公开记录
软件健康报告模式 0.34.0 · 指标 2.10.0 · 2026-08-24 17:46 UTC

FahrenheitResearch / arwen

ArWen: GPU-native WRF-ARW-class regional weather model, verified against WRF v4.6.1

Python · RustApache-2.0★ 7 星标⑂ 2 复刻始于 2026年7月在 GitHub 上查看 ↗
类型命令行工具库如何判定

FahrenheitResearch/arwen 的健康指数为 100 分中的 56 分，处于「中等」区间。 其得分最高的类别是Engineering Quality（83/100），最低的是Security（32/100）。 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。

56
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，再依据公开记录的分布进行校准，使各等级具有百分位含义；当公开证据触发高风险司法辖区政策时，评级会按政策调整，并设置 34（存在风险）的上限。

56
卓越93-100公开记录中的最高层级（约前 5%）；基本满足所有检验标准
优秀80-92各方面均表现强劲；仅有少量不足
良好65-79健康；不足之处有限且可控
中等50-64可接受，但存在明显不足；建议进行审查
薄弱35-49多个领域存在实质性薄弱环节
存在风险20-34存在重大薄弱环节；采用时应保持审慎
危急1-19问题严重（项目被弃置、仅有单一维护者、缺乏基本工程规范）
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形，而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

加权总体分 54 经校准后在公布的指数量表上为 56（记录校准 2026-08-02）。

所有权

FahrenheitResearch个人账户
13 关注者84 个公开仓库始于 2024年7月

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

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
PyPIgpuwm2.5.35,598410 天前wrfwpsgribnetcdfweathercuda
PyPIgpuwm-data2.5.387640 天前wrfrrtmgpthompsonweathergpuwm

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？

69良好 · 占总体的 21%

开发活跃度

55中等
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
2.8/36提交节奏 — 52 周中有 4 周有提交
16/18提交量 — 最近一年 59 次提交
0/10OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully
所用输入
commits_last_year59
human_commit_share1
days_since_last_push0
active_weeks_last_year4

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 44 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 1.3 天发布一次
0/10OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count44
latest_release_tagv2.5.3
releases_from_tags否
days_since_latest_release0
mean_days_between_releases1.3

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？

46薄弱 · 占总体的 17%

流行度与采用

13危急
评分方式
12.6/60星标 — 7 个星标
0/25复刻 — 2 个复刻
0/15关注者 — 0 位关注者
所用输入
forks2
stars7
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

70良好
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证（Apache-2.0）
18/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme是
has_license是
readme_badges0
has_contributing是
has_issue_template否
has_code_of_conduct否
readme_badge_services—
has_pull_request_template否

生态采用（下载量）

64中等
评分方式
50.8/80月度下载量 — pypi 合计每月 6,474 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
packagesgpuwm, gpuwm-data
dependents—
ecosystemspypi
total_downloads—
monthly_downloads6,474
unverified_packages_excluded—
已排除计分（无数据或不适用）：注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

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

34存在风险 · 占总体的 23%

维护者韧性（巴士系数）

10危急
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard：Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1

议题与 PR 响应能力

1危急
评分方式
0/42议题解决 — 没有议题或无数据
0/30PR 接受 — 已裁定的 PR 中 0/2 已合并
0/13Newcomer PR acceptance — 30 天内首次贡献者的 PR 已合并 0/2
0/15OpenSSF Scorecard：Code-Review — Found 0/30 approved changesets -- score normalized to 0
所用输入
merged_prs0
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d1
prs_merged_30d0
prs_decided_30d2
issue_closed_ratio—
closed_unmerged_prs2
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d2
已排除计分（无数据或不适用）：议题解决。 其余权重已重新归一化。

所有权与托管责任

44薄弱
评分方式
10/30所有权背书 — 个人（用户）账户
0/20已验证域名 — 不适用于个人账户
8.2/25所有者影响力 — FahrenheitResearch 有 13 位关注者
17.2/25既往记录 — 84 个公开仓库，账户约 2 年
所用输入
followers13
owner_typeUser
is_verified—
owner_loginFahrenheitResearch
public_repos84
account_age_days759
已排除计分（无数据或不适用）：已验证域名。 其余权重已重新归一化。

软件包维护

100卓越
评分方式
25/25已发布且可解析 — pypi 上有 2 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 — 41 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
packagesgpuwm, gpuwm-data
ecosystemspypi
any_deprecated否
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位？

83优秀 · 占总体的 19%

工程实践

88优秀
评分方式
24/24CI 工作流 — 1 个工作流
24/24存在测试
16/16Linter 配置 — .clippy.toml, .rustfmt.toml, clippy.toml, rustfmt.toml
0/9.6Pre-commit 钩子
6.4/6.4.editorconfig
0/20OpenSSF Scorecard：CI-Tests — 无数据
所用输入
has_ci是
has_tests是
has_editorconfig是
has_linter_config是
has_precommit_config否
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

75良好
评分方式
30/30README
25/25文档目录
0/15文档 / 主页站点
10/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics—
has_wiki是
homepage—
docs_site—
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？

32存在风险 · 占总体的 16%

安全态势

32存在风险
评分方式
0/7.5Binary-Artifacts — binaries present in source code
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 无数据
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no 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
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
3/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
0/5SAST — no SAST tool detected
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities — 82 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3.2
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？权重刻意设小（4%）：代理工具链是一项真实的维护信号，但完全不具备的仓库仍可达到 100/100。

71良好 · 占总体的 4%

AI 代理上下文与指引

57中等
评分方式
45/45代理指令 — tools/rustwx/vendor/crates-io/zerocopy/AGENTS.md
0/15机器可读文档（llms.txt）
11.8/40可读的提交历史 — 59 次人类提交中有 13 次说明了意图（结构化标题或解释性正文）
所用输入
has_llms_txt否
llms_txt_url—
legible_history_share0.22
agent_instruction_filestools/rustwx/vendor/crates-io/zerocopy/AGENTS.md
agent_instruction_max_bytes3,112

验证循环（构建 / 测试 / 类型检查）

77良好
评分方式
18/18一条命令的引导启动 — tools/rustwx/vendor/crates-io/bzip2-sys/bzip2-1.0.8/Makefile, tools/rustwx/vendor/crates-io/curve25519-dalek/Makefile, tools/rustwx/vendor/crates-io/matrixmultiply/justfile, tools/rustwx/vendor/crates-io/r-efi/Makefile, tools/rw_wps/vendor/crates-io/bzip2-sys-0.1.13+1.0.8/bzip2-1.0.8/Makefile, tools/rw_wps/vendor/crates-io/matrixmultiply-0.3.11/justfile
22/22自动化测试
11/11Lint / 格式化配置 — .clippy.toml, .rustfmt.toml, clippy.toml, rustfmt.toml
0/11静态类型检查
10/10可复现环境 — lockfile
10/10已体现的代理实践 — 最近 59 次提交中有 4 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
6/10OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 6
所用输入
has_nix否
has_tests是
lockfilesCargo.lock
has_dockerfile否
typed_language否
bootstrap_filestools/rustwx/vendor/crates-io/bzip2-sys/bzip2-1.0.8/Makefile, tools/rustwx/vendor/crates-io/curve25519-dalek/Makefile, tools/rustwx/vendor/crates-io/matrixmultiply/justfile, tools/rustwx/vendor/crates-io/r-efi/Makefile, tools/rw_wps/vendor/crates-io/bzip2-sys-0.1.13+1.0.8/bzip2-1.0.8/Makefile, tools/rw_wps/vendor/crates-io/matrixmultiply-0.3.11/justfile
has_devcontainer否
has_linter_config是
typecheck_configs—
agent_commit_share0.068
toolchain_manifeststools/grib1_bridge/Cargo.toml, tools/grib1_bridge/vendor/crates-io/autocfg/Cargo.toml, tools/grib1_bridge/vendor/crates-io/bitflags/Cargo.toml, tools/grib1_bridge/vendor/crates-io/byteorder/Cargo.toml, tools/grib1_bridge/vendor/crates-io/chrono/Cargo.toml, tools/grib1_bridge/vendor/crates-io/libc/Cargo.toml, tools/grib1_bridge/vendor/crates-io/log/Cargo.toml, tools/grib1_bridge/vendor/crates-io/num-traits/Cargo.toml, tools/grib1_bridge/vendor/crates-io/openjp2/Cargo.toml, tools/grib1_bridge/vendor/crates-io/proc-macro2/Cargo.toml, tools/grib1_bridge/vendor/crates-io/quote/Cargo.toml, tools/grib1_bridge/vendor/crates-io/smallvec/Cargo.toml, tools/grib1_bridge/vendor/crates-io/sprintf/Cargo.toml, tools/grib1_bridge/vendor/crates-io/syn/Cargo.toml, tools/grib1_bridge/vendor/crates-io/thiserror-impl/Cargo.toml, tools/grib1_bridge/vendor/crates-io/thiserror/Cargo.toml, tools/grib1_bridge/vendor/crates-io/unicode-ident/Cargo.toml, tools/grib1_bridge/vendor/grib-core/Cargo.toml, tools/region_global_dealias/Cargo.toml, tools/rustwx/Cargo.toml, tools/rustwx/crates/netcdf-writer/Cargo.toml, tools/rustwx/crates/obs-regrid/Cargo.toml, tools/rustwx/crates/rustwx-calc/Cargo.toml, tools/rustwx/crates/rustwx-contour/Cargo.toml, tools/rustwx/crates/rustwx-core/Cargo.toml, tools/rustwx/crates/rustwx-ensemble/Cargo.toml, tools/rustwx/crates/rustwx-io/Cargo.toml, tools/rustwx/crates/rustwx-models/Cargo.toml, tools/rustwx/crates/rustwx-products/Cargo.toml, tools/rustwx/crates/rustwx-render/Cargo.toml, tools/rustwx/crates/rustwx-render/verify/Cargo.toml, tools/rustwx/crates/rusty-weather/Cargo.toml, tools/rustwx/crates/rw-fetch/Cargo.toml, tools/rustwx/crates/rw-fieldcmp/Cargo.toml, tools/rustwx/crates/rw-goes/Cargo.toml, tools/rustwx/crates/rw-ingest/Cargo.toml, tools/rustwx/crates/rw-mpas/Cargo.toml, tools/rustwx/crates/rw-netcdf/Cargo.toml, tools/rustwx/crates/rw-nexrad/Cargo.toml, tools/rustwx/crates/rw-obs/Cargo.toml, tools/rustwx/crates/rw-odim/Cargo.toml, tools/rustwx/crates/rw-sat/Cargo.toml, tools/rustwx/crates/rw-store/Cargo.toml, tools/rustwx/crates/rw-wrfbatch/Cargo.toml, tools/rustwx/crates/static-fields/Cargo.toml, tools/rustwx/vendor/crates-io/ab_glyph_rasterizer/Cargo.toml, tools/rustwx/vendor/crates-io/adler2/Cargo.toml, tools/rustwx/vendor/crates-io/aead/Cargo.toml, tools/rustwx/vendor/crates-io/aes-gcm/Cargo.toml, tools/rustwx/vendor/crates-io/aes/Cargo.toml, tools/rustwx/vendor/crates-io/allocator-api2/Cargo.toml, tools/rustwx/vendor/crates-io/android_system_properties/Cargo.toml, tools/rustwx/vendor/crates-io/anyhow/Cargo.toml, tools/rustwx/vendor/crates-io/autocfg/Cargo.toml, tools/rustwx/vendor/crates-io/base16ct/Cargo.toml, tools/rustwx/vendor/crates-io/base64/Cargo.toml, tools/rustwx/vendor/crates-io/base64ct/Cargo.toml, tools/rustwx/vendor/crates-io/bincode/Cargo.toml, tools/rustwx/vendor/crates-io/bitflags-1.3.2/Cargo.toml, tools/rustwx/vendor/crates-io/bitflags/Cargo.toml, tools/rustwx/vendor/crates-io/block-buffer/Cargo.toml, tools/rustwx/vendor/crates-io/bumpalo/Cargo.toml, tools/rustwx/vendor/crates-io/bytemuck/Cargo.toml, tools/rustwx/vendor/crates-io/byteorder-lite/Cargo.toml, tools/rustwx/vendor/crates-io/byteorder/Cargo.toml, tools/rustwx/vendor/crates-io/bytes/Cargo.toml, tools/rustwx/vendor/crates-io/bzip2-sys/Cargo.toml, tools/rustwx/vendor/crates-io/bzip2/Cargo.toml, tools/rustwx/vendor/crates-io/cc/Cargo.toml, tools/rustwx/vendor/crates-io/cfg-if/Cargo.toml, tools/rustwx/vendor/crates-io/chacha20/Cargo.toml, tools/rustwx/vendor/crates-io/chacha20poly1305/Cargo.toml, tools/rustwx/vendor/crates-io/chrono/Cargo.toml, tools/rustwx/vendor/crates-io/cipher/Cargo.toml, tools/rustwx/vendor/crates-io/color_quant/Cargo.toml, tools/rustwx/vendor/crates-io/const-oid/Cargo.toml, tools/rustwx/vendor/crates-io/core-foundation-sys/Cargo.toml, tools/rustwx/vendor/crates-io/cpufeatures/Cargo.toml, tools/rustwx/vendor/crates-io/crc32fast/Cargo.toml, tools/rustwx/vendor/crates-io/crossbeam-deque/Cargo.toml, tools/rustwx/vendor/crates-io/crossbeam-epoch/Cargo.toml, tools/rustwx/vendor/crates-io/crossbeam-utils/Cargo.toml, tools/rustwx/vendor/crates-io/crypto-bigint/Cargo.toml, tools/rustwx/vendor/crates-io/crypto-common/Cargo.toml, tools/rustwx/vendor/crates-io/ctr/Cargo.toml, tools/rustwx/vendor/crates-io/curve25519-dalek-derive/Cargo.toml, tools/rustwx/vendor/crates-io/curve25519-dalek/Cargo.toml, tools/rustwx/vendor/crates-io/dbase/Cargo.toml, tools/rustwx/vendor/crates-io/der/Cargo.toml, tools/rustwx/vendor/crates-io/deranged/Cargo.toml, tools/rustwx/vendor/crates-io/digest/Cargo.toml, tools/rustwx/vendor/crates-io/ecape-rs/Cargo.toml, tools/rustwx/vendor/crates-io/ecdsa/Cargo.toml, tools/rustwx/vendor/crates-io/ed25519-dalek/Cargo.toml, tools/rustwx/vendor/crates-io/ed25519/Cargo.toml, tools/rustwx/vendor/crates-io/either/Cargo.toml, tools/rustwx/vendor/crates-io/elliptic-curve/Cargo.toml, 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dependency_bot_commit_share0

面向模型的代码可读性

51中等
评分方式
0/45可类型检查的代码 — Python，未配置类型检查
50.6/55可控的文件大小 — 采样的 2,061 个源文件中有 166 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes600,087
source_files_sampled2,061
oversized_source_files166

机器可读接口

100卓越
评分方式
0/40API 模式（OpenAPI/GraphQL/proto） — 不适用于此类软件
0/20MCP 服务器 — 不适用于此类软件
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal否
api_schema_files—
interfaces_expected_of—
已排除计分（无数据或不适用）：API 模式（OpenAPI/GraphQL/proto）, MCP 服务器。 其余权重已重新归一化。

关键数据

7GitHub 星标
1贡献者
59最近 12 个月提交数
0距最近推送天数
44发布版本数
1巴士系数（bus factor）
0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
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
  • deps.dev does not index pypi:gpuwm@2.5.3; advisories assessed against the repository dependency graph instead

更多细节

Star 与 Fork 历史 0 ★ / 2 ⇿
0Star
2Fork
26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。

111222212026-082026-082026-08
主版本 1次版本 6修订 19
OpenSSF Scorecard 3.2 / 10
3.2综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身，而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用，并从安全评分中剔除（绝不按零分计）。Scorecard v5.5.0 · 2026-08-24 17:43 UTC

0Binary-Artifactsbinaries present in source code
0Branch-Protectionbranch protection not enabled on development/release branches
不适用CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
6Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 6
0SASTno SAST tool detected
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities82 existing vulnerabilities detected
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PyPInumpy>=2.0pyproject.toml
PyPInetCDF4>=1.6pyproject.toml
PyPImatplotlib>=3.8pyproject.toml
PyPIjsonschema>=4.0pyproject.toml
PyPIscipy>=1.11pyproject.toml
PyPIpyshp>=2.3pyproject.toml
PyPIgpuwm-data==2.5.2pyproject.toml
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评分是信号，而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计，也不是安全保证。

缺失数据将被剔除并重新归一化权重，绝不按零分计。方法论已版本化并公开：指标 v2.10.0、模式 v0.34.0—— 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.