公开记录
软件健康报告模式 0.31.0 · 指标 2.10.0 · 2026-08-05 02:21 UTC

microsoft / semantic-kernel

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

C# · PythonMIT★ 28,419 星标⑂ 4,706 复刻始于 2023年2月在 GitHub 上查看 ↗
类型MCP 服务器如何判定

microsoft/semantic-kernel 的健康指数为 100 分中的 98 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(59/100)。 最近一次更新在今天。 近期的大部分工作由 7 位贡献者完成。

98
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。

98
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 88 经校准后在公布的指数量表上为 98(记录校准 2026-08-02)。

所有权

Microsoft组织
126,873 关注者8,243 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-kernel1.44.0-13628 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%
评分方式
36/36推送新近度最近一次推送于 0 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 373 次提交
10/10OpenSSF Scorecard:Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year373
human_commit_share0.71
days_since_last_push0
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 28 天前
27/27发布节奏约每 7.8 天发布一次
0/10OpenSSF Scorecard:Signed-ReleasesProject has not signed or included provenance with any releases.
所用输入
releases_count100
latest_release_tagdotnet-1.78.0
releases_from_tags
days_since_latest_release28
mean_days_between_releases7.8

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%
评分方式
60/60星标28,419 个星标
25/25复刻4,706 个复刻
13.7/15关注者296 位关注者
所用输入
forks4,706
stars28,419
watchers296
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
has_license
readme_badges4
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_servicesshields.io
has_pull_request_template

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%
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 11% 的提交
13.5/13.5贡献者广度98 位贡献者
10/10OpenSSF Scorecard:Contributorsproject has 15 contributing companies or organizations
所用输入
bus_factor7
contributors_sampled98
top_contributor_share0.106
评分方式
41.1/42议题解决98% 的议题已关闭
24.1/30PR 接受已裁定的 PR 中 5,595/6,960 已合并
1.9/13Newcomer PR acceptance30 天内首次贡献者的 PR 已合并 1/7
15/15OpenSSF Scorecard:Code-Reviewall changesets reviewed
所用输入
merged_prs5,595
open_issues103
closed_issues4,837
prs_merged_7d4
prs_decided_7d7
prs_merged_30d10
prs_decided_30d16
issue_closed_ratio0.979
closed_unmerged_prs1,365
first_time_authors_30d5
first_time_prs_merged_30d1
first_time_prs_decided_30d7
评分方式
30/30所有权背书组织持有
0/20已验证域名未读取该组织的域名验证状态
25/25所有者影响力microsoft 有 126,873 位关注者
25/25既往记录8,243 个公开仓库,账户约 12 年
所用输入
followers126,873
owner_typeOrganization
is_verified
owner_loginmicrosoft
public_repos8,243
account_age_days4,620
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
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 28 天前
20/20版本历史136 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
min_days_since_publish28

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21 个工作流
24/24存在测试
16/16Linter 配置eslint.config.js
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

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
homepagehttps://aka.ms/semantic-kernel
docs_sitehttps://aka.ms/semantic-kernel
has_readme
has_docs_dir
has_description

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?

59中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifactsno binaries found in the repo
6.8/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practicesbadge detected: InProgress
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 15 contributing companies or organizations
0/10Dangerous-Workflowdangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5许可证license file detected
7.5/7.5Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging无数据
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
3.5/5SASTSAST tool detected but not run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities93 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.3
已排除计分(无数据或不适用):Packaging。 其余权重已重新归一化。
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 246 天前
所用输入
sourceosv
advisories6
affected_packages1
assessed_packages93
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages0
比对的是 pypi:semantic-kernel@1.44.0 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 93 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。

78良好 · 占总体的 4%
评分方式
0/45代理指令没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
40/40可读的提交历史71 次人类提交中有 71 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
llms_txt_url
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
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
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 51 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 29 次为自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespackage-lock.json, uv.lock, yarn.lock
has_dockerfile
typed_language
bootstrap_filespython/Makefile
has_devcontainer
has_linter_config
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_share0.51
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, 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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/AzureAISearch/AzureAISearch.csproj, dotnet/src/VectorData/Chroma/Chroma.csproj, dotnet/src/VectorData/CosmosMongoDB/CosmosMongoDB.csproj, dotnet/src/VectorData/CosmosNoSql/CosmosNoSql.csproj, dotnet/src/VectorData/InMemory/InMemory.csproj, dotnet/src/VectorData/Milvus/Milvus.csproj, dotnet/src/VectorData/MongoDB/MongoDB.csproj, dotnet/src/VectorData/PgVector/PgVector.csproj, dotnet/src/VectorData/Pinecone/Pinecone.csproj, dotnet/src/VectorData/Qdrant/Qdrant.csproj, dotnet/src/VectorData/Redis/Redis.csproj, dotnet/src/VectorData/SqlServer/SqlServer.csproj, dotnet/src/VectorData/SqliteVec/SqliteVec.csproj, dotnet/src/VectorData/Weaviate/Weaviate.csproj, dotnet/test/VectorData/AzureAISearch.ConformanceTests/AzureAISearch.ConformanceTests.csproj, dotnet/test/VectorData/AzureAISearch.UnitTests/AzureAISearch.UnitTests.csproj, dotnet/test/VectorData/Chroma.UnitTests/Chroma.UnitTests.csproj, dotnet/test/VectorData/CosmosMongoDB.ConformanceTests/CosmosMongoDB.ConformanceTests.csproj, dotnet/test/VectorData/CosmosMongoDB.UnitTests/CosmosMongoDB.UnitTests.csproj, dotnet/test/VectorData/CosmosNoSql.ConformanceTests/CosmosNoSql.ConformanceTests.csproj, dotnet/test/VectorData/CosmosNoSql.UnitTests/CosmosNoSql.UnitTests.csproj, dotnet/test/VectorData/InMemory.ConformanceTests/InMemory.ConformanceTests.csproj, dotnet/test/VectorData/InMemory.UnitTests/InMemory.UnitTests.csproj, dotnet/test/VectorData/MongoDB.ConformanceTests/MongoDB.ConformanceTests.csproj, dotnet/test/VectorData/MongoDB.UnitTests/MongoDB.UnitTests.csproj, dotnet/test/VectorData/PgVector.ConformanceTests/PgVector.ConformanceTests.csproj, dotnet/test/VectorData/PgVector.UnitTests/PgVector.UnitTests.csproj, dotnet/test/VectorData/Pinecone.ConformanceTests/Pinecone.ConformanceTests.csproj, dotnet/test/VectorData/Pinecone.UnitTests/Pinecone.UnitTests.csproj, dotnet/test/VectorData/Qdrant.ConformanceTests/Qdrant.ConformanceTests.csproj, dotnet/test/VectorData/Qdrant.UnitTests/Qdrant.UnitTests.csproj, dotnet/test/VectorData/Redis.ConformanceTests/Redis.ConformanceTests.csproj, dotnet/test/VectorData/Redis.UnitTests/Redis.UnitTests.csproj, dotnet/test/VectorData/SqlServer.ConformanceTests/SqlServer.ConformanceTests.csproj, dotnet/test/VectorData/SqliteVec.ConformanceTests/SqliteVec.ConformanceTests.csproj, dotnet/test/VectorData/SqliteVec.UnitTests/SqliteVec.UnitTests.csproj, dotnet/test/VectorData/VectorData.ConformanceTests/VectorData.ConformanceTests.csproj, dotnet/test/VectorData/Weaviate.ConformanceTests/Weaviate.ConformanceTests.csproj, dotnet/test/VectorData/Weaviate.UnitTests/Weaviate.UnitTests.csproj
dependency_bot_commit_share0.29
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 4,232 个源文件中有 10 个超过 60KB
所用输入
primary_languageC#
largest_source_bytes112,844
source_files_sampled4,232
oversized_source_files10
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
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

28,419GitHub 星标
98贡献者
373最近 12 个月提交数
0距最近推送天数
100发布版本数
7巴士系数(bus factor)
103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

更多细节

Star 与 Fork 历史 0 ★ / 4,706 ⇿
0Star
4,706Fork
57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。

3,5003,7504,0004,2504,5004,7504,706152025-062026-012026-08
主版本 0次版本 0修订 0

每个点涵盖 2 天。

OpenSSF Scorecard 5.3 / 10
5.3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 · 2026-08-05 02:21 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
10Code-Reviewall changesets reviewed
10Contributorsproject has 15 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 0 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
0Vulnerabilities93 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 1,036

来自 GitHub 依赖图的完整解析依赖集合:42 个直接依赖与 994 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
PyPIaiohttp3.14.1直接
PyPIaiortc1.13.0直接
PyPIaiortc1.14.0直接
PyPIazure-ai-agents1.0.2直接
PyPIazure-ai-agents1.2.0b6直接
PyPIazure-ai-projects1.0.0直接
PyPIazure-ai-projects1.0.0b12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
PyPImcp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
PyPIopenai1.93.3直接
PyPIopenai2.26.0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
PyPIpydantic-settings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
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PyPIjedi0.19.2间接
PyPIjiter0.10.0间接
PyPIjiter0.13.0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
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
PyPImistune3.3.0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
PyPImsal1.35.1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
PyPIprotobuf6.33.5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
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
PyPIpyopenssl26.2.0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-kernel1.32.2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-starlette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
PyPItornado6.5.7间接
PyPItqdm4.67.1间接
PyPItqdm4.67.3间接
PyPItraitlets5.14.3间接
PyPItransformers4.57.6间接
PyPItriton3.7.1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@1.44.0 会引入 93 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

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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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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 v0.31.0—— 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.