公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 21:12 UTC

MTgeophysics / mtpy-v2

Tools to work with magnetotelluric transfer functions, based on MTH5 and mt-metadata. This is an update to mtpy.

PythonMIT★ 61 星标⑂ 24 复刻始于 2023年10月在 GitHub 上查看 ↗

MTgeophysics/mtpy-v2 的健康指数为 100 分中的 66 分,处于「中等」区间。 其得分最高的类别是Vitality(88/100),最低的是Security(36/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

66
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。

66
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

59 关注者9 个公开仓库始于 2017年10月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPImtpy-v22.1.48,021200 天前magnetotellurics

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?

88优秀 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
21.5/36提交节奏 — 52 周中有 31 周有提交
18/18提交量 — 最近一年 422 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year422
human_commit_share0.98
days_since_last_push0
active_weeks_last_year31

发布纪律

92优秀
评分方式
27/27有发布版本 — 已发布 19 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
19.8/27发布节奏 — 约每 73.5 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count19
latest_release_tagv2.1.4
releases_from_tags
days_since_latest_release0
mean_days_between_releases73.5
已排除计分(无数据或不适用):OpenSSF Scorecard:Signed-Releases。 其余权重已重新归一化。

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

56中等 · 占总体的 18%

流行度与采用

43存在风险
评分方式
28.8/60星标 — 61 个星标
11.3/25复刻 — 24 个复刻
3.3/15关注者 — 5 位关注者
所用输入
forks24
stars61
watchers5
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

65中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(MIT)
0/18CONTRIBUTING 指南
0/13.5行为准则
7.2/7.2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
评分方式
52.1/80月度下载量 — pypi 合计每月 8,021 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesmtpy-v2
dependents
ecosystemspypi
total_downloads
monthly_downloads8,021
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

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

54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
1.4/22.5提交分布 — 头号贡献者编写了 94% 的提交
5.4/13.5贡献者广度 — 4 位贡献者
3/10OpenSSF Scorecard:Contributors — project has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor1
contributors_sampled4
top_contributor_share0.938
评分方式
12.9/46.8议题解决 — 28% 的议题已关闭
37.5/38.3PR 接受 — 已裁定的 PR 中 53/54 已合并
1.5/15OpenSSF Scorecard:Code-Review — Found 1/8 approved changesets -- score normalized to 1
所用输入
merged_prs53
open_issues34
closed_issues13
issue_closed_ratio0.277
closed_unmerged_prs1
评分方式
30/30所有权背书 — 组织持有
0/20已验证域名
12.8/25所有者影响力 — MTgeophysics 有 59 位关注者
19.3/25既往记录 — 9 个公开仓库,账户约 8 年
所用输入
followers59
owner_typeOrganization
is_verified
owner_loginMTgeophysics
public_repos9
account_age_days3,194
评分方式
25/25已发布且可解析 — pypi 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 20 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
packagesmtpy-v2
ecosystemspypi
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

87优秀 · 占总体的 20%

工程实践

78良好
评分方式
24/24CI 工作流 — 5 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
4/20OpenSSF Scorecard:CI-Tests — 1 out of 5 merged PRs checked by a CI test -- score normalized to 2
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

100优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://mtpy-v2.readthedocs.io/en/latest/index.html
10/10仓库描述
10/10主题标签 — 3 个主题标签
10/10Wiki
所用输入
topicsmagnetotellurics, mt-metadata, mth5
has_wiki
homepagehttps://mtpy-v2.readthedocs.io/en/latest/index.html
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?

36存在风险 · 占总体的 16%

安全态势

36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
0.5/2.5CI-Tests — 1 out of 5 merged PRs checked by a CI test -- score normalized to 2
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 1/8 approved changesets -- score normalized to 1
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
0/10Dangerous-Workflow — dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
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_aggregate3.6
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。

55中等 · 占总体的 0%
评分方式
45/45代理指令 — .github/copilot-instructions.md
0/15机器可读文档(llms.txt)
23.9/40可读的提交历史 — 98 次人类提交中有 44 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_share0.449
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes704
评分方式
18/18一条命令的引导启动 — docs/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_filesdocs/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
53/55可控的文件大小 — 采样的 224 个源文件中有 8 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes164,225
source_files_sampled224
oversized_source_files8

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 — notebooks, recipes
所用输入
example_dirsnotebooks, recipes
has_mcp_signal
api_schema_files

关键数据

61GitHub 星标
4贡献者
422最近 12 个月提交数
0距最近推送天数
19发布版本数
1巴士系数(bus factor)
34开放议题
PyPI软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:mtpy-v2@2.1.4; advisories assessed against the repository dependency graph instead
  • No resolved dependencies carried a version and a supported ecosystem

更多细节

Star 与 Fork 历史 0 ★ / 24 ⇿
0Star
24Fork
12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。

048121620242422023-122025-042026-07
主版本 0次版本 1修订 11

每个点涵盖 3 天。

OpenSSF Scorecard 3.6 / 10
3.6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 · 2026-07-24 21:11 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
2CI-Tests1 out of 5 merged PRs checked by a CI test -- score normalized to 2
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 1/8 approved changesets -- score normalized to 1
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
0Dangerous-Workflowdangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
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
直接依赖 16
注册表软件包版本约束清单文件
PyPInumpypyproject.toml
PyPIscipypyproject.toml
PyPIxarray>=2024.10.0pyproject.toml
PyPImatplotlib>=3.7pyproject.toml
PyPIpyprojpyproject.toml
PyPIconfigparserpyproject.toml
PyPImt_metadatapyproject.toml
PyPImth5pyproject.toml
PyPIgeopandaspyproject.toml
PyPIrasteriopyproject.toml
PyPIcontextilypyproject.toml
PyPIpyevtkpyproject.toml
PyPIsimpegpyproject.toml
PyPIaurorapyproject.toml
PyPIbokehpyproject.toml
PyPIpanelpyproject.toml
全部依赖 13

来自 GitHub 依赖图的完整解析依赖集合:3 个直接依赖与 10 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
PyPImatplotlib直接
PyPImth5直接
PyPIxarray直接
PyPIipykernel间接
PyPIipython间接
PyPIjupyter-client间接
PyPIloguru间接
PyPInbsphinx间接
PyPIpytest间接
PyPIpyyaml间接
PyPIsetuptools间接
PyPIsphinx间接
PyPIsphinx-rtd-theme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
{
  "data": {
    "repo": {
      "topics": [
        "magnetotellurics",
        "mt-metadata",
        "mth5"
      ],
      "is_fork": false,
      "size_kb": 49549,
      "has_wiki": true,
      "homepage": "https://mtpy-v2.readthedocs.io/en/latest/index.html",
      "languages": {
        "Python": 3822882
      },
      "pushed_at": "2026-07-24T21:10:32Z",
      "created_at": "2023-10-11T22:24:50Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-24T21:10:20Z",
      "description": "Tools to work with magnetotelluric transfer functions, based on MTH5 and mt-metadata. This is an update to mtpy.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "http://MTgeophysics.github.io",
      "name": "Magnetotellurics Geophysics",
      "type": "Organization",
      "login": "MTgeophysics",
      "company": null,
      "location": "United States of America",
      "followers": 59,
      "avatar_url": "https://avatars.githubusercontent.com/u/33074279?v=4",
      "created_at": "2017-10-24T22:17:27Z",
      "is_verified": null,
      "public_repos": 9,
      "account_age_days": 3194
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.1.4",
          "kind": "patch",
          "published_at": "2026-07-24T21:10:32Z"
        },
        {
          "tag": "v2.1.3",
          "kind": "patch",
          "published_at": "2026-07-22T05:36:22Z"
        },
        {
          "tag": "v2.1.2",
          "kind": "patch",
          "published_at": "2026-06-06T18:15:05Z"
        },
        {
          "tag": "v2.1.1",
          "kind": "patch",
          "published_at": "2026-05-12T04:36:39Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2026-05-09T21:22:09Z"
        },
        {
          "tag": "v2.0.14",
          "kind": "patch",
          "published_at": "2026-01-22T08:02:08Z"
        },
        {
          "tag": "v2.0.13",
          "kind": "patch",
          "published_at": "2025-12-09T05:29:50Z"
        },
        {
          "tag": "v2.0.12",
          "kind": "patch",
          "published_at": "2024-10-24T03:38:40Z"
        },
        {
          "tag": "v2.0.11",
          "kind": "patch",
          "published_at": "2024-10-24T03:38:21Z"
        },
        {
          "tag": "v2.0.10",
          "kind": "patch",
          "published_at": "2024-10-01T03:35:10Z"
        },
        {
          "tag": "v2.0.9",
          "kind": "patch",
          "published_at": "2024-08-30T23:35:53Z"
        },
        {
          "tag": "v2.0.8",
          "kind": "patch",
          "published_at": "2024-08-30T18:39:35Z"
        },
        {
          "tag": "v2.0.7",
          "kind": "patch",
          "published_at": "2024-04-12T22:54:27Z"
        },
        {
          "tag": "v2.0.6",
          "kind": "patch",
          "published_at": "2024-02-28T00:52:02Z"
        },
        {
          "tag": "v2.0.5",
          "kind": "patch",
          "published_at": "2023-11-10T00:19:58Z"
        },
        {
          "tag": "v2.0.3",
          "kind": "patch",
          "published_at": "2023-10-23T22:58:26Z"
        },
        {
          "tag": "v2.0.2",
          "kind": "patch",
          "published_at": "2023-10-23T22:26:01Z"
        },
        {
          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2023-10-23T21:39:58Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2023-10-11T23:13:53Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "c57f20ee8d77fe5c6e979a747eb5f52b50f2bdcc",
          "body": "update all get_cmap to mpl.colormaps.get_cmap",
          "is_bot": false,
          "headline": "Merge pull request #107 from MTgeophysics/updates",
          "author_name": "JP",
          "author_login": "kujaku11",
          "committed_at": "2026-07-24T21:10:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7837bf7a351647ece9a9c9ea43497984d6ae578d",
          "body": null,
          "is_bot": true,
          "headline": "chore: bump version to 2.1.4 [skip ci]",
          "author_name": "github-actions[bot]",
          "author_login": "github-actions[bot]",
          "committed_at": "2026-07-24T21:01:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af46ae1705ea2a7e039051bbb438fcb0a6ac6ef7",
          "body": null,
          "is_bot": false,
          "headline": "chore: auto-format code with black/isort/autoflake [skip ci]",
          "author_name": "kujaku11",
          "author_login": "kujaku11",
          "committed_at": "2026-07-24T20:50:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d12a3734e2abd90bd36a11bb2ba20f406ba26678",
          "body": null,
          "is_bot": false,
          "headline": "update all get_cmap to mpl.colormaps.get_cmap",
          "author_name": "JP",
          "author_login": "kujaku11",
          "committed_at": "2026-07-24T20:47:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f133d6ba0636c431705cb7ed3a677b82d9ba5169",
          "body": null,
          "is_bot": false,
          "headline": "Fix directory path for mt_metadata in workflow",
          "author_name": "JP",
          "author_login": "kujaku11",
          "committed_at": "2026-07-22T06:15:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "520af8f806e3185a405069ecc27cb42dd5869434",
          "body": null,
          "is_bot": false,
          "headline": "Fix repository name in git clone command",
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                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "1 out of 5 merged PRs checked by a CI test -- score normalized to 2",
                "points": 0.5,
                "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 1/8 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "dangerous workflow patterns detected",
                "points": 0,
                "status": "missed",
                "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": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "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": 1
            },
            "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": 55,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "moderate",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 69,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.449,
              "agent_instruction_files": [
                ".github/copilot-instructions.md"
              ],
              "agent_instruction_max_bytes": 704
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": ".github/copilot-instructions.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".github/copilot-instructions.md"
                    }
                  }
                ],
                "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": "44 of 98 human commits state their intent (structured subject or explanatory body)",
                "points": 23.9,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 44,
                      "sampled": 98
                    }
                  }
                ],
                "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": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "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": 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",
                    "params": {
                      "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",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 53,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 164225,
              "source_files_sampled": 224,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "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": "8/224 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 224,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "notebooks",
                "recipes"
              ],
              "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": "notebooks, recipes",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "notebooks, recipes"
                    }
                  }
                ],
                "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:mtpy-v2@2.1.4; advisories assessed against the repository dependency graph instead",
    "No resolved dependencies carried a version and a supported ecosystem"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T21:12:16.183636Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/MTgeophysics/mtpy-v2.svg",
  "full_name": "MTgeophysics/mtpy-v2",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 v0.27.0—— 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.