公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-09-17 20:27 UTC

taskiq-python / taskiq

Distributed task queue with full async support

PythonMIT★ 2,335 星标⑂ 143 复刻始于 2022年7月在 GitHub 上查看 ↗
类型插件命令行工具库网页界面如何判定

taskiq-python/taskiq 的健康指数为 100 分中的 89 分,处于「优秀」区间。 其得分最高的类别是Engineering Quality(90/100),最低的是Security(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。

89
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。

89
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 75 经校准后在公布的指数量表上为 89(记录校准 2026-08-02)。

所有权

115 关注者25 个公开仓库始于 2022年7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
PyPItaskiq0.12.62,015,3768219 天前asyncdistributedtaskiqtasks

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?

87优秀 · 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
20.1/36提交节奏 — 52 周中有 29 周有提交
17.6/18提交量 — 最近一年 90 次提交
10/10OpenSSF Scorecard:Maintained — 29 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year90
human_commit_share1
days_since_last_push0
active_weeks_last_year29

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 80 个发布版本
36/36发布时效 — 最近一次发布版本于 19 天前
19.8/27发布节奏 — 约每 45.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count80
latest_release_tag0.12.6
releases_from_tags否
days_since_latest_release19
mean_days_between_releases45.5
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

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?

74良好 · 占总体的 17%
评分方式
54.6/60星标 — 2,335 个星标
17.9/25复刻 — 143 个复刻
6.2/15关注者 — 14 位关注者
所用输入
forks143
stars2,335
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges3
has_contributing否
has_issue_template否
has_code_of_conduct否
readme_badge_servicesshields.io
has_pull_request_template否
评分方式
80/80月度下载量 — pypi 合计每月 2,015,376 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
packagestaskiq
dependents—
ecosystemspypi
total_downloads—
monthly_downloads2,015,376
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?

67良好 · 占总体的 23%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
6.4/22.5提交分布 — 头号贡献者编写了 72% 的提交
13.5/13.5贡献者广度 — 80 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 8 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled80
top_contributor_share0.717
评分方式
26.8/42议题解决 — 64% 的议题已关闭
26.8/30PR 接受 — 已裁定的 PR 中 288/322 已合并
11.1/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 6/7
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs288
open_issues83
closed_issues147
prs_merged_7d12
prs_decided_7d13
prs_merged_30d16
prs_decided_30d17
issue_closed_ratio0.639
closed_unmerged_prs34
first_time_authors_30d6
first_time_prs_merged_30d6
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
14.8/25所有者影响力 — taskiq-python 有 115 位关注者
18.6/25既往记录 — 25 个公开仓库,账户约 4 年
所用输入
followers115
owner_typeOrganization
is_verified否
owner_logintaskiq-python
public_repos25
account_age_days1,523
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 19 天前
20/20版本历史 — 82 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
packagestaskiq
ecosystemspypi
any_deprecated否
min_days_since_publish19

工程质量

基础的工程与文档实践是否到位?

90优秀 · 占总体的 19%

工程实践

90优秀
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
16/16Linter 配置 — pyproject.toml ([tool.ruff], [tool.isort])
9.6/9.6Pre-commit 钩子
0/6.4.editorconfig
16/20OpenSSF Scorecard:CI-Tests — 20 out of 23 merged PRs checked by a CI test -- score normalized to 8
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://taskiq-python.github.io/
10/10仓库描述
10/10主题标签 — 7 个主题标签
0/10Wiki
所用输入
topicsasyncio, python, python3, task-executor, task-manager, celery-like, hacktoberfest
has_wiki否
homepage—
docs_sitehttps://taskiq-python.github.io/
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?

58中等 · 占总体的 16%

安全态势

47薄弱
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
2/2.5CI-Tests — 20 out of 23 merged PRs checked by a CI test -- score normalized to 8
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 8 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 29 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — 无数据
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 124 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate4.7
已排除计分(无数据或不适用):Branch-Protection, Packaging, Signed-Releases。 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
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_packages18
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:taskiq@0.12.6 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 18 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。

62中等 · 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 — 100 次人类提交中有 89 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_share0.89
agent_instruction_files—
agent_instruction_max_bytes—
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], [tool.isort])
11/11静态类型检查 — taskiq/py.typed
10/10可复现环境 — lockfile
2/10已体现的代理实践 — 最近 100 次提交中有 1 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
1/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
所用输入
has_nix否
has_tests是
lockfilespnpm-lock.yaml, uv.lock
has_dockerfile否
typed_language否
bootstrap_files—
has_devcontainer否
has_linter_config是
typecheck_configstaskiq/py.typed
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(taskiq/py.typed)
55/55可控的文件大小 — 采样的 175 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes28,430
source_files_sampled175
oversized_source_files0
评分方式
0/40API 模式(OpenAPI/GraphQL/proto) — 不适用于此类软件
0/20MCP 服务器 — 不适用于此类软件
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal否
api_schema_files—
interfaces_expected_of—
已排除计分(无数据或不适用):API 模式(OpenAPI/GraphQL/proto), MCP 服务器。 其余权重已重新归一化。

关键数据

2,335GitHub 星标
80贡献者
90最近 12 个月提交数
0距最近推送天数
80发布版本数
1巴士系数(bus factor)
83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 npm package 'taskiq-docs' from its registry

更多细节

Star 与 Fork 历史 0 ★ / 143 ⇿
0Star
143Fork
77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。

025507510012515014252022-082024-082026-09
主版本 0次版本 11修订 66

每个点涵盖 4 天。

OpenSSF Scorecard 4.7 / 10
4.7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 · 2026-09-17 20:26 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
8CI-Tests20 out of 23 merged PRs checked by a CI test -- score normalized to 8
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 8 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained29 commit(s) and 14 issue activity found in the last 90 days -- score normalized to 10
不适用Packagingpackaging workflow not detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities124 existing vulnerabilities detected
直接依赖 15
注册表软件包版本约束清单文件
npm@vuepress/bundler-vite2.0.0-rc.26package.json
npm@vuepress/plugin-search2.0.0-rc.120package.json
npmmarkdown-it14.1.0package.json
npmmermaid11.12.1package.json
npmsass-embedded^1.86.0package.json
npmsass-loader16.0.5package.json
npmvue3.5.25package.json
npmvuepress2.0.0-rc.26package.json
npmvuepress-theme-hope2.0.0-rc.98package.json
PyPIaiohttp>=3pyproject.toml
PyPIanyio>=4pyproject.toml
PyPIpycron>=3.0.0pyproject.toml
PyPIpydantic>=2.5,<3.0pyproject.toml
PyPItaskiq_dependencies>=1.3.1,<2pyproject.toml
PyPItyping-extensions>=3.10.0.0pyproject.toml
全部依赖 720

来自 GitHub 依赖图的完整解析依赖集合:15 个直接依赖与 705 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@vuepress/bundler-vite2.0.0-rc.26直接
npm@vuepress/plugin-search2.0.0-rc.120直接
npmmarkdown-it14.1.0直接
npmmermaid11.12.1直接
npmsass-embedded1.93.3直接
npmsass-loader16.0.5直接
npmvue3.5.25直接
npmvuepress2.0.0-rc.26直接
npmvuepress-theme-hope2.0.0-rc.98直接
PyPIaiohttp3.13.2直接
PyPIanyio4.11.0直接
PyPIpycron3.2.0直接
PyPIpydantic2.13.5直接
PyPItaskiq-dependencies1.5.7直接
PyPItyping-extensions4.15.0直接
npm@antfu/install-pkg1.1.0间接
npm@babel/helper-string-parser7.27.1间接
npm@babel/helper-validator-identifier7.28.5间接
npm@babel/parser7.28.5间接
npm@babel/types7.28.5间接
npm@braintree/sanitize-url7.1.1间接
npm@bufbuild/protobuf2.10.1间接
npm@chevrotain/cst-dts-gen11.0.3间接
npm@chevrotain/gast11.0.3间接
npm@chevrotain/regexp-to-ast11.0.3间接
npm@chevrotain/types11.0.3间接
npm@chevrotain/utils11.0.3间接
npm@esbuild/aix-ppc640.25.12间接
npm@esbuild/android-arm0.25.12间接
npm@esbuild/android-arm640.25.12间接
npm@esbuild/android-x640.25.12间接
npm@esbuild/darwin-arm640.25.12间接
npm@esbuild/darwin-x640.25.12间接
npm@esbuild/freebsd-arm640.25.12间接
npm@esbuild/freebsd-x640.25.12间接
npm@esbuild/linux-arm0.25.12间接
npm@esbuild/linux-arm640.25.12间接
npm@esbuild/linux-ia320.25.12间接
npm@esbuild/linux-loong640.25.12间接
npm@esbuild/linux-mips64el0.25.12间接
npm@esbuild/linux-ppc640.25.12间接
npm@esbuild/linux-riscv640.25.12间接
npm@esbuild/linux-s390x0.25.12间接
npm@esbuild/linux-x640.25.12间接
npm@esbuild/netbsd-arm640.25.12间接
npm@esbuild/netbsd-x640.25.12间接
npm@esbuild/openbsd-arm640.25.12间接
npm@esbuild/openbsd-x640.25.12间接
npm@esbuild/openharmony-arm640.25.12间接
npm@esbuild/sunos-x640.25.12间接
npm@esbuild/win32-arm640.25.12间接
npm@esbuild/win32-ia320.25.12间接
npm@esbuild/win32-x640.25.12间接
npm@iconify/types2.0.0间接
npm@iconify/utils3.1.0间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@lit-labs/ssr-dom-shim1.4.0间接
npm@lit/reactive-element2.1.1间接
npm@mdit-vue/plugin-component3.0.2间接
npm@mdit-vue/plugin-frontmatter3.0.2间接
npm@mdit-vue/plugin-headers3.0.2间接
npm@mdit-vue/plugin-sfc3.0.2间接
npm@mdit-vue/plugin-title3.0.2间接
npm@mdit-vue/plugin-toc3.0.2间接
npm@mdit-vue/shared3.0.2间接
npm@mdit-vue/types3.0.2间接
npm@mdit/helper0.22.1间接
npm@mdit/plugin-alert0.22.3间接
npm@mdit/plugin-align0.22.2间接
npm@mdit/plugin-attrs0.23.3间接
npm@mdit/plugin-container0.22.2间接
npm@mdit/plugin-demo0.22.3间接
npm@mdit/plugin-figure0.22.2间接
npm@mdit/plugin-footnote0.22.3间接
npm@mdit/plugin-icon0.22.2间接
npm@mdit/plugin-img-lazyload0.22.1间接
npm@mdit/plugin-img-mark0.22.2间接
npm@mdit/plugin-img-size0.22.3间接
npm@mdit/plugin-include0.22.2间接
npm@mdit/plugin-katex-slim0.24.0间接
npm@mdit/plugin-mark0.22.1间接
npm@mdit/plugin-mathjax-slim0.24.0间接
npm@mdit/plugin-plantuml0.22.3间接
npm@mdit/plugin-spoiler0.22.2间接
npm@mdit/plugin-stylize0.22.2间接
npm@mdit/plugin-sub0.22.2间接
npm@mdit/plugin-sup0.22.2间接
npm@mdit/plugin-tab0.22.3间接
npm@mdit/plugin-tasklist0.22.2间接
npm@mdit/plugin-tex0.22.2间接
npm@mdit/plugin-uml0.22.2间接
npm@mermaid-js/parser0.6.3间接
npm@parcel/watcher2.5.1间接
npm@parcel/watcher-android-arm642.5.1间接
npm@parcel/watcher-darwin-arm642.5.1间接
npm@parcel/watcher-darwin-x642.5.1间接
npm@parcel/watcher-freebsd-x642.5.1间接
npm@parcel/watcher-linux-arm-glibc2.5.1间接
npm@parcel/watcher-linux-arm-musl2.5.1间接
npm@parcel/watcher-linux-arm64-glibc2.5.1间接
npm@parcel/watcher-linux-arm64-musl2.5.1间接
npm@parcel/watcher-linux-x64-glibc2.5.1间接
npm@parcel/watcher-linux-x64-musl2.5.1间接
npm@parcel/watcher-win32-arm642.5.1间接
npm@parcel/watcher-win32-ia322.5.1间接
npm@parcel/watcher-win32-x642.5.1间接
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npmvscode-languageserver-types3.17.5间接
npmvscode-uri3.0.8间接
npmvue-router4.6.3间接
npmvuepress-plugin-components2.0.0-rc.97间接
npmvuepress-plugin-md-enhance2.0.0-rc.98间接
npmvuepress-shared2.0.0-rc.97间接
npmweb-namespaces2.0.1间接
npmwhatwg-encoding3.1.1间接
npmwhatwg-mimetype4.0.0间接
npmwhich2.0.2间接
npmwhich-module2.0.1间接
npmwidest-line4.0.1间接
npmwrap-ansi6.2.0间接
npmwrap-ansi8.1.0间接
npmy18n4.0.3间接
npmyargs15.4.1间接
npmyargs-parser18.1.3间接
npmyoctocolors2.1.2间接
npmzwitch2.0.4间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiosignal1.4.0间接
PyPIannotated-types0.7.0间接
PyPIasgiref3.11.0间接
PyPIasync-timeout5.0.1间接
PyPIattrs25.4.0间接
PyPIblack26.5.1间接
PyPIcachetools7.1.8间接
PyPIcbor25.7.1间接
PyPIcffi2.0.0间接
PyPIclick8.3.0间接
PyPIcolorama0.4.6间接
PyPIcoverage7.11.3间接
PyPIdistlib0.4.0间接
PyPIexceptiongroup1.3.0间接
PyPIexecnet2.1.2间接
PyPIfaker38.2.0间接
PyPIfilelock3.32.7间接
PyPIfreezegun1.5.5间接
PyPIfrozenlist1.8.0间接
PyPIgitignore-parser0.1.13间接
PyPIidna3.11间接
PyPIimportlib-metadata8.7.0间接
PyPIiniconfig2.3.0间接
PyPImsgpack1.1.2间接
PyPImultidict6.7.0间接
PyPImypy1.18.2间接
PyPImypy-extensions1.1.0间接
PyPIopentelemetry-api1.38.0间接
PyPIopentelemetry-instrumentation0.59b0间接
PyPIopentelemetry-sdk1.38.0间接
PyPIopentelemetry-semantic-conventions0.59b0间接
PyPIopentelemetry-test-utils0.59b0间接
PyPIorjson3.11.4间接
PyPIpackaging26.3间接
PyPIpathspec1.1.1间接
PyPIplatformdirs4.11.8间接
PyPIpluggy1.6.0间接
PyPIpolyfactory3.1.0间接
PyPIprek0.5.3间接
PyPIprometheus-client0.23.1间接
PyPIpropcache0.4.1间接
PyPIpsutil7.1.3间接
PyPIpycparser2.23间接
PyPIpydantic-core2.46.5间接
PyPIpygments2.19.2间接
PyPIpyproject-api1.10.0间接
PyPIpytest9.0.1间接
PyPIpytest-cov7.0.0间接
PyPIpytest-xdist3.8.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-discovery1.6.0间接
PyPIpytokens0.4.1间接
PyPIpyzmq27.1.0间接
PyPIruff0.16.7间接
PyPIsix1.17.0间接
PyPIsniffio1.3.1间接
PyPItomli2.4.1间接
PyPItomli-w1.2.0间接
PyPItox4.61.4间接
PyPItox-uv1.36.0间接
PyPItox-uv-bare1.36.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.4间接
PyPIuv0.12.15间接
PyPIuvloop0.22.1间接
PyPIvirtualenv21.7.10间接
PyPIwatchdog6.0.0间接
PyPIwrapt1.17.3间接
PyPIyarl1.22.0间接
PyPIzipp3.23.0间接
依赖安全公告 0

安装 pypi:taskiq@0.12.6 会引入 18 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。

登录过程中消息不会丢失。

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.