公开记录
软件健康报告模式 0.31.0 · 指标 2.10.0 · 2026-08-12 20:33 UTC

QwenLM / Qwen-Agent

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

PythonApache-2.0★ 16,957 星标⑂ 1,690 复刻始于 2023年9月在 GitHub 上查看 ↗
类型如何判定

QwenLM/Qwen-Agent 的健康指数为 100 分中的 67 分,处于「良好」区间。 其得分最高的类别是Community & Adoption(80/100),最低的是Vitality(42/100)。 最近一次更新在 161 天前。 近期的大部分工作由 2 位贡献者完成。

67
总分 / 100
良好

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。

67
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 61 经校准后在公布的指数量表上为 67(记录校准 2026-08-02)。

所有权

Qwen组织
18,570 关注者50 个公开仓库始于 2023年8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
PyPIqwen-agent0.0.34745,15734177 天前llmagentfunction-callingragcode-interpreter

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?

42薄弱 · 占总体的 21%

开发活跃度

25存在风险
评分方式
9.9/36推送新近度最近一次推送于 161 天前
4.2/36提交节奏52 周中有 6 周有提交
10.8/18提交量最近一年 15 次提交
0/10OpenSSF Scorecard:Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
所用输入
commits_last_year15
human_commit_share1
days_since_last_push161
active_weeks_last_year6

发布纪律

68良好
评分方式
27/27有发布版本已发布 25 个发布版本
7.2/36发布时效最近一次发布版本于 440 天前
27/27发布节奏约每 8 天发布一次
0/10OpenSSF Scorecard:Signed-Releases无数据
所用输入
releases_count25
latest_release_tagv0.0.26
releases_from_tags
days_since_latest_release440
mean_days_between_releases8
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?

80优秀 · 占总体的 17%
评分方式
60/60星标16,957 个星标
25/25复刻1,690 个复刻
11.2/15关注者103 位关注者
所用输入
forks1,690
stars16,957
watchers103
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(Apache-2.0)
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
has_license
readme_badges0
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
78.3/80月度下载量pypi 合计每月 745,157 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
packagesqwen-agent
dependents
ecosystemspypi
total_downloads
monthly_downloads745,157
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?

68良好 · 占总体的 23%
评分方式
25.2/54巴士系数2 位贡献者贡献了半数提交
11.7/22.5提交分布头号贡献者编写了 48% 的提交
13.5/13.5贡献者广度30 位贡献者
10/10OpenSSF Scorecard:Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
所用输入
bus_factor2
contributors_sampled30
top_contributor_share0.481
评分方式
17.8/42议题解决42% 的议题已关闭
9.1/30PR 接受已裁定的 PR 中 26/86 已合并
0/13Newcomer PR acceptance30 天内首次贡献者的 PR 已合并 0/4
1.5/15OpenSSF Scorecard:Code-ReviewFound 3/30 approved changesets -- score normalized to 1
所用输入
merged_prs26
open_issues419
closed_issues309
prs_merged_7d0
prs_decided_7d3
prs_merged_30d0
prs_decided_30d4
issue_closed_ratio0.424
closed_unmerged_prs60
first_time_authors_30d4
first_time_prs_merged_30d0
first_time_prs_decided_30d4
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QwenLM 有 18,570 位关注者
18.5/25既往记录50 个公开仓库,账户约 3 年
所用输入
followers18,570
owner_typeOrganization
is_verified
owner_loginQwenLM
public_repos50
account_age_days1,106
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 177 天前
20/20版本历史34 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
packagesqwen-agent
ecosystemspypi
any_deprecated
min_days_since_publish177

工程质量

基础的工程与文档实践是否到位?

66良好 · 占总体的 19%

工程实践

74良好
评分方式
24/24CI 工作流1 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
0/20OpenSSF Scorecard:CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

55中等
评分方式
30/30README
0/25文档目录
15/15文档 / 主页站点https://pypi.org/project/qwen-agent/
10/10仓库描述
0/10主题标签
0/10Wiki
所用输入
topics
has_wiki
homepagehttps://pypi.org/project/qwen-agent/
docs_sitehttps://pypi.org/project/qwen-agent/
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?

50中等 · 占总体的 16%

安全态势

37薄弱
评分方式
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protection无数据
0/2.5CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-ReviewFound 3/30 approved changesets -- score normalized to 1
2.5/2.5Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10/10Dangerous-Workflowno dangerous workflow patterns detected
0/7.5Dependency-Update-Toolno update tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5许可证license file detected
0/7.5Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging无数据
0.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0/5SASTSAST tool is not run on all commits -- score normalized to 0
0/5Security-Policysecurity policy file not detected
0/7.5Signed-Releases无数据
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities98 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate3.7
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_packages52
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:qwen-agent@0.0.34 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 52 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。

66良好 · 占总体的 4%
评分方式
45/45代理指令qwen-agent-docs/website/content/en/guide/core_moduls/agent.md
0/15机器可读文档(llms.txt)
10.7/40可读的提交历史100 次人类提交中有 20 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_share0.2
agent_instruction_filesqwen-agent-docs/website/content/en/guide/core_moduls/agent.md
agent_instruction_max_bytes11,071
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
11/11静态类型检查qwen-agent-docs/website/tsconfig.json
10/10可复现环境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
0/8自动化维护未观察到自动依赖更新
1/10OpenSSF Scorecard:Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configsqwen-agent-docs/website/tsconfig.json
agent_commit_share0
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(qwen-agent-docs/website/tsconfig.json)
54.8/55可控的文件大小采样的 242 个源文件中有 1 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes74,485
source_files_sampled242
oversized_source_files1
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, notebooks
所用输入
example_dirsexamples, notebooks
has_mcp_signal
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

16,957GitHub 星标
30贡献者
15最近 12 个月提交数
161距最近推送天数
25发布版本数
2巴士系数(bus factor)
419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 ★ / 1,690 ⇿
0Star
1,690Fork
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。

5007501,0001,2501,5001,7501,6901002025-052025-122026-08
主版本 0次版本 0修订 3

每个点涵盖 2 天。

OpenSSF Scorecard 3.7 / 10
3.7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 · 2026-08-12 20:33 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
0CI-Tests0 out of 3 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/30 approved changesets -- score normalized to 1
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
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
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities98 existing vulnerabilities detected
全部依赖 707

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 707 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@alloc/quick-lru5.2.0间接
npm@antfu/install-pkg1.1.0间接
npm@braintree/sanitize-url7.1.1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@date-fns/tz1.4.1间接
npm@esbuild/aix-ppc640.27.2间接
npm@esbuild/android-arm0.27.2间接
npm@esbuild/android-arm640.27.2间接
npm@esbuild/android-x640.27.2间接
npm@esbuild/darwin-arm640.27.2间接
npm@esbuild/darwin-x640.27.2间接
npm@esbuild/freebsd-arm640.27.2间接
npm@esbuild/freebsd-x640.27.2间接
npm@esbuild/linux-arm0.27.2间接
npm@esbuild/linux-arm640.27.2间接
npm@esbuild/linux-ia320.27.2间接
npm@esbuild/linux-loong640.27.2间接
npm@esbuild/linux-mips64el0.27.2间接
npm@esbuild/linux-ppc640.27.2间接
npm@esbuild/linux-riscv640.27.2间接
npm@esbuild/linux-s390x0.27.2间接
npm@esbuild/linux-x640.27.2间接
npm@esbuild/netbsd-arm640.27.2间接
npm@esbuild/netbsd-x640.27.2间接
npm@esbuild/openbsd-arm640.27.2间接
npm@esbuild/openbsd-x640.27.2间接
npm@esbuild/openharmony-arm640.27.2间接
npm@esbuild/sunos-x640.27.2间接
npm@esbuild/win32-arm640.27.2间接
npm@esbuild/win32-ia320.27.2间接
npm@esbuild/win32-x640.27.2间接
npm@floating-ui/core1.7.3间接
npm@floating-ui/dom1.7.4间接
npm@floating-ui/react0.26.28间接
npm@floating-ui/react-dom2.1.6间接
npm@floating-ui/utils0.2.10间接
npm@formatjs/intl-localematcher0.6.2间接
npm@headlessui/react2.2.9间接
npm@iconify/types2.0.0间接
npm@iconify/utils3.1.0间接
npm@isaacs/balanced-match4.0.1间接
npm@isaacs/brace-expansion5.0.0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@mdx-js/mdx3.1.1间接
npm@mermaid-js/parser0.6.3间接
npm@napi-rs/simple-git0.1.22间接
npm@napi-rs/simple-git-android-arm-eabi0.1.22间接
npm@napi-rs/simple-git-android-arm640.1.22间接
npm@napi-rs/simple-git-darwin-arm640.1.22间接
npm@napi-rs/simple-git-darwin-x640.1.22间接
npm@napi-rs/simple-git-freebsd-x640.1.22间接
npm@napi-rs/simple-git-linux-arm-gnueabihf0.1.22间接
npm@napi-rs/simple-git-linux-arm64-gnu0.1.22间接
npm@napi-rs/simple-git-linux-arm64-musl0.1.22间接
npm@napi-rs/simple-git-linux-ppc64-gnu0.1.22间接
npm@napi-rs/simple-git-linux-s390x-gnu0.1.22间接
npm@napi-rs/simple-git-linux-x64-gnu0.1.22间接
npm@napi-rs/simple-git-linux-x64-musl0.1.22间接
npm@napi-rs/simple-git-win32-arm64-msvc0.1.22间接
npm@napi-rs/simple-git-win32-ia32-msvc0.1.22间接
npm@napi-rs/simple-git-win32-x64-msvc0.1.22间接
npm@next/env14.2.35间接
npm@next/swc-darwin-arm6414.2.33间接
npm@next/swc-darwin-x6414.2.33间接
npm@next/swc-linux-arm64-gnu14.2.33间接
npm@next/swc-linux-arm64-musl14.2.33间接
npm@next/swc-linux-x64-gnu14.2.33间接
npm@next/swc-linux-x64-musl14.2.33间接
npm@next/swc-win32-arm64-msvc14.2.33间接
npm@next/swc-win32-ia32-msvc14.2.33间接
npm@next/swc-win32-x64-msvc14.2.33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@pagefind/darwin-arm641.4.0间接
npm@pagefind/darwin-x641.4.0间接
npm@pagefind/freebsd-x641.4.0间接
npm@pagefind/linux-arm641.4.0间接
npm@pagefind/linux-x641.4.0间接
npm@pagefind/windows-x641.4.0间接
npm@radix-ui/number1.1.1间接
npm@radix-ui/primitive1.1.3间接
npm@radix-ui/react-accordion1.2.12间接
npm@radix-ui/react-alert-dialog1.1.15间接
npm@radix-ui/react-arrow1.1.7间接
npm@radix-ui/react-aspect-ratio1.1.8间接
npm@radix-ui/react-avatar1.1.11间接
npm@radix-ui/react-checkbox1.3.3间接
npm@radix-ui/react-collapsible1.1.12间接
npm@radix-ui/react-collection1.1.7间接
npm@radix-ui/react-compose-refs1.1.2间接
npm@radix-ui/react-context1.1.2间接
npm@radix-ui/react-context1.1.3间接
npm@radix-ui/react-dialog1.1.15间接
npm@radix-ui/react-direction1.1.1间接
npm@radix-ui/react-dismissable-layer1.1.11间接
npm@radix-ui/react-dropdown-menu2.1.16间接
npm@radix-ui/react-focus-guards1.1.3间接
npm@radix-ui/react-focus-scope1.1.7间接
npm@radix-ui/react-id1.1.1间接
npm@radix-ui/react-label2.1.8间接
npm@radix-ui/react-menu2.1.16间接
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npm@radix-ui/react-popover1.1.15间接
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npmshebang-regex3.0.0间接
npmshiki3.21.0间接
npmsignal-exit4.1.0间接
npmslash5.1.0间接
npmsonner2.0.7间接
npmsource-map0.7.6间接
npmsource-map-js1.2.1间接
npmspace-separated-tokens2.0.2间接
npmspeech-rule-engine4.1.2间接
npmstreamsearch1.1.0间接
npmstringify-entities4.0.4间接
npmstrip-final-newline3.0.0间接
npmstyle-to-js1.1.21间接
npmstyle-to-object1.0.14间接
npmstyled-jsx5.1.1间接
npmstylis4.3.6间接
npmsucrase3.35.1间接
npmsystem-architecture0.1.0间接
npmtabbable6.4.0间接
npmtailwind-merge3.4.0间接
npmtailwindcss4.1.18间接
npmtailwindcss-animate1.0.7间接
npmtapable2.3.0间接
npmthenify3.3.1间接
npmthenify-all1.6.0间接
npmtinyexec0.3.2间接
npmtinyexec1.0.2间接
npmtinyglobby0.2.15间接
npmtitle4.0.1间接
npmto-regex-range5.0.1间接
npmtree-kill1.2.2间接
npmtrim-lines3.0.1间接
npmtrough2.2.0间接
npmts-dedent2.2.0间接
npmts-interface-checker0.1.13间接
npmts-morph27.0.2间接
npmtslib2.8.1间接
npmtsup8.5.1间接
npmtsx4.21.0间接
npmtw-animate-css1.4.0间接
npmtwoslash0.3.6间接
npmtwoslash-protocol0.3.6间接
npmtypescript5.9.3间接
npmufo1.6.3间接
npmundici-types7.10.0间接
npmunified11.0.5间接
npmunist-util-find-after5.0.0间接
npmunist-util-is5.2.1间接
npmunist-util-is6.0.1间接
npmunist-util-modify-children4.0.0间接
npmunist-util-position5.0.0间接
npmunist-util-position-from-estree2.0.0间接
npmunist-util-remove4.0.0间接
npmunist-util-remove-position5.0.0间接
npmunist-util-stringify-position4.0.0间接
npmunist-util-visit3.1.0间接
npmunist-util-visit5.1.0间接
npmunist-util-visit-children3.0.0间接
npmunist-util-visit-parents4.1.1间接
npmunist-util-visit-parents6.0.2间接
npmupdate-browserslist-db1.2.3间接
npmuse-callback-ref1.3.3间接
npmuse-sidecar1.1.3间接
npmuse-sync-external-store1.6.0间接
npmuuid11.1.0间接
npmvfile6.0.3间接
npmvfile-location5.0.3间接
npmvfile-message4.0.3间接
npmvscode-jsonrpc8.2.0间接
npmvscode-languageserver9.0.1间接
npmvscode-languageserver-protocol3.17.5间接
npmvscode-languageserver-textdocument1.0.12间接
npmvscode-languageserver-types3.17.5间接
npmvscode-uri3.0.8间接
npmweb-namespaces2.0.1间接
npmwhich2.0.2间接
npmwicked-good-xpath1.3.0间接
npmyaml2.8.2间接
npmzod4.3.6间接
npmzustand5.0.10间接
npmzwitch2.0.4间接
PyPIaccelerate间接
PyPIdashscope间接
PyPIdotenv间接
PyPIeval-type-backport间接
PyPIfunc-timeout间接
PyPIjson5间接
PyPIjsonlines间接
PyPIjsonschema间接
PyPImatplotlib间接
PyPInumpy间接
PyPIopenai间接
PyPIpandas间接
PyPIpillow间接
PyPIprettytable间接
PyPIpydantic间接
PyPIpython-dotenv间接
PyPIqwen-agent间接
PyPIrank-bm25间接
PyPIrequests间接
PyPIscipy间接
PyPIseaborn间接
PyPIsympy间接
PyPItabulate间接
PyPItiktoken间接
PyPItransformers4.33.1间接
PyPItransformers-stream-generator间接
依赖安全公告 0

安装 pypi:qwen-agent@0.0.34 会引入 52 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 v0.31.0—— 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.