公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-28 15:11 UTC

egg5154 / MolSculptor

Jupyter Notebook · PythonApache-2.0★ 24 星标⑂ 0 复刻始于 2025年4月在 GitHub 上查看 ↗

egg5154/MolSculptor 的健康指数为 100 分中的 42 分,处于「存在风险」区间。 其得分最高的类别是Vitality(62/100),最低的是Security(21/100)。 最近一次更新在 8 天前。 近期的大部分工作由 1 位贡献者完成。

42
总分 / 100
存在风险

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。

42
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

Yanheng Li个人账户
4 关注者2 个公开仓库始于 2019年3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。

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?

62中等 · 占总体的 22%

开发活跃度

48存在风险
评分方式
28.8/36推送新近度 — 最近一次推送于 8 天前
4.8/36提交节奏 — 52 周中有 7 周有提交
9.7/18提交量 — 最近一年 11 次提交
0/10OpenSSF Scorecard:Maintained — 无数据
所用输入
commits_last_year11
human_commit_share1
days_since_last_push8
active_weeks_last_year7

发布纪律

84良好
评分方式
27/27有发布版本 — 已发布 1 个发布版本
36/36发布时效 — 最近一次发布版本于 8 天前
12.6/27发布节奏 — 节奏未知(仅一次发布)
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count1
latest_release_tagv1.0.0
releases_from_tags
days_since_latest_release8
mean_days_between_releases

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?

35存在风险 · 占总体的 18%
评分方式
22.1/60星标 — 24 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 2 位关注者
所用输入
forks0
stars24
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

50中等
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
0/18CONTRIBUTING 指南
0/13.5行为准则
0/7.2议题模板
0/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template

可持续性与治理

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

51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
7.9/22.5提交分布 — 头号贡献者编写了 65% 的提交
2.7/13.5贡献者广度 — 2 位贡献者
0/10OpenSSF Scorecard:Contributors — 无数据
所用输入
bus_factor1
contributors_sampled2
top_contributor_share0.649
评分方式
46.8/46.8议题解决 — 100% 的议题已关闭
0/38.3PR 接受 — 没有已裁定的拉取请求或无数据
0/15OpenSSF Scorecard:Code-Review — 无数据
所用输入
merged_prs0
open_issues0
closed_issues3
issue_closed_ratio1
closed_unmerged_prs0
已排除计分(无数据或不适用):PR 接受。 其余权重已重新归一化。
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
5/25所有者影响力 — egg5154 有 4 位关注者
15.5/25既往记录 — 2 个公开仓库,账户约 7 年
所用输入
followers4
owner_typeUser
is_verified
owner_loginegg5154
public_repos2
account_age_days2,704
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。

工程质量

基础的工程与文档实践是否到位?

34存在风险 · 占总体的 20%

工程实践

30存在风险
评分方式
0/24CI 工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 无数据
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

40存在风险
评分方式
30/30README
0/25文档目录
0/15文档 / 主页站点
0/10仓库描述
0/10主题标签
10/10Wiki
所用输入
topics
has_wiki
homepage
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?

21危急 · 占总体的 16%
评分方式
0/30安全策略(SECURITY.md)
0/25Dependabot 配置
0/25依赖锁定文件
0/20CodeQL 工作流
所用输入
sourcefile_signals
lockfiles
manifestsrequirements.txt
has_codeql_workflow
has_security_policy
has_dependabot_config
评分方式
35/35直接依赖不含已知公告 — 没有直接依赖携带已知公告
0/25间接依赖不含已知公告 — 在此范围内,传递依赖集合无法与开发和测试依赖区分
0/40没有长期未处理的公告 — 没有公告带有发布日期
所用输入
sourceosv
advisories402
affected_packages40
assessed_packages245
unassessed_packages0
affected_by_severitycritical 9, high 17, moderate 13, low 1
direct_affected_packages0
已排除计分(无数据或不适用):间接依赖不含已知公告, 没有长期未处理的公告。 其余权重已重新归一化。 已将 245 个已解析依赖与 OSV 比对。 该仓库未发布任何索引可解析的软件包,因此改为评估仓库依赖图。该图将开发与测试版本固定同交付的依赖混在一起,因此仅对声明的运行时依赖计分;传递性发现仅作为背景信息列出,不计入评分。 未对可达性进行分析。

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

24危急 · 占总体的 0%
评分方式
0/45代理指令 — 没有 CLAUDE.md / AGENTS.md / 编辑器规则
0/15机器可读文档(llms.txt)
0/40可读的提交历史 — 37 次人类提交中有 0 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
agent_instruction_files
agent_instruction_max_bytes
评分方式
0/18一条命令的引导启动
22/22自动化测试
0/11Lint / 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 37 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 — 无数据
所用输入
has_nix
has_tests
lockfiles
has_dockerfile
typed_language
bootstrap_files
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 — Jupyter Notebook,未配置类型检查
55/55可控的文件大小 — 采样的 42 个源文件中有 0 个超过 60KB
所用输入
primary_languageJupyter Notebook
largest_source_bytes39,449
source_files_sampled42
oversized_source_files0

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
所用输入
example_dirsnotebooks
has_mcp_signal
api_schema_files

关键数据

24GitHub 星标
2贡献者
11最近 12 个月提交数
8距最近推送天数
1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
  • OpenSSF Scorecard did not return a usable result (exit code -9); skipping Scorecard checks

更多细节

全部依赖 245

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 245 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
PyPIabsl-py2.1.0间接
PyPIanyio4.3.0间接
PyPIargon2-cffi23.1.0间接
PyPIargon2-cffi-bindings21.2.0间接
PyPIarrow1.3.0间接
PyPIasttokens2.4.1间接
PyPIastunparse1.6.3间接
PyPIasync-lru2.0.4间接
PyPIattrs23.2.0间接
PyPIbabel2.15.0间接
PyPIbeautifulsoup44.12.3间接
PyPIbiopython1.84间接
PyPIbiopython1.85间接
PyPIbiotite0.40.0间接
PyPIbleach6.1.0间接
PyPIbrokenaxes0.6.1间接
PyPIcertifi2024.2.2间接
PyPIcertifi2024.7.4间接
PyPIcffi1.16.0间接
PyPIcharset-normalizer3.3.2间接
PyPIchex0.1.86间接
PyPIcomm0.2.2间接
PyPIconda-pack0.7.1间接
PyPIcontextlib221.6.0间接
PyPIcontourpy1.2.1间接
PyPIcupy-cuda12x13.4.1间接
PyPIcutensor-cu122.2.0间接
PyPIcycler0.12.1间接
PyPIdebugpy1.8.1间接
PyPIdecorator5.1.1间接
PyPIdefusedxml0.7.1间接
PyPIetils1.7.0间接
PyPIevox0.9.0间接
PyPIexceptiongroup1.2.1间接
PyPIexecuting2.0.1间接
PyPIfair-esm2.0.0间接
PyPIfastjsonschema2.19.1间接
PyPIfastrlock0.8.3间接
PyPIfilelock3.14.0间接
PyPIfilelock3.15.4间接
PyPIflatbuffers25.2.10间接
PyPIflax0.8.3间接
PyPIfonttools4.51.0间接
PyPIfonttools4.53.1间接
PyPIfqdn1.5.1间接
PyPIfsspec2024.5.0间接
PyPIfsspec2024.6.1间接
PyPIgast0.6.0间接
PyPIgemmi0.7.3间接
PyPIgoogle-pasta0.2.0间接
PyPIgrpcio1.74.0间接
PyPIh110.14.0间接
PyPIh5py3.13.0间接
PyPIhf-xet1.1.9间接
PyPIhttpcore1.0.5间接
PyPIhttpx0.27.0间接
PyPIhuggingface-hub0.23.2间接
PyPIhuggingface-hub0.34.4间接
PyPIidna3.7间接
PyPIimportlib-resources6.4.0间接
PyPIimportlib-resources6.4.3间接
PyPIipykernel6.29.4间接
PyPIipython8.24.0间接
PyPIipywidgets8.1.2间接
PyPIisoduration20.11.0间接
PyPIjax0.4.28间接
PyPIjax-cuda12-pjrt0.4.28间接
PyPIjax-cuda12-plugin0.4.28间接
PyPIjaxlib0.4.28间接
PyPIjedi0.19.1间接
PyPIjinja23.1.4间接
PyPIjoblib1.5.1间接
PyPIjson50.9.25间接
PyPIjsonpointer2.4间接
PyPIjsonschema4.22.0间接
PyPIjsonschema-specifications2023.12.1间接
PyPIjupyter1.0.0间接
PyPIjupyter-client8.6.1间接
PyPIjupyter-console6.6.3间接
PyPIjupyter-core5.7.2间接
PyPIjupyter-events0.10.0间接
PyPIjupyter-lsp2.2.5间接
PyPIjupyter-server2.14.0间接
PyPIjupyter-server-terminals0.5.3间接
PyPIjupyterlab4.1.8间接
PyPIjupyterlab-pygments0.3.0间接
PyPIjupyterlab-server2.27.1间接
PyPIjupyterlab-widgets3.0.10间接
PyPIkeras3.11.0间接
PyPIkiwisolver1.4.5间接
PyPIlevenshtein0.25.1间接
PyPIlibclang18.1.1间接
PyPIllvmlite0.42.0间接
PyPImarkdown3.8.2间接
PyPImarkdown-it-py3.0.0间接
PyPImarkupsafe2.1.5间接
PyPImatplotlib3.9.0间接
PyPImatplotlib3.9.2间接
PyPImatplotlib-inline0.1.7间接
PyPImdurl0.1.2间接
PyPImeeko0.6.0a0间接
PyPImistune3.0.2间接
PyPIml-collections0.1.1间接
PyPIml-dtypes0.5.3间接
PyPImolvs0.1.1间接
PyPImpmath1.3.0间接
PyPImsgpack1.0.8间接
PyPInamex0.1.0间接
PyPInbclient0.10.0间接
PyPInbconvert7.16.4间接
PyPInbformat5.10.4间接
PyPInest-asyncio1.6.0间接
PyPInetworkx3.2.1间接
PyPInotebook7.1.3间接
PyPInotebook-shim0.2.4间接
PyPInumba0.59.1间接
PyPInumpy1.26.4间接
PyPInumpy2.0.0间接
PyPInvidia-cublas-cu1212.1.3.1间接
PyPInvidia-cublas-cu1212.4.5.8间接
PyPInvidia-cuda-cupti-cu1212.1.105间接
PyPInvidia-cuda-cupti-cu1212.4.127间接
PyPInvidia-cuda-nvcc-cu1212.4.131间接
PyPInvidia-cuda-nvrtc-cu1212.1.105间接
PyPInvidia-cuda-nvrtc-cu1212.4.127间接
PyPInvidia-cuda-runtime-cu1212.1.105间接
PyPInvidia-cuda-runtime-cu1212.4.127间接
PyPInvidia-cudnn-cu128.9.7.29间接
PyPInvidia-cudnn-cu129.1.0.70间接
PyPInvidia-cufft-cu1211.0.2.54间接
PyPInvidia-cufft-cu1211.2.1.3间接
PyPInvidia-curand-cu1210.3.2.106间接
PyPInvidia-cusolver-cu1211.4.5.107间接
PyPInvidia-cusolver-cu1211.6.1.9间接
PyPInvidia-cusparse-cu1212.1.0.106间接
PyPInvidia-cusparse-cu1212.3.1.170间接
PyPInvidia-nccl-cu122.20.5间接
PyPInvidia-nccl-cu122.21.5间接
PyPInvidia-nvjitlink-cu1212.4.127间接
PyPInvidia-nvjitlink-cu1212.6.20间接
PyPInvidia-nvtx-cu1212.1.105间接
PyPIopenbabel-wheel3.1.1.21间接
PyPIopt-einsum3.3.0间接
PyPIoptax0.2.2间接
PyPIoptree0.17.0间接
PyPIorbax-checkpoint0.5.11间接
PyPIoverrides7.7.0间接
PyPIpackaging24.0间接
PyPIpackaging24.1间接
PyPIpandas2.2.2间接
PyPIpandocfilters1.5.1间接
PyPIparso0.8.4间接
PyPIpdb-tools2.5.0间接
PyPIpexpect4.9.0间接
PyPIpillow10.3.0间接
PyPIpillow10.4.0间接
PyPIpip24.0间接
PyPIpip24.2间接
PyPIplatformdirs4.2.2间接
PyPIprometheus-client0.20.0间接
PyPIprompt-toolkit3.0.43间接
PyPIprotobuf5.26.1间接
PyPIpsutil5.9.8间接
PyPIpsutil6.0.0间接
PyPIptyprocess0.7.0间接
PyPIpure-eval0.2.2间接
PyPIpyarrow18.1.0间接
PyPIpycparser2.22间接
PyPIpygments2.18.0间接
PyPIpyparsing3.1.2间接
PyPIpyscf2.9.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-json-logger2.0.7间接
PyPIpython-levenshtein0.25.1间接
PyPIpytz2024.1间接
PyPIpyyaml6.0.1间接
PyPIpyyaml6.0.2间接
PyPIpyzmq26.0.3间接
PyPIqtconsole5.5.2间接
PyPIqtpy2.4.1间接
PyPIrapidfuzz3.9.7间接
PyPIrdkit2023.3.2间接
PyPIrdkit2023.9.6间接
PyPIreferencing0.35.1间接
PyPIregex2024.11.6间接
PyPIregex2024.5.15间接
PyPIrequests2.31.0间接
PyPIrequests2.32.3间接
PyPIrfc3339-validator0.1.4间接
PyPIrfc3986-validator0.1.1间接
PyPIrich13.7.1间接
PyPIrpds-py0.18.1间接
PyPIsafetensors0.4.3间接
PyPIsafetensors0.5.3间接
PyPIscipy1.13.0间接
PyPIscipy1.13.1间接
PyPIseaborn0.13.2间接
PyPIselfies2.1.1间接
PyPIsend2trash1.8.3间接
PyPIsetuptools69.5.1间接
PyPIsetuptools72.1.0间接
PyPIsix1.16.0间接
PyPIsniffio1.3.1间接
PyPIsoupsieve2.5间接
PyPIstack-data0.6.3间接
PyPIsympy1.13.2间接
PyPItensorboard2.19.0间接
PyPItensorboard-data-server0.7.2间接
PyPItensorflow-cpu2.19.0间接
PyPItensorflow-io-gcs-filesystem0.37.1间接
PyPItensorstore0.1.59间接
PyPItermcolor3.1.0间接
PyPIterminado0.18.1间接
PyPItinycss21.3.0间接
PyPItokenizers0.19.1间接
PyPItokenizers0.21.0间接
PyPItomli2.0.1间接
PyPItoolz0.12.1间接
PyPItorch2.4.0间接
PyPItorchaudio2.4.0间接
PyPItorchvision0.19.0间接
PyPItornado6.4间接
PyPItqdm4.66.4间接
PyPItqdm4.66.5间接
PyPItraitlets5.14.3间接
PyPItransformers4.41.1间接
PyPItransformers4.49.0间接
PyPItriton3.0.0间接
PyPItypes-python-dateutil2.9.0.20240316间接
PyPItyping-extensions4.11.0间接
PyPItyping-extensions4.12.2间接
PyPItzdata2024.1间接
PyPIuri-template1.3.0间接
PyPIurllib32.2.1间接
PyPIurllib32.2.2间接
PyPIwcwidth0.2.13间接
PyPIwebcolors1.13间接
PyPIwebencodings0.5.1间接
PyPIwebsocket-client1.8.0间接
PyPIwerkzeug3.1.3间接
PyPIwheel0.43.0间接
PyPIwidgetsnbextension4.0.10间接
PyPIwrapt1.17.2间接
PyPIzipp3.18.1间接
PyPIzipp3.20.0间接
依赖安全公告 40

该仓库未发布可被索引解析的包,因此评估的是其自身的依赖图——共 245 个包,其中也包含从不交付的开发与测试版本固定:40 个存在已知公告,0 个为直接依赖。

软件包版本关系严重程度公告数修复版本
h110.14.0间接严重20.16.0
jupyterlab4.1.8间接严重167.5.6
keras3.11.0间接严重153.14.0
notebook7.1.3间接严重67.5.6
pillow10.3.0间接严重3412.3.0
pillow10.4.0间接严重3412.3.0
torch2.4.0间接严重232.13.0
transformers4.41.1间接严重425.5.0
transformers4.49.0间接严重355.5.0
certifi2024.2.2间接22024.7.4
jinja23.1.4间接63.1.6
jupyter-core5.7.2间接25.8.1
jupyter-server2.14.0间接162.20.0
mistune3.0.2间接303.3.0
msgpack1.0.8间接11.2.1
pip24.0间接1026.1.2
pip24.2间接1026.1.2
protobuf5.26.1间接46.33.5
pyarrow18.1.0间接223.0.1
setuptools69.5.1间接683.0.0
setuptools72.1.0间接483.0.0
soupsieve2.5间接42.8.4
tornado6.4间接246.5.7
urllib32.2.1间接142.7.0
urllib32.2.2间接122.7.0
wheel0.43.0间接20.46.2
biopython1.84间接21.87
biopython1.85间接21.87
bleach6.1.0间接26.4.0
filelock3.14.0间接43.20.3
filelock3.15.4间接43.20.3
fonttools4.51.0间接24.60.2
fonttools4.53.1间接24.60.2
idna3.7间接23.15
nbconvert7.16.4间接67.17.1
requests2.31.0间接62.33.0
requests2.32.3间接42.33.0
werkzeug3.1.3间接63.1.6
zipp3.18.1间接23.19.1
pygments2.18.0间接22.20.0

公告表示依赖图中记录的版本落入某条公告的受影响范围。可达性未经分析,且依赖图包含开发与测试的版本固定——某项发现可能只涉及工具链而非交付的软件。

原始 JSON 报告 机器可读
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                  {
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                "points": 0,
                "status": "missed",
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                "key": "issue_template",
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              {
                "key": "pr_template",
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        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
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      {
        "key": "governance",
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            "key": "maintainer_resilience",
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            "name": "Maintainer resilience (bus factor)",
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            "notes": [],
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                "status": "partial",
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                "key": "openssf_scorecard_contributors",
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          {
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            "notes": [
              {
                "code": "excluded_no_data",
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                "key": "openssf_scorecard_code_review",
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                "key": "openssf_scorecard_ci_tests",
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                "points": 0,
                "status": "excluded",
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          },
          {
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                "key": "agent_instructions",
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                "points": 0,
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                "key": "demonstrated_agent_practice",
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                "key": "automated_maintenance",
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                "max_points": 8
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                "key": "openssf_scorecard_pinned_dependencies",
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                "max_points": 45
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                "details": [
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            "key": "ai_interfaces",
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            "notes": [],
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        ],
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  "generated_at": "2026-07-28T15:11:12.407153Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/e/egg5154/MolSculptor.svg",
  "full_name": "egg5154/MolSculptor",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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.