公开记录
软件健康报告模式 0.26.0 · 指标 1.13.0 · 2026-07-22 01:35 UTC

lmfit / uncertainties

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

Python自定义许可证★ 672 星标⑂ 86 复刻始于 2010年6月在 GitHub 上查看 ↗

lmfit/uncertainties 的健康指数为 100 分中的 61 分,处于「中等」区间。 其得分最高的类别是Engineering Quality(85/100),最低的是AI Readiness(45/100)。 最近一次更新在 20 天前。 近期的大部分工作由 1 位贡献者完成。

61
总分 / 100
中等

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。

61
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

lmfit组织
34 关注者5 个公开仓库始于 2013年12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

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?

52中等 · 占总体的 22%

开发活跃度

46存在风险
评分方式
28.8/36推送新近度 — 最近一次推送于 20 天前
4.2/36提交节奏 — 52 周中有 6 周有提交
11.5/18提交量 — 最近一年 18 次提交
2/10OpenSSF Scorecard:Maintained — 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2
所用输入
commits_last_year18
human_commit_share1
days_since_last_push20
active_weeks_last_year6

发布纪律

62中等
评分方式
27/27有发布版本 — 已发布 21 个发布版本
16.2/36发布时效 — 最近一次发布版本于 193 天前
12.6/27发布节奏 — 约每 261.1 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count21
latest_release_tag3.2.4
releases_from_tags
days_since_latest_release193
mean_days_between_releases261.1
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?

60中等 · 占总体的 18%
评分方式
45.9/60星标 — 672 个星标
16.1/25复刻 — 86 个复刻
5.3/15关注者 — 10 位关注者
所用输入
forks86
stars672
watchers10
growth_stateorganic
growth_factor_pct100

社区健康

51中等
评分方式
22.5/22.5README
16.9/22.5许可证 — 存在许可证文件,但不是可识别的许可证
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
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?

58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
1.1/22.5提交分布 — 头号贡献者编写了 95% 的提交
13.5/13.5贡献者广度 — 24 位贡献者
10/10OpenSSF Scorecard:Contributors — project has 16 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled24
top_contributor_share0.951
评分方式
27.6/46.8议题解决 — 59% 的议题已关闭
27.2/38.3PR 接受 — 已裁定的 PR 中 94/132 已合并
15/15OpenSSF Scorecard:Code-Review — all changesets reviewed
所用输入
merged_prs94
open_issues77
closed_issues111
issue_closed_ratio0.59
closed_unmerged_prs38
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
11.1/25所有者影响力 — lmfit 有 34 位关注者
17.7/25既往记录 — 5 个公开仓库,账户约 12 年
所用输入
followers34
owner_typeOrganization
is_verified
owner_loginlmfit
public_repos5
account_age_days4,601
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
14/35发布时效 — 最近一次发布于 456 天前
20/20版本历史 — 81 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
packagesuncertainties
ecosystemspypi
any_deprecated
min_days_since_publish456

工程质量

基础的工程与文档实践是否到位?

85优秀 · 占总体的 20%

工程实践

82良好
评分方式
24/24CI 工作流 — 3 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
8/20OpenSSF Scorecard:CI-Tests — 5 out of 12 merged PRs checked by a CI test -- score normalized to 4
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 — http://uncertainties.readthedocs.io/
10/10仓库描述
10/10主题标签 — 5 个主题标签
0/10Wiki
所用输入
topicsuncertainties, error-propagation, differentiation, autodiff, autodifferentiation
has_wiki
homepagehttp://uncertainties.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?

50中等 · 占总体的 16%

安全态势

50中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — 无数据
1/2.5CI-Tests — 5 out of 12 merged PRs checked by a CI test -- score normalized to 4
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 16 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
2.2/2.5许可证 — license file detected
1.5/7.5Maintained — 2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2
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
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5
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。

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。

45存在风险 · 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)
32.5/40可读的提交历史 — 100 次人类提交中有 61 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.61
agent_instruction_files
agent_instruction_max_bytes
评分方式
18/18一条命令的引导启动 — doc/Makefile
22/22自动化测试
11/11Lint / 格式化配置
0/11静态类型检查
0/10可复现环境
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
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_filesdoc/Makefile
has_devcontainer
has_linter_config
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
评分方式
0/45可类型检查的代码 — Python,未配置类型检查
55/55可控的文件大小 — 采样的 21 个源文件中有 0 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes42,719
source_files_sampled21
oversized_source_files0

关键数据

672GitHub 星标
24贡献者
18最近 12 个月提交数
20距最近推送天数
21发布版本数
1巴士系数(bus factor)
77开放议题
PyPI软件包生态系统数

数据采集警告

  • No resolved dependencies carried a version and a supported ecosystem

更多细节

Star 与 Fork 历史 672 ★ / 86 ⇿
672Star
86Fork
21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。

012525037550062575067184152010-062018-062026-07
主版本 0次版本 1修订 17

每个点涵盖 15 天。

OpenSSF Scorecard 5.0 / 10
5.0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 · 2026-07-22 01:35 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
4CI-Tests5 out of 12 merged PRs checked by a CI test -- score normalized to 4
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 16 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
2Maintained2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2
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
10Vulnerabilities0 existing vulnerabilities detected
全部依赖 1

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 1 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
PyPI-间接
依赖安全公告 未评估

本报告未能完成公告比对:No resolved dependencies carried a version and a supported ecosystem

原始 JSON 报告 机器可读
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          "committed_at": "2024-12-28T02:11:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "969324dcbe01dc933888c2540f3b097c99b350f6",
          "body": "- [x] Closes #267\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file",
          "is_bot": false,
          "headline": "Change how `numpy` behaves as an optional import (#268)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-11-15T16:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3da2a4c9ef8031049826034b486c2083a2d532d",
          "body": "- [x] Closes #270 \r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nThis PR hopes to resolve a few issues with `uncertainty` package\r\ninteracti\n[…]\n easily ignored. It does so\r\nusing the `informational` flag in the `.codecov.yaml` file.\r\n- It moves the API token back to using the github secret rather than\r\nexposing it in the `.codecov.yaml` file.",
          "is_bot": false,
          "headline": "Make codecov pull requests informational only (#269)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-11-15T15:30:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a4c27528e597c6a9320094e40063e173b0d908d",
          "body": null,
          "is_bot": false,
          "headline": "Fix typo: Liittle -> Little (#264)",
          "author_name": "thomas",
          "author_login": "thomascamminady",
          "committed_at": "2024-09-20T00:55:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb98e982e21b215e40edd7849995f80bdebc36b5",
          "body": "- [x] Closes #254 (insert issue number)\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [x] Added an entry to the CHANGES file\r\n\r\nReadthedocs are still not building. I would like to te\n[…]\nuncertainties package\r\n- Go to \"Admin\"\r\n- Go to tab for \"Maintainers\" \r\n- Add maintainers by user name. I can be added under the username\r\njagerber48. If you add me I would be happy to add the others.",
          "is_bot": false,
          "headline": "Fix readthedocs build (#261)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-08-19T16:35:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce1626907053ba9704ef09e7bdf523351282b177",
          "body": "…rwrites (#167)\n\nThis PR\r\n\r\n- Moves formatting code into a `test_formatting.py` module\r\n- Refactors `test_format` to use `pytest.mark.parametrize`. This solves\r\n#162 since cases are no longer stored as dict keys (which were\r\naccidentally repeated). Now each case is a 4-tuple. Previously test\r\ncases \n[…]\n into a list\r\nof tuples. In this case elements of the list are tuples whose first\r\nelement is a value/uncertainty pair tuple and whose second element is a\r\ndict of format string/expected output pairs.",
          "is_bot": false,
          "headline": "Convert `tests` from dict of dicts to list of tuples to avoid key ove…",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-08-09T04:45:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f097015634e4a6ec8c1bea77e9743533f88a38d9",
          "body": "- [x] Closes #254\r\n- [x] Executed `pre-commit run --all-files` with no errors\r\n- [x] The change is fully covered by automated unit tests\r\n- [x] Documented in docs/ as appropriate\r\n- [ ] Added an entry to the CHANGES file\r\n\r\n\r\nThis changes the readthedocs config to install uncertainties and\r\ndependencies with `pip install \".[all]\"`.",
          "is_bot": false,
          "headline": "have readthedocs install with , drop requirements files (#255)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-07-26T05:19:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4a470e48d1fe28bba4a837a7206dfa11c1af5cdc",
          "body": "Given that it is common to work with Uncertainties and numpy, it is easy\r\nto forget to check that a hard dependency on numpy has been introduced.\r\nHere an extra run is added to the CI configuration to run the tests\r\nwithout installing numpy.",
          "is_bot": false,
          "headline": "Add CI run that tests the package without numpy installed (#252)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-07-13T20:04:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e0ba9af71dc0af320ec8b3f207198d4674dacef",
          "body": null,
          "is_bot": false,
          "headline": "Remove some <py3.3 code (#250)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-13T18:03:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64e7320a6f35eb9cd3210addbe4893a0901d0e5c",
          "body": null,
          "is_bot": false,
          "headline": "pr_template (#221)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-12T07:22:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3ef988a6eb34a5e769911611bc6f4ca8fe6cb0c7",
          "body": null,
          "is_bot": false,
          "headline": "pre-commit linting (#248)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-12T06:38:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d2b16d238ba7c8d07b57c129a3c907e37967b80",
          "body": "Move some code from core.py into ops.py, formatting.py, and parsing.py. Since some of the moved code is part of the `AffineScalarFunc` class, it was refactored into functions of `cls` that can be imported back into core.py and called on `AffineScalarFunc`.",
          "is_bot": false,
          "headline": "split core into smaller files (#237)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-07-10T15:11:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1238d37c6ed87d018e696589716de488e7d9eca7",
          "body": "finalize version 3.2.2, use `setuptools-scm` to set the version number from the git tag",
          "is_bot": false,
          "headline": "3.2.2 (#247)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-07-07T18:52:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "411ce33eff2ffaaaf47428fdf1963a36839588ac",
          "body": "This updates the `.codecov.yml` file to be more compliant\r\nwith codecov expectations.\r\nAnd it changes the invocation of pytest with coverage in the testing\r\nenvironment to track the installed files.\r\n\r\n---------\r\n\r\nCo-authored-by: Will Shanks <wshaos@posteo.net>",
          "is_bot": false,
          "headline": "Codecov updates (#246)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-07-07T11:58:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b309a645c1dcc4cf731ef61e2549301d003e5fe",
          "body": "use `dot` and `isscalar` from `numpy` instead of older `numeric` in `unumpy.core` to work with Numpy 2.0",
          "is_bot": false,
          "headline": "Make uncertainties compatible with numpy 2.0 (#245)",
          "author_name": "Pieter Eendebak",
          "author_login": "eendebakpt",
          "committed_at": "2024-07-04T19:24:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35ab5e812bace1691b0552f6148bb38de2c09943",
          "body": "The fixes rendering errors in README.rst that prevent uploading of the\r\nwhl and tarball to PyPI.",
          "is_bot": false,
          "headline": "V3.2.1 (#243)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-08T13:40:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9fce38d7a824e331bbccd8cf6d87836fd26c32f1",
          "body": null,
          "is_bot": false,
          "headline": "version set to 3.2.1 (#241)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-07T19:51:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2da3ca9ab83a0563ecb9a80ae7ff231311f2fa1b",
          "body": "this changes single quotes to double backticks for operators and\r\nfunctions in the user guide, and in code comments.\r\n\r\nsee discussion at\r\nhttps://github.com/lmfit/uncertainties/discussions/201#discussioncomment-9693130",
          "is_bot": false,
          "headline": "use double backticks more uniformly (#240)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-07T13:18:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "34a271fdef824b1cbc2edb5f84cc5fbb9c308411",
          "body": "and also update some of README.rst",
          "is_bot": false,
          "headline": "update readthedocs link (#239)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-06T06:54:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "166a56b766327168e84de6a8724f20891cb70880",
          "body": null,
          "is_bot": false,
          "headline": "another RTD config fix (#238)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-05T07:04:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5e54598f33399246e4eb768fb264b8c8144ab6f1",
          "body": "more (maybe last? ;)) updates to readthedocs configs, hoping it now\r\nconnects and builds docs.",
          "is_bot": false,
          "headline": "Readthedocs config more (#236)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-04T22:15:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7cea5a96d0c79b447742771616dc5232e16aeefa",
          "body": "Listing `setuptools_scm` in `pyproject.toml` enables it to be used to\r\ndetermine which files are included in the sdist instead of the older\r\n`MANIFEST.in` procedure. `setuptools_scm` just includes every file\r\ntracked by `git` which seems fine for this small project.\r\n\r\nAdditionally, delete `INSTALL.txt` which had outdated installation\r\ninformation.",
          "is_bot": false,
          "headline": "Use setuptools-scm to ensure all repo files are in sdist (#235)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-06-04T03:50:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3426fd9128804dad499fc7f5fe87c3a43becf12",
          "body": "* In `pyproject.toml`, use an explicit package list instead of using the\r\n`find` directive.\r\n\r\n* In GitHub Actions workflow, do not use an editable install since that\r\nimplicitly includes all modules below `uncertainties/` and we want to\r\nmake sure we test the package in its installed form.\r\n\r\nCo-authored-by: Matt Newville <newville@cars.uchicago.edu>",
          "is_bot": false,
          "headline": "Use explicit package list and ensure it is tested in CI (#232)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-06-04T02:08:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c3853da2dd60ff8784b4d921984b8286b97e685",
          "body": "…233)\n\nThis should fix the readthedocs configuration, solving the issue\r\nhttps://readthedocs.org/projects/uncertainties/builds/24572849/\r\npointed out by @andrewgsavage",
          "is_bot": false,
          "headline": "update readthedocs_config to point to 'doc', and list requirements (#…",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-03T14:28:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "511633125cd31c5042b7742090d8113998e54ad5",
          "body": "We need to set the version in `pyproject.toml` too!  \r\n\r\nAlso, apparently `uncertainties.unumpy` was not being installed -- how\r\ndid tests pass?",
          "is_bot": false,
          "headline": "3.2.0release (#230)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-03T12:12:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4a48b33f20cdbb44b8f016b227b0702a2cb06f3",
          "body": "update CHANGES and set 3.2.0 as version number in `__init__.py`",
          "is_bot": false,
          "headline": "update CHANGES.rst and __init__.py for v3.2.0 (#229)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-02T17:07:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21352bb3260fbad1510fd920fcccb0a97e8b1d45",
          "body": "This adds a Table of Contents to the sidebar for the index page of the\r\ndocs.\r\nSee  https://lmfit.github.io/uncertainties/ for results",
          "is_bot": false,
          "headline": "add global TOC to doc index page (#228)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-06-02T15:58:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf62fdf2ec22bc008163efea08867501564a0011",
          "body": null,
          "is_bot": false,
          "headline": "changes (#223)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-06-02T15:58:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5954d5c6eb4da7e99fdcc74cabeec3b42000d857",
          "body": null,
          "is_bot": false,
          "headline": "Update unumpy test to be compatible with numpy 2 (#225)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-05-16T16:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbf491779631a30d02bf8e37f51a761a1ee580a5",
          "body": null,
          "is_bot": false,
          "headline": "Mark docstrings with backslashes as raw strings (#226)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-05-16T16:16:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3255816dbe34bf9367b8d173370b6a97dfc97f86",
          "body": null,
          "is_bot": false,
          "headline": "documentation building, readthedocs config (#203)",
          "author_name": "Matt Newville",
          "author_login": "newville",
          "committed_at": "2024-05-15T19:35:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4771a14c5823c077d5401719470feb038d940443",
          "body": "Added .vscode folder to. gitignore settings.",
          "is_bot": false,
          "headline": "Added .vscode folder to .gitignore settings. (#212)",
          "author_name": "Will Riley",
          "author_login": "willynilly",
          "committed_at": "2024-04-22T02:40:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea1d66435b5de700f763f9a4cb828f2ef78fe731",
          "body": null,
          "is_bot": false,
          "headline": "Move tests to tests folder (#216)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-04-05T19:12:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "57e2a20b52de934f4a2e52aa8fa9b0f2ad7261d0",
          "body": "Removed unused imports in tests.  \r\n\r\nCo-authored-by: andrewgsavage <andrewgsavage@gmail.com>",
          "is_bot": false,
          "headline": "Removed unused imported modules from tests. (#210)",
          "author_name": "Will Riley",
          "author_login": "willynilly",
          "committed_at": "2024-04-02T19:36:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "842126871df8381c4cc6c32ec099b3870bb732f4",
          "body": "This commit removes:\r\n- the 1to2 code and documentation, \r\n- the compatability code that handled obsolete function calls, \r\n- the deprecations in these calls,\r\n- the tests that tested obsolete behaviour",
          "is_bot": false,
          "headline": "remove 1to2 and deprecations (#214)",
          "author_name": "andrewgsavage",
          "author_login": "andrewgsavage",
          "committed_at": "2024-04-02T13:59:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9b82f045f423452cfaeddc0b776905c05187e28",
          "body": "* Move static package configuration from setup.py to pyproject.toml\r\n- Minimal changes were made to the configuration, so it still lists\r\nPython 2.7 as the minimum version, though it hasn't been tested what the\r\nminimum version of Python is that can install the package with a\r\npyproject.toml file an\n[…]\n in setup.py into README.rst\r\n* Capture development dependencies listed in setup.py in\r\nrequirements-dev.txt\r\n* Save change log which was in long description in setup.py in its own\r\nfile, CHANGES.rst.",
          "is_bot": false,
          "headline": "Transition from setup.py to pyproject.toml (#199)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-03-15T17:51:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "642c5034bd3547972b6b5fd5ade5c7341749acb8",
          "body": "This change does not modify any code, so the codebase is still actually\r\ncompatible with Python 2.7 through 3.7, but it gives the project the\r\nfreedom to make incompatible changes with versions in that range in\r\nsubsequent commits.\r\n\r\nA note in the documentation states that compatibility with earlier\r\nversions could be considered if there is user demand.\r\n\r\n---------\r\n\r\nCo-authored-by: Matt Newville <newville@cars.uchicago.edu>",
          "is_bot": false,
          "headline": "Drop official support for Python versions before 3.8 (#200)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-03-15T14:56:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05361a7eccb747aa60fefea392899f52a8d0e55c",
          "body": "Adjust CI github action to upload code coverage to codecov.io.",
          "is_bot": false,
          "headline": "Code Coverage github action (#202)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-03-15T00:49:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec15317df26981a1f020933fbce7b1b7408a3884",
          "body": "See\r\nhttps://github.com/lmfit/uncertainties/pull/194#discussion_r1517622906\r\n\r\nTest the correct url [here on my\r\nfork](https://github.com/jagerber48/uncertainties/tree/bugfix/build_badge_url).",
          "is_bot": false,
          "headline": "Fix the url in the \"build\" badge in the readme (#197)",
          "author_name": "Justin Gerber",
          "author_login": "jagerber48",
          "committed_at": "2024-03-14T21:19:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1857e870e6626b8262e2d70f5cf91973fe5ac828",
          "body": "This job succeeds only if all the test jobs succeed. It allows us to\r\nmark it as required for merging a PR rather than requiring every\r\nindividual job.",
          "is_bot": false,
          "headline": "Add a job to GitHub Actions aggregating test results (#196)",
          "author_name": "Will Shanks",
          "author_login": "wshanks",
          "committed_at": "2024-03-07T18:40:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2738c326eedc20ab4924aee9237f4796b4b60e44",
          "body": "Test matrix runs on Windows/Mac/Linux, Python 3.8-3.12",
          "is_bot": false,
          "headline": "Add GitHub Action to run tests (#194)",
          "author_name": "Justin",
          "author_login": "jagerber48",
          "committed_at": "2024-03-07T13:31:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1eaf8da91ea87eaf358f3bd063b28f2ea523b453",
          "body": null,
          "is_bot": false,
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                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 34,
                      "login": "lmfit"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "5 public repos, account ~12 yr old",
                "points": 17.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 5
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 12
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "good",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "packages": [
                "uncertainties"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 456
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 456 days ago",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 456
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "81 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 81
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
        "name": "Engineering Quality",
        "value": 85,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 16,
                "status": "met",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "5 out of 12 merged PRs checked by a CI test -- score normalized to 4",
                "points": 8,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "uncertainties",
                "error-propagation",
                "differentiation",
                "autodiff",
                "autodifferentiation"
              ],
              "has_wiki": false,
              "homepage": "http://uncertainties.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": "http://uncertainties.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": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "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": 50,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "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": 50,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5
            },
            "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": "5 out of 12 merged PRs checked by a CI test -- score normalized to 4",
                "points": 1,
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 16 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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 2",
                "points": 1.5,
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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": 6
            },
            "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": "at_risk",
        "name": "AI Readiness",
        "value": 45,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 32,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.61,
              "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": "61 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 32.5,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 61,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
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              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
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                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "doc/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "doc/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
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                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
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                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "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",
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              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 42719,
              "source_files_sampled": 21,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
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                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/21 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 21,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "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": [
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T01:35:45.933700Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lmfit/uncertainties.svg",
  "full_name": "lmfit/uncertainties",
  "license_state": "custom",
  "license_spdx": null
}

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 v0.26.0—— 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.