公开记录
软件健康报告模式 0.16.0 · 指标 1.13.0 · 2026-07-21 01:07 UTC

joerick / pyinstrument

🚴 Call stack profiler for Python. Shows you why your code is slow!

Python · TypeScript · SvelteBSD-3-Clause★ 7,966 星标⑂ 294 复刻始于 2014年3月在 GitHub 上查看 ↗

joerick/pyinstrument 的健康指数为 100 分中的 71 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(92/100),最低的是AI Readiness(53/100)。 最近一次更新在 12 天前。 近期的大部分工作由 1 位贡献者完成。

71
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;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 49(有风险)的上限。AI 就绪度不计入总体分。

71
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29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。

所有权

Joe Rickerby个人账户
251 关注者88 个公开仓库始于 2011年12月Nord Projects

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

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
PyPIpyinstrument5.1.2-55197 天前profilingprofileprofilercputimesampling

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?

68中等 · 占总体的 22%
评分方式
28.8/36推送新近度 — 最近一次推送于 12 天前
14.5/36提交节奏 — 52 周中有 21 周有提交
17.1/18提交量 — 最近一年 79 次提交
7/10OpenSSF Scorecard:Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
所用输入
commits_last_year79
human_commit_share
days_since_last_push12
active_weeks_last_year21

发布纪律

70良好
评分方式
27/27有发布版本 — 已发布 14 个发布版本
16.2/36发布时效 — 最近一次发布版本于 197 天前
19.8/27发布节奏 — 约每 90.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count14
latest_release_tagv5.1.2
releases_from_tags
days_since_latest_release197
mean_days_between_releases90.6
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?

71良好 · 占总体的 18%
评分方式
60/60星标 — 7,966 个星标
20.6/25复刻 — 294 个复刻
9.3/15关注者 — 49 位关注者
所用输入
forks294
stars7,966
watchers49
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(BSD-3-Clause)
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
has_contributing
has_issue_template
has_code_of_conduct
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?

64中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
5.1/22.5提交分布 — 头号贡献者编写了 78% 的提交
13.5/13.5贡献者广度 — 65 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 50 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled65
top_contributor_share0.775
评分方式
40/46.8议题解决 — 86% 的议题已关闭
27.8/38.3PR 接受 — 已裁定的 PR 中 176/242 已合并
4.5/15OpenSSF Scorecard:Code-Review — Found 3/9 approved changesets -- score normalized to 3
所用输入
merged_prs176
open_issues28
closed_issues166
issue_closed_ratio0.856
closed_unmerged_prs66
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
17.3/25所有者影响力 — joerick 有 251 位关注者
25/25既往记录 — 88 个公开仓库,账户约 14 年
所用输入
followers251
owner_typeUser
is_verified
owner_loginjoerick
public_repos88
account_age_days5,340
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
26/35发布时效 — 最近一次发布于 197 天前
20/20版本历史 — 55 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
packagespyinstrument
ecosystemspypi
any_deprecated
min_days_since_publish197

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 20%

工程实践

94优秀
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
16/16Linter 配置
9.6/9.6Pre-commit 钩子
6.4/6.4.editorconfig
14/20OpenSSF Scorecard:CI-Tests — 9 out of 12 merged PRs checked by a CI test -- score normalized to 7
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://pyinstrument.readthedocs.io/
10/10仓库描述
10/10主题标签 — 6 个主题标签
0/10Wiki
所用输入
topicspython, django, profiler, performance, profile, async
has_wiki
homepagehttps://pyinstrument.readthedocs.io/
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

49存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
1.8/2.5CI-Tests — 9 out of 12 merged PRs checked by a CI test -- score normalized to 7
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
2.2/7.5Code-Review — Found 3/9 approved changesets -- score normalized to 3
2.5/2.5Contributors — project has 50 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
5.2/7.5Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — 39 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4.9
已排除计分(无数据或不适用):branch_protection, 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
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
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
advisories39
affected_packages12
assessed_packages187
unassessed_packages0
affected_by_severitycritical 3, high 5, moderate 4
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 187 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 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?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

53中等 · 占总体的 0%
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)
0/40可读的提交历史 — 无数据
所用输入
has_llms_txt
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
已排除计分(无数据或不适用):可读的提交历史。 其余权重已重新归一化。
评分方式
18/18一条命令的引导启动 — docs/Makefile, noxfile.py
22/22自动化测试
11/11Lint / 格式化配置
11/11静态类型检查 — html_renderer/tsconfig.json, pyinstrument/py.typed
10/10可复现环境 — devcontainer, Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
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
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_filesdocs/Makefile, noxfile.py
has_devcontainer
has_linter_config
typecheck_configshtml_renderer/tsconfig.json, pyinstrument/py.typed
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
已排除计分(无数据或不适用):已体现的代理实践。 其余权重已重新归一化。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(html_renderer/tsconfig.json, pyinstrument/py.typed)
53.2/55可控的文件大小 — 采样的 119 个源文件中有 4 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes950,319
source_files_sampled119
oversized_source_files4

机器可读接口

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

关键数据

7,966GitHub 星标
65贡献者
79最近 12 个月提交数
12距最近推送天数
14发布版本数
1巴士系数(bus factor)
28开放议题
npm, PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 4.9 / 10
4.9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 · 2026-07-21 01:07 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
7CI-Tests9 out of 12 merged PRs checked by a CI test -- score normalized to 7
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
3Code-ReviewFound 3/9 approved changesets -- score normalized to 3
10Contributorsproject has 50 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
7Maintained9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
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
0Vulnerabilities39 existing vulnerabilities detected
直接依赖 1
注册表软件包版本约束清单文件
npmsvelte-persisted-store^0.11.0html_renderer/package.json
全部依赖 187

来自 GitHub 依赖图的完整解析依赖集合:1 个直接依赖与 186 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
npmsvelte-persisted-store0.11.0直接
npm@ampproject/remapping2.3.0间接
npm@esbuild/aix-ppc640.21.5间接
npm@esbuild/android-arm0.21.5间接
npm@esbuild/android-arm640.21.5间接
npm@esbuild/android-x640.21.5间接
npm@esbuild/darwin-arm640.21.5间接
npm@esbuild/darwin-x640.21.5间接
npm@esbuild/freebsd-arm640.21.5间接
npm@esbuild/freebsd-x640.21.5间接
npm@esbuild/linux-arm0.21.5间接
npm@esbuild/linux-arm640.21.5间接
npm@esbuild/linux-ia320.21.5间接
npm@esbuild/linux-loong640.21.5间接
npm@esbuild/linux-mips64el0.21.5间接
npm@esbuild/linux-ppc640.21.5间接
npm@esbuild/linux-riscv640.21.5间接
npm@esbuild/linux-s390x0.21.5间接
npm@esbuild/linux-x640.21.5间接
npm@esbuild/netbsd-x640.21.5间接
npm@esbuild/openbsd-x640.21.5间接
npm@esbuild/sunos-x640.21.5间接
npm@esbuild/win32-arm640.21.5间接
npm@esbuild/win32-ia320.21.5间接
npm@esbuild/win32-x640.21.5间接
npm@jridgewell/gen-mapping0.3.5间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/set-array1.2.1间接
npm@jridgewell/sourcemap-codec1.5.0间接
npm@jridgewell/trace-mapping0.3.25间接
npm@rollup/rollup-android-arm-eabi4.19.2间接
npm@rollup/rollup-android-arm644.19.2间接
npm@rollup/rollup-darwin-arm644.19.2间接
npm@rollup/rollup-darwin-x644.19.2间接
npm@rollup/rollup-linux-arm-gnueabihf4.19.2间接
npm@rollup/rollup-linux-arm-musleabihf4.19.2间接
npm@rollup/rollup-linux-arm64-gnu4.19.2间接
npm@rollup/rollup-linux-arm64-musl4.19.2间接
npm@rollup/rollup-linux-powerpc64le-gnu4.19.2间接
npm@rollup/rollup-linux-riscv64-gnu4.19.2间接
npm@rollup/rollup-linux-s390x-gnu4.19.2间接
npm@rollup/rollup-linux-x64-gnu4.19.2间接
npm@rollup/rollup-linux-x64-musl4.19.2间接
npm@rollup/rollup-win32-arm64-msvc4.19.2间接
npm@rollup/rollup-win32-ia32-msvc4.19.2间接
npm@rollup/rollup-win32-x64-msvc4.19.2间接
npm@sveltejs/vite-plugin-svelte3.1.1间接
npm@sveltejs/vite-plugin-svelte-inspector2.1.0间接
npm@tsconfig/svelte5.0.4间接
npm@types/estree1.0.5间接
npm@types/pug2.0.10间接
npm@vitest/expect2.0.5间接
npm@vitest/pretty-format2.0.5间接
npm@vitest/runner2.0.5间接
npm@vitest/snapshot2.0.5间接
npm@vitest/spy2.0.5间接
npm@vitest/utils2.0.5间接
npmacorn8.12.1间接
npmansi-regex5.0.1间接
npmansi-styles4.3.0间接
npmanymatch3.1.3间接
npmaria-query5.3.0间接
npmassertion-error2.0.1间接
npmaxobject-query4.1.0间接
npmbalanced-match1.0.2间接
npmbinary-extensions2.3.0间接
npmbrace-expansion1.1.11间接
npmbraces3.0.3间接
npmbuffer-crc321.0.0间接
npmcac6.7.14间接
npmchai5.1.1间接
npmcheck-error2.1.1间接
npmchokidar3.6.0间接
npmcliui8.0.1间接
npmcode-red1.0.4间接
npmcolor-convert2.0.1间接
npmcolor-name1.1.4间接
npmconcat-map0.0.1间接
npmcross-spawn7.0.3间接
npmcss-tree2.3.1间接
npmdebug4.3.6间接
npmdeep-eql5.0.2间接
npmdeepmerge4.3.1间接
npmdefine-lazy-prop2.0.0间接
npmdequal2.0.3间接
npmdetect-indent6.1.0间接
npmemoji-regex8.0.0间接
npmes6-promise3.3.1间接
npmesbuild0.21.5间接
npmescalade3.1.2间接
npmestree-walker3.0.3间接
npmexeca8.0.1间接
npmfill-range7.1.1间接
npmfs.realpath1.0.0间接
npmfsevents2.3.3间接
npmget-caller-file2.0.5间接
npmget-func-name2.0.2间接
npmget-stream8.0.1间接
npmglob7.2.3间接
npmglob-parent5.1.2间接
npmgraceful-fs4.2.11间接
npmhuman-signals5.0.0间接
npmimmutable4.3.7间接
npminflight1.0.6间接
npminherits2.0.4间接
npmis-binary-path2.1.0间接
npmis-docker2.2.1间接
npmis-extglob2.1.1间接
npmis-fullwidth-code-point3.0.0间接
npmis-glob4.0.3间接
npmis-number7.0.0间接
npmis-reference3.0.2间接
npmis-stream3.0.0间接
npmis-wsl2.2.0间接
npmisexe2.0.0间接
npmkleur4.1.5间接
npmlocate-character3.0.0间接
npmloupe3.1.1间接
npmmagic-string0.30.11间接
npmmdn-data2.0.30间接
npmmerge-stream2.0.0间接
npmmimic-fn4.0.0间接
npmmin-indent1.0.1间接
npmminimatch3.1.2间接
npmminimist1.2.8间接
npmmkdirp0.5.6间接
npmmri1.2.0间接
npmms2.1.2间接
npmnanoid3.3.7间接
npmnormalize-path3.0.0间接
npmnpm-run-path5.3.0间接
npmonce1.4.0间接
npmonetime6.0.0间接
npmopen8.4.2间接
npmpath-is-absolute1.0.1间接
npmpath-key3.1.1间接
npmpath-key4.0.0间接
npmpathe1.1.2间接
npmpathval2.0.0间接
npmperiscopic3.1.0间接
npmpicocolors1.0.1间接
npmpicomatch2.3.1间接
npmpostcss8.4.40间接
npmreaddirp3.6.0间接
npmrequire-directory2.1.1间接
npmrimraf2.7.1间接
npmrollup4.19.2间接
npmrollup-plugin-visualizer5.12.0间接
npmsade1.8.1间接
npmsander0.5.1间接
npmsass1.77.8间接
npmshebang-command2.0.0间接
npmshebang-regex3.0.0间接
npmsiginfo2.0.0间接
npmsignal-exit4.1.0间接
npmsorcery0.11.1间接
npmsource-map0.7.4间接
npmsource-map-js1.2.0间接
npmstackback0.0.2间接
npmstd-env3.7.0间接
npmstring-width4.2.3间接
npmstrip-ansi6.0.1间接
npmstrip-final-newline3.0.0间接
npmstrip-indent3.0.0间接
npmsvelte4.2.18间接
npmsvelte-check3.8.5间接
npmsvelte-hmr0.16.0间接
npmsvelte-preprocess5.1.4间接
npmsvelte-preprocess6.0.2间接
npmtinybench2.9.0间接
npmtinypool1.0.0间接
npmtinyrainbow1.2.0间接
npmtinyspy3.0.0间接
npmto-regex-range5.0.1间接
npmtslib2.6.3间接
npmtypescript5.5.4间接
npmvite5.3.5间接
npmvite-node2.0.5间接
npmvitefu0.2.5间接
npmvitest2.0.5间接
npmwhich2.0.2间接
npmwhy-is-node-running2.3.0间接
npmwrap-ansi7.0.0间接
npmwrappy1.0.2间接
npmy18n5.0.8间接
npmyargs17.7.2间接
npmyargs-parser21.1.1间接
依赖安全公告 12

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 187 个包,其中也包含从不交付的开发与测试版本固定:12 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
immutable4.3.7间接严重15.1.5
rollup4.19.2间接严重24.59.0
vitest2.0.5间接严重24.1.0
brace-expansion1.1.11间接35.0.7
cross-spawn7.0.3间接17.0.5
minimatch3.1.2间接310.2.3
picomatch2.3.1间接24.0.4
vite5.3.5间接158.0.16
esbuild0.21.5间接10.25.0
nanoid3.3.7间接15.0.9
postcss8.4.40间接18.5.10
svelte4.2.18间接75.55.7

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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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 7,
            "reason": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "39 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        ],
        "commit": "803891df61c0850a2873c77bca8bca38b7d53090",
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      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": true
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  "config": {
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    "disabled_components": {}
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  "source": {
    "url": "https://github.com/joerick/pyinstrument",
    "host": "github.com",
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  "metrics": {
    "overall": {
      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
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        "vitality": 68,
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      "components": []
    },
    "categories": [
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        "key": "vitality",
        "band": "moderate",
        "name": "Vitality",
        "value": 68,
        "weight": 0.22,
        "metrics": [
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            "key": "development_activity",
            "band": "moderate",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 67,
            "inputs": {
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              "days_since_last_push": 12,
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 12 days ago",
                "points": 28.8,
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                "max_points": 36
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                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "21/52 weeks with commits",
                "points": 14.5,
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                    "code": "commit_cadence_weeks",
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                      "weeks": 21
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                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "79 commits in the last year",
                "points": 17.1,
                "status": "partial",
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                    "code": "commits_last_year",
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                      "count": 79
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                "max_points": 18
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                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
                "points": 7,
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                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "release_discipline",
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            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
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                "code": "weights_renormalized",
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            "value": 70,
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              "days_since_latest_release": 197,
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            "components": [
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "14 releases published",
                "points": 27,
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                "details": [
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              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 197 days ago",
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                "key": "release_cadence",
                "name": "Release cadence",
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                "points": 19.8,
                "status": "partial",
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                    "code": "release_cadence",
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              {
                "key": "openssf_scorecard_signed_releases",
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                "status": "excluded",
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          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
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        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "notes": [],
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            "components": [
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                "key": "stars",
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                "points": 60,
                "status": "met",
                "details": [
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                    "code": "stars",
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                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "294 forks",
                "points": 20.6,
                "status": "partial",
                "details": [
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                    "code": "forks",
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                "max_points": 25
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              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "49 watchers",
                "points": 9.3,
                "status": "partial",
                "details": [
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                    "code": "watchers",
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                      "count": 49
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                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
            },
            "components": [
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                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
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              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 64,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 38,
            "inputs": {
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              "contributors_sampled": 65,
              "top_contributor_share": 0.775
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 1
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 78% of commits",
                "points": 5.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 78
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "65 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 65
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 50 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 72,
            "inputs": {
              "merged_prs": 176,
              "open_issues": 28,
              "closed_issues": 166,
              "issue_closed_ratio": 0.856,
              "closed_unmerged_prs": 66
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "86% of issues closed",
                "points": 40,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 86
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "176/242 decided PRs merged",
                "points": 27.8,
                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "merged": 176,
                      "decided": 242
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/9 approved changesets -- score normalized to 3",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 65,
            "inputs": {
              "followers": 251,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "joerick",
              "public_repos": 88,
              "account_age_days": 5340
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            "components": [
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                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
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                    "code": "owner_personal",
                    "params": {}
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                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_applicable_to_user_accounts",
                    "params": {}
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                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "251 followers of joerick",
                "points": 17.3,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 251,
                      "login": "joerick"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "88 public repos, account ~14 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 88
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                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
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                  }
                ],
                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
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              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 197
            },
            "components": [
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                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
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                    "code": "packages_published",
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                      "ecosystems": "pypi"
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                ],
                "max_points": 25
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              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 197 days ago",
                "points": 26,
                "status": "partial",
                "details": [
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                "key": "version_history",
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                "max_points": 20
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                "key": "not_deprecated",
                "name": "Not deprecated",
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                "points": 20,
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                    "code": "package_not_deprecated",
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                ],
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            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
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        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_editorconfig": true,
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            "components": [
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                "key": "ci_workflows",
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              },
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                "key": "linter_config",
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                "key": "pre_commit_hooks",
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                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "9 out of 12 merged PRs checked by a CI test -- score normalized to 7",
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            "key": "documentation",
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            "notes": [],
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            "inputs": {
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              "homepage": "https://pyinstrument.readthedocs.io/",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://pyinstrument.readthedocs.io/",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 59,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 49,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.9
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal 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",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "9 out of 12 merged PRs checked by a CI test -- score normalized to 7",
                "points": 1.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 3/9 approved changesets -- score normalized to 3",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 50 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "39 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 187 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 187
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 39,
              "affected_packages": 12,
              "assessed_packages": 187,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 3, high 5, moderate 4",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 187,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 19
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "excellent",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 86,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile",
                "noxfile.py"
              ],
              "has_devcontainer": true,
              "has_linter_config": true,
              "typecheck_configs": [
                "html_renderer/tsconfig.json",
                "pyinstrument/py.typed"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile, noxfile.py",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile, noxfile.py"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 11,
                "status": "met",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "html_renderer/tsconfig.json, pyinstrument/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "html_renderer/tsconfig.json, pyinstrument/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 950319,
              "source_files_sampled": 119,
              "oversized_source_files": 4
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (html_renderer/tsconfig.json, pyinstrument/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "html_renderer/tsconfig.json, pyinstrument/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "4/119 source files over 60KB",
                "points": 53.2,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 119,
                      "oversized": 4
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [],
  "report_type": "repository",
  "generated_at": "2026-07-21T01:07:54.506960Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/joerick/pyinstrument.svg",
  "full_name": "joerick/pyinstrument",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

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 v1.13.0、模式 v0.16.0—— 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.