公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-16 18:19 UTC

microsoft / semantic-kernel

Integrate cutting-edge LLM technology quickly and easily into your apps

C# · PythonMIT★ 28,564 星标⑂ 4,770 复刻始于 2023年2月在 GitHub 上查看 ↗
类型库MCP 服务器如何判定
#ai#artificial-intelligence#llm#openai#sdk

microsoft/semantic-kernel 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Community & Adoption（96/100），最低的是Security（63/100）。 最近一次更新在 5 天前。 近期的大部分工作由 7 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 89 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
129,812 关注者8,303 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
PyPIsemantic-kernel1.44.1-13741 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？

94卓越 · 占总体的 21%

开发活跃度

97卓越
评分方式
36/36推送新近度 — 最近一次推送于 5 天前
33.2/36提交节奏 — 52 周中有 48 周有提交
18/18提交量 — 最近一年 321 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year321
human_commit_share0.78
days_since_last_push5
active_weeks_last_year48

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 12 天前
27/27发布节奏 — 约每 12.5 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-1.80.1
releases_from_tags否
days_since_latest_release12
mean_days_between_releases12.5

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

99卓越
评分方式
60/60星标 — 28,564 个星标
25/25复刻 — 4,770 个复刻
13.8/15关注者 — 306 位关注者
所用输入
forks4,770
stars28,564
watchers306
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_badges4
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicesshields.io
has_pull_request_template是

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？

94卓越 · 占总体的 23%

维护者韧性（巴士系数）

95卓越
评分方式
51.3/54巴士系数 — 7 位贡献者贡献了半数提交
20.1/22.5提交分布 — 头号贡献者编写了 10% 的提交
13.5/13.5贡献者广度 — 98 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 13 contributing companies or organizations
所用输入
bus_factor7
contributors_sampled98
top_contributor_share0.105

议题与 PR 响应能力

80优秀
评分方式
41.2/42议题解决 — 98% 的议题已关闭
23.9/30PR 接受 — 已裁定的 PR 中 5,625/7,050 已合并
1.1/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 1/12
13.5/15OpenSSF Scorecard：Code-Review — Found 26/27 approved changesets -- score normalized to 9
所用输入
merged_prs5,625
open_issues99
closed_issues4,857
prs_merged_7d1
prs_decided_7d4
prs_merged_30d15
prs_decided_30d27
issue_closed_ratio0.98
closed_unmerged_prs1,425
first_time_authors_30d6
first_time_prs_merged_30d1
first_time_prs_decided_30d12

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 129,812 位关注者
25/25既往记录 — 8,303 个公开仓库，账户约 12 年
所用输入
followers129,812
owner_typeOrganization
is_verified是
owner_loginmicrosoft
public_repos8,303
account_age_days4,662

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 41 天前
20/20版本历史 — 137 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
packagessemantic-kernel
ecosystemspypi
any_deprecated否
min_days_since_publish41

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 — 22 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/semantic-kernel
10/10仓库描述
10/10主题标签 — 5 个主题标签
0/10Wiki
所用输入
topicsai, artificial-intelligence, llm, openai, sdk
has_wiki否
homepagehttps://aka.ms/semantic-kernel
docs_sitehttps://aka.ms/semantic-kernel
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？

63中等 · 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
6.8/7.5Branch-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
0.5/2.5CII-Best-Practices — badge detected: InProgress
6.8/7.5Code-Review — Found 26/27 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 13 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 2 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
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
0/7.5Vulnerabilities — 55 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

85优秀
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
14.4/25间接依赖不含已知公告 — 1 个受影响：werkzeug 3.1.1 (moderate 5.3)
35.3/40没有长期未处理的公告 — 1 个携带公告的软件包超过 90 天未处理；最早一条发布于 288 天前
所用输入
sourceosv
advisories6
affected_packages1
assessed_packages92
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
比对的是 pypi:semantic-kernel@1.44.1 的运行时依赖闭包——安装已发布的软件包时真正被拉取进来的内容——共 92 个软件包。 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。

86优秀 · 占总体的 4%

AI 代理上下文与指引

55中等
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
15/15机器可读文档（llms.txt） — 项目网站提供 llms.txt（https://docs.trychroma.com/llms.txt）
40/40可读的提交历史 — 78 次人类提交中有 78 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt是
llms_txt_urlhttps://docs.trychroma.com/llms.txt
legible_history_share1
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

98卓越
评分方式
18/18一条命令的引导启动 — python/Makefile
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 — dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed
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 50 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 22 次为自动依赖更新
8/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfile是
typed_language是
bootstrap_filespython/Makefile
has_devcontainer是
has_linter_config是
typecheck_configsdotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ReactFrontend/tsconfig.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/tsconfig.json, python/mypy.ini, python/semantic_kernel/py.typed
agent_commit_share0.5
toolchain_manifestsdotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step01_Concurrent/AgentOrchestrations_Step01_Concurrent.csproj, dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step02_Sequential/AgentOrchestrations_Step02_Sequential.csproj, dotnet/samples/AgentFrameworkMigration/AgentOrchestrations/Step03_Handoff/AgentOrchestrations_Step03_Handoff.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step01_Basics/AzureAIFoundry_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step02_ToolCall/AzureAIFoundry_Step02_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step03_DependencyInjection/AzureAIFoundry_Step03_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/AzureAIFoundry/Step04_CodeInterpreter/AzureAIFoundry_Step04_CodeInterpreter.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step01_Basics/AzureOpenAI_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step02_ToolCall/AzureOpenAI_Step02_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step03_DependencyInjection/AzureOpenAI_Step03_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAI/Step04_ToolCall_WithOpenAPI/AzureOpenAI_Step04_ToolCall_WithOpenAPI.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step01_Basics/AzureOpenAIResponses_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step02_ReasoningModel/AzureOpenAIResponses_Step02_ReasoningModel.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step03_ToolCall/AzureOpenAIResponses_Step03_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/AzureOpenAIResponses/Step04_DependencyInjection/AzureOpenAIResponses_Step04_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/OpenAI/Step01_Basics/OpenAI_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/OpenAI/Step02_ToolCall/OpenAI_Step02_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/OpenAI/Step03_DependencyInjection/OpenAI_Step03_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step01_Basics/OpenAIResponses_Step01_Basics.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step02_ReasoningModel/OpenAIResponses_Step02_ReasoningModel.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step03_ToolCall/OpenAIResponses_Step03_ToolCall.csproj, dotnet/samples/AgentFrameworkMigration/OpenAIResponses/Step04_DependencyInjection/OpenAIResponses_Step04_DependencyInjection.csproj, dotnet/samples/AgentFrameworkMigration/Playground/SemanticKernelBasic/SemanticKernelBasic.csproj, dotnet/samples/Concepts/Concepts.csproj, dotnet/samples/Demos/A2AClientServer/A2AClient/A2AClient.csproj, dotnet/samples/Demos/A2AClientServer/A2AServer/A2AServer.csproj, dotnet/samples/Demos/AIModelRouter/AIModelRouter.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.ApiService/ChatWithAgent.ApiService.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.AppHost/ChatWithAgent.AppHost.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.Configuration/ChatWithAgent.Configuration.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.ServiceDefaults/ChatWithAgent.ServiceDefaults.csproj, dotnet/samples/Demos/AgentFrameworkWithAspire/ChatWithAgent.Web/ChatWithAgent.Web.csproj, dotnet/samples/Demos/AmazonBedrockModels/AmazonBedrockAIModels.csproj, dotnet/samples/Demos/AotCompatibility/AotCompatibility.csproj, dotnet/samples/Demos/BookingRestaurant/BookingRestaurant.csproj, dotnet/samples/Demos/CodeInterpreterPlugin/CodeInterpreterPlugin.csproj, dotnet/samples/Demos/ContentSafety/ContentSafety.csproj, dotnet/samples/Demos/CopilotAgentPlugins/CopilotAgentPluginsDemoSample/CopilotAgentPluginsDemoSample.csproj, dotnet/samples/Demos/FunctionInvocationApproval/FunctionInvocationApproval.csproj, dotnet/samples/Demos/HomeAutomation/HomeAutomation.csproj, dotnet/samples/Demos/HuggingFaceImageToText/HuggingFaceImageToText.csproj, dotnet/samples/Demos/ModelContextProtocolClientServer/MCPClient/MCPClient.csproj, dotnet/samples/Demos/ModelContextProtocolClientServer/MCPServer/MCPServer.csproj, dotnet/samples/Demos/ModelContextProtocolPlugin/ModelContextProtocolPlugin.csproj, dotnet/samples/Demos/ModelContextProtocolPluginAuth/ModelContextProtocolPluginAuth.csproj, dotnet/samples/Demos/OllamaFunctionCalling/OllamaFunctionCalling.csproj, dotnet/samples/Demos/OnnxSimpleChatWithCuda/OnnxSimpleChatWithCuda.csproj, dotnet/samples/Demos/OnnxSimpleRAG/OnnxSimpleRAG.csproj, dotnet/samples/Demos/OpenAIRealtime/OpenAIRealtime.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.AppHost/ProcessFramework.Aspire.AppHost.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.ProcessOrchestrator/ProcessFramework.Aspire.ProcessOrchestrator.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.ServiceDefaults/ProcessFramework.Aspire.ServiceDefaults.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.Shared/ProcessFramework.Aspire.Shared.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.SummaryAgent/ProcessFramework.Aspire.SummaryAgent.csproj, dotnet/samples/Demos/ProcessFrameworkWithAspire/ProcessFramework.Aspire/ProcessFramework.Aspire.TranslatorAgent/ProcessFramework.Aspire.TranslatorAgent.csproj, dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.AppHost/ProcessFramework.Aspire.SignalR.AppHost.csproj, dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ProcessOrchestrator/ProcessFramework.Aspire.SignalR.ProcessOrchestrator.csproj, dotnet/samples/Demos/ProcessFrameworkWithSignalR/src/ProcessFramework.Aspire.SignalR.ServiceDefaults/ProcessFramework.Aspire.SignalR.ServiceDefaults.csproj, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/ProcessWithCloudEvents.Grpc.csproj, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Processes/ProcessWithCloudEvents.Processes.csproj, dotnet/samples/Demos/ProcessWithDapr/ProcessWithDapr.csproj, dotnet/samples/Demos/QualityCheck/QualityCheckWithFilters/QualityCheckWithFilters.csproj, dotnet/samples/Demos/StepwisePlannerMigration/StepwisePlannerMigration.csproj, dotnet/samples/Demos/StructuredDataPlugin/StructuredDataPlugin.csproj, dotnet/samples/Demos/TelemetryWithAppInsights/TelemetryWithAppInsights.csproj, dotnet/samples/Demos/TimePlugin/TimePlugin.csproj, dotnet/samples/Demos/VectorStoreRAG/VectorStoreRAG.csproj, dotnet/samples/Demos/VoiceChat/VoiceChat.csproj, dotnet/samples/GettingStarted/GettingStarted.csproj, dotnet/samples/GettingStartedWithAgents/GettingStartedWithAgents.csproj, dotnet/samples/GettingStartedWithProcesses/GettingStartedWithProcesses.csproj, dotnet/samples/GettingStartedWithTextSearch/GettingStartedWithTextSearch.csproj, dotnet/samples/GettingStartedWithVectorStores/GettingStartedWithVectorStores.csproj, dotnet/samples/LearnResources/LearnResources.csproj, dotnet/src/Agents/A2A/Agents.A2A.csproj, dotnet/src/Agents/Abstractions/Agents.Abstractions.csproj, dotnet/src/Agents/AzureAI/Agents.AzureAI.csproj, dotnet/src/Agents/Bedrock/Agents.Bedrock.csproj, dotnet/src/Agents/Copilot/Agents.CopilotStudio.csproj, dotnet/src/Agents/Core/Agents.Core.csproj, dotnet/src/Agents/Magentic/Agents.Magentic.csproj, dotnet/src/Agents/OpenAI/Agents.OpenAI.csproj, dotnet/src/Agents/Orchestration/Agents.Orchestration.csproj, dotnet/src/Agents/Runtime/Abstractions.Tests/Runtime.Abstractions.UnitTests.csproj, dotnet/src/Agents/Runtime/Abstractions/Runtime.Abstractions.csproj, dotnet/src/Agents/Runtime/Core.Tests/Runtime.Core.UnitTests.csproj, dotnet/src/Agents/Runtime/Core/Runtime.Core.csproj, dotnet/src/Agents/Runtime/InProcess.Tests/Runtime.InProcess.UnitTests.csproj, dotnet/src/Agents/Runtime/InProcess/Runtime.InProcess.csproj, dotnet/src/Agents/UnitTests/Agents.UnitTests.csproj, dotnet/src/Agents/Yaml/Agents.Yaml.csproj, dotnet/src/Connectors/Connectors.Amazon.UnitTests/Connectors.Amazon.UnitTests.csproj, dotnet/src/Connectors/Connectors.Amazon/Connectors.Amazon.csproj, dotnet/src/Connectors/Connectors.AzureAIInference.UnitTests/Connectors.AzureAIInference.UnitTests.csproj, dotnet/src/Connectors/Connectors.AzureAIInference/Connectors.AzureAIInference.csproj, dotnet/src/Connectors/Connectors.AzureOpenAI.UnitTests/Connectors.AzureOpenAI.UnitTests.csproj, dotnet/src/Connectors/Connectors.AzureOpenAI/Connectors.AzureOpenAI.csproj, dotnet/src/Connectors/Connectors.Google.UnitTests/Connectors.Google.UnitTests.csproj, dotnet/src/Connectors/Connectors.Google/Connectors.Google.csproj, dotnet/src/Connectors/Connectors.HuggingFace.UnitTests/Connectors.HuggingFace.UnitTests.csproj, dotnet/src/Connectors/Connectors.HuggingFace/Connectors.HuggingFace.csproj, dotnet/src/Connectors/Connectors.MistralAI.UnitTests/Connectors.MistralAI.UnitTests.csproj, dotnet/src/Connectors/Connectors.MistralAI/Connectors.MistralAI.csproj, dotnet/src/Connectors/Connectors.Ollama.UnitTests/Connectors.Ollama.UnitTests.csproj, dotnet/src/Connectors/Connectors.Ollama/Connectors.Ollama.csproj, dotnet/src/Connectors/Connectors.Onnx.UnitTests/Connectors.Onnx.UnitTests.csproj, dotnet/src/Connectors/Connectors.Onnx/Connectors.Onnx.csproj, dotnet/src/Connectors/Connectors.OpenAI.UnitTests/Connectors.OpenAI.UnitTests.csproj, dotnet/src/Connectors/Connectors.OpenAI/Connectors.OpenAI.csproj, dotnet/src/Experimental/Orchestration.Flow.IntegrationTests/Experimental.Orchestration.Flow.IntegrationTests.csproj, dotnet/src/Experimental/Orchestration.Flow.UnitTests/Experimental.Orchestration.Flow.UnitTests.csproj, dotnet/src/Experimental/Orchestration.Flow/Experimental.Orchestration.Flow.csproj, dotnet/src/Experimental/Process.Abstractions/Process.Abstractions.csproj, dotnet/src/Experimental/Process.Core/Process.Core.csproj, dotnet/src/Experimental/Process.IntegrationTestHost.Dapr/Process.IntegrationTestHost.Dapr.csproj, dotnet/src/Experimental/Process.IntegrationTestRunner.Dapr/Process.IntegrationTestRunner.Dapr.csproj, dotnet/src/Experimental/Process.IntegrationTestRunner.Local/Process.IntegrationTestRunner.Local.csproj, dotnet/src/Experimental/Process.IntegrationTests.Resources/Process.IntegrationTests.Resources.csproj, dotnet/src/Experimental/Process.IntegrationTests.Shared/Process.IntegrationTests.Shared.csproj, dotnet/src/Experimental/Process.LocalRuntime/Process.LocalRuntime.csproj, dotnet/src/Experimental/Process.Runtime.Dapr.UnitTests/Process.Runtime.Dapr.UnitTests.csproj, dotnet/src/Experimental/Process.Runtime.Dapr/Process.Runtime.Dapr.csproj, dotnet/src/Experimental/Process.UnitTests/Process.UnitTests.csproj, dotnet/src/Experimental/Process.Utilities.UnitTests/Process.Utilities.UnitTests.csproj, dotnet/src/Extensions/Extensions.UnitTests/Extensions.UnitTests.csproj, dotnet/src/Extensions/PromptTemplates.Handlebars/PromptTemplates.Handlebars.csproj, dotnet/src/Extensions/PromptTemplates.Liquid.UnitTests/PromptTemplates.Liquid.UnitTests.csproj, dotnet/src/Extensions/PromptTemplates.Liquid/PromptTemplates.Liquid.csproj, dotnet/src/Functions/Functions.Grpc/Functions.Grpc.csproj, dotnet/src/Functions/Functions.Markdown/Functions.Markdown.csproj, dotnet/src/Functions/Functions.OpenApi.Extensions/Functions.OpenApi.Extensions.csproj, dotnet/src/Functions/Functions.OpenApi/Functions.OpenApi.csproj, dotnet/src/Functions/Functions.Prompty.UnitTests/Functions.Prompty.UnitTests.csproj, dotnet/src/Functions/Functions.Prompty/Functions.Prompty.csproj, dotnet/src/Functions/Functions.UnitTests/Functions.UnitTests.csproj, dotnet/src/Functions/Functions.Yaml/Functions.Yaml.csproj, dotnet/src/IntegrationTests/IntegrationTests.csproj, dotnet/src/Plugins/Plugins.AI.UnitTests/Plugins.AI.UnitTests.csproj, dotnet/src/Plugins/Plugins.AI/Plugins.AI.csproj, dotnet/src/Plugins/Plugins.Core/Plugins.Core.csproj, dotnet/src/Plugins/Plugins.Document/Plugins.Document.csproj, dotnet/src/Plugins/Plugins.Memory/Plugins.Memory.csproj, dotnet/src/Plugins/Plugins.MsGraph/Plugins.MsGraph.csproj, dotnet/src/Plugins/Plugins.StructuredData.EntityFramework/Plugins.StructuredData.EntityFramework.csproj, dotnet/src/Plugins/Plugins.UnitTests/Plugins.UnitTests.csproj, dotnet/src/Plugins/Plugins.Web/Plugins.Web.csproj, dotnet/src/SemanticKernel.Abstractions/SemanticKernel.Abstractions.csproj, dotnet/src/SemanticKernel.AotTests/SemanticKernel.AotTests.csproj, dotnet/src/SemanticKernel.Core/SemanticKernel.Core.csproj, dotnet/src/SemanticKernel.MetaPackage/SemanticKernel.MetaPackage.csproj, dotnet/src/SemanticKernel.UnitTests/SemanticKernel.UnitTests.csproj, dotnet/src/VectorData/Chroma/Chroma.csproj, dotnet/src/VectorData/Milvus/Milvus.csproj, dotnet/test/VectorData/Chroma.UnitTests/Chroma.UnitTests.csproj
dependency_bot_commit_share0.22

面向模型的代码可读性

100卓越
评分方式
45/45可类型检查的代码 — C#（静态类型）
54.9/55可控的文件大小 — 采样的 3,678 个源文件中有 9 个超过 60KB
所用输入
primary_languageC#
largest_source_bytes112,844
source_files_sampled3,678
oversized_source_files9

机器可读接口

100卓越
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — dotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml
20/20MCP 服务器
40/40可运行示例 — demos, notebooks, samples
所用输入
example_dirsdemos, notebooks, samples
has_mcp_signal是
api_schema_filesdotnet/samples/Concepts/Resources/Plugins/DictionaryPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/JiraPlugin/openapi.json, dotnet/samples/Concepts/Resources/Plugins/ProductsPlugin/openapi.json, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Client/src/services/grpc/proto/documentGeneration.proto, dotnet/samples/Demos/ProcessWithCloudEvents/ProcessWithCloudEvents.Grpc/Protos/documentationGenerator.proto, dotnet/src/Functions/Functions.UnitTests/Grpc/Protobuf/TestPlugins/protoV3.proto, python/samples/concepts/plugins/openapi/openapi.yaml, python/tests/unit/connectors/openapi_plugin/openapi.yaml
interfaces_expected_of—

关键数据

28,564GitHub 星标
98贡献者
321最近 12 个月提交数
5距最近推送天数
100发布版本数
7巴士系数（bus factor）
99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
  • pypi download statistics for 'semantic-kernel' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced

更多细节

Star 与 Fork 历史 0 ★ / 4,770 ⇿
0Star
4,770Fork
56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。

3,6003,8004,0004,2004,4004,6004,8004,770152025-062026-022026-09
主版本 0次版本 0修订 0

每个点涵盖 2 天。

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 · 2026-09-16 18:18 UTC

10Binary-Artifactsno binaries found in the repo
9Branch-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
2CII-Best-Practicesbadge detected: InProgress
9Code-ReviewFound 26/27 approved changesets -- score normalized to 9
10Contributorsproject has 13 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
不适用Packagingpackaging workflow not detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
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
0Vulnerabilities55 existing vulnerabilities detected
直接依赖 25
注册表软件包版本约束清单文件
PyPIazure-ai-projects>= 1.0,< 2.5python/pyproject.toml
PyPIazure-ai-agents>= 1.2.0b3python/pyproject.toml
PyPIaiohttp~= 3.8python/pyproject.toml
PyPIcloudevents>=1,<3python/pyproject.toml
PyPIpydantic>=2.0,!=2.10.0,!=2.10.1,!=2.10.2,!=2.10.3,<2.14python/pyproject.toml
PyPIpydantic-settings~= 2.0python/pyproject.toml
PyPIdefusedxml~= 0.7python/pyproject.toml
PyPIazure-identity>= 1.13python/pyproject.toml
PyPInumpy>= 1.25.0python/pyproject.toml
PyPInumpy>= 1.26.0python/pyproject.toml
PyPIopenai>= 2.0.0python/pyproject.toml
PyPIopenapi_core>= 0.18,<0.20python/pyproject.toml
PyPIwebsockets>= 13, < 16python/pyproject.toml
PyPIaiortc>=1.9.0python/pyproject.toml
PyPIopentelemetry-api~= 1.24python/pyproject.toml
PyPIopentelemetry-sdk~= 1.24python/pyproject.toml
PyPIprance>= 23.6.21,< 26.7.20python/pyproject.toml
PyPIpybars4~= 0.9python/pyproject.toml
PyPIjinja2~= 3.1python/pyproject.toml
PyPInest-asyncio~= 1.6python/pyproject.toml
PyPIscipy>=1.15.1python/pyproject.toml
PyPIwebsockets>= 13, < 16python/pyproject.toml
PyPIaiortc>=1.9.0python/pyproject.toml
PyPItyping-extensions>=4.13python/pyproject.toml
PyPImcp>=1.26.0,<2.0python/pyproject.toml
全部依赖 1,013

来自 GitHub 依赖图的完整解析依赖集合：40 个直接依赖与 973 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
PyPIaiohttp—直接
PyPIaiohttp3.14.3直接
PyPIaiortc1.13.0直接
PyPIaiortc1.14.0直接
PyPIazure-ai-agents1.2.0b6直接
PyPIazure-ai-projects1.0.0直接
PyPIazure-ai-projects2.4.0直接
PyPIazure-identity—直接
PyPIazure-identity1.23.0直接
PyPIazure-identity1.25.2直接
PyPIcloudevents1.12.0直接
PyPIdefusedxml0.7.1直接
PyPIjinja23.1.6直接
PyPImcp1.28.1直接
PyPInest-asyncio1.6.0直接
PyPInumpy1.26.4直接
PyPInumpy2.2.6直接
PyPInumpy2.3.1直接
PyPIopenai2.26.0直接
PyPIopenai3.3.1直接
PyPIopenapi-core0.19.4直接
PyPIopentelemetry-api1.34.1直接
PyPIopentelemetry-api1.40.0直接
PyPIopentelemetry-sdk1.34.1直接
PyPIopentelemetry-sdk1.40.0直接
PyPIprance25.4.8.0直接
PyPIpybars40.9.13直接
PyPIpydantic—直接
PyPIpydantic2.11.10直接
PyPIpydantic2.11.7直接
PyPIpydantic2.13.4直接
PyPIpydantic2.13.5直接
PyPIpydantic-settings2.10.1直接
PyPIpydantic-settings2.14.2直接
PyPIscipy1.15.3直接
PyPIscipy1.16.0直接
PyPIscipy1.17.1直接
PyPItyping-extensions4.14.1直接
PyPItyping-extensions4.15.0直接
PyPIwebsockets15.0.1直接
npm@babel/runtime7.27.0间接
npm@ctrl/tinycolor3.6.1间接
npm@emnapi/core1.10.0间接
npm@emnapi/core1.11.1间接
npm@emnapi/runtime1.10.0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@emotion/hash0.9.2间接
npm@eslint-community/eslint-utils4.5.1间接
npm@eslint-community/regexpp4.12.1间接
npm@eslint/config-array0.20.0间接
npm@eslint/config-helpers0.2.1间接
npm@eslint/core0.12.0间接
npm@eslint/core0.13.0间接
npm@eslint/eslintrc3.3.1间接
npm@eslint/js9.24.0间接
npm@eslint/object-schema2.1.6间接
npm@eslint/plugin-kit0.2.8间接
npm@floating-ui/core1.6.9间接
npm@floating-ui/core1.7.3间接
npm@floating-ui/devtools0.2.3间接
npm@floating-ui/dom1.6.13间接
npm@floating-ui/dom1.7.4间接
npm@floating-ui/utils0.2.10间接
npm@floating-ui/utils0.2.9间接
npm@fluentui-contrib/react-chat0.1.10间接
npm@fluentui-contrib/react-chat0.2.2间接
npm@fluentui/keyboard-keys9.0.8间接
npm@fluentui/priority-overflow9.2.1间接
npm@fluentui/react-accordion9.8.14间接
npm@fluentui/react-alert9.0.0-beta.124间接
npm@fluentui/react-alert9.0.0-beta.129间接
npm@fluentui/react-aria9.17.6间接
npm@fluentui/react-avatar9.9.12间接
npm@fluentui/react-badge9.4.11间接
npm@fluentui/react-breadcrumb9.3.12间接
npm@fluentui/react-button9.6.12间接
npm@fluentui/react-card9.5.6间接
npm@fluentui/react-carousel9.8.12间接
npm@fluentui/react-checkbox9.5.11间接
npm@fluentui/react-color-picker9.2.11间接
npm@fluentui/react-combobox9.16.12间接
npm@fluentui/react-components9.61.6间接
npm@fluentui/react-components9.72.7间接
npm@fluentui/react-context-selector9.2.12间接
npm@fluentui/react-dialog9.16.3间接
npm@fluentui/react-divider9.4.11间接
npm@fluentui/react-drawer9.10.9间接
npm@fluentui/react-field9.4.11间接
npm@fluentui/react-icons2.0.315间接
npm@fluentui/react-image9.3.11间接
npm@fluentui/react-infobutton9.0.0-beta.102间接
npm@fluentui/react-infobutton9.0.0-beta.107间接
npm@fluentui/react-infolabel9.4.12间接
npm@fluentui/react-input9.7.11间接
npm@fluentui/react-jsx-runtime9.3.3间接
npm@fluentui/react-label9.3.11间接
npm@fluentui/react-link9.7.0间接
npm@fluentui/react-list9.6.6间接
npm@fluentui/react-menu9.20.5间接
npm@fluentui/react-message-bar9.6.14间接
npm@fluentui/react-motion9.11.4间接
npm@fluentui/react-motion-components-preview0.14.1间接
npm@fluentui/react-nav9.3.14间接
npm@fluentui/react-overflow9.6.5间接
npm@fluentui/react-persona9.5.12间接
npm@fluentui/react-popover9.12.12间接
npm@fluentui/react-portal9.8.8间接
npm@fluentui/react-positioning9.20.10间接
npm@fluentui/react-progress9.4.11间接
npm@fluentui/react-provider9.22.11间接
npm@fluentui/react-radio9.5.11间接
npm@fluentui/react-rating9.3.11间接
npm@fluentui/react-search9.3.11间接
npm@fluentui/react-select9.4.11间接
npm@fluentui/react-shared-contexts9.26.0间接
npm@fluentui/react-skeleton9.4.11间接
npm@fluentui/react-slider9.5.11间接
npm@fluentui/react-spinbutton9.5.11间接
npm@fluentui/react-spinner9.7.11间接
npm@fluentui/react-swatch-picker9.4.11间接
npm@fluentui/react-switch9.4.11间接
npm@fluentui/react-table9.19.5间接
npm@fluentui/react-tabs9.10.7间接
npm@fluentui/react-tabster9.26.10间接
npm@fluentui/react-tag-picker9.7.12间接
npm@fluentui/react-tags9.7.12间接
npm@fluentui/react-teaching-popover9.6.12间接
npm@fluentui/react-text9.6.11间接
npm@fluentui/react-textarea9.6.11间接
npm@fluentui/react-theme9.2.0间接
npm@fluentui/react-toast9.7.9间接
npm@fluentui/react-toolbar9.6.12间接
npm@fluentui/react-tooltip9.8.11间接
npm@fluentui/react-tree9.15.6间接
npm@fluentui/react-utilities9.25.4间接
npm@fluentui/react-virtualizer9.0.0-alpha.107间接
npm@fluentui/react-virtualizer9.0.0-alpha.95间接
npm@fluentui/tokens1.0.0-alpha.22间接
npm@griffel/core1.19.2间接
npm@griffel/react1.5.32间接
npm@griffel/style-types1.3.0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/retry0.4.2间接
npm@microsoft/signalr8.0.7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@oxc-project/types0.133.0间接
npm@oxc-project/types0.139.0间接
npm@protobuf-ts/grpcweb-transport2.9.6间接
npm@protobuf-ts/plugin2.9.6间接
npm@protobuf-ts/plugin-framework2.9.6间接
npm@protobuf-ts/protoc2.9.6间接
npm@protobuf-ts/runtime2.9.6间接
npm@protobuf-ts/runtime-rpc2.9.6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/pluginutils1.0.1间接
npm@rollup/rollup-linux-x64-gnu4.53.3间接
npm@swc/helpers0.5.15间接
npm@swc/helpers0.5.17间接
npm@tybys/wasm-util0.10.3间接
npm@types/debug4.1.12间接
npm@types/estree1.0.7间接
npm@types/estree1.0.8间接
npm@types/estree-jsx1.0.5间接
npm@types/hast3.0.4间接
npm@types/json-schema7.0.15间接
npm@types/mdast4.0.4间接
npm@types/ms2.1.0间接
npm@types/react19.2.7间接
npm@types/react-dom19.2.3间接
npm@types/unist2.0.11间接
npm@types/unist3.0.3间接
npm@typescript-eslint/eslint-plugin8.29.1间接
npm@typescript-eslint/parser8.29.1间接
npm@typescript-eslint/scope-manager8.29.1间接
npm@typescript-eslint/type-utils8.29.1间接
npm@typescript-eslint/types8.29.1间接
npm@typescript-eslint/typescript-estree8.29.1间接
npm@typescript-eslint/utils8.29.1间接
npm@typescript-eslint/visitor-keys8.29.1间接
npm@ungap/structured-clone1.3.0间接
npm@vitejs/plugin-react6.0.2间接
npm@vitejs/plugin-react6.0.3间接
npmabort-controller3.0.0间接
npmacorn8.14.1间接
npmacorn-jsx5.3.2间接
npmagent-base6.0.2间接
npmajv6.12.6间接
npmansi-styles4.3.0间接
npmargparse2.0.1间接
npmasynckit0.4.0间接
npmaxios1.18.0间接
npmaxios1.18.1间接
npmbail2.0.2间接
npmbalanced-match1.0.2间接
npmbrace-expansion1.1.16间接
npmbrace-expansion1.1.18间接
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npmbraces3.0.3间接
npmcall-bind-apply-helpers1.0.2间接
npmcallsites3.1.0间接
npmccount2.0.1间接
npmchalk4.1.2间接
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npmcharacter-entities-html42.1.0间接
npmcharacter-entities-legacy3.0.0间接
npmcharacter-reference-invalid2.0.1间接
npmcolor-convert2.0.1间接
npmcolor-name1.1.4间接
npmcombined-stream1.0.8间接
npmcomma-separated-tokens2.0.3间接
npmconcat-map0.0.1间接
npmcross-spawn7.0.6间接
npmcsstype3.2.3间接
npmdebug4.4.0间接
npmdebug4.4.3间接
npmdecode-named-character-reference1.1.0间接
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npmdelayed-stream1.0.0间接
npmdequal2.0.3间接
npmdetect-libc2.1.2间接
npmdevlop1.1.0间接
npmdunder-proto1.0.1间接
npmembla-carousel8.6.0间接
npmembla-carousel-autoplay8.6.0间接
npmembla-carousel-fade8.6.0间接
npmes-define-property1.0.1间接
npmes-errors1.3.0间接
npmes-object-atoms1.1.1间接
npmes-set-tostringtag2.1.0间接
npmescape-string-regexp4.0.0间接
npmeslint9.24.0间接
npmeslint-plugin-react-hooks5.2.0间接
npmeslint-plugin-react-refresh0.4.19间接
npmeslint-scope8.3.0间接
npmeslint-visitor-keys3.4.3间接
npmeslint-visitor-keys4.2.0间接
npmespree10.3.0间接
npmesquery1.6.0间接
npmesrecurse4.3.0间接
npmestraverse5.3.0间接
npmestree-util-is-identifier-name3.0.0间接
npmesutils2.0.3间接
npmevent-target-shim5.0.1间接
npmeventsource2.0.2间接
npmextend3.0.2间接
npmfast-deep-equal3.1.3间接
npmfast-glob3.3.3间接
npmfast-json-stable-stringify2.1.0间接
npmfast-levenshtein2.0.6间接
npmfastq1.19.1间接
npmfdir6.5.0间接
npmfetch-cookie2.2.0间接
npmfile-entry-cache8.0.0间接
npmfill-range7.1.1间接
npmfind-up5.0.0间接
npmflat-cache4.0.1间接
npmflatted3.4.2间接
npmfollow-redirects1.16.0间接
npmform-data4.0.6间接
npmfsevents2.3.3间接
npmfunction-bind1.1.2间接
npmget-intrinsic1.3.0间接
npmget-proto1.0.1间接
npmglob-parent5.1.2间接
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npmglobals14.0.0间接
npmglobals15.15.0间接
npmgopd1.2.0间接
npmgraphemer1.4.0间接
npmhas-flag4.0.0间接
npmhas-symbols1.1.0间接
npmhas-tostringtag1.0.2间接
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npmhast-util-to-jsx-runtime2.3.6间接
npmhast-util-whitespace3.0.0间接
npmhtml-url-attributes3.0.1间接
npmhttps-proxy-agent5.0.1间接
npmignore5.3.2间接
npmimport-fresh3.3.1间接
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npminline-style-parser0.2.4间接
npmis-alphabetical2.0.1间接
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npmis-glob4.0.3间接
npmis-hexadecimal2.0.1间接
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npmis-plain-obj4.1.0间接
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npmjs-tokens4.0.0间接
npmjs-yaml4.3.0间接
npmjs-yaml4.3.1间接
npmjson-buffer3.0.1间接
npmjson-schema-traverse0.4.1间接
npmjson-stable-stringify-without-jsonify1.0.1间接
npmkeyborg2.6.0间接
npmkeyv4.5.4间接
npmlevn0.4.1间接
npmlightningcss1.32.0间接
npmlightningcss-android-arm641.32.0间接
npmlightningcss-darwin-arm641.32.0间接
npmlightningcss-darwin-x641.32.0间接
npmlightningcss-freebsd-x641.32.0间接
npmlightningcss-linux-arm-gnueabihf1.32.0间接
npmlightningcss-linux-arm64-gnu1.32.0间接
npmlightningcss-linux-arm64-musl1.32.0间接
npmlightningcss-linux-x64-gnu1.32.0间接
npmlightningcss-linux-x64-musl1.32.0间接
npmlightningcss-win32-arm64-msvc1.32.0间接
npmlightningcss-win32-x64-msvc1.32.0间接
npmlocate-path6.0.0间接
npmlodash.merge4.6.2间接
npmlongest-streak3.1.0间接
npmloose-envify1.4.0间接
npmmath-intrinsics1.1.0间接
npmmdast-util-from-markdown2.0.2间接
npmmdast-util-mdx-expression2.0.1间接
npmmdast-util-mdx-jsx3.2.0间接
npmmdast-util-mdxjs-esm2.0.1间接
npmmdast-util-phrasing4.1.0间接
npmmdast-util-to-hast13.2.1间接
npmmdast-util-to-markdown2.1.2间接
npmmdast-util-to-string4.0.0间接
npmmerge21.4.1间接
npmmicromark4.0.2间接
npmmicromark-core-commonmark2.0.3间接
npmmicromark-factory-destination2.0.1间接
npmmicromark-factory-label2.0.1间接
npmmicromark-factory-space2.0.1间接
npmmicromark-factory-title2.0.1间接
npmmicromark-factory-whitespace2.0.1间接
npmmicromark-util-character2.1.1间接
npmmicromark-util-chunked2.0.1间接
npmmicromark-util-classify-character2.0.1间接
npmmicromark-util-combine-extensions2.0.1间接
npmmicromark-util-decode-numeric-character-reference2.0.2间接
npmmicromark-util-decode-string2.0.1间接
npmmicromark-util-encode2.0.1间接
npmmicromark-util-html-tag-name2.0.1间接
npmmicromark-util-normalize-identifier2.0.1间接
npmmicromark-util-resolve-all2.0.1间接
npmmicromark-util-sanitize-uri2.0.1间接
npmmicromark-util-subtokenize2.1.0间接
npmmicromark-util-symbol2.0.1间接
npmmicromark-util-types2.0.2间接
npmmicromatch4.0.8间接
npmmime-db1.52.0间接
npmmime-types2.1.35间接
npmminimatch3.1.5间接
npmminimatch9.0.9间接
npmms2.1.3间接
npmnanoid3.3.16间接
npmnatural-compare1.4.0间接
npmnode-fetch2.7.0间接
npmoptionator0.9.4间接
npmp-limit3.1.0间接
npmp-locate5.0.0间接
npmparent-module1.0.1间接
npmparse-entities4.0.2间接
npmpath-exists4.0.0间接
npmpath-key3.1.1间接
npmpicocolors1.1.1间接
npmpicomatch2.3.2间接
npmpicomatch4.0.5间接
npmpostcss8.5.25间接
npmprelude-ls1.2.1间接
npmproperty-information7.0.0间接
npmproxy-from-env2.1.0间接
npmpsl1.15.0间接
npmpunycode2.3.1间接
npmquerystringify2.2.0间接
npmqueue-microtask1.2.3间接
npmreact18.3.1间接
npmreact19.2.1间接
npmreact-dom18.3.1间接
npmreact-dom19.2.1间接
npmreact-is17.0.2间接
npmreact-markdown10.1.0间接
npmregenerator-runtime0.14.1间接
npmremark-parse11.0.0间接
npmremark-rehype11.1.2间接
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npmresolve-from4.0.0间接
npmreusify1.1.0间接
npmrolldown1.0.3间接
npmrolldown1.1.5间接
npmrtl-css-js1.16.1间接
npmrun-parallel1.2.0间接
npmscheduler0.23.2间接
npmscheduler0.27.0间接
npmsemver7.7.1间接
npmset-cookie-parser2.7.1间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmsource-map-js1.2.1间接
npmspace-separated-tokens2.0.2间接
npmstringify-entities4.0.4间接
npmstrip-json-comments3.1.1间接
npmstyle-to-js1.1.16间接
npmstyle-to-object1.0.8间接
npmstylis4.3.6间接
npmsupports-color7.2.0间接
npmtabster8.6.0间接
npmtinyglobby0.2.17间接
npmto-regex-range5.0.1间接
npmtough-cookie4.1.4间接
npmtr460.0.3间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmts-api-utils2.1.0间接
npmtslib2.8.1间接
npmtype-check0.4.0间接
npmtypescript3.9.10间接
npmtypescript5.7.3间接
npmtypescript-eslint8.29.1间接
npmunified11.0.5间接
npmunist-util-is6.0.0间接
npmunist-util-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit5.0.0间接
npmunist-util-visit-parents6.0.1间接
npmuniversalify0.2.0间接
npmuri-js4.4.1间接
npmurl-parse1.5.10间接
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npmuuid14.0.1间接
npmvfile6.0.3间接
npmvfile-message4.0.2间接
npmvite8.0.16间接
npmvite8.1.4间接
npmwebidl-conversions3.0.1间接
npmwhatwg-url5.0.0间接
npmwhich2.0.2间接
npmword-wrap1.2.5间接
npmws7.5.11间接
npmyocto-queue0.1.0间接
npmzwitch2.0.4间接
NuGetA2A—间接
NuGetA2A.AspNetCore—间接
NuGetAspire.Azure.AI.OpenAI—间接
NuGetAspire.Azure.Search.Documents—间接
NuGetAspire.Hosting.AppHost—间接
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PyPIaccelerate1.13.0间接
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PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
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PyPIanyio4.12.1间接
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PyPIattrs25.3.0间接
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PyPIav16.1.0间接
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PyPIazure-search-documents11.7.0b2间接
PyPIazure-storage-blob12.25.1间接
PyPIazure-storage-blob12.28.0间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbcrypt5.0.0间接
PyPIbeautifulsoup44.14.3间接
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PyPIboto31.40.76间接
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PyPIclick8.2.1间接
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PyPIdecorator5.2.1间接
PyPIdeprecation2.1.0间接
PyPIdiskcache5.6.3间接
PyPIdistlib0.4.0间接
PyPIdistro1.9.0间接
PyPIdnspython2.7.0间接
PyPIdnspython2.8.0间接
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PyPIdocstring-parser0.17.0间接
PyPIdurationpy0.10间接
PyPIeval-type-backport0.3.1间接
PyPIevaluate—间接
PyPIexceptiongroup1.3.0间接
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PyPIfastjsonschema2.21.2间接
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PyPIflaml2.5.0间接
PyPIflatbuffers25.12.19间接
PyPIfrozenlist1.7.0间接
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PyPIfsspec2026.2.0间接
PyPIgoogle-api-core2.25.2间接
PyPIgoogle-auth2.49.0间接
PyPIgoogle-cloud-aiplatform1.133.0间接
PyPIgoogle-cloud-bigquery3.40.1间接
PyPIgoogle-cloud-core2.5.0间接
PyPIgoogle-cloud-resource-manager1.16.0间接
PyPIgoogle-cloud-storage2.19.0间接
PyPIgoogle-crc32c1.7.1间接
PyPIgoogle-crc32c1.8.0间接
PyPIgoogle-genai1.51.0间接
PyPIgoogle-resumable-media2.8.0间接
PyPIgoogleapis-common-protos1.73.0间接
PyPIgrpc-google-iam-v10.14.3间接
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PyPIgrpcio-status1.71.2间接
PyPIgrpcio-tools1.71.2间接
PyPIh110.16.0间接
PyPIh24.4.1间接
PyPIhf-xet1.6.0间接
PyPIhiredis3.3.0间接
PyPIhpack4.2.0间接
PyPIhttpcore1.0.9间接
PyPIhttpcore22.12.0间接
PyPIhttptools0.7.1间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.1间接
PyPIhttpx-sse0.4.3间接
PyPIhttpx22.12.0间接
PyPIhttpx2-jsfetch1.0间接
PyPIhuggingface-hub1.28.0间接
PyPIhumanfriendly10.0间接
PyPIhyperframe6.1.0间接
PyPIidentify2.6.17间接
PyPIidna3.15间接
PyPIidna3.19间接
PyPIifaddr0.2.0间接
PyPIimportlib-metadata8.7.0间接
PyPIimportlib-metadata8.7.1间接
PyPIimportlib-resources6.5.2间接
PyPIiniconfig2.1.0间接
PyPIiniconfig2.3.0间接
PyPIinvoke2.2.1间接
PyPIipykernel—间接
PyPIipykernel6.31.0间接
PyPIipython8.38.0间接
PyPIipython9.10.0间接
PyPIipython9.11.0间接
PyPIipython-pygments-lexers1.1.1间接
PyPIisodate0.7.2间接
PyPIjedi0.19.2间接
PyPIjiter0.13.0间接
PyPIjiter0.16.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIjsonpath-ng1.8.0间接
PyPIjsonschema4.24.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-path0.3.4间接
PyPIjsonschema-specifications2025.4.1间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjupyter-client8.8.0间接
PyPIjupyter-core5.9.1间接
PyPIjupyterlab-pygments0.3.0间接
PyPIkubernetes35.0.0间接
PyPIlazy-object-proxy1.11.0间接
PyPIlazy-object-proxy1.12.0间接
PyPIlibrt0.8.1间接
PyPIlz44.4.5间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.2间接
PyPImarkupsafe3.0.3间接
PyPImatplotlib-inline0.2.1间接
PyPImcp-simple-auth0.1.0间接
PyPImdurl0.1.2间接
PyPImicrosoft-agents-activity0.8.0间接
PyPImicrosoft-agents-copilotstudio-client0.8.0间接
PyPImicrosoft-agents-hosting-core0.8.0间接
PyPImilvus2.3.5间接
PyPImistralai1.12.4间接
PyPImistune3.3.3间接
PyPIml-dtypes0.4.1间接
PyPImmh35.2.1间接
PyPImore-itertools10.7.0间接
PyPImore-itertools10.8.0间接
PyPImotor3.7.1间接
PyPImpmath1.3.0间接
PyPImsal1.37.0间接
PyPImsal-extensions1.3.1间接
PyPImultidict6.6.3间接
PyPImultidict6.7.1间接
PyPImypy1.19.1间接
PyPImypy-extensions1.1.0间接
PyPInbclient0.10.4间接
PyPInbconvert7.17.1间接
PyPInbformat5.10.4间接
PyPInetworkx3.4.2间接
PyPInetworkx3.6.1间接
PyPInltk—间接
PyPInodeenv1.10.0间接
PyPInodeenv1.9.1间接
PyPInvidia-cublas13.1.1.3间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-cu139.20.0.48间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparselt-cu130.8.1间接
PyPInvidia-nccl-cu132.29.7间接
PyPInvidia-nvjitlink13.0.88间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPIoauthlib3.3.1间接
PyPIollama0.6.1间接
PyPIonnxruntime1.22.1间接
PyPIonnxruntime1.28.0间接
PyPIonnxruntime-genai0.14.1间接
PyPIonnxruntime-genai0.9.0间接
PyPIopenapi-schema-validator0.6.3间接
PyPIopenapi-spec-validator0.7.2间接
PyPIopentelemetry-exporter-otlp-proto-common1.40.0间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.40.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.40.0间接
PyPIopentelemetry-proto1.40.0间接
PyPIopentelemetry-semantic-conventions0.55b1间接
PyPIopentelemetry-semantic-conventions0.61b0间接
PyPIoracledb3.4.2间接
PyPIorjson3.11.7间接
PyPIoverrides7.7.0间接
PyPIpackaging24.2间接
PyPIpackaging25.0间接
PyPIpandas2.3.3间接
PyPIpandocfilters1.5.1间接
PyPIparse1.20.2间接
PyPIparse1.21.1间接
PyPIparso0.8.6间接
PyPIpathable0.4.4间接
PyPIpathspec1.0.4间接
PyPIpexpect4.9.0间接
PyPIpinecone7.3.0间接
PyPIpinecone-plugin-assistant1.8.0间接
PyPIpinecone-plugin-interface0.0.7间接
PyPIplatformdirs4.9.4间接
PyPIpluggy1.6.0间接
PyPIportalocker2.10.1间接
PyPIpre-commit3.8.0间接
PyPIprompt-toolkit3.0.52间接
PyPIpropcache0.3.2间接
PyPIpropcache0.4.1间接
PyPIproto-plus1.27.1间接
PyPIprotobuf5.29.6间接
PyPIprotoc-gen-openapiv20.0.1间接
PyPIpsutil7.2.2间接
PyPIpsycopg3.3.3间接
PyPIpsycopg-binary3.3.3间接
PyPIpsycopg-pool3.3.0间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.3间接
PyPIpyarrow23.0.1间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpybase641.4.3间接
PyPIpycparser2.22间接
PyPIpycparser3.0间接
PyPIpydantic-core2.33.2间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-core2.46.5间接
PyPIpyee13.0.0间接
PyPIpyee13.0.1间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpylibsrtp0.12.0间接
PyPIpylibsrtp1.0.0间接
PyPIpymeta30.5.1间接
PyPIpymilvus2.6.9间接
PyPIpymongo4.14.1间接
PyPIpyodbc5.3.0间接
PyPIpyopenssl26.4.0间接
PyPIpypika0.51.1间接
PyPIpyproject-hooks1.2.0间接
PyPIpyreadline33.5.4间接
PyPIpyright1.1.403间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov7.0.0间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.1.3间接
PyPIpython-dotenv—间接
PyPIpython-dotenv1.2.2间接
PyPIpython-multipart0.0.31间接
PyPIpython-ulid3.1.0间接
PyPIpytz2026.1.post1间接
PyPIpywin32311间接
PyPIpywin32312间接
PyPIpyyaml6.0.2间接
PyPIpyyaml6.0.3间接
PyPIpyzmq27.1.0间接
PyPIqdrant-client1.12.1间接
PyPIredis6.4.0间接
PyPIredisvl0.15.0间接
PyPIreferencing0.36.2间接
PyPIregex2026.2.28间接
PyPIrequests2.33.0间接
PyPIrequests-oauthlib2.0.0间接
PyPIrfc3339-validator0.1.4间接
PyPIrich14.3.3间接
PyPIrpds-py0.26.0间接
PyPIrpds-py0.30.0间接
PyPIrsa4.9.1间接
PyPIruamel-yaml0.18.14间接
PyPIruamel-yaml0.19.1间接
PyPIruamel-yaml-clib0.2.12间接
PyPIruff0.12.2间接
PyPIruff0.15.5间接
PyPIs3transfer0.14.0间接
PyPIsafetensors0.7.0间接
PyPIscikit-learn1.7.2间接
PyPIscikit-learn1.8.0间接
PyPIsemantic-kernel—间接
PyPIsemantic-kernel1.44.1间接
PyPIsentence-transformers5.2.3间接
PyPIsetuptools83.0.0间接
PyPIshellingham1.5.4间接
PyPIsimsimd6.5.16间接
PyPIsix1.17.0间接
PyPIsk-mcp-auth0.1.0间接
PyPIsniffio1.3.1间接
PyPIsnoop0.6.0间接
PyPIsoupsieve2.8.4间接
PyPIsse-starlette2.4.1间接
PyPIsse-starlette3.3.2间接
PyPIstack-data0.6.3间接
PyPIstarlette1.3.1间接
PyPIsympy1.14.0间接
PyPIteams-ai—间接
PyPItenacity9.1.4间接
PyPItermcolor3.3.0间接
PyPIthreadpoolctl3.6.0间接
PyPItiktoken0.12.0间接
PyPItinycss21.4.0间接
PyPItokenizers0.22.2间接
PyPItomli2.2.1间接
PyPItomli2.4.0间接
PyPItorch2.13.0间接
PyPItornado6.5.8间接
PyPItqdm4.67.3间接
PyPItraitlets5.14.3间接
PyPItransformers5.10.1间接
PyPItriton3.7.1间接
PyPItruststore0.10.4间接
PyPItyper0.24.1间接
PyPItypes-cffi1.17.0.20260307间接
PyPItypes-pyopenssl24.1.0.20240722间接
PyPItypes-pyyaml6.0.12.20250915间接
PyPItypes-redis4.6.0.20241004间接
PyPItypes-setuptools82.0.0.20260210间接
PyPItyping-inspection0.4.1间接
PyPItyping-inspection0.4.2间接
PyPItzdata2025.3间接
PyPIunbabel-comet—间接
PyPIurllib32.7.0间接
PyPIusearch2.23.0间接
PyPIuvicorn—间接
PyPIuvicorn0.35.0间接
PyPIuvicorn0.41.0间接
PyPIuvloop0.22.1间接
PyPIvalidators0.35.0间接
PyPIvirtualenv21.2.0间接
PyPIwatchfiles1.1.1间接
PyPIwcwidth0.6.0间接
PyPIweaviate-client4.18.3间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.9.0间接
PyPIwerkzeug3.1.6间接
PyPIyarl1.20.1间接
PyPIyarl1.23.0间接
PyPIzipp3.23.0间接
依赖安全公告 1

安装 pypi:semantic-kernel@1.44.1 会引入 92 个包（直接与传递）：其中 1 个存在已知公告，0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
werkzeug3.1.1间接中63.1.6

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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与 microsoft/semantic-kernel 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.