公开记录
软件健康报告模式 0.27.0 · 指标 2.10.0 · 2026-07-28 04:02 UTC

sipyourdrink-ltd / bernstein

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identically. Signed lineage plus an opt-in HMAC audit chain a reviewer checks offline, without rerunning it. Cluster mode, air-gap deploy. https://bernstein.run

PythonApache-2.0★ 741 星标⑂ 78 复刻始于 2026年3月在 GitHub 上查看 ↗
类型网络服务MCP 服务器命令行工具库网页界面终端界面如何判定
#ai-agents#mcp-server#claude-code#model-context-protocol#coding-agent#python#agent-orchestrator#aider#codex-cli#multi-agent#deterministic-scheduler#hmac-audit#parallel-worktrees#deterministic-replay#air-gap#audit-trail#provenance#reproducibility#gemini-cli#git-worktree

sipyourdrink-ltd/bernstein 的健康指数为 100 分中的 92 分，处于「优秀」区间。 其得分最高的类别是AI Readiness（93/100），最低的是Sustainability & Governance（64/100）。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

92
总分 / 100
优秀

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。

92
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 78 经校准后在公布的指数量表上为 92（记录校准 2026-08-02）。

所有权

Sip Your Drink Ltd组织
11 关注者24 个公开仓库始于 2026年3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标签
PyPIbernstein3.10.0-1452 天前agentsaiauditautomationclicodingdeterministicdevtoolslineagellmmulti-agentorchestrationprovenancereplayworktree

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？

82优秀 · 占总体的 21%

开发活跃度

76良好
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
11.8/36提交节奏 — 52 周中有 17 周有提交
18/18提交量 — 最近一年 4,050 次提交
10/10OpenSSF Scorecard：Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year4,050
human_commit_share0.93
days_since_last_push0
active_weeks_last_year17

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 2 天前
27/27发布节奏 — 约每 1 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_tagv3.10.0
releases_from_tags否
days_since_latest_release2
mean_days_between_releases1

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？

79良好 · 占总体的 17%

流行度与采用

67良好
评分方式
46.5/60星标 — 741 个星标
15.7/25复刻 — 78 个复刻
5/15关注者 — 9 位关注者
所用输入
forks78
stars741
watchers9
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（Apache-2.0）
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_badges—
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_services—
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？

64中等 · 占总体的 23%

维护者韧性（巴士系数）

29存在风险
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0.7/22.5提交分布 — 头号贡献者编写了 97% 的提交
13.5/13.5贡献者广度 — 33 位贡献者
6/10OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6
所用输入
bus_factor1
contributors_sampled33
top_contributor_share0.969

议题与 PR 响应能力

79良好
评分方式
39.6/42议题解决 — 94% 的议题已关闭
27.3/30PR 接受 — 已裁定的 PR 中 1,759/1,936 已合并
0/13Newcomer PR acceptance — 30 天内没有首次贡献者的 PR 得到裁决
1.5/15OpenSSF Scorecard：Code-Review — Found 4/26 approved changesets -- score normalized to 1
所用输入
merged_prs1,759
open_issues69
closed_issues1,155
prs_merged_7d—
prs_decided_7d—
prs_merged_30d—
prs_decided_30d—
issue_closed_ratio0.944
closed_unmerged_prs177
first_time_authors_30d—
first_time_prs_merged_30d—
first_time_prs_decided_30d—
已排除计分（无数据或不适用）：Newcomer PR acceptance。 其余权重已重新归一化。

所有权与托管责任

61中等
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
7.8/25所有者影响力 — sipyourdrink-ltd 有 11 位关注者
10.8/25既往记录 — 24 个公开仓库，账户约 0 年
所用输入
followers11
owner_typeOrganization
is_verified—
owner_loginsipyourdrink-ltd
public_repos24
account_age_days121
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。

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 2 天前
20/20版本历史 — 145 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
packagesbernstein
ecosystemspypi
any_deprecated否
min_days_since_publish2

工程质量

基础的工程与文档实践是否到位？

92优秀 · 占总体的 19%

工程实践

94卓越
评分方式
24/24CI 工作流 — 62 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
所用输入
has_ci是
has_tests是
has_editorconfig否
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://bernstein.run
10/10仓库描述
10/10主题标签 — 20 个主题标签
0/10Wiki
所用输入
topicsai-agents, mcp-server, claude-code, model-context-protocol, coding-agent, python, agent-orchestrator, aider, codex-cli, multi-agent, deterministic-scheduler, hmac-audit, parallel-worktrees, deterministic-replay, air-gap, audit-trail, provenance, reproducibility, gemini-cli, git-worktree
has_wiki否
homepagehttps://bernstein.run
docs_sitehttps://bernstein.run
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？

74良好 · 占总体的 16%

安全态势

68良好
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 29 out of 29 merged PRs checked by a CI test -- score normalized to 10
0.5/2.5CII-Best-Practices — badge detected: InProgress
0.8/7.5Code-Review — Found 4/26 approved changesets -- score normalized to 1
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
4.5/5SAST — 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
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate6.8

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
25/25间接依赖不含已知公告 — 没有间接依赖携带已知公告
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
advisories0
affected_packages0
assessed_packages83
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
已排除计分（无数据或不适用）：没有长期未处理的公告。 其余权重已重新归一化。 比对的是 pypi:bernstein@3.10.0 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 83 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。

93卓越 · 占总体的 4%

AI 代理上下文与指引

100卓越
评分方式
45/45代理指令 — .aider.conf.yml, .cursor/rules/architecture.mdc, .cursor/rules/build-test.mdc, .cursor/rules/documentation-duty.mdc, .cursor/rules/git-workflow.mdc, .cursor/rules/module-map.mdc, .cursor/rules/overview.mdc, .cursor/rules/roles.mdc, .cursor/rules/setup.mdc, .github/copilot-instructions.md, .goosehints, AGENTS.md, CLAUDE.md, docs/adapters/gemini.md
15/15机器可读文档（llms.txt） — 存在 llms.txt
40/40可读的提交历史 — 93 次人类提交中有 93 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_url—
legible_history_share1
agent_instruction_files.aider.conf.yml, .cursor/rules/architecture.mdc, .cursor/rules/build-test.mdc, .cursor/rules/documentation-duty.mdc, .cursor/rules/git-workflow.mdc, .cursor/rules/module-map.mdc, .cursor/rules/overview.mdc, .cursor/rules/roles.mdc, .cursor/rules/setup.mdc, .github/copilot-instructions.md, .goosehints, AGENTS.md, CLAUDE.md, docs/adapters/gemini.md
agent_instruction_max_bytes31,891

验证循环（构建 / 测试 / 类型检查）

89优秀
评分方式
18/18一条命令的引导启动 — examples/lineage/Makefile, templates/demo/Makefile
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — packages/vscode/tsconfig.json, sdk/typescript/tsconfig.json, web/tsconfig.json
10/10可复现环境 — devcontainer, Dockerfile, lockfile
0/10已体现的代理实践 — 最近 100 次提交中没有代理编写的提交
8/8自动化维护 — 最近 100 次提交中有 5 次为自动依赖更新
9/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
所用输入
has_nix否
has_tests是
lockfilespackage-lock.json, uv.lock
has_dockerfile是
typed_language否
bootstrap_filesexamples/lineage/Makefile, templates/demo/Makefile
has_devcontainer是
has_linter_config是
typecheck_configspackages/vscode/tsconfig.json, sdk/typescript/tsconfig.json, web/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.05

面向模型的代码可读性

82优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（packages/vscode/tsconfig.json, sdk/typescript/tsconfig.json, web/tsconfig.json）
54.5/55可控的文件大小 — 采样的 4,540 个源文件中有 43 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes905,270
source_files_sampled4,540
oversized_source_files43

机器可读接口

100卓越
评分方式
40/40API 模式（OpenAPI/GraphQL/proto） — docs/reference/openapi.json, proto/bernstein/v1/cluster.proto, proto/bernstein/v1/tasks.proto
20/20MCP 服务器
40/40可运行示例 — examples, recipes
所用输入
example_dirsexamples, recipes
has_mcp_signal是
api_schema_filesdocs/reference/openapi.json, proto/bernstein/v1/cluster.proto, proto/bernstein/v1/tasks.proto
interfaces_expected_ofnetwork-service

关键数据

741GitHub 星标
33贡献者
4,050最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数（bus factor）
69开放议题
npm, 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
  • Could not fetch pypi package 'bernstein-verify' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 78 ⇿
0Star
78Fork
100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。

0204060807852026-032026-052026-07
主版本 2次版本 32修订 66
OpenSSF Scorecard 6.8 / 10
6.8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 · 2026-07-28 04:02 UTC

10Binary-Artifactsno binaries found in the repo
1Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests29 out of 29 merged PRs checked by a CI test -- score normalized to 10
2CII-Best-Practicesbadge detected: InProgress
1Code-ReviewFound 4/26 approved changesets -- score normalized to 1
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
9SASTSAST 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
8Vulnerabilities2 existing vulnerabilities detected
直接依赖 54
注册表软件包版本约束清单文件
PyPIfastapi>=0.115pyproject.toml
PyPIstarlette>=1.0.1pyproject.toml
PyPIuvicorn>=0.30pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIcryptography>=45.0.7pyproject.toml
PyPIpyyaml>=6.0pyproject.toml
PyPIrich>=13.0pyproject.toml
PyPItextual>=1.0pyproject.toml
PyPIclick>=8.3.3pyproject.toml
PyPIopenai>=2.36.0pyproject.toml
PyPIpydantic-settings>=2.13.1pyproject.toml
PyPIpython-dotenv>=1.2.2pyproject.toml
PyPIsetproctitle>=1.3pyproject.toml
PyPIprometheus-client>=0.21pyproject.toml
PyPIpluggy>=1.5pyproject.toml
PyPImcp>=1.28.1,<2pyproject.toml
PyPIwatchdog>=4.0pyproject.toml
PyPIopentelemetry-api>=1.41.1pyproject.toml
PyPIopentelemetry-sdk>=1.41.1pyproject.toml
PyPIopentelemetry-exporter-otlp>=1.41.1pyproject.toml
PyPIpillow>=12.3.0pyproject.toml
PyPIpyfiglet>=1.0pyproject.toml
PyPIterminaltexteffects>=0.11pyproject.toml
PyPIwebsockets>=14.0pyproject.toml
PyPIsignxml>=4.0pyproject.toml
PyPIdefusedxml>=0.7.1pyproject.toml
PyPIkeyring>=25.0pyproject.toml
PyPIjsonschema>=4.20pyproject.toml
PyPIasn1crypto>=1.5pyproject.toml
PyPIcbor2>=5.6pyproject.toml
PyPIreportlab>=5,<6pyproject.toml
PyPIpython-frontmatter>=1.1pyproject.toml
PyPIidna>=3.15pyproject.toml
PyPIpackaging>=24pyproject.toml
PyPIcryptography>=43verify_cli/pyproject.toml
PyPIclick>=8.1verify_cli/pyproject.toml
npm@radix-ui/react-dialog^1.1.6web/package.json
npm@radix-ui/react-dropdown-menu^2.1.6web/package.json
npm@radix-ui/react-scroll-area^1.2.3web/package.json
npm@radix-ui/react-separator^1.1.2web/package.json
npm@radix-ui/react-slot^1.1.2web/package.json
npm@radix-ui/react-tabs^1.1.3web/package.json
npm@radix-ui/react-toast^1.2.6web/package.json
npm@tanstack/react-query^5.66.0web/package.json
npmclass-variance-authority^0.7.1web/package.json
npmclsx^2.1.1web/package.json
npmcmdk^1.0.4web/package.json
npmlucide-react^1.0.0web/package.json
npmreact^19.0.0web/package.json
npmreact-dom^19.0.0web/package.json
npmreact-router^8.3.0web/package.json
npmrecharts^3.8.1web/package.json
npmtailwind-merge^3.0.0web/package.json
npmtailwindcss-animate^1.0.7web/package.json
全部依赖 1,140

来自 GitHub 依赖图的完整解析依赖集合：60 个直接依赖与 1,080 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
npm@radix-ui/react-dialog1.1.20直接
npm@radix-ui/react-dropdown-menu2.1.21直接
npm@radix-ui/react-scroll-area1.2.15直接
npm@radix-ui/react-separator1.1.12直接
npm@radix-ui/react-slot1.3.0直接
npm@radix-ui/react-tabs1.1.18直接
npm@radix-ui/react-toast1.2.20直接
npm@tanstack/react-query5.101.2直接
npmclass-variance-authority0.7.1直接
npmclsx2.1.1直接
npmcmdk1.1.1直接
npmlucide-react1.25.0直接
npmreact19.2.7直接
npmreact-dom19.2.7直接
npmreact-router8.3.0直接
npmrecharts3.9.2直接
npmtailwind-merge3.6.0直接
npmtailwindcss-animate1.0.7直接
PyPIasn1crypto1.5.1直接
PyPIcbor25.9.0直接
PyPIclick—直接
PyPIclick8.3.3直接
PyPIclick8.4.2直接
PyPIcryptography—直接
PyPIcryptography49.0.0直接
PyPIdefusedxml0.7.1直接
PyPIfastapi—直接
PyPIfastapi0.135.2直接
PyPIhttpx—直接
PyPIhttpx0.28.1直接
PyPIidna3.15直接
PyPIidna3.18直接
PyPIjsonschema4.25.1直接
PyPIkeyring25.7.0直接
PyPImcp1.28.1直接
PyPIopenai2.36.0直接
PyPIopentelemetry-api1.41.1直接
PyPIopentelemetry-exporter-otlp1.41.1直接
PyPIopentelemetry-sdk1.41.1直接
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npmgraceful-fs4.2.11间接
npmhandlebars4.7.9间接
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npmhosted-git-info7.0.2间接
npmhtml-escaper2.0.2间接
npmhtmlparser210.1.0间接
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npmhttps-proxy-agent7.0.6间接
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npmjest-each30.4.1间接
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npmjest-leak-detector30.4.1间接
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npmjest-runner30.4.2间接
npmjest-runtime30.4.2间接
npmjest-snapshot30.4.1间接
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npmjest-validate30.4.1间接
npmjest-watcher30.4.1间接
npmjest-worker30.4.1间接
npmjiti1.21.7间接
npmjs-tokens4.0.0间接
npmjs-yaml3.15.0间接
npmjs-yaml4.3.0间接
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npmjson-schema-traverse1.0.0间接
npmjson52.2.3间接
npmjsonc-parser3.3.1间接
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npmjsonwebtoken9.0.3间接
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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
npmlilconfig3.1.3间接
npmlines-and-columns1.2.4间接
npmlinkify-it5.0.2间接
npmlocate-path5.0.0间接
npmlodash4.18.1间接
npmlodash.includes4.3.0间接
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npmlodash.isnumber3.0.3间接
npmlodash.isplainobject4.0.6间接
npmlodash.isstring4.0.1间接
npmlodash.memoize4.1.2间接
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npmlru-cache10.4.3间接
npmlru-cache11.4.0间接
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npmmake-dir4.0.0间接
npmmake-error1.3.6间接
npmmakeerror1.0.12间接
npmmarkdown-it14.2.0间接
npmmath-intrinsics1.1.0间接
npmmdurl2.0.0间接
npmmerge-stream2.0.0间接
npmmerge21.4.1间接
npmmicromatch4.0.8间接
npmmime1.6.0间接
npmmime-db1.52.0间接
npmmime-types2.1.35间接
npmmimic-fn2.1.0间接
npmmimic-response3.1.0间接
npmminimatch10.2.5间接
npmminimatch3.1.5间接
npmminimatch9.0.9间接
npmminimist1.2.8间接
npmminipass7.1.3间接
npmmkdirp-classic0.5.3间接
npmms2.1.3间接
npmmute-stream0.0.8间接
npmmz2.7.0间接
npmnanoid3.3.12间接
npmnanoid3.3.16间接
npmnapi-build-utils2.0.0间接
npmnapi-postinstall0.3.4间接
npmnatural-compare1.4.0间接
npmneo-async2.6.2间接
npmnode-abi3.89.0间接
npmnode-addon-api4.3.0间接
npmnode-int640.4.0间接
npmnode-releases2.0.50间接
npmnode-releases2.0.51间接
npmnode-sarif-builder3.4.0间接
npmnormalize-package-data6.0.2间接
npmnormalize-path3.0.0间接
npmnpm-run-path4.0.1间接
npmnth-check2.1.1间接
npmobject-assign4.1.1间接
npmobject-hash3.0.0间接
npmobject-inspect1.13.4间接
npmobject-keys1.1.1间接
npmonce1.4.0间接
npmonetime5.1.2间接
npmopen10.2.0间接
npmovsx1.0.2间接
npmp-limit2.3.0间接
npmp-limit3.1.0间接
npmp-locate4.1.0间接
npmp-map7.0.4间接
npmp-try2.2.0间接
npmpackage-json-from-dist1.0.1间接
npmparse-json5.2.0间接
npmparse-json8.3.0间接
npmparse-semver1.1.1间接
npmparse57.3.0间接
npmparse5-htmlparser2-tree-adapter7.1.0间接
npmparse5-parser-stream7.1.2间接
npmpath-exists4.0.0间接
npmpath-is-absolute1.0.1间接
npmpath-key3.1.1间接
npmpath-parse1.0.7间接
npmpath-scurry1.11.1间接
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npmpath-type6.0.0间接
npmpend1.2.0间接
npmpicocolors1.1.1间接
npmpicomatch2.3.2间接
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npmpify2.3.0间接
npmpirates4.0.7间接
npmpkg-dir4.2.0间接
npmpluralize2.0.0间接
npmpluralize8.0.0间接
npmpostcss8.5.19间接
npmpostcss8.5.20间接
npmpostcss-import15.1.0间接
npmpostcss-js4.1.0间接
npmpostcss-load-config6.0.1间接
npmpostcss-nested6.2.0间接
npmpostcss-selector-parser6.1.4间接
npmpostcss-value-parser4.2.0间接
npmprebuild-install7.1.3间接
npmpretty-format30.4.1间接
npmpump3.0.4间接
npmpunycode.js2.3.1间接
npmpure-rand7.0.1间接
npmqs6.15.2间接
npmqueue-microtask1.2.3间接
npmrc1.2.8间接
npmrc-config-loader4.1.4间接
npmreact-is18.3.1间接
npmreact-is19.2.6间接
npmreact-redux9.2.0间接
npmreact-remove-scroll2.7.2间接
npmreact-remove-scroll-bar2.3.8间接
npmreact-style-singleton2.2.3间接
npmread1.0.7间接
npmread-cache1.0.0间接
npmread-pkg9.0.1间接
npmreadable-stream3.6.2间接
npmreaddirp3.6.0间接
npmredux5.0.1间接
npmredux-thunk3.1.0间接
npmrequire-directory2.1.1间接
npmrequire-from-string2.0.2间接
npmreselect5.2.0间接
npmresolve1.22.12间接
npmresolve-cwd3.0.0间接
npmresolve-from5.0.0间接
npmreusify1.1.0间接
npmrolldown1.1.5间接
npmrun-applescript7.1.0间接
npmrun-parallel1.2.0间接
npmsafe-buffer5.2.1间接
npmsafer-buffer2.1.2间接
npmsax1.6.0间接
npmscheduler0.27.0间接
npmsecretlint10.2.2间接
npmsemver5.7.2间接
npmsemver6.3.1间接
npmsemver7.8.0间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmside-channel1.1.0间接
npmside-channel-list1.0.0间接
npmside-channel-map1.0.1间接
npmside-channel-weakmap1.0.2间接
npmsignal-exit3.0.7间接
npmsignal-exit4.1.0间接
npmsimple-concat1.0.1间接
npmsimple-get4.0.1间接
npmsimple-invariant2.0.1间接
npmslash3.0.0间接
npmslash5.1.0间接
npmslice-ansi4.0.0间接
npmsource-map0.6.1间接
npmsource-map-js1.2.1间接
npmsource-map-support0.5.13间接
npmspdx-correct3.2.0间接
npmspdx-exceptions2.5.0间接
npmspdx-expression-parse3.0.1间接
npmspdx-license-ids3.0.23间接
npmsprintf-js1.0.3间接
npmstack-utils2.0.6间接
npmstring-length4.0.2间接
npmstring-width4.2.3间接
npmstring-width5.1.2间接
npmstring_decoder1.3.0间接
npmstrip-ansi6.0.1间接
npmstrip-ansi7.2.0间接
npmstrip-bom4.0.0间接
npmstrip-final-newline2.0.0间接
npmstrip-json-comments2.0.1间接
npmstrip-json-comments3.1.1间接
npmstructured-source4.0.0间接
npmsucrase3.35.1间接
npmsupports-color7.2.0间接
npmsupports-color8.1.1间接
npmsupports-hyperlinks3.2.0间接
npmsupports-preserve-symlinks-flag1.0.0间接
npmsynckit0.11.12间接
npmtable6.9.0间接
npmtailwindcss3.4.19间接
npmtar-fs2.1.4间接
npmtar-stream2.2.0间接
npmterminal-link4.0.0间接
npmtest-exclude6.0.0间接
npmtext-table0.2.0间接
npmtextextensions6.11.0间接
npmthenify3.3.1间接
npmthenify-all1.6.0间接
npmtiny-invariant1.3.3间接
npmtinyglobby0.2.17间接
npmtmp0.2.7间接
npmtmpl1.0.5间接
npmto-regex-range5.0.1间接
npmts-interface-checker0.1.13间接
npmts-jest29.4.11间接
npmtslib2.8.1间接
npmtunnel0.0.6间接
npmtunnel-agent0.6.0间接
npmtype-detect4.0.8间接
npmtype-fest0.21.3间接
npmtype-fest4.41.0间接
npmtyped-rest-client1.8.11间接
npmtypescript6.0.3间接
npmtypescript7.0.2间接
npmtypescript^7.0.0间接
npmuc.micro2.1.0间接
npmuglify-js3.19.3间接
npmunderscore1.13.8间接
npmundici7.28.0间接
npmundici-types7.18.2间接
npmunicorn-magic0.1.0间接
npmunicorn-magic0.3.0间接
npmuniversalify2.0.1间接
npmunrs-resolver1.12.2间接
npmupdate-browserslist-db1.2.3间接
npmurl-join4.0.1间接
npmuse-callback-ref1.3.3间接
npmuse-sidecar1.1.3间接
npmuse-sync-external-store1.6.0间接
npmutil-deprecate1.0.2间接
npmuuid14.0.0间接
npmv8-to-istanbul9.3.0间接
npmvalidate-npm-package-license3.0.4间接
npmversion-range4.15.0间接
npmvictory-vendor37.3.6间接
npmvite8.1.5间接
npmwalker1.0.8间接
npmwhatwg-encoding3.1.1间接
npmwhatwg-mimetype4.0.0间接
npmwhich2.0.2间接
npmwordwrap1.0.0间接
npmwrangler^4.14.4间接
npmwrap-ansi7.0.0间接
npmwrap-ansi8.1.0间接
npmwrappy1.0.2间接
npmwrite-file-atomic5.0.1间接
npmwsl-utils0.1.0间接
npmxml2js0.5.0间接
npmxmlbuilder11.0.1间接
npmy18n5.0.8间接
npmyallist3.1.1间接
npmyallist4.0.0间接
npmyargs17.7.2间接
npmyargs-parser21.1.1间接
npmyauzl3.3.0间接
npmyauzl-promise4.0.0间接
npmyazl2.5.1间接
npmyocto-queue0.1.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.14.1间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIast-serialize0.6.0间接
PyPIattrs26.1.0间接
PyPIaudioop-lts0.2.2间接
PyPIazure-core1.39.0间接
PyPIazure-storage-blob12.28.0间接
PyPIbabel2.18.0间接
PyPIbackrefs7.0间接
PyPIbandit1.9.4间接
PyPIbeartype0.22.9间接
PyPIbernstein—间接
PyPIbernstein3.11.0间接
PyPIbernstein-sdk—间接
PyPIbernstein-sdk0.1.0间接
PyPIboolean-py5.0间接
PyPIbotbuilder-core4.17.1间接
PyPIbotbuilder-schema4.17.1间接
PyPIbotframework-connector4.17.1间接
PyPIbotframework-streaming4.17.1间接
PyPIboto31.43.6间接
PyPIboto3-stubs1.43.56间接
PyPIbotocore1.43.6间接
PyPIbotocore-stubs1.43.14间接
PyPIcachecontrol0.14.4间接
PyPIcairocffi1.7.1间接
PyPIcairosvg2.9.0间接
PyPIcattrs26.1.0间接
PyPIcertifi2026.2.25间接
PyPIcertifi2026.6.17间接
PyPIcffi2.0.0间接
PyPIcffi2.1.0间接
PyPIchardet7.4.3间接
PyPIcharset-normalizer3.4.6间接
PyPIcharset-normalizer3.4.9间接
PyPIcolorama0.4.6间接
PyPIcoverage7.13.5间接
PyPIcrosshair-tool0.0.104间接
PyPIcsscompressor0.9.5间接
PyPIcssselect20.9.0间接
PyPIcyclonedx-python-lib11.7.0间接
PyPIdatasets4.8.5间接
PyPIdiff-cover10.2.0间接
PyPIdill0.4.1间接
PyPIdiscord-py2.7.1间接
PyPIdistro1.9.0间接
PyPIdocker7.1.0间接
PyPIdockerfile-parse2.0.1间接
PyPIdurationpy0.10间接
PyPIe2b2.6.1间接
PyPIe2b-code-interpreter2.3.0间接
PyPIfilelock3.29.0间接
PyPIflask—间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2026.2.0间接
PyPIghp-import2.1.0间接
PyPIgoogle-api-core2.30.3间接
PyPIgoogle-auth2.49.2间接
PyPIgoogle-cloud-core2.5.1间接
PyPIgoogle-cloud-storage3.10.1间接
PyPIgoogle-crc32c1.8.0间接
PyPIgoogle-resumable-media2.8.2间接
PyPIgoogleapis-common-protos1.73.1间接
PyPIgraphql-core3.2.8间接
PyPIgriffelib2.0.2间接
PyPIgrimp3.14间接
PyPIgrpcio1.80.0间接
PyPIgrpcio-reflection1.80.0间接
PyPIgrpcio-tools1.80.0间接
PyPIgrpclib0.4.9间接
PyPIh110.16.0间接
PyPIh24.3.0间接
PyPIharfile0.4.0间接
PyPIhatchling—间接
PyPIhf-xet1.5.0间接
PyPIhpack4.1.0间接
PyPIhtmlmin20.1.13间接
PyPIhttpcore1.0.9间接
PyPIhttpx-sse0.4.3间接
PyPIhuggingface-hub1.14.0间接
PyPIhyperframe6.1.0间接
PyPIhypothesis6.151.11间接
PyPIhypothesis-graphql0.12.0间接
PyPIhypothesis-jsonschema0.23.1间接
PyPIimport-linter2.11间接
PyPIimportlib-metadata8.7.1间接
PyPIimportlib-resources7.1.0间接
PyPIiniconfig2.3.0间接
PyPIisodate0.7.2间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.4.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIjiter0.13.0间接
PyPIjmespath1.1.0间接
PyPIjoblib1.5.3间接
PyPIjsmin3.0.1间接
PyPIjsonpickle3.4.2间接
PyPIjsonschema-rs0.46.4间接
PyPIjsonschema-specifications2025.9.1间接
PyPIjunit-xml1.9间接
PyPIkubernetes35.0.0间接
PyPIlibcst1.8.6间接
PyPIlibrt0.13.0间接
PyPIlicense-expression30.4.4间接
PyPIlinkify-it-py2.1.0间接
PyPIlsprotocol2025.0.0间接
PyPIlxml6.1.0间接
PyPIlxml-stubs0.5.1间接
PyPImarkdown3.10.2间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImdit-py-plugins0.5.0间接
PyPImdurl0.1.2间接
PyPImergedeep1.3.4间接
PyPImkdocs1.6.1间接
PyPImkdocs-get-deps0.2.2间接
PyPImkdocs-material9.7.7间接
PyPImkdocs-material-extensions1.3.1间接
PyPImkdocs-minify-plugin0.8.0间接
PyPImkdocs-redirects1.2.3间接
PyPImodal1.4.2间接
PyPImore-itertools11.0.2间接
PyPImsal1.37.0间接
PyPImsgpack1.2.1间接
PyPImsrest0.7.1间接
PyPImultidict6.7.1间接
PyPImultiprocess0.70.19间接
PyPImutmut3.5.0间接
PyPImypy2.3.0间接
PyPImypy-extensions1.1.0间接
PyPInodeenv1.10.0间接
PyPInumpy2.4.4间接
PyPIoauthlib3.3.1间接
PyPIopenai-agents0.13.6间接
PyPIopentelemetry-exporter-otlp-proto-common1.41.1间接
PyPIopentelemetry-exporter-otlp-proto-grpc1.41.1间接
PyPIopentelemetry-exporter-otlp-proto-http1.41.1间接
PyPIopentelemetry-proto1.41.1间接
PyPIopentelemetry-semantic-conventions0.62b1间接
PyPIpackageurl-python0.17.6间接
PyPIpaginate0.5.7间接
PyPIpandas3.0.2间接
PyPIpathspec1.1.1间接
PyPIpem23.1.0间接
PyPIpip26.1.2间接
PyPIpip-api0.0.34间接
PyPIpip-audit2.10.0间接
PyPIpip-requirements-parser32.0.1间接
PyPIplatformdirs4.10.1间接
PyPIplatformdirs4.9.4间接
PyPIpropcache0.4.1间接
PyPIproto-plus1.27.2间接
PyPIprotobuf6.33.6间接
PyPIpsutil7.2.2间接
PyPIpy-cpuinfo9.0.0间接
PyPIpy-serializable2.1.0间接
PyPIpyarrow24.0.0间接
PyPIpyasn10.6.4间接
PyPIpyasn1-modules0.4.2间接
PyPIpycparser3.0间接
PyPIpydantic2.12.5间接
PyPIpydantic-core2.41.5间接
PyPIpygls2.1.1间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpymdown-extensions11.0.1间接
PyPIpyparsing3.3.2间接
PyPIpypdf6.14.2间接
PyPIpyrate-limiter4.1.0间接
PyPIpyright1.1.408间接
PyPIpytest—间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio1.3.0间接
PyPIpytest-benchmark5.2.3间接
PyPIpytest-cov7.1.0间接
PyPIpytest-json-report1.5.0间接
PyPIpytest-metadata3.1.1间接
PyPIpytest-timeout2.4.0间接
PyPIpytest-xflaky1.0.3间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-multipart0.0.32间接
PyPIpython-telegram-bot22.7间接
PyPIpywin32311间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml-env-tag1.1间接
PyPIpyyaml-ft8.0.0间接
PyPIqrcode8.2间接
PyPIreferencing0.37.0间接
PyPIrequests2.33.0间接
PyPIrequests2.33.1间接
PyPIrequests2.34.2间接
PyPIrequests-oauthlib2.0.0间接
PyPIrespx0.22.0间接
PyPIrpds-py0.30.0间接
PyPIruff—间接
PyPIruff0.15.8间接
PyPIs3transfer0.17.0间接
PyPIschemathesis4.18.1间接
PyPIscikit-learn1.8.0间接
PyPIscipy1.17.1间接
PyPIsecretstorage3.5.0间接
PyPIsentry-sdk2.60.0间接
PyPIsetuptools83.0.0间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIslack-sdk3.42.0间接
PyPIsniffio1.3.1间接
PyPIsortedcontainers2.4.0间接
PyPIspiffe0.3.0间接
PyPIsse-starlette3.3.4间接
PyPIstarlette-testclient0.4.1间接
PyPIstevedore5.7.0间接
PyPIsynchronicity0.12.2间接
PyPIsyrupy5.1.0间接
PyPItenacity9.1.4间接
PyPIthreadpoolctl3.6.0间接
PyPItinycss21.5.1间接
PyPItoml0.10.2间接
PyPItomli2.4.1间接
PyPItomli-w1.2.0间接
PyPItqdm4.67.3间接
PyPItree-sitter0.25.2间接
PyPItree-sitter-python0.25.0间接
PyPItyper0.23.1间接
PyPItypes-awscrt0.34.1间接
PyPItypes-certifi2021.10.8.3间接
PyPItypes-croniter6.2.4.20260711间接
PyPItypes-defusedxml0.7.0.20260504间接
PyPItypes-grpcio1.82.1.20260724间接
PyPItypes-grpcio-reflection1.0.0.20260508间接
PyPItypes-jsonschema4.26.0.20260518间接
PyPItypes-protobuf7.34.1.20260518间接
PyPItypes-psutil7.2.2.20260518间接
PyPItypes-pyyaml6.0.12.20260724间接
PyPItypes-qrcode8.2.0.20260518间接
PyPItypes-reportlab4.5.1.20260724间接
PyPItypes-requests2.33.0.20260408间接
PyPItypes-s3transfer0.16.0间接
PyPItypes-toml0.10.8.20260408间接
PyPItypeshed-client2.11.0间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspect0.9.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.2间接
PyPIuc-micro-py2.0.0间接
PyPIurllib32.7.0间接
PyPIwatchfiles1.1.1间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.9.0间接
PyPIwerkzeug3.1.8间接
PyPIxxhash3.7.0间接
PyPIyarl1.23.0间接
PyPIz3-solver4.16.0.0间接
PyPIzipp3.23.0间接
依赖安全公告 0

安装 pypi:bernstein@3.10.0 会引入 83 个包（直接与传递）：其中 0 个存在已知公告，0 个为直接依赖。

没有已知公告影响已评估的依赖。

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。

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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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相关记录

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

98awslabs/cli-agent-orchestratorMulti-agent orchestration for AI coding CLIs — Claude Code, Kiro, Codex, and more, coordinated in isolated tmux sessions卓越100deepset-ai/haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.卓越99IBM/mcp-context-forgeAn AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.卓越98ComposioHQ/composioComposio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.卓越98bytedance/deer-flowAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.卓越98mem0ai/mem0Universal memory layer for AI Agents卓越

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 v0.27.0—— 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.