公开记录中等
软件健康报告模式 0.12.0 · 指标 1.13.0 · 2026-07-17 21:52 UTC
ices-tools-dev / echosms
Making acoustic scattering models available to fisheries and plankton scientists via the world wide web
ices-tools-dev/echosms 的健康指数为 100 分中的 68 分，处于「中等」区间。 其得分最高的类别是Vitality（97/100），最低的是AI Readiness（35/100）。 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。
68
总分 / 100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。
68
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）
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
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 |
|---|---|---|---|---|---|---|
| PyPI | echosms | 0.23.1 | - | 73 | 2 天前 | acousticbackscattermodel |
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？
97
开发活跃度
96优秀
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 31.8/36 | 提交节奏 — 52 周中有 46 周有提交 |
| 18/18 | 提交量 — 最近一年 427 次提交 |
| 10/10 | OpenSSF 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_year | 427 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 46 |
发布纪律
98优秀
评分方式
| 27/27 | 有发布版本 — 已发布 65 个发布版本 |
| 36/36 | 发布时效 — 最近一次发布版本于 2 天前 |
| 27/27 | 发布节奏 — 约每 9.6 天发布一次 |
| 8/10 | OpenSSF Scorecard：Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
所用输入
| releases_count | 65 |
| latest_release_tag | v0.23.1 |
| releases_from_tags | 否 |
| days_since_latest_release | 2 |
| mean_days_between_releases | 9.6 |
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？
40
流行度与采用
32存在风险
评分方式
| 21.4/60 | 星标 — 22 个星标 |
| 5.8/25 | 复刻 — 6 个复刻 |
| 4.7/15 | 关注者 — 8 位关注者 |
所用输入
| forks | 6 |
| stars | 22 |
| watchers | 8 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
50中等
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（MIT） |
| 0/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 否 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
57
维护者韧性（巴士系数）
19危急
评分方式
| 9/54 | 巴士系数 — 1 位贡献者贡献了半数提交 |
| 0.6/22.5 | 提交分布 — 头号贡献者编写了 97% 的提交 |
| 6.8/13.5 | 贡献者广度 — 5 位贡献者 |
| 3/10 | OpenSSF Scorecard：Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 5 |
| top_contributor_share | 0.973 |
议题与 PR 响应能力
61中等
评分方式
| 24.6/46.8 | 议题解决 — 53% 的议题已关闭 |
| 36.3/38.3 | PR 接受 — 已裁定的 PR 中 19/20 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 19 |
| open_issues | 9 |
| closed_issues | 10 |
| issue_closed_ratio | 0.526 |
| closed_unmerged_prs | 1 |
所有权与托管责任
66中等
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 10.5/25 | 所有者影响力 — ices-tools-dev 有 28 位关注者 |
| 25/25 | 既往记录 — 91 个公开仓库，账户约 10 年 |
所用输入
| followers | 28 |
| owner_type | Organization |
| is_verified | — |
| owner_login | ices-tools-dev |
| public_repos | 91 |
| account_age_days | 3,650 |
软件包维护
100优秀
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 2 天前 |
| 20/20 | 版本历史 — 73 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
| packages | echosms |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 2 |
工程质量
基础的工程与文档实践是否到位？
91
工程实践
92优秀
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 16/16 | Linter 配置 |
| 9.6/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard：CI-Tests — 无数据 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 是 |
| has_precommit_config | 是 |
已排除计分（无数据或不适用）：OpenSSF Scorecard：CI-Tests。 其余权重已重新归一化。
文档
90优秀
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 15/15 | 文档 / 主页站点 — https://ices-tools-dev.github.io/echoSMs/ |
| 10/10 | 仓库描述 |
| 10/10 | 主题标签 — 6 个主题标签 |
| 0/10 | Wiki |
所用输入
| topics | acoustics, backscatter, fisheries, models, plankton, scattering |
| has_wiki | 否 |
| homepage | https://ices-tools-dev.github.io/echoSMs/ |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
安全
可见的安全与供应链实践是否稳固，且不存在未解决的高风险司法辖区暴露？
46
安全态势
46存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 无数据 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 6/7.5 | Signed-Releases — 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.6 |
已排除计分（无数据或不适用）：ci_tests。 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。
35
AI 代理上下文与指引
1危急
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 | 否 |
| 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
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 11/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — lockfile |
| 0/10 | 已体现的代理实践 — 无数据 |
| 0/8 | 自动化维护 — 无数据 |
| 0/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 是 |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
已排除计分（无数据或不适用）：已体现的代理实践, 自动化维护。 其余权重已重新归一化。
面向模型的代码可读性
55中等
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 107 个源文件中有 0 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 57,470 |
| source_files_sampled | 107 |
| oversized_source_files | 0 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — notebooks |
所用输入
| example_dirs | notebooks |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
22GitHub 星标
5贡献者
427最近 12 个月提交数
0距最近推送天数
65发布版本数
1巴士系数（bus factor）
9开放议题
PyPI软件包生态系统数
更多细节
OpenSSF Scorecard 4.6 / 10
4.6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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 不适用 | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| 8 | Signed-Releases | 5 out of the last 5 releases have a total of 5 signed artifacts. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
直接依赖 21
| 注册表 | 软件包 | 版本约束 | 清单文件 |
|---|---|---|---|
| PyPI | numpy | — | pyproject.toml |
| PyPI | scipy | — | pyproject.toml |
| PyPI | pandas | — | pyproject.toml |
| PyPI | xarray | — | pyproject.toml |
| PyPI | tomli | >= 1.1.0 | pyproject.toml |
| PyPI | backports.strenum | >= 1.3.1 | pyproject.toml |
| PyPI | trimesh | — | pyproject.toml |
| PyPI | pymeshlab | — | pyproject.toml |
| PyPI | shapely | — | pyproject.toml |
| PyPI | mapbox_earcut | — | pyproject.toml |
| PyPI | spheroidalwavefunctions | — | pyproject.toml |
| PyPI | tqdm | — | pyproject.toml |
| PyPI | mapply | — | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | rtoml | — | pyproject.toml |
| PyPI | urllib3 | >= 2.7.0 | pyproject.toml |
| PyPI | matplotlib | — | pyproject.toml |
| PyPI | rich | — | pyproject.toml |
| PyPI | jsonschema-rs | — | pyproject.toml |
| PyPI | orjson | — | pyproject.toml |
| PyPI | manifold3d | — | pyproject.toml |
全部依赖 129
来自 GitHub 依赖图的完整解析依赖集合：29 个直接依赖与 100 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 | backports-strenum | 1.3.1 | 直接 |
| PyPI | jsonschema-rs | 0.46.10 | 直接 |
| PyPI | manifold3d | 3.5.2 | 直接 |
| PyPI | mapbox-earcut | 2.0.0 | 直接 |
| PyPI | mapply | 0.1.31 | 直接 |
| PyPI | mapply | 0.2.0 | 直接 |
| PyPI | matplotlib | 3.10.9 | 直接 |
| PyPI | matplotlib | 3.11.0 | 直接 |
| PyPI | numpy | 2.2.6 | 直接 |
| PyPI | numpy | 2.4.6 | 直接 |
| PyPI | numpy | 2.5.1 | 直接 |
| PyPI | orjson | 3.11.9 | 直接 |
| PyPI | pandas | 2.3.3 | 直接 |
| PyPI | pandas | 3.0.3 | 直接 |
| PyPI | pymeshlab | 2025.7.post1 | 直接 |
| PyPI | requests | 2.34.2 | 直接 |
| PyPI | rich | 15.0.0 | 直接 |
| PyPI | rtoml | 0.13.0 | 直接 |
| PyPI | scipy | 1.15.3 | 直接 |
| PyPI | scipy | 1.17.1 | 直接 |
| PyPI | scipy | 1.18.0 | 直接 |
| PyPI | shapely | 2.1.2 | 直接 |
| PyPI | spheroidalwavefunctions | 0.1.5 | 直接 |
| PyPI | tomli | 2.4.1 | 直接 |
| PyPI | tqdm | 4.68.4 | 直接 |
| PyPI | trimesh | 4.12.2 | 直接 |
| PyPI | urllib3 | 2.7.0 | 直接 |
| PyPI | xarray | 2025.6.1 | 直接 |
| PyPI | xarray | 2026.4.0 | 直接 |
| PyPI | appnope | 0.1.4 | 间接 |
| PyPI | asttokens | 3.0.1 | 间接 |
| PyPI | babel | 2.18.0 | 间接 |
| PyPI | backrefs | 7.0 | 间接 |
| PyPI | certifi | 2026.6.17 | 间接 |
| PyPI | cffi | 2.1.0 | 间接 |
| PyPI | charset-normalizer | 3.4.9 | 间接 |
| PyPI | click | 8.4.2 | 间接 |
| PyPI | cloudpickle | 3.1.2 | 间接 |
| PyPI | colorama | 0.4.6 | 间接 |
| PyPI | comm | 0.2.3 | 间接 |
| PyPI | contourpy | 1.3.2 | 间接 |
| PyPI | contourpy | 1.3.3 | 间接 |
| PyPI | cycler | 0.12.1 | 间接 |
| PyPI | dataclasses-json | 0.6.7 | 间接 |
| PyPI | debugpy | 1.8.21 | 间接 |
| PyPI | decorator | 5.3.1 | 间接 |
| PyPI | deepmerge | 2.1.0 | 间接 |
| PyPI | dill | 0.4.1 | 间接 |
| PyPI | exceptiongroup | 1.3.1 | 间接 |
| PyPI | executing | 2.2.1 | 间接 |
| PyPI | fonttools | 4.63.0 | 间接 |
| PyPI | ghp-import | 2.1.0 | 间接 |
| PyPI | griffelib | 2.1.0 | 间接 |
| PyPI | hjson | 3.1.0 | 间接 |
| PyPI | idna | 3.18 | 间接 |
| PyPI | iniconfig | 2.3.0 | 间接 |
| PyPI | ipykernel | 6.31.0 | 间接 |
| PyPI | ipython | 8.39.0 | 间接 |
| PyPI | ipython | 9.15.0 | 间接 |
| PyPI | ipython-pygments-lexers | 1.1.1 | 间接 |
| PyPI | jedi | 0.20.0 | 间接 |
| PyPI | jinja2 | 3.1.6 | 间接 |
| PyPI | json-schema-for-humans | 1.5.1 | 间接 |
| PyPI | jupyter-client | 8.9.1 | 间接 |
| PyPI | jupyter-core | 5.9.1 | 间接 |
| PyPI | kiwisolver | 1.5.0 | 间接 |
| PyPI | markdown | 3.10.2 | 间接 |
| PyPI | markdown-it-py | 4.2.0 | 间接 |
| PyPI | markdown2 | 2.5.5 | 间接 |
| PyPI | markupsafe | 3.0.3 | 间接 |
| PyPI | marshmallow | 3.26.2 | 间接 |
| PyPI | matplotlib-inline | 0.2.2 | 间接 |
| PyPI | mdurl | 0.1.2 | 间接 |
| PyPI | mergedeep | 1.3.4 | 间接 |
| PyPI | mkdocs | — | 间接 |
| PyPI | mkdocs | 1.6.1 | 间接 |
| PyPI | mkdocs-autorefs | 1.4.4 | 间接 |
| PyPI | mkdocs-get-deps | 0.2.2 | 间接 |
| PyPI | mkdocs-glightbox | 0.5.2 | 间接 |
| PyPI | mkdocs-macros-plugin | 1.5.0 | 间接 |
| PyPI | mkdocs-material | — | 间接 |
| PyPI | mkdocs-material | 9.7.6 | 间接 |
| PyPI | mkdocs-material-extensions | 1.3.1 | 间接 |
| PyPI | mkdocstrings | 1.0.4 | 间接 |
| PyPI | mkdocstrings-python | 2.0.5 | 间接 |
| PyPI | multiprocess | 0.70.19 | 间接 |
| PyPI | mypy-extensions | 1.1.0 | 间接 |
| PyPI | nest-asyncio | 1.6.0 | 间接 |
| PyPI | packaging | 26.2 | 间接 |
| PyPI | paginate | 0.5.7 | 间接 |
| PyPI | parso | 0.8.7 | 间接 |
| PyPI | pathos | 0.3.5 | 间接 |
| PyPI | pathspec | 1.1.1 | 间接 |
| PyPI | pexpect | 4.9.0 | 间接 |
| PyPI | pillow | 12.3.0 | 间接 |
| PyPI | platformdirs | 4.10.0 | 间接 |
| PyPI | pluggy | 1.6.0 | 间接 |
| PyPI | pox | 0.3.7 | 间接 |
| PyPI | ppft | 1.7.8 | 间接 |
| PyPI | prompt-toolkit | 3.0.52 | 间接 |
| PyPI | psutil | 7.2.2 | 间接 |
| PyPI | ptyprocess | 0.7.0 | 间接 |
| PyPI | pure-eval | 0.2.3 | 间接 |
| PyPI | pycparser | 3.0 | 间接 |
| PyPI | pygments | 2.20.0 | 间接 |
| PyPI | pymdown-extensions | 11.0.1 | 间接 |
| PyPI | pyparsing | 3.3.2 | 间接 |
| PyPI | pytest | 9.1.1 | 间接 |
| PyPI | python-dateutil | 2.9.0.post0 | 间接 |
| PyPI | pytz | 2026.2 | 间接 |
| PyPI | pyxdg | 0.28 | 间接 |
| PyPI | pyyaml | 6.0.3 | 间接 |
| PyPI | pyyaml-env-tag | 1.1 | 间接 |
| PyPI | pyzmq | 27.1.0 | 间接 |
| PyPI | selectolax | 0.4.10 | 间接 |
| PyPI | six | 1.17.0 | 间接 |
| PyPI | spyder-kernels | 3.1.5 | 间接 |
| PyPI | stack-data | 0.6.3 | 间接 |
| PyPI | super-collections | 0.6.2 | 间接 |
| PyPI | termcolor | 3.3.0 | 间接 |
| PyPI | tornado | 6.5.7 | 间接 |
| PyPI | traitlets | 5.15.1 | 间接 |
| PyPI | typing-extensions | 4.16.0 | 间接 |
| PyPI | typing-inspect | 0.9.0 | 间接 |
| PyPI | tzdata | 2026.2 | 间接 |
| PyPI | watchdog | 6.0.0 | 间接 |
| PyPI | wcwidth | 0.8.2 | 间接 |
| PyPI | wurlitzer | 3.1.1 | 间接 |
| PyPI | zensical | 0.0.50 | 间接 |
原始 JSON 报告 机器可读
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{
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{
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{
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{
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{
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{
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"status": "partial",
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{
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{
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{
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"code": "jurisdiction_no_match",
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{
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"weight": 0,
"metrics": [
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{
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}
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{
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