj, dotnet/samples/02-agents/ModelContextProtocol/FoundryAgent_Hosted_MCP/FoundryAgent_Hosted_MCP.csproj, dotnet/samples/02-agents/ModelContextProtocol/ResponseAgent_Hosted_MCP/ResponseAgent_Hosted_MCP.csproj, dotnet/samples/03-workflows/Agents/CustomAgentExecutors/CustomAgentExecutors.csproj, dotnet/samples/03-workflows/Agents/FoundryAgent/FoundryAgent.csproj, dotnet/samples/03-workflows/Agents/GroupChatToolApproval/GroupChatToolApproval.csproj, dotnet/samples/03-workflows/Agents/WorkflowAsAnAgent/WorkflowAsAnAgent.csproj, dotnet/samples/03-workflows/Checkpoint/CheckpointAndRehydrate/CheckpointAndRehydrate.csproj, dotnet/samples/03-workflows/Checkpoint/CheckpointAndResume/CheckpointAndResume.csproj, dotnet/samples/03-workflows/Checkpoint/CheckpointWithHumanInTheLoop/CheckpointWithHumanInTheLoop.csproj, dotnet/samples/03-workflows/Concurrent/Concurrent/Concurrent.csproj, dotnet/samples/03-workflows/Concurrent/MapReduce/MapReduce.csproj, dotnet/samples/03-workflows/ConditionalEdges/01_EdgeCondition/01_EdgeCondition.csproj, dotnet/samples/03-workflows/ConditionalEdges/02_SwitchCase/02_SwitchCase.csproj, dotnet/samples/03-workflows/ConditionalEdges/03_MultiSelection/03_MultiSelection.csproj, dotnet/samples/03-workflows/Declarative/AotCheckpointing/AotCheckpointing.csproj, dotnet/samples/03-workflows/Declarative/ConfirmInput/ConfirmInput.csproj, dotnet/samples/03-workflows/Declarative/CustomerSupport/CustomerSupport.csproj, dotnet/samples/03-workflows/Declarative/DeepResearch/DeepResearch.csproj, dotnet/samples/03-workflows/Declarative/ExecuteWorkflow/ExecuteWorkflow.csproj, dotnet/samples/03-workflows/Declarative/FileInput/FileInput.csproj, dotnet/samples/03-workflows/Declarative/FunctionTools/FunctionTools.csproj, dotnet/samples/03-workflows/Declarative/HostedWorkflow/HostedWorkflow.csproj, dotnet/samples/03-workflows/Declarative/InputArguments/InputArguments.csproj, dotnet/samples/03-workflows/Declarative/InvokeFoundryToolboxMcp/InvokeFoundryToolboxMcp.csproj, dotnet/samples/03-workflows/Declarative/InvokeFunctionTool/InvokeFunctionTool.csproj, dotnet/samples/03-workflows/Declarative/InvokeHttpRequest/InvokeHttpRequest.csproj, dotnet/samples/03-workflows/Declarative/InvokeMcpTool/InvokeMcpTool.csproj, dotnet/samples/03-workflows/Declarative/Marketing/Marketing.csproj, dotnet/samples/03-workflows/Declarative/StudentTeacher/StudentTeacher.csproj, dotnet/samples/03-workflows/Declarative/ToolApproval/ToolApproval.csproj, dotnet/samples/03-workflows/Evaluation/Evaluation_WorkflowEval/Evaluation_WorkflowEval.csproj, dotnet/samples/03-workflows/Evaluation/Evaluation_WorkflowExpectedOutputs/Evaluation_WorkflowExpectedOutputs.csproj, dotnet/samples/03-workflows/HumanInTheLoop/HumanInTheLoopBasic/HumanInTheLoopBasic.csproj, dotnet/samples/03-workflows/Loop/Loop.csproj, dotnet/samples/03-workflows/Observability/ApplicationInsights/ApplicationInsights.csproj, dotnet/samples/03-workflows/Observability/AspireDashboard/AspireDashboard.csproj, dotnet/samples/03-workflows/Observability/WorkflowAsAnAgent/WorkflowAsAnAgentObservability.csproj, dotnet/samples/03-workflows/Orchestration/Handoff/Handoff.csproj, dotnet/samples/03-workflows/Orchestration/Magentic/Magentic.csproj, dotnet/samples/03-workflows/SharedStates/SharedStates.csproj, dotnet/samples/03-workflows/Visualization/Visualization.csproj, dotnet/samples/03-workflows/_StartHere/01_Streaming/01_Streaming.csproj, dotnet/samples/03-workflows/_StartHere/02_AgentsInWorkflows/02_AgentsInWorkflows.csproj, dotnet/samples/03-workflows/_StartHere/03_AgentWorkflowPatterns/03_AgentWorkflowPatterns.csproj, dotnet/samples/03-workflows/_StartHere/04_MultiModelService/04_MultiModelService.csproj, dotnet/samples/03-workflows/_StartHere/05_SubWorkflows/05_SubWorkflows.csproj, dotnet/samples/03-workflows/_StartHere/06_MixedWorkflowAgentsAndExecutors/06_MixedWorkflowAgentsAndExecutors.csproj, dotnet/samples/03-workflows/_StartHere/07_WriterCriticWorkflow/07_WriterCriticWorkflow.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/invocations/Hosted-Invocations-EchoAgent/Hosted-Invocations-EchoAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/invocations/Using-Samples/SimpleInvocationsAgent/SimpleInvocationsAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AgentSkills/HostedAgentSkills.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-AzureSearchRag/HostedAzureSearchRag.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ChatClientAgent-Dockerfile/HostedChatClientAgentDocker.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ChatClientAgent/HostedChatClientAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Files/HostedFiles.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-FoundryAgent/HostedFoundryAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalCodeAct/HostedLocalCodeAct.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-LocalTools/HostedLocalTools.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-McpTools/HostedMcpTools.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-MemoryAgent/HostedMemoryAgent.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Observability/HostedObservability.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Steering/HostedSteering.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-TextRag/HostedTextRag.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox-AuthPaths/Hosted-Toolbox-AuthPaths.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Toolbox/HostedToolbox.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-ToolboxMcpSkills/HostedToolboxMcpSkills.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Handoff/HostedWorkflowHandoff.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Resilient-Long-Running/HostedWorkflowResilientLongRunning.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Resilient/HostedWorkflowResilient.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted-Workflow-Simple/HostedWorkflowSimple.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Hosted_Shared_Contributor_Setup/Hosted_Shared_Contributor_Setup.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-E2E-Resilience/Using-E2E-Resilience.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-Samples/Hosted-Toolbox-AuthPaths-Client/Hosted-Toolbox-AuthPaths-Client.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-Samples/SessionFilesClient/SessionFilesClient.csproj, dotnet/samples/04-hosting/FoundryHostedAgents/responses/Using-Samples/SimpleAgent/SimpleAgent.csproj, dotnet/samples/04-hosting/af-hosting/local_responses/Client/Client.csproj, dotnet/samples/04-hosting/af-hosting/local_responses/Server/Server.csproj, dotnet/samples/04-hosting/af-hosting/local_responses_workflow/Client/Client.csproj, dotnet/samples/04-hosting/af-hosting/local_responses_workflow/Server/Server.csproj, dotnet/samples/05-end-to-end/A2AClientServer/A2AClient/A2AClient.csproj, dotnet/samples/05-end-to-end/A2AClientServer/A2AServer/A2AServer.csproj, dotnet/samples/05-end-to-end/AGUIClientServer/AGUIClient/AGUIClient.csproj, dotnet/samples/05-end-to-end/AGUIClientServer/AGUIDojoServer/AGUIDojoServer.csproj, dotnet/samples/05-end-to-end/AGUIClientServer/AGUIServer/AGUIServer.csproj, dotnet/samples/05-end-to-end/AGUIWebChat/Client/AGUIWebChatClient.csproj, dotnet/samples/05-end-to-end/AGUIWebChat/Server/AGUIWebChatServer.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.AgentHost/AgentWebChat.AgentHost.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.AppHost/AgentWebChat.AppHost.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.ServiceDefaults/AgentWebChat.ServiceDefaults.csproj, dotnet/samples/05-end-to-end/AgentWebChat/AgentWebChat.Web/AgentWebChat.Web.csproj, dotnet/samples/05-end-to-end/AgentWithPurview/AgentWithPurview.csproj, dotnet/samples/05-end-to-end/AspNetAgentAuthorization/RazorWebClient/RazorWebClient.csproj, dotnet/samples/05-end-to-end/AspNetAgentAuthorization/Service/Service.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/DevUIIntegration.AppHost/DevUIIntegration.AppHost.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/DevUIIntegration.ServiceDefaults/DevUIIntegration.ServiceDefaults.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/EditorAgent/EditorAgent.csproj, dotnet/samples/05-end-to-end/DevUIAspireIntegration/WriterAgent/WriterAgent.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_ConversationSplits/Evaluation_ConversationSplits.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_FoundryQuality/Evaluation_FoundryQuality.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_FoundryRubric/Evaluation_FoundryRubric.csproj, dotnet/samples/05-end-to-end/Evaluation/Evaluation_MixedProviders/Evaluation_MixedProviders.csproj, dotnet/samples/05-end-to-end/M365Agent/M365Agent.csproj, dotnet/src/Aspire.Hosting.AgentFramework.DevUI/Aspire.Hosting.AgentFramework.DevUI.csproj, dotnet/src/Microsoft.Agents.AI.A2A/Microsoft.Agents.AI.A2A.csproj, dotnet/src/Microsoft.Agents.AI.Abstractions/Microsoft.Agents.AI.Abstractions.csproj, dotnet/src/Microsoft.Agents.AI.AgentHooks/Microsoft.Agents.AI.AgentHooks.csproj, dotnet/src/Microsoft.Agents.AI.Anthropic/Microsoft.Agents.AI.Anthropic.csproj, dotnet/src/Microsoft.Agents.AI.AzureAI.Persistent/Microsoft.Agents.AI.AzureAI.Persistent.csproj, dotnet/src/Microsoft.Agents.AI.CopilotStudio/Microsoft.Agents.AI.CopilotStudio.csproj, dotnet/src/Microsoft.Agents.AI.CosmosNoSql/Microsoft.Agents.AI.CosmosNoSql.csproj, dotnet/src/Microsoft.Agents.AI.Declarative/Microsoft.Agents.AI.Declarative.csproj, dotnet/src/Microsoft.Agents.AI.DevUI/Microsoft.Agents.AI.DevUI.csproj, dotnet/src/Microsoft.Agents.AI.Foundry.Hosting/Microsoft.Agents.AI.Foundry.Hosting.csproj, dotnet/src/Microsoft.Agents.AI.Foundry/Microsoft.Agents.AI.Foundry.csproj, dotnet/src/Microsoft.Agents.AI.GitHub.Copilot/Microsoft.Agents.AI.GitHub.Copilot.csproj, dotnet/src/Microsoft.Agents.AI.Harness/Microsoft.Agents.AI.Harness.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.A2A.AspNetCore/Microsoft.Agents.AI.Hosting.A2A.AspNetCore.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.A2A/Microsoft.Agents.AI.Hosting.A2A.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.AspNetCore/Microsoft.Agents.AI.Hosting.AspNetCore.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.AzureStorage/Microsoft.Agents.AI.Hosting.AzureStorage.csproj, dotnet/src/Microsoft.Agents.AI.Hosting.OpenAI/Microsoft.Agents.AI.Hosting.OpenAI.csproj, dotnet/src/Microsoft.Agents.AI.Hosting/Microsoft.Agents.AI.Hosting.csproj, dotnet/src/Microsoft.Agents.AI.Hyperlight/Microsoft.Agents.AI.Hyperlight.csproj, dotnet/src/Microsoft.Agents.AI.LocalCodeAct/Microsoft.Agents.AI.LocalCodeAct.csproj, dotnet/src/Microsoft.Agents.AI.Mcp/Microsoft.Agents.AI.Mcp.csproj, dotnet/src/Microsoft.Agents.AI.Mem0/Microsoft.Agents.AI.Mem0.csproj, dotnet/src/Microsoft.Agents.AI.OpenAI/Microsoft.Agents.AI.OpenAI.csproj, dotnet/src/Microsoft.Agents.AI.Purview/Microsoft.Agents.AI.Purview.csproj, dotnet/src/Microsoft.Agents.AI.Tools.Shell/Microsoft.Agents.AI.Tools.Shell.csproj, dotnet/src/Microsoft.Agents.AI.Valkey/Microsoft.Agents.AI.Valkey.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Declarative.Foundry/Microsoft.Agents.AI.Workflows.Declarative.Foundry.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Declarative.Mcp/Microsoft.Agents.AI.Workflows.Declarative.Mcp.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Declarative/Microsoft.Agents.AI.Workflows.Declarative.csproj, dotnet/src/Microsoft.Agents.AI.Workflows.Generators/Microsoft.Agents.AI.Workflows.Generators.csproj, dotnet/src/Microsoft.Agents.AI.Workflows/Microsoft.Agents.AI.Workflows.csproj, dotnet/src/Microsoft.Agents.AI/Microsoft.Agents.AI.csproj, dotnet/tests/AgentConformance.IntegrationTests/AgentConformance.IntegrationTests.csproj, dotnet/tests/AnthropicChatCompletion.IntegrationTests/AnthropicChatCompletion.IntegrationTests.csproj, dotnet/tests/Aspire.Hosting.AgentFramework.DevUI.UnitTests/Aspire.Hosting.AgentFramework.DevUI.UnitTests.csproj, dotnet/tests/AzureAIAgentsPersistent.IntegrationTests/AzureAIAgentsPersistent.IntegrationTests.csproj, dotnet/tests/CopilotStudio.IntegrationTests/CopilotStudio.IntegrationTests.csproj, dotnet/tests/Foundry.Hosting.IntegrationTests.TestContainer/Foundry.Hosting.IntegrationTests.TestContainer.csproj, dotnet/tests/Foundry.Hosting.IntegrationTests/Foundry.Hosting.IntegrationTests.csproj, dotnet/tests/Foundry.IntegrationTests/Foundry.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.A2A.UnitTests/Microsoft.Agents.AI.A2A.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Abstractions.UnitTests/Microsoft.Agents.AI.Abstractions.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.AgentHooks.UnitTests/Microsoft.Agents.AI.AgentHooks.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Anthropic.UnitTests/Microsoft.Agents.AI.Anthropic.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests/Microsoft.Agents.AI.AzureAI.Persistent.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.CosmosNoSql.UnitTests/Microsoft.Agents.AI.CosmosNoSql.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Declarative.UnitTests/Microsoft.Agents.AI.Declarative.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.DevUI.UnitTests/Microsoft.Agents.AI.DevUI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.FeatureRegistry.UnitTests/Microsoft.Agents.AI.FeatureRegistry.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Foundry.Hosting.UnitTests/Microsoft.Agents.AI.Foundry.Hosting.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Foundry.UnitTests/Microsoft.Agents.AI.Foundry.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests/Microsoft.Agents.AI.GitHub.Copilot.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests/Microsoft.Agents.AI.GitHub.Copilot.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Harness.UnitTests/Microsoft.Agents.AI.Harness.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.A2A.UnitTests/Microsoft.Agents.AI.Hosting.A2A.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests/Microsoft.Agents.AI.Hosting.AGUI.AspNetCore.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AzureStorage.IntegrationTests/Microsoft.Agents.AI.Hosting.AzureStorage.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.AzureStorage.UnitTests/Microsoft.Agents.AI.Hosting.AzureStorage.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.IntegrationTests/Microsoft.Agents.AI.Hosting.OpenAI.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests/Microsoft.Agents.AI.Hosting.OpenAI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hosting.UnitTests/Microsoft.Agents.AI.Hosting.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hyperlight.IntegrationTests/Microsoft.Agents.AI.Hyperlight.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Hyperlight.UnitTests/Microsoft.Agents.AI.Hyperlight.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.LocalCodeAct.UnitTests/Microsoft.Agents.AI.LocalCodeAct.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Mcp.UnitTests/Microsoft.Agents.AI.Mcp.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Mem0.IntegrationTests/Microsoft.Agents.AI.Mem0.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Mem0.UnitTests/Microsoft.Agents.AI.Mem0.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.OpenAI.UnitTests/Microsoft.Agents.AI.OpenAI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Purview.UnitTests/Microsoft.Agents.AI.Purview.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Tools.Shell.IntegrationTests/Microsoft.Agents.AI.Tools.Shell.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Tools.Shell.UnitTests/Microsoft.Agents.AI.Tools.Shell.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.UnitTests/Microsoft.Agents.AI.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Valkey.UnitTests/Microsoft.Agents.AI.Valkey.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests/Microsoft.Agents.AI.Workflows.Declarative.IntegrationTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.Mcp.UnitTests/Microsoft.Agents.AI.Workflows.Declarative.Mcp.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests/Microsoft.Agents.AI.Workflows.Declarative.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.Generators.UnitTests/Microsoft.Agents.AI.Workflows.Generators.UnitTests.csproj, dotnet/tests/Microsoft.Agents.AI.Workflows.UnitTests/Microsoft.Agents.AI.Workflows.UnitTests.csproj, dotnet/tests/OpenAIChatCompletion.IntegrationTests/OpenAIChatCompletion.IntegrationTests.csproj, dotnet/tests/OpenAIResponse.IntegrationTests/OpenAIResponse.IntegrationTests.csproj
dependency_bot_commit_share0.14

面向模型的代码可读性

80优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（python/packages/ag-ui/agent_framework_ag_ui/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/foundry_local/agent_framework_foundry_local/py.typed, python/packages/gemini/agent_framework_gemini/py.typed, python/packages/hosting-a2a/agent_framework_hosting_a2a/py.typed, python/packages/hosting-mcp/agent_framework_hosting_mcp/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_single_agent/frontend/tsconfig.json, 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）
53.5/55可控的文件大小 — 采样的 3,390 个源文件中有 90 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes834,074
source_files_sampled3,390
oversized_source_files90

机器可读接口

100卓越
评分方式
0/40API 模式（OpenAPI/GraphQL/proto） — 不适用于此类软件
20/20MCP 服务器
40/40可运行示例 — demos, sample, samples
所用输入
example_dirsdemos, sample, samples
has_mcp_signal是
api_schema_files—
interfaces_expected_of—
已排除计分（无数据或不适用）：API 模式（OpenAPI/GraphQL/proto）。 其余权重已重新归一化。

关键数据

13,154GitHub 星标
98贡献者
2,645最近 12 个月提交数
0距最近推送天数
100发布版本数
5巴士系数（bus factor）
495开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 29 authors (cap 12)

更多细节

Star 与 Fork 历史 0 ★ / 2,232 ⇿
0Star
2,232Fork
52发布

每颗 star 和每个 fork 的添加时间，来自 GitHub 并按天汇总。累计增长位于其构成来源——每日新增——的正上方，二者可相互对照：稳定的自然增长与短暂的突增形态截然不同。当这一差别可被衡量时，它会作为增长真实性予以报告。

仅显示最近的历史——该仓库超出采集窗口，因此未采集最早的历史记录。

1,0001,2501,5001,7502,0002,2502,232212026-032026-062026-08
主版本 0次版本 0修订 0
OpenSSF Scorecard 5.7 / 10
5.7综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-08-27 23:19 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
10Code-Reviewall changesets reviewed
10Contributorsproject has 9 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 7 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
7SASTSAST tool detected but not run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
直接依赖 1
注册表软件包版本约束清单文件
PyPIagent-framework-core==1.15.0python/pyproject.toml
全部依赖 1,000

来自 GitHub 依赖图的完整解析依赖集合：2 个直接依赖与 998 个间接（传递）软件包。仓库提交锁文件时，传递闭包才是完整的。

注册表软件包版本关系
PyPIagent-framework-core—直接
PyPIagent-framework-core1.15.0直接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-plugin-utils7.27.1间接
npm@babel/helper-string-parser7.27.1间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.27.1间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.28.3间接
npm@babel/parser7.29.7间接
npm@babel/plugin-transform-react-jsx-self7.27.1间接
npm@babel/plugin-transform-react-jsx-source7.27.1间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.28.2间接
npm@babel/types7.29.7间接
npm@emnapi/core1.10.0间接
npm@emnapi/core1.11.0间接
npm@emnapi/core1.11.1间接
npm@emnapi/runtime1.10.0间接
npm@emnapi/runtime1.11.0间接
npm@emnapi/runtime1.11.1间接
npm@emnapi/wasi-threads1.2.1间接
npm@emnapi/wasi-threads1.2.2间接
npm@eslint-community/eslint-utils4.7.0间接
npm@eslint-community/regexpp4.12.1间接
npm@eslint/config-array0.21.0间接
npm@eslint/config-helpers0.3.1间接
npm@eslint/core0.15.2间接
npm@eslint/eslintrc3.3.1间接
npm@eslint/js9.33.0间接
npm@eslint/object-schema2.1.6间接
npm@eslint/plugin-kit0.3.5间接
npm@floating-ui/core1.7.3间接
npm@floating-ui/dom1.7.4间接
npm@floating-ui/react-dom2.1.6间接
npm@floating-ui/utils0.2.10间接
npm@humanfs/core0.19.1间接
npm@humanfs/node0.16.6间接
npm@humanwhocodes/module-importer1.0.1间接
npm@humanwhocodes/retry0.3.1间接
npm@humanwhocodes/retry0.4.3间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/remapping2.3.5间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.30间接
npm@napi-rs/wasm-runtime1.1.4间接
npm@napi-rs/wasm-runtime1.1.5间接
npm@napi-rs/wasm-runtime1.1.6间接
npm@nodelib/fs.scandir2.1.5间接
npm@nodelib/fs.stat2.0.5间接
npm@nodelib/fs.walk1.2.8间接
npm@openai/chatkit0.0.0间接
npm@openai/chatkit-react0.0.0间接
npm@oxc-project/types0.133.0间接
npm@oxc-project/types0.139.0间接
npm@radix-ui/number1.1.1间接
npm@radix-ui/primitive1.1.3间接
npm@radix-ui/react-arrow1.1.7间接
npm@radix-ui/react-checkbox1.3.3间接
npm@radix-ui/react-collection1.1.7间接
npm@radix-ui/react-compose-refs1.1.2间接
npm@radix-ui/react-context1.1.2间接
npm@radix-ui/react-direction1.1.1间接
npm@radix-ui/react-dismissable-layer1.1.11间接
npm@radix-ui/react-dropdown-menu2.1.16间接
npm@radix-ui/react-focus-guards1.1.3间接
npm@radix-ui/react-focus-scope1.1.7间接
npm@radix-ui/react-id1.1.1间接
npm@radix-ui/react-label2.1.7间接
npm@radix-ui/react-menu2.1.16间接
npm@radix-ui/react-popper1.2.8间接
npm@radix-ui/react-portal1.1.9间接
npm@radix-ui/react-presence1.1.5间接
npm@radix-ui/react-primitive2.1.3间接
npm@radix-ui/react-roving-focus1.1.11间接
npm@radix-ui/react-scroll-area1.2.10间接
npm@radix-ui/react-select2.2.6间接
npm@radix-ui/react-separator1.1.7间接
npm@radix-ui/react-slot1.2.3间接
npm@radix-ui/react-switch1.2.6间接
npm@radix-ui/react-tabs1.1.13间接
npm@radix-ui/react-tooltip1.2.8间接
npm@radix-ui/react-use-callback-ref1.1.1间接
npm@radix-ui/react-use-controllable-state1.2.2间接
npm@radix-ui/react-use-effect-event0.0.2间接
npm@radix-ui/react-use-escape-keydown1.1.1间接
npm@radix-ui/react-use-layout-effect1.1.1间接
npm@radix-ui/react-use-previous1.1.1间接
npm@radix-ui/react-use-rect1.1.1间接
npm@radix-ui/react-use-size1.1.1间接
npm@radix-ui/react-visually-hidden1.2.3间接
npm@radix-ui/rect1.1.1间接
npm@rolldown/binding-android-arm641.0.3间接
npm@rolldown/binding-android-arm641.1.5间接
npm@rolldown/binding-darwin-arm641.0.3间接
npm@rolldown/binding-darwin-arm641.1.5间接
npm@rolldown/binding-darwin-x641.0.3间接
npm@rolldown/binding-darwin-x641.1.5间接
npm@rolldown/binding-freebsd-x641.0.3间接
npm@rolldown/binding-freebsd-x641.1.5间接
npm@rolldown/binding-linux-arm-gnueabihf1.0.3间接
npm@rolldown/binding-linux-arm-gnueabihf1.1.5间接
npm@rolldown/binding-linux-arm64-gnu1.0.3间接
npm@rolldown/binding-linux-arm64-gnu1.1.5间接
npm@rolldown/binding-linux-arm64-musl1.0.3间接
npm@rolldown/binding-linux-arm64-musl1.1.5间接
npm@rolldown/binding-linux-ppc64-gnu1.0.3间接
npm@rolldown/binding-linux-ppc64-gnu1.1.5间接
npm@rolldown/binding-linux-s390x-gnu1.0.3间接
npm@rolldown/binding-linux-s390x-gnu1.1.5间接
npm@rolldown/binding-linux-x64-gnu1.0.3间接
npm@rolldown/binding-linux-x64-gnu1.1.5间接
npm@rolldown/binding-linux-x64-musl1.0.3间接
npm@rolldown/binding-linux-x64-musl1.1.5间接
npm@rolldown/binding-openharmony-arm641.0.3间接
npm@rolldown/binding-openharmony-arm641.1.5间接
npm@rolldown/binding-wasm32-wasi1.0.3间接
npm@rolldown/binding-wasm32-wasi1.1.5间接
npm@rolldown/binding-win32-arm64-msvc1.0.3间接
npm@rolldown/binding-win32-arm64-msvc1.1.5间接
npm@rolldown/binding-win32-x64-msvc1.0.3间接
npm@rolldown/binding-win32-x64-msvc1.1.5间接
npm@rolldown/pluginutils1.0.0-rc.3间接
npm@rolldown/pluginutils1.0.1间接
npm@swc/core1.15.41间接
npm@swc/core-darwin-arm641.15.41间接
npm@swc/core-darwin-x641.15.41间接
npm@swc/core-linux-arm-gnueabihf1.15.41间接
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npm@tailwindcss/oxide-win32-arm64-msvc4.3.1间接
npm@tailwindcss/oxide-win32-x64-msvc4.3.1间接
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npm@types/node22.20.1间接
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npm@typescript-eslint/parser8.40.0间接
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npm@typescript-eslint/scope-manager8.40.0间接
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npm@xyflow/system0.0.68间接
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npmbraces3.0.3间接
npmbrowserslist4.25.3间接
npmbrowserslist4.28.2间接
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npmelectron-to-chromium1.5.372间接
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npmlightningcss1.33.0间接
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npmlightningcss-freebsd-x641.33.0间接
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npmlightningcss-linux-arm-gnueabihf1.33.0间接
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npmlightningcss-linux-x64-musl1.33.0间接
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npmlightningcss-win32-arm64-msvc1.33.0间接
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npmlightningcss-win32-x64-msvc1.33.0间接
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npmmerge21.4.1间接
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npmnode-releases2.0.47间接
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npmpicomatch4.0.5间接
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NuGetA2A.AspNetCore—间接
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NuGetAgentMemory.AgentFramework1.4.1间接
NuGetAGUI.Abstractions—间接
NuGetAGUI.Client—间接
NuGetAGUI.Server—间接
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NuGetAnthropic.Foundry—间接
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NuGetAspire.Azure.AI.OpenAI—间接
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NuGetAspire.Hosting.Azure.AIFoundry—间接
NuGetAspire.Hosting.Azure.CognitiveServices—间接
NuGetAspire.Microsoft.Azure.Cosmos—间接
NuGetAWSSDK.Extensions.Bedrock.MEAI—间接
NuGetAzure.AI.Agents.Persistent—间接
NuGetAzure.AI.AgentServer.Core—间接
NuGetAzure.AI.AgentServer.Invocations1.0.0-beta.6间接
NuGetAzure.AI.AgentServer.Responses—间接
NuGetAzure.AI.OpenAI—间接
NuGetAzure.AI.OpenAI2.9.0-beta.1间接
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NuGetOpenTelemetry.Exporter.OpenTelemetryProtocol1.15.3间接
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PyPIagent-framework-monty1.0.0b260730间接
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PyPIazure-cosmos4.16.3间接
PyPIazure-cosmos-agent-memory—间接
PyPIazure-cosmos-agent-memory0.3.0b1间接
PyPIazure-functions—间接
PyPIazure-functions1.25.0间接
PyPIazure-functions-durable—间接
PyPIazure-functions-durable1.7.0间接
PyPIazure-identity—间接
PyPIazure-identity1.25.3间接
PyPIazure-monitor-opentelemetry—间接
PyPIazure-monitor-opentelemetry1.8.9间接
PyPIazure-monitor-opentelemetry-exporter1.0.0b56间接
PyPIazure-search-documents—间接
PyPIazure-search-documents12.0.0间接
PyPIazure-storage-blob12.30.0间接
PyPIbackoff2.2.1间接
PyPIblessed1.48.0间接
PyPIblinker1.9.0间接
PyPIboto3—间接
PyPIboto31.43.67间接
PyPIbotocore—间接
PyPIbotocore1.43.67间接
PyPIcachebox5.2.3间接
PyPIcertifi2026.7.22间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.9间接
PyPIclaude-agent-sdk—间接
PyPIclaude-agent-sdk0.2.132间接
PyPIclick8.4.2间接
PyPIclr-loader0.2.10间接
PyPIcolorama0.4.6间接
PyPIcontourpy1.3.3间接
PyPIcoverage7.15.4间接
PyPIcroniter6.2.4间接
PyPIcryptography48.0.1间接
PyPIculsans0.11.0间接
PyPIcycler0.12.1间接
PyPIdebugpy—间接
PyPIdeepdiff9.1.0间接
PyPIdistro1.9.0间接
PyPIdnspython2.8.0间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.23间接
PyPIdurabletask—间接
PyPIdurabletask1.9.0间接
PyPIdurabletask-azuremanaged—间接
PyPIdurabletask-azuremanaged1.9.0间接
PyPIemail-validator2.3.0间接
PyPIexecnet2.1.2间接
PyPIexpression5.6.0间接
PyPIfastapi—间接
PyPIfastapi0.138.0间接
PyPIfastapi-sso0.21.1间接
PyPIfastuuid0.14.0间接
PyPIfilelock3.32.2间接
PyPIfiletype—间接
PyPIfiletype1.2.0间接
PyPIflask3.1.3间接
PyPIflit4.0.2间接
PyPIflit-core—间接
PyPIflit-core4.0.2间接
PyPIfonttools4.63.0间接
PyPIfoundry-local-sdk—间接
PyPIfoundry-local-sdk0.5.1间接
PyPIfrozenlist1.8.0间接
PyPIfs2.4.16间接
PyPIfsspec2026.7.0间接
PyPIfurl2.1.4间接
PyPIgithub-copilot-sdk—间接
PyPIgithub-copilot-sdk1.0.2间接
PyPIgoogle-api-core2.34.0间接
PyPIgoogle-auth2.56.3间接
PyPIgoogle-genai—间接
PyPIgoogle-genai2.17.0间接
PyPIgoogleapis-common-protos1.75.1间接
PyPIgpustat1.1.1间接
PyPIgranian2.8.1间接
PyPIgraphviz0.21间接
PyPIgreenlet3.5.4间接
PyPIgriffelib2.1.0间接
PyPIgrpcio1.83.0间接
PyPIgunicorn23.0.0间接
PyPIh110.16.0间接
PyPIh24.4.1间接
PyPIhatchling—间接
PyPIhf-xet1.6.0间接
PyPIhpack4.2.0间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIhttpx—间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.3间接
PyPIhuggingface-hub—间接
PyPIhuggingface-hub1.27.0间接
PyPIhypercorn—间接
PyPIhypercorn0.18.0间接
PyPIhyperframe6.1.0间接
PyPIhyperlight-sandbox—间接
PyPIhyperlight-sandbox0.4.0间接
PyPIhyperlight-sandbox-backend-wasm0.4.0间接
PyPIhyperlight-sandbox-python-guest—间接
PyPIhyperlight-sandbox-python-guest0.5.0间接
PyPIidna3.18间接
PyPIimportlib-metadata8.9.0间接
PyPIiniconfig2.3.0间接
PyPIinquirerpy0.3.4间接
PyPIisodate0.7.2间接
PyPIitsdangerous2.2.0间接
PyPIjinja23.1.6间接
PyPIjinxed2.1.0间接
PyPIjiter0.16.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIjson-rpc1.15.0间接
PyPIjsonpath-ng1.8.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkiwisolver1.5.0间接
PyPIlangfuse4.14.3间接
PyPIlibrt0.15.0间接
PyPIlitellm1.95.0间接
PyPIlitellm-enterprise0.1.52间接
PyPIlitellm-proxy-extras0.4.81间接
PyPIloguru—间接
PyPIloguru0.7.3间接
PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib3.11.1间接
PyPImcp—间接
PyPImcp1.29.0间接
PyPImdurl0.1.2间接
PyPImem0ai—间接
PyPImem0ai2.0.17间接
PyPImicrosoft-agents-activity1.3.0间接
PyPImicrosoft-agents-copilotstudio-client—间接
PyPImicrosoft-agents-copilotstudio-client1.3.0间接
PyPImicrosoft-agents-hosting-core1.3.0间接
PyPImicrosoft-opentelemetry1.3.7间接
PyPImistralai—间接
PyPIml-dtypes0.5.4间接
PyPImpmath1.3.0间接
PyPImsal—间接
PyPImsal1.37.0间接
PyPImsal-extensions1.3.1间接
PyPImsgspec—间接
PyPImsgspec0.21.1间接
PyPImsrest0.7.1间接
PyPImultidict6.7.1间接
PyPImypy1.20.0间接
PyPImypy2.3.1间接
PyPImypy-extensions1.1.0间接
PyPInarwhals2.24.0间接
PyPInodeenv1.10.0间接
PyPInumpy—间接
PyPInumpy2.4.6间接
PyPInumpy2.5.1间接
PyPInvidia-ml-py13.610.43间接
PyPIoauthlib3.3.1间接
PyPIollama—间接
PyPIollama0.5.3间接
PyPIopenai—间接
PyPIopenai2.53.0间接
PyPIopenai-agents0.19.4间接
PyPIopenai-chatkit—间接
PyPIopenai-chatkit1.6.5间接
PyPIopentelemetry-api—间接
PyPIopentelemetry-api1.43.0间接
PyPIopentelemetry-exporter-otlp1.43.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.43.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.43.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.43.0间接
PyPIopentelemetry-instrumentation0.64b0间接
PyPIopentelemetry-instrumentation-asgi0.64b0间接
PyPIopentelemetry-instrumentation-dbapi0.64b0间接
PyPIopentelemetry-instrumentation-django0.64b0间接
PyPIopentelemetry-instrumentation-fastapi0.64b0间接
PyPIopentelemetry-instrumentation-flask0.64b0间接
PyPIopentelemetry-instrumentation-httpx0.64b0间接
PyPIopentelemetry-instrumentation-logging0.64b0间接
PyPIopentelemetry-instrumentation-openai-agents-v20.1.0间接
PyPIopentelemetry-instrumentation-openai-v22.3b0间接
PyPIopentelemetry-instrumentation-psycopg20.64b0间接
PyPIopentelemetry-instrumentation-requests0.64b0间接
PyPIopentelemetry-instrumentation-urllib0.64b0间接
PyPIopentelemetry-instrumentation-urllib30.64b0间接
PyPIopentelemetry-instrumentation-wsgi0.64b0间接
PyPIopentelemetry-proto1.43.0间接
PyPIopentelemetry-resource-detector-azure0.1.5间接
PyPIopentelemetry-sdk—间接
PyPIopentelemetry-sdk1.43.0间接
PyPIopentelemetry-semantic-conventions0.64b0间接
PyPIopentelemetry-util-genai0.3b0间接
PyPIopentelemetry-util-http0.64b0间接
PyPIordered-set4.1.0间接
PyPIorderedmultidict1.0.2间接
PyPIorderly-set5.5.0间接
PyPIorjson—间接
PyPIorjson3.11.9间接
PyPIpackaging24.2间接
PyPIpandas3.0.5间接
PyPIpastel0.2.1间接
PyPIpathspec1.1.1间接
PyPIpfzy0.3.4间接
PyPIpillow12.3.0间接
PyPIpip26.2.1间接
PyPIplotly6.9.0间接
PyPIpluggy1.6.0间接
PyPIpoethepoet0.46.0间接
PyPIpoethepoet0.48.0间接
PyPIpolars1.43.2间接
PyPIpolars-runtime-321.43.2间接
PyPIportalocker3.2.0间接
PyPIportpicker1.6.0间接
PyPIposthog7.38.3间接
PyPIpowerfx0.0.34间接
PyPIprek0.4.11间接
PyPIprek0.4.3间接
PyPIpriority2.0.0间接
PyPIprompt-toolkit3.0.53间接
PyPIprompty—间接
PyPIprompty2.0.0b3间接
PyPIpropcache0.5.2间接
PyPIproto-plus1.28.3间接
PyPIprotobuf6.33.6间接
PyPIpsutil—间接
PyPIpsutil7.0.0间接
PyPIpyarrow—间接
PyPIpyarrow25.0.0间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser3.0间接
PyPIpydantic—间接
PyPIpydantic2.13.4间接
PyPIpydantic-argparse0.10.0间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-monty—间接
PyPIpydantic-monty0.0.19间接
PyPIpydantic-monty-runtime0.0.19间接
PyPIpydantic-settings2.15.0间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpynacl1.6.2间接
PyPIpyparsing3.3.2间接
PyPIpyrefly1.2.0间接
PyPIpyright1.1.408间接
PyPIpyright1.1.411间接
PyPIpyroscope-io0.8.16间接
PyPIpytest—间接
PyPIpytest9.0.3间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio—间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov—间接
PyPIpytest-cov7.1.0间接
PyPIpytest-retry1.7.0间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil—间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-dotenv—间接
PyPIpython-dotenv1.2.2间接
PyPIpython-multipart0.0.32间接
PyPIpython-ulid4.0.1间接
PyPIpythonnet3.0.5间接
PyPIpytz2026.3.post1间接
PyPIpywin32312间接
PyPIpyyaml—间接
PyPIpyyaml6.0.3间接
PyPIqdrant-client1.19.0间接
PyPIredis—间接
PyPIredis7.1.1间接
PyPIredisvl—间接
PyPIredisvl0.15.0间接
PyPIreferencing0.37.0间接
PyPIregex2026.7.19间接
PyPIrequests2.34.2间接
PyPIrequests-oauthlib2.0.0间接
PyPIrestrictedpython8.4间接
PyPIrich—间接
PyPIrich13.9.4间接
PyPIrpds-py2026.6.3间接
PyPIrq2.10.0间接
PyPIruff0.15.15间接
PyPIruff0.16.3间接
PyPIs3transfer0.19.2间接
PyPIscikit-learn1.9.0间接
PyPIscipy1.17.1间接
PyPIscipy1.18.0间接
PyPIseaborn0.13.2间接
PyPIsetproctitle1.3.7间接
PyPIsetuptools—间接
PyPIsetuptools83.0.0间接
PyPIsix—间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPIsoundfile0.14.0间接
PyPIsqlalchemy2.0.51间接
PyPIsse-starlette—间接
PyPIsse-starlette3.4.8间接
PyPIstarlette—间接
PyPIstarlette1.4.1间接
PyPIsympy—间接
PyPIsympy1.14.0间接
PyPItabulate0.10.0间接
PyPItau2—间接
PyPItau20.0.1间接
PyPItenacity9.1.4间接
PyPItermcolor2.4.0间接
PyPIthreadpoolctl3.6.0间接
PyPItiktoken—间接
PyPItiktoken0.13.0间接
PyPItokenizers0.23.1间接
PyPItoml0.10.2间接
PyPItomli2.4.1间接
PyPItomli-w1.2.0间接
PyPItqdm—间接
PyPItqdm4.70.0间接
PyPIty0.0.72间接
PyPItypes-python-dateutil2.9.0.20260518间接
PyPItypes-pyyaml6.0.12.20260518间接
PyPItyping-extensions—间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.3间接
PyPItzlocal5.4.4间接
PyPIurllib32.7.0间接
PyPIuv0.11.17间接
PyPIuv0.12.5间接
PyPIuv-build—间接
PyPIuvicorn—间接
PyPIuvicorn0.52.1间接
PyPIuvicorn-worker0.4.0间接
PyPIuvloop0.22.1间接
PyPIwatchdog6.0.0间接
PyPIwatchfiles1.2.0间接
PyPIwcwidth0.8.2间接
PyPIwebsockets15.0.1间接
PyPIwerkzeug3.1.8间接
PyPIwheel—间接
PyPIwin32-setctime1.2.0间接
PyPIwrapt1.17.3间接
PyPIwsproto1.3.2间接
PyPIyarl1.24.5间接
PyPIzipp4.1.0间接
PyPIzuban0.9.1间接
依赖安全公告 6

该仓库未发布可被索引解析的包，因此评估的是其自身的依赖图——共 784 个包，其中也包含从不交付的开发与测试版本固定：6 个存在已知公告，0 个为直接依赖。 有 216 个无法评估——没有已解析的版本、生态系统不受支持，或不在所列包清单之内。

软件包版本关系严重程度公告数修复版本
brace-expansion1.1.16间接高25.0.9
brace-expansion2.1.2间接高25.0.9
cryptography48.0.1间接高650.0.0
nanoid3.3.16间接高15.1.6
nanoid3.3.17间接高15.1.6
ajv6.12.6间接中18.18.0

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析，且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读

反馈

发现这份报告有不准确之处，或有想法要分享？错误的测量、未识别的工具、建议、疑问——都欢迎提出。每条消息都会被阅读并得到回复。

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相关记录

与 microsoft/agent-framework 共享目录标签或生态系统的已检测仓库。 并排阅读 →

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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.34.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置： 汇总统计 — PyPI.