公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-16 19:11 UTC

HKUDS / Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

PythonMIT★ 33,564 星标⑂ 5,475 复刻始于 2026年4月在 GitHub 上查看 ↗
类型MCP 服务器命令行工具网络服务网页界面如何判定
#backtesting#multi-agent#quantitative-finance#trading#ai-agent#algorithmic-trading#fintech#llm#mcp#python

HKUDS/Vibe-Trading 的健康指数为 100 分中的 94 分，处于「卓越」区间。 其得分最高的类别是Engineering Quality（94/100），最低的是AI Readiness（58/100）。 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。

94
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。

94
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 80 经校准后在公布的指数量表上为 94（记录校准 2026-08-02）。

所有权

✨Data Intelligence Lab@HKU✨组织
13,525 关注者92 个公开仓库始于 2022年11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
PyPIvibe-trading-ai0.1.1531,324167 天前financetradingbacktestingagentswarmquantitative

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？

85优秀 · 占总体的 21%

开发活跃度

81优秀
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
16.6/36提交节奏 — 52 周中有 24 周有提交
18/18提交量 — 最近一年 2,269 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_year2,269
human_commit_share1
days_since_last_push0
active_weeks_last_year24

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 12 个发布版本
36/36发布时效 — 最近一次发布版本于 7 天前
27/27发布节奏 — 约每 14.9 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_count12
latest_release_tagv0.1.15
releases_from_tags否
days_since_latest_release7
mean_days_between_releases14.9

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？

90优秀 · 占总体的 17%

流行度与采用

98卓越
评分方式
60/60星标 — 33,564 个星标
25/25复刻 — 5,475 个复刻
12.5/15关注者 — 176 位关注者
所用输入
forks5,475
stars33,564
watchers176
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_badges8
has_contributing是
has_issue_template否
has_code_of_conduct是
readme_badge_servicesshields.io
has_pull_request_template是

生态采用（下载量）

75良好
评分方式
59.9/80月度下载量 — pypi 合计每月 31,324 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesvibe-trading-ai
dependents—
ecosystemspypi
total_downloads—
monthly_downloads31,324
unverified_packages_excluded—
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

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

71良好 · 占总体的 23%

维护者韧性（巴士系数）

43薄弱
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
10.1/22.5提交分布 — 头号贡献者编写了 55% 的提交
13.5/13.5贡献者广度 — 99 位贡献者
10/10OpenSSF Scorecard：Contributors — project has 6 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled99
top_contributor_share0.55

议题与 PR 响应能力

76良好
评分方式
40.5/42议题解决 — 96% 的议题已关闭
22/30PR 接受 — 已裁定的 PR 中 754/1,026 已合并
10.1/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 7/9
3/15OpenSSF Scorecard：Code-Review — Found 5/25 approved changesets -- score normalized to 2
所用输入
merged_prs754
open_issues14
closed_issues372
prs_merged_7d22
prs_decided_7d34
prs_merged_30d48
prs_decided_30d60
issue_closed_ratio0.964
closed_unmerged_prs272
first_time_authors_30d6
first_time_prs_merged_30d7
first_time_prs_decided_30d9

所有权与托管责任

76良好
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
25/25所有者影响力 — HKUDS 有 13,525 位关注者
20.7/25既往记录 — 92 个公开仓库，账户约 3 年
所用输入
followers13,525
owner_typeOrganization
is_verified否
owner_loginHKUDS
public_repos92
account_age_days1,402

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 7 天前
20/20版本历史 — 16 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
packagesvibe-trading-ai
ecosystemspypi
any_deprecated否
min_days_since_publish7

工程质量

基础的工程与文档实践是否到位？

94卓越 · 占总体的 19%

工程实践

90优秀
评分方式
24/24CI 工作流 — 5 个工作流
24/24存在测试
16/16Linter 配置 — pyproject.toml ([tool.ruff])
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
20/20OpenSSF Scorecard：CI-Tests — 5 out of 5 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否

文档

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://vibetrading.wiki/
10/10仓库描述
10/10主题标签 — 10 个主题标签
10/10Wiki
所用输入
topicsbacktesting, multi-agent, quantitative-finance, trading, ai-agent, algorithmic-trading, fintech, llm, mcp, python
has_wiki是
homepagehttps://vibetrading.wiki/
docs_sitehttps://vibetrading.wiki/
has_readme是
has_docs_dir是
has_description是

安全

可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？

66良好 · 占总体的 16%

安全态势

57中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2.5/2.5CI-Tests — 5 out of 5 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
1.5/7.5Code-Review — Found 5/25 approved changesets -- score normalized to 2
2.5/2.5Contributors — project has 6 contributing companies or organizations
10/10Dangerous-Workflow — no 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 26 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 8
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
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 — 13 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）：Branch-Protection。 其余权重已重新归一化。

依赖安全公告

100卓越
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
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_packages180
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:vibe-trading-ai@0.1.15 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 180 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。

58中等 · 占总体的 4%

AI 代理上下文与指引

40薄弱
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 — 100 次人类提交中有 98 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share0.98
agent_instruction_files—
agent_instruction_max_bytes—

验证循环（构建 / 测试 / 类型检查）

77良好
评分方式
0/18一条命令的引导启动
22/22自动化测试
11/11Lint / 格式化配置 — pyproject.toml ([tool.ruff])
11/11静态类型检查 — desktop/electron/tsconfig.json, frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json
10/10可复现环境 — devcontainer, Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 11 次由代理编写或署名代理
5/8自动化维护 — 已配置依赖自动化，但在抽样提交中未观察到
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
has_dockerfile是
typed_language否
bootstrap_files—
has_devcontainer是
has_linter_config是
typecheck_configsdesktop/electron/tsconfig.json, frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json
agent_commit_share0.11
toolchain_manifests—
dependency_bot_commit_share0

面向模型的代码可读性

81优秀
评分方式
27/45可类型检查的代码 — Python，已配置类型检查（desktop/electron/tsconfig.json, frontend/src/i18n/locales/tsconfig.json, frontend/tsconfig.json）
54.4/55可控的文件大小 — 采样的 1,954 个源文件中有 21 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes258,905
source_files_sampled1,954
oversized_source_files21

机器可读接口

20存在风险
评分方式
0/40API 模式（OpenAPI/GraphQL/proto）
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs—
has_mcp_signal是
api_schema_files—
interfaces_expected_ofnetwork-service

关键数据

33,564GitHub 星标
99贡献者
2,269最近 12 个月提交数
0距最近推送天数
12发布版本数
1巴士系数（bus factor）
14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
  • First-time contributor figures cover 12 of 17 authors (cap 12)
  • pypi download statistics for 'vibe-trading-ai' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download figures for vibe-trading-ai carried forward from the previous scan (stats endpoint unavailable this scan)

更多细节

Star 与 Fork 历史 0 ★ / 5,475 ⇿
0Star
5,475Fork
3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。

4,0004,5005,0005,5005,475392026-072026-082026-09
主版本 0次版本 0修订 3
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 19:09 UTC

10Binary-Artifactsno binaries found in the repo
不适用Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests5 out of 5 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
2Code-ReviewFound 5/25 approved changesets -- score normalized to 2
10Contributorsproject has 6 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
8Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 8
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities13 existing vulnerabilities detected
直接依赖 65
注册表软件包版本约束清单文件
npm@fontsource/inter^5.3.0frontend/package.json
npm@fontsource/jetbrains-mono^5.3.0frontend/package.json
npmclsx^2.1.0frontend/package.json
npmecharts^6.1.0frontend/package.json
npmhighlight.js^11.12.0frontend/package.json
npmi18next^26.4.0frontend/package.json
npmi18next-browser-languagedetector^8.2.1frontend/package.json
npmkatex^0.18.4frontend/package.json
npmlucide-react^1.37.0frontend/package.json
npmreact^19.2.8frontend/package.json
npmreact-dom^19.2.8frontend/package.json
npmreact-i18next^17.0.12frontend/package.json
npmreact-markdown^9.0.0frontend/package.json
npmreact-router^8.3.1frontend/package.json
npmrehype-highlight^7.0.0frontend/package.json
npmrehype-katex^7.0.1frontend/package.json
npmremark-gfm^4.0.1frontend/package.json
npmremark-math^6.0.0frontend/package.json
npmsonner^2.0.8frontend/package.json
npmtailwind-merge^3.6.0frontend/package.json
npmzustand^5.0.15frontend/package.json
PyPIrich>=13.0.0pyproject.toml
PyPIpyyaml>=6.0.0pyproject.toml
PyPIlangchain>=1.3.9,<2pyproject.toml
PyPIlangchain-core>=1.0.0,<2pyproject.toml
PyPIlangchain-openai>=1.0.0,<2pyproject.toml
PyPIlanggraph>=1.2.5,<1.3pyproject.toml
PyPIlanggraph-checkpoint>=2.1.0,<5pyproject.toml
PyPIpython-dotenv>=1.0.0pyproject.toml
PyPIhttpx>=0.28.0pyproject.toml
PyPIh2>=4.4.1pyproject.toml
PyPIdefusedxml>=0.7.1pyproject.toml
PyPIoauth-cli-kit>=0.1.3pyproject.toml
PyPIpandas>=2.0.0,<3.0.0pyproject.toml
PyPIopenpyxl>=3.1.0pyproject.toml
PyPIpython-docx>=1.1.0pyproject.toml
PyPIpython-pptx>=0.6.23pyproject.toml
PyPIpypdfium2>=4.0.0pyproject.toml
PyPIPillow>=12.2.0pyproject.toml
PyPInumpy>=1.24.0pyproject.toml
PyPIscipy>=1.10.0pyproject.toml
PyPIbottleneck>=1.3.7pyproject.toml
PyPIduckdb>=1.2.0pyproject.toml
PyPIscikit-learn>=1.3.0pyproject.toml
PyPIjoblib>=1.3.0pyproject.toml
PyPItushare>=1.2.89pyproject.toml
PyPIrequests>=2.31.0pyproject.toml
PyPIyfinance>=0.2.30pyproject.toml
PyPIakshare>=1.12.0pyproject.toml
PyPIccxt>=4.5.71pyproject.toml
PyPIaiohttp>=3.14.3pyproject.toml
PyPIcryptography>=50.0.0pyproject.toml
PyPIfastapi>=0.104.0pyproject.toml
PyPIuvicorn>=0.24.0pyproject.toml
PyPIwebsockets>=12.0pyproject.toml
PyPIpydantic>=2.0.0pyproject.toml
PyPIpython-multipart>=0.0.18pyproject.toml
PyPIsse-starlette>=1.6.0pyproject.toml
PyPIfastmcp>=2.14.0,<4.0.0pyproject.toml
PyPImcp<1.30pyproject.toml
PyPIddgs>=6.0.0pyproject.toml
PyPIjinja2>=3.1.0pyproject.toml
PyPImatplotlib>=3.7.0pyproject.toml
PyPIweasyprint>=60.0pyproject.toml
PyPIprompt_toolkit>=3.0.0pyproject.toml
全部依赖 976

来自 GitHub 依赖图的完整解析依赖集合：129 个直接依赖与 847 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@fontsource/inter5.3.0直接
npm@fontsource/jetbrains-mono5.3.0直接
npmclsx2.1.1直接
npmecharts6.1.0直接
npmhighlight.js11.11.2直接
npmhighlight.js11.12.0直接
npmi18next26.4.0直接
npmi18next-browser-languagedetector8.2.1直接
npmkatex0.16.47直接
npmkatex0.18.4直接
npmlucide-react1.37.0直接
npmreact19.2.8直接
npmreact-dom19.2.8直接
npmreact-i18next17.0.12直接
npmreact-markdown9.1.0直接
npmreact-router8.3.1直接
npmrehype-highlight7.0.2直接
npmrehype-katex7.0.1直接
npmremark-gfm4.0.1直接
npmremark-math6.0.0直接
npmsonner2.0.8直接
npmtailwind-merge3.6.0直接
npmzustand5.0.15直接
PyPIaiohttp—直接
PyPIaiohttp3.14.3直接
PyPIakshare—直接
PyPIakshare1.18.80直接
PyPIakshare1.18.94直接
PyPIbottleneck—直接
PyPIbottleneck1.6.0直接
PyPIccxt—直接
PyPIccxt4.5.71直接
PyPIccxt4.5.76直接
PyPIcryptography—直接
PyPIcryptography50.0.0直接
PyPIcryptography50.0.1直接
PyPIddgs—直接
PyPIddgs9.14.4直接
PyPIddgs9.16.0直接
PyPIdefusedxml—直接
PyPIdefusedxml0.7.1直接
PyPIduckdb—直接
PyPIduckdb1.5.5直接
PyPIfastapi—直接
PyPIfastapi0.140.7直接
PyPIfastapi0.141.1直接
PyPIfastmcp—直接
PyPIfastmcp3.4.5直接
PyPIfastmcp3.4.7直接
PyPIh2—直接
PyPIh24.4.1直接
PyPIhttpx—直接
PyPIhttpx0.28.1直接
PyPIjinja2—直接
PyPIjinja23.1.6直接
PyPIjoblib—直接
PyPIjoblib1.5.3直接
PyPIlangchain—直接
PyPIlangchain1.3.14直接
PyPIlangchain1.3.18直接
PyPIlangchain-core—直接
PyPIlangchain-core1.5.1直接
PyPIlangchain-core1.6.1直接
PyPIlangchain-openai—直接
PyPIlangchain-openai1.4.1直接
PyPIlangchain-openai1.6.0直接
PyPIlanggraph—直接
PyPIlanggraph1.2.11直接
PyPIlanggraph1.2.9直接
PyPIlanggraph-checkpoint—直接
PyPIlanggraph-checkpoint4.1.1直接
PyPIlanggraph-checkpoint4.2.0直接
PyPImatplotlib—直接
PyPImatplotlib3.11.1直接
PyPImcp—直接
PyPImcp1.28.1直接
PyPInumpy—直接
PyPInumpy2.4.6直接
PyPIoauth-cli-kit—直接
PyPIoauth-cli-kit0.1.6直接
PyPIopenpyxl—直接
PyPIopenpyxl3.1.5直接
PyPIpandas—直接
PyPIpandas2.3.3直接
PyPIpillow—直接
PyPIpillow12.3.0直接
PyPIprompt-toolkit—直接
PyPIprompt-toolkit3.0.53直接
PyPIpydantic—直接
PyPIpydantic2.13.4直接
PyPIpydantic2.13.5直接
PyPIpypdfium2—直接
PyPIpypdfium25.12.1直接
PyPIpypdfium25.13.0直接
PyPIpython-docx—直接
PyPIpython-docx1.2.0直接
PyPIpython-dotenv—直接
PyPIpython-dotenv1.2.2直接
PyPIpython-dotenv1.2.3直接
PyPIpython-multipart—直接
PyPIpython-multipart0.0.32直接
PyPIpython-pptx—直接
PyPIpython-pptx1.0.2直接
PyPIpyyaml—直接
PyPIpyyaml6.0.3直接
PyPIrequests—直接
PyPIrequests2.34.2直接
PyPIrich—直接
PyPIrich15.0.0直接
PyPIscikit-learn—直接
PyPIscikit-learn1.9.0直接
PyPIscipy—直接
PyPIscipy1.17.1直接
PyPIscipy1.18.0直接
PyPIsse-starlette—直接
PyPIsse-starlette3.4.6直接
PyPIsse-starlette3.4.8直接
PyPItushare—直接
PyPItushare1.4.29直接
PyPIuvicorn—直接
PyPIuvicorn0.51.0直接
PyPIuvicorn0.52.4直接
PyPIweasyprint—直接
PyPIweasyprint70.0直接
PyPIwebsockets—直接
PyPIwebsockets15.0.1直接
PyPIyfinance—直接
PyPIyfinance1.5.2直接
PyPIyfinance1.7.0直接
npm@adobe/css-tools4.5.0间接
npm@alloc/quick-lru5.2.0间接
npm@asamuzakjp/css-color6.0.5间接
npm@asamuzakjp/dom-selector8.3.0间接
npm@babel/code-frame7.29.7间接
npm@babel/compat-data7.29.7间接
npm@babel/core7.29.7间接
npm@babel/generator7.29.7间接
npm@babel/helper-compilation-targets7.29.7间接
npm@babel/helper-globals7.29.7间接
npm@babel/helper-module-imports7.29.7间接
npm@babel/helper-module-transforms7.29.7间接
npm@babel/helper-plugin-utils7.28.6间接
npm@babel/helper-string-parser7.29.7间接
npm@babel/helper-validator-identifier7.29.7间接
npm@babel/helper-validator-option7.29.7间接
npm@babel/helpers7.29.7间接
npm@babel/parser7.29.7间接
npm@babel/plugin-transform-react-jsx-self7.27.1间接
npm@babel/plugin-transform-react-jsx-source7.27.1间接
npm@babel/runtime7.29.7间接
npm@babel/template7.29.7间接
npm@babel/traverse7.29.7间接
npm@babel/types7.29.7间接
npm@bcoe/v8-coverage1.0.2间接
npm@bramus/specificity2.4.2间接
npm@csstools/color-helpers6.1.0间接
npm@csstools/css-calc3.3.0间接
npm@csstools/css-color-parser4.1.10间接
npm@csstools/css-parser-algorithms4.0.0间接
npm@csstools/css-syntax-patches-for-csstree1.1.7间接
npm@csstools/css-tokenizer4.0.0间接
npm@electron-internal/extract-zip1.0.4间接
npm@electron/asar3.4.1间接
npm@electron/fuses1.8.0间接
npm@electron/get3.1.0间接
npm@electron/get5.0.0间接
npm@electron/notarize2.5.0间接
npm@electron/osx-sign1.3.3间接
npm@electron/rebuild4.2.0间接
npm@electron/universal2.0.3间接
npm@electron/windows-sign1.2.2间接
npm@exodus/bytes1.15.1间接
npm@isaacs/fs-minipass4.0.1间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/remapping2.3.5间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.31间接
npm@malept/cross-spawn-promise2.0.0间接
npm@malept/flatpak-bundler0.4.0间接
npm@noble/hashes1.4.0间接
npm@noble/hashes2.2.0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/types0.147.0间接
npm@peculiar/asn1-schema2.8.0间接
npm@peculiar/json-schema1.1.12间接
npm@peculiar/utils2.0.3间接
npm@peculiar/webcrypto1.7.1间接
npm@rolldown/binding-android-arm-eabi1.2.6间接
npm@rolldown/binding-android-arm641.2.6间接
npm@rolldown/binding-darwin-arm641.2.6间接
npm@rolldown/binding-darwin-x641.2.6间接
npm@rolldown/binding-freebsd-x641.2.6间接
npm@rolldown/binding-linux-arm-gnueabihf1.2.6间接
npm@rolldown/binding-linux-arm64-gnu1.2.6间接
npm@rolldown/binding-linux-arm64-musl1.2.6间接
npm@rolldown/binding-linux-ppc64-gnu1.2.6间接
npm@rolldown/binding-linux-s390x-gnu1.2.6间接
npm@rolldown/binding-linux-x64-gnu1.2.6间接
npm@rolldown/binding-linux-x64-musl1.2.6间接
npm@rolldown/binding-openharmony-arm641.2.6间接
npm@rolldown/binding-win32-arm64-msvc1.2.6间接
npm@rolldown/binding-win32-x64-msvc1.2.6间接
npm@rolldown/pluginutils1.0.0-rc.3间接
npm@rolldown/pluginutils1.0.1间接
npm@sindresorhus/is4.6.0间接
npm@standard-schema/spec1.1.0间接
npm@szmarczak/http-timer4.0.6间接
npm@tailwindcss/typography0.5.20间接
npm@testing-library/dom10.4.1间接
npm@testing-library/jest-dom7.0.1间接
npm@testing-library/react16.3.3间接
npm@testing-library/user-event14.6.6间接
npm@types/aria-query5.0.4间接
npm@types/babel__core7.20.5间接
npm@types/babel__generator7.27.0间接
npm@types/babel__template7.4.4间接
npm@types/babel__traverse7.28.0间接
npm@types/cacheable-request6.0.3间接
npm@types/chai5.2.3间接
npm@types/debug4.1.12间接
npm@types/debug4.1.13间接
npm@types/deep-eql4.0.2间接
npm@types/estree1.0.8间接
npm@types/estree-jsx1.0.5间接
npm@types/fs-extra9.0.13间接
npm@types/hast3.0.4间接
npm@types/http-cache-semantics4.2.0间接
npm@types/katex0.16.8间接
npm@types/keyv3.1.4间接
npm@types/mdast4.0.4间接
npm@types/ms2.1.0间接
npm@types/node24.13.3间接
npm@types/react19.2.18间接
npm@types/react-dom19.2.5间接
npm@types/responselike1.0.3间接
npm@types/unist2.0.11间接
npm@types/unist3.0.3间接
npm@ungap/structured-clone1.3.0间接
npm@vitejs/plugin-react5.2.0间接
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npm@vitest/expect4.1.11间接
npm@vitest/mocker4.1.11间接
npm@vitest/pretty-format4.1.11间接
npm@vitest/runner4.1.11间接
npm@vitest/snapshot4.1.11间接
npm@vitest/spy4.1.11间接
npm@vitest/utils4.1.11间接
npm@xmldom/xmldom0.8.15间接
npmabbrev4.0.0间接
npmagent-base7.1.4间接
npmajv8.20.0间接
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npmansi-styles4.3.0间接
npmansi-styles5.2.0间接
npmany-promise1.3.0间接
npmanymatch3.1.3间接
npmapp-builder-lib26.15.3间接
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npmargparse2.0.1间接
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npmasn1js3.0.10间接
npmassertion-error2.0.1间接
npmast-v8-to-istanbul1.0.3间接
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npmasync-exit-hook2.0.1间接
npmasynckit0.4.0间接
npmat-least-node1.0.0间接
npmautoprefixer10.5.4间接
npmaws41.13.2间接
npmbail2.0.2间接
npmbalanced-match1.0.2间接
npmbalanced-match4.0.4间接
npmbase64-js1.5.1间接
npmbaseline-browser-mapping2.11.21间接
npmbidi-js1.0.3间接
npmbinary-extensions2.3.0间接
npmbluebird3.7.2间接
npmboolean3.2.0间接
npmbrace-expansion1.1.18间接
npmbrace-expansion2.1.4间接
npmbrace-expansion5.0.9间接
npmbraces3.0.3间接
npmbrowserslist4.28.8间接
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npmbuilder-util26.15.3间接
npmbuilder-util-runtime9.7.0间接
npmbytestreamjs2.0.1间接
npmcacheable-lookup5.0.4间接
npmcacheable-request7.0.4间接
npmcall-bind-apply-helpers1.0.2间接
npmcamelcase-css2.0.1间接
npmcaniuse-lite1.0.30001810间接
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npmchromium-pickle-js0.2.0间接
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npmci-info4.4.0间接
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npmcolor-convert2.0.1间接
npmcolor-name1.1.4间接
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npmcore-util-is1.0.3间接
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npmcross-spawn7.0.6间接
npmcss-tree3.2.1间接
npmcss.escape1.5.1间接
npmcssesc3.0.0间接
npmcsstype3.2.3间接
npmdata-urls7.0.0间接
npmdebug4.4.3间接
npmdecimal.js10.6.0间接
npmdecode-named-character-reference1.3.0间接
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npmdefine-properties1.2.1间接
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npmdetect-node2.1.0间接
npmdevlop1.1.0间接
npmdidyoumean1.2.2间接
npmdir-compare4.2.0间接
npmdlv1.1.3间接
npmdmg-builder26.15.3间接
npmdom-accessibility-api0.5.16间接
npmdom-accessibility-api0.6.3间接
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npmdotenv-expand11.0.7间接
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npmduplexer20.1.4间接
npmejs3.1.10间接
npmelectron43.1.1间接
npmelectron-builder26.15.3间接
npmelectron-builder-squirrel-windows26.15.3间接
npmelectron-publish26.15.3间接
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npmend-of-stream1.4.5间接
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npmenv-paths3.0.0间接
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npmtiny-async-pool1.3.0间接
npmtinybench2.9.0间接
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npmtypescript5.9.3间接
npmundici6.28.0间接
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npmunified11.0.5间接
npmunist-util-find-after5.0.0间接
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npmunist-util-remove-position5.0.0间接
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npmunzipper0.12.5间接
npmupdate-browserslist-db1.3.2间接
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npmwebcrypto-core1.9.2间接
npmwebidl-conversions8.0.1间接
npmwhatwg-mimetype5.0.0间接
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npmwhy-is-node-running2.3.0间接
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npmxmlbuilder15.1.1间接
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npmyargs-parser21.1.1间接
npmyocto-queue0.1.0间接
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PyPIaiofile3.11.1间接
PyPIaiofile3.12.3间接
PyPIaiohappyeyeballs2.7.1间接
PyPIaiohttp-fast-zlib0.3.0间接
PyPIaiosignal1.4.0间接
PyPIakracer0.0.14间接
PyPIannotated-doc0.0.4间接
PyPIannotated-doc0.0.5间接
PyPIannotated-types0.8.0间接
PyPIanyio4.14.2间接
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PyPIattrs26.1.0间接
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PyPIbeautifulsoup44.15.0间接
PyPIblack—间接
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PyPIbrotlicffi1.2.0.1间接
PyPIbs40.0.2间接
PyPIcachetools7.1.6间接
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PyPIcaio0.12.2间接
PyPIcaio0.9.25间接
PyPIcertifi2026.6.17间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.4.2间接
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PyPIcoincurve21.0.0间接
PyPIcolorama0.4.6间接
PyPIcontourpy1.3.3间接
PyPIcssselect20.9.0间接
PyPIcurl-cffi0.15.0间接
PyPIcurl-cffi0.16.2间接
PyPIcycler0.12.1间接
PyPIcyclopts4.22.2间接
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PyPIdocstring-parser0.18.0间接
PyPIemail-validator2.3.0间接
PyPIet-xmlfile2.0.0间接
PyPIexceptiongroup1.3.1间接
PyPIfake-useragent2.2.0间接
PyPIfastmcp-slim3.4.5间接
PyPIfastmcp-slim3.4.7间接
PyPIfonttools4.63.0间接
PyPIfrozenlist1.8.0间接
PyPIgithub-copilot-sdk—间接
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PyPIgriffelib2.2.0间接
PyPIh110.16.0间接
PyPIhpack4.2.0间接
PyPIhtml5lib1.1间接
PyPIhttpcore1.0.9间接
PyPIhttptools0.8.0间接
PyPIhttpx-sse0.4.3间接
PyPIhyperframe6.1.0间接
PyPIib-async—间接
PyPIidna3.18间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.6.0间接
PyPIjeepney0.9.0间接
PyPIjiter0.16.0间接
PyPIjoserfc1.7.4间接
PyPIjoserfc1.7.5间接
PyPIjsonpatch1.33间接
PyPIjsonpath0.82.2间接
PyPIjsonpointer3.1.1间接
PyPIjsonref1.1.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-path0.5.0间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkeyring—间接
PyPIkeyring25.7.0间接
PyPIkiteconnect—间接
PyPIkiwisolver1.5.0间接
PyPIkiwisolver1.5.1间接
PyPIlangchain-anthropic—间接
PyPIlangchain-deepseek—间接
PyPIlangchain-protocol0.0.18间接
PyPIlangchain-protocol0.0.19间接
PyPIlanggraph-prebuilt1.1.0间接
PyPIlanggraph-sdk0.4.2间接
PyPIlanggraph-sdk0.4.4间接
PyPIlangsmith0.10.10间接
PyPIlangsmith0.11.2间接
PyPIlark-oapi—间接
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PyPIllvmlite0.48.0间接
PyPIlongbridge—间接
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PyPImarkdown-it-py4.2.0间接
PyPImarkupsafe3.0.3间接
PyPImatrix-nio—间接
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PyPImetatrader5—间接
PyPImini-racer0.14.1间接
PyPImistune—间接
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PyPImultitasking0.0.13间接
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PyPInumba0.66.0间接
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PyPIopenapi-pydantic0.5.1间接
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PyPIopentelemetry-api1.44.0间接
PyPIorjson3.11.9间接
PyPIormsgpack1.12.2间接
PyPIpackaging26.2间接
PyPIpackaging26.3间接
PyPIpathable0.6.0间接
PyPIpeewee4.2.6间接
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PyPIplatformdirs4.11.0间接
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PyPIprimp1.3.1间接
PyPIpropcache0.5.2间接
PyPIprotobuf7.35.1间接
PyPIprotobuf7.36.0间接
PyPIpy-key-value-aio0.4.5间接
PyPIpy-mini-racer0.6.0间接
PyPIpycparser3.0间接
PyPIpycryptodome3.23.0间接
PyPIpydantic-core2.46.4间接
PyPIpydantic-core2.46.5间接
PyPIpydantic-settings2.14.2间接
PyPIpydantic-settings2.15.0间接
PyPIpydyf0.12.1间接
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PyPIpyphen0.17.2间接
PyPIpyphen0.18.1间接
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PyPIpython-dateutil2.9.0.post0间接
PyPIpython-socketio—间接
PyPIpython-telegram-bot—间接
PyPIpython-telegram-bot22.8间接
PyPIpytz2026.3.post1间接
PyPIpywin32312间接
PyPIpywin32-ctypes0.2.3间接
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PyPIqrcode8.2间接
PyPIreferencing0.37.0间接
PyPIregex2026.7.19间接
PyPIrequests-toolbelt1.0.0间接
PyPIrich-rst2.1.0间接
PyPIrpds-py2026.6.3间接
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PyPIsmartmoneyconcepts0.0.27间接
PyPIsniffio1.3.1间接
PyPIsocksio1.0.0间接
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PyPIthreadpoolctl3.6.0间接
PyPItiktoken0.13.0间接
PyPItiktoken0.14.0间接
PyPItinycss21.5.1间接
PyPItinyhtml52.1.0间接
PyPItqdm4.70.0间接
PyPItyping-extensions4.16.0间接
PyPItyping-inspection0.4.2间接
PyPItyping-inspection0.4.4间接
PyPItzdata2026.3间接
PyPIuncalled-for0.3.2间接
PyPIuncalled-for0.4.0间接
PyPIurllib32.7.0间接
PyPIuuid-utils0.17.0间接
PyPIuvloop0.22.1间接
PyPIwatchfiles1.2.0间接
PyPIwcwidth0.8.2间接
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PyPIwebencodings0.5.1间接
PyPIwebencodings0.6.1间接
PyPIwebsocket-client1.9.0间接
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PyPIxlrd2.0.2间接
PyPIxlsxwriter3.2.9间接
PyPIxxhash3.8.1间接
PyPIyarl1.24.2间接
PyPIyarl1.24.5间接
PyPIzlib-ng1.0.0间接
PyPIzopfli0.4.3间接
PyPIzstandard0.25.0间接
依赖安全公告 0

安装 pypi:vibe-trading-ai@0.1.15 会引入 180 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。

原始 JSON 报告 机器可读

反馈

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

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相关记录

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

99nautechsystems/nautilus_traderProduction-grade Rust-native trading engine with deterministic event-driven architecture卓越99ag2ai/ag2AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x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98ModelEngine-Group/nexentNexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.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

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.