公开记录
软件健康报告模式 0.11.0 · 指标 1.13.0 · 2026-07-15 02:41 UTC

cdeust / Cortex

Persistent memory for Claude Code built on computational neuroscience, not just retrieval. 36 cited brain mechanisms consolidate what matters, keep it current as your project evolves, and reconstruct the right context at the right time — a living memory, not a flat RAG. Says "I don't know" when unsure, flags contradictions. Local-first · MCP · MIT.

Python自定义许可证★ 67 星标⑂ 11 复刻始于 2026年3月在 GitHub 上查看 ↗

cdeust/Cortex 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(86/100),最低的是Security(55/100)。 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
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。

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)
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

Clement个人账户
26 关注者52 个公开仓库始于 2013年1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
PyPIhypermnesia-mcp4.14.12,447210 天前claude-codecognitive-profilingmcpmemory

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?

86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
11.8/36提交节奏 — 52 周中有 17 周有提交
18/18提交量 — 最近一年 1,003 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year1,003
human_commit_share
days_since_last_push0
active_weeks_last_year17

发布纪律

100优秀
评分方式
27/27有发布版本 — 已发布 86 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 0.4 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — 无数据
所用输入
releases_count86
latest_release_tagv4.14.1
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.4
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%

流行度与采用

40存在风险
评分方式
29.5/60星标 — 67 个星标
8.3/25复刻 — 11 个复刻
2.7/15关注者 — 4 位关注者
所用输入
forks11
stars67
watchers4
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

86优秀
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
18/18CONTRIBUTING 指南
13.5/13.5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
评分方式
45.2/80月度下载量 — pypi 合计每月 2,447 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
packageshypermnesia-mcp
dependents
ecosystemspypi
total_downloads
monthly_downloads2,447
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?

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
0.2/22.5提交分布 — 头号贡献者编写了 99% 的提交
5.4/13.5贡献者广度 — 4 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_sampled4
top_contributor_share0.991
评分方式
44.5/46.8议题解决 — 95% 的议题已关闭
35.4/38.3PR 接受 — 已裁定的 PR 中 86/93 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/27 approved changesets -- score normalized to 0
所用输入
merged_prs86
open_issues2
closed_issues40
issue_closed_ratio0.952
closed_unmerged_prs7
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
10.3/25所有者影响力 — cdeust 有 26 位关注者
24.6/25既往记录 — 52 个公开仓库,账户约 13 年
所用输入
followers26
owner_typeUser
is_verified
owner_logincdeust
public_repos52
account_age_days4,941
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。
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 — 21 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
packageshypermnesia-mcp
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?

77良好 · 占总体的 20%

工程实践

68中等
评分方式
24/24CI 工作流 — 4 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10
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 — https://ai-architect.tools
10/10仓库描述
10/10主题标签 — 20 个主题标签
0/10Wiki
所用输入
topicsagent-memory-system, anthropic, causal-inference, claude, claude-code, claude-code-plugin, cognitive-architecture, cognitive-science, episodic-memory, hopfield-network, llm-memory, long-term-memory, mcp-server, memory, model-context-protocol, neuroscience, persistent-memory, predictive-coding, retrieval-augmented-generation, vector-search
has_wiki
homepagehttps://ai-architect.tools
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?

55中等 · 占总体的 16%

安全态势

55中等
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 19 out of 19 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/27 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
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.2/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 30 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
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — 无数据
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
1.5/7.5Vulnerabilities — 8 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.5
已排除计分(无数据或不适用):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。

67中等 · 占总体的 0%
评分方式
45/45代理指令 — CLAUDE.md
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
legible_history_share
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes5,077
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
18/18一条命令的引导启动 — Makefile, docs/arxiv-thermodynamic/Makefile
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — pyrightconfig.json
10/10可复现环境 — devcontainer, Dockerfile, lockfile
0/10已体现的代理实践 — 无数据
0/8自动化维护 — 无数据
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesuv.lock
has_dockerfile
typed_language
bootstrap_filesMakefile, docs/arxiv-thermodynamic/Makefile
has_devcontainer
has_linter_config
typecheck_configspyrightconfig.json
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。
评分方式
27/45可类型检查的代码 — Python,已配置类型检查(pyrightconfig.json)
54.8/55可控的文件大小 — 采样的 959 个源文件中有 3 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes111,081
source_files_sampled959
oversized_source_files3
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)
20/20MCP 服务器
0/40可运行示例
所用输入
example_dirs
has_mcp_signal
api_schema_files

关键数据

67GitHub 星标
4贡献者
1,003最近 12 个月提交数
0距最近推送天数
86发布版本数
1巴士系数(bus factor)
2开放议题
npm, PyPI软件包生态系统数

数据采集警告

  • Could not fetch npm package 'hypermnesia-mcp' from its registry

更多细节

OpenSSF Scorecard 5.5 / 10
5.5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 · 2026-07-15 02:41 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests19 out of 19 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/27 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
9Licenselicense file detected
10Maintained30 commit(s) and 30 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
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
2Vulnerabilities8 existing vulnerabilities detected
直接依赖 6
注册表软件包版本约束清单文件
PyPIfastmcp>=2.0.0pyproject.toml
PyPIpydantic>=2.0.0pyproject.toml
PyPIpydantic-settings>=2.0.0pyproject.toml
PyPInumpy>=1.24.0pyproject.toml
PyPIsentence-transformers>=3.0.0pyproject.toml
PyPIflashrank>=0.2.0pyproject.toml
全部依赖 196

来自 GitHub 依赖图的完整解析依赖集合:7 个直接依赖与 189 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
PyPIfastmcp3.2.4直接
PyPIflashrank0.2.10直接
PyPInumpy2.4.4直接
PyPInumpy2.2.6直接
PyPIpydantic2.13.3直接
PyPIpydantic-settings2.14.2直接
PyPIsentence-transformers5.4.1直接
PyPIaiofile3.9.0间接
PyPIaiohappyeyeballs2.6.1间接
PyPIaiohttp3.14.1间接
PyPIaiosignal1.4.0间接
PyPIannotated-doc0.0.4间接
PyPIannotated-types0.7.0间接
PyPIanyio4.13.0间接
PyPIasync-timeout5.0.1间接
PyPIattrs26.1.0间接
PyPIauthlib1.7.2间接
PyPIbackports-asyncio-runner1.2.0间接
PyPIbackports-tarfile1.2.0间接
PyPIbeartype0.22.9间接
PyPIcachetools7.0.6间接
PyPIcaio0.9.25间接
PyPIcertifi2026.2.25间接
PyPIcffi2.0.0间接
PyPIcharset-normalizer3.4.7间接
PyPIclick8.3.2间接
PyPIcolorama0.4.6间接
PyPIcolorcet3.2.1间接
PyPIcoverage7.13.5间接
PyPIcryptography48.0.1间接
PyPIcuda-bindings13.2.0间接
PyPIcuda-pathfinder1.5.3间接
PyPIcuda-toolkit13.0.2间接
PyPIcyclopts4.10.2间接
PyPIdatasets4.8.4间接
PyPIdatashader0.19.0间接
PyPIdill0.4.1间接
PyPIdnspython2.8.0间接
PyPIdocstring-parser0.18.0间接
PyPIdocutils0.22.4间接
PyPIemail-validator2.3.0间接
PyPIexceptiongroup1.3.1间接
PyPIfilelock3.29.0间接
PyPIflatbuffers25.12.19间接
PyPIfrozenlist1.8.0间接
PyPIfsspec2026.2.0间接
PyPIgoogleapis-common-protos1.75.0间接
PyPIgriffelib2.0.2间接
PyPIh110.16.0间接
PyPIhf-xet1.4.3间接
PyPIhttpcore1.0.9间接
PyPIhttpx0.28.1间接
PyPIhttpx-sse0.4.3间接
PyPIhuggingface-hub1.11.0间接
PyPIhypermnesia-mcp4.14.1间接
PyPIidna3.15间接
PyPIigraph1.0.0间接
PyPIimportlib-metadata8.7.1间接
PyPIiniconfig2.3.0间接
PyPIjaraco-classes3.4.0间接
PyPIjaraco-context6.1.2间接
PyPIjaraco-functools4.4.0间接
PyPIjeepney0.9.0间接
PyPIjinja23.1.6间接
PyPIjoblib1.5.3间接
PyPIjoserfc1.6.8间接
PyPIjsonref1.1.0间接
PyPIjsonschema4.26.0间接
PyPIjsonschema-path0.4.5间接
PyPIjsonschema-specifications2025.9.1间接
PyPIkeyring25.7.0间接
PyPIleidenalg0.12.0间接
PyPIlibcst1.8.6间接
PyPIlinkify-it-py2.1.0间接
PyPIllvmlite0.47.0间接
PyPImarkdown-it-py4.0.0间接
PyPImarkupsafe3.0.3间接
PyPImcp1.27.0间接
PyPImdit-py-plugins0.6.1间接
PyPImdurl0.1.2间接
PyPImore-itertools11.0.2间接
PyPImpmath1.3.0间接
PyPImultidict6.7.1间接
PyPImultipledispatch1.0.0间接
PyPImultiprocess0.70.19间接
PyPImutmut3.6.0间接
PyPInetworkx3.6.1间接
PyPInetworkx3.4.2间接
PyPInumba0.65.1间接
PyPInvidia-cublas13.1.0.3间接
PyPInvidia-cuda-cupti13.0.85间接
PyPInvidia-cuda-nvrtc13.0.88间接
PyPInvidia-cuda-runtime13.0.96间接
PyPInvidia-cudnn-cu139.19.0.56间接
PyPInvidia-cufft12.0.0.61间接
PyPInvidia-cufile1.15.1.6间接
PyPInvidia-curand10.4.0.35间接
PyPInvidia-cusolver12.0.4.66间接
PyPInvidia-cusparse12.6.3.3间接
PyPInvidia-cusparselt-cu130.8.0间接
PyPInvidia-nccl-cu132.28.9间接
PyPInvidia-nvjitlink13.0.88间接
PyPInvidia-nvshmem-cu133.4.5间接
PyPInvidia-nvtx13.0.85间接
PyPIonnxruntime1.24.4间接
PyPIonnxruntime1.24.3间接
PyPIopenapi-pydantic0.5.1间接
PyPIopentelemetry-api1.43.0间接
PyPIopentelemetry-exporter-otlp-proto-common1.43.0间接
PyPIopentelemetry-exporter-otlp-proto-http1.43.0间接
PyPIopentelemetry-proto1.43.0间接
PyPIopentelemetry-sdk1.43.0间接
PyPIopentelemetry-semantic-conventions0.64b0间接
PyPIpackaging26.1间接
PyPIpandas2.3.3间接
PyPIpandas3.0.2间接
PyPIparam2.3.3间接
PyPIpathable0.5.0间接
PyPIpgvector0.4.2间接
PyPIpillow12.2.0间接
PyPIplatformdirs4.9.6间接
PyPIpluggy1.6.0间接
PyPIpropcache0.4.1间接
PyPIprotobuf7.34.1间接
PyPIpsycopg3.3.3间接
PyPIpsycopg-binary3.3.3间接
PyPIpsycopg-pool3.3.0间接
PyPIpy-key-value-aio0.4.4间接
PyPIpyarrow24.0.0间接
PyPIpycparser3.0间接
PyPIpyct0.6.0间接
PyPIpydantic-core2.46.3间接
PyPIpygments2.20.0间接
PyPIpyjwt2.13.0间接
PyPIpymupdf1.27.2.2间接
PyPIpyperclip1.11.0间接
PyPIpytest9.0.3间接
PyPIpytest-asyncio1.3.0间接
PyPIpytest-cov7.1.0间接
PyPIpytest-timeout2.4.0间接
PyPIpython-dateutil2.9.0.post0间接
PyPIpython-dotenv1.2.2间接
PyPIpython-multipart0.0.31间接
PyPIpytz2026.1.post1间接
PyPIpywin32311间接
PyPIpywin32-ctypes0.2.3间接
PyPIpyyaml6.0.3间接
PyPIpyyaml-ft8.0.0间接
PyPIreferencing0.37.0间接
PyPIregex2026.4.4间接
PyPIrequests2.33.1间接
PyPIrich15.0.0间接
PyPIrich-rst1.3.2间接
PyPIrpds-py0.30.0间接
PyPIsafetensors0.7.0间接
PyPIscikit-learn1.8.0间接
PyPIscikit-learn1.7.2间接
PyPIscipy1.17.1间接
PyPIscipy1.15.3间接
PyPIsecretstorage3.5.0间接
PyPIsetproctitle1.3.7间接
PyPIsetuptools81.0.0间接
PyPIshellingham1.5.4间接
PyPIsix1.17.0间接
PyPIsqlite-vec0.1.9间接
PyPIsse-starlette3.3.4间接
PyPIstarlette1.3.1间接
PyPIsympy1.14.0间接
PyPItexttable1.7.0间接
PyPItextual8.2.7间接
PyPIthreadpoolctl3.6.0间接
PyPItokenizers0.22.2间接
PyPItoml0.10.2间接
PyPItomli2.4.1间接
PyPItoolz1.1.0间接
PyPItorch2.11.0间接
PyPItqdm4.67.3间接
PyPItransformers5.5.4间接
PyPItree-sitter0.25.2间接
PyPItree-sitter-language-pack1.6.2间接
PyPItriton3.6.0间接
PyPItyper0.24.1间接
PyPItyping-extensions4.15.0间接
PyPItyping-inspection0.4.2间接
PyPItzdata2026.1间接
PyPIuc-micro-py2.0.0间接
PyPIuncalled-for0.3.1间接
PyPIurllib32.7.0间接
PyPIuvicorn0.45.0间接
PyPIwatchfiles1.1.1间接
PyPIwebsockets16.0间接
PyPIxarray2026.4.0间接
PyPIxarray2025.6.1间接
PyPIxxhash3.6.0间接
PyPIyarl1.23.0间接
PyPIzipp3.23.1间接
原始 JSON 报告 机器可读
{
  "data": {
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                "key": "ships_releases",
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                "key": "openssf_scorecard_signed_releases",
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          {
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        "key": "community",
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        "name": "Community & Adoption",
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            "note": null,
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                "key": "watchers",
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                "detail": "4 watchers",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
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                "key": "readme",
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              {
                "key": "license",
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                "details": [
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
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              {
                "key": "code_of_conduct",
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                "code": "weights_renormalized",
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            "value": 56,
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
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                "status": "partial",
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                "max_points": 80
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              {
                "key": "registry_dependents",
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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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        "name": "Sustainability & Governance",
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        "weight": 0.24,
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            "key": "maintainer_resilience",
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                "key": "bus_factor",
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                "key": "commit_distribution",
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                    "code": "top_contributor_share",
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                "max_points": 22.5
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                ],
                "max_points": 13.5
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              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
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                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
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            "note": null,
            "notes": [],
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            "inputs": {
              "merged_prs": 86,
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              "closed_issues": 40,
              "issue_closed_ratio": 0.952,
              "closed_unmerged_prs": 7
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "95% of issues closed",
                "points": 44.5,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
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                      "share": 95
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                ],
                "max_points": 46.75
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "86/93 decided PRs merged",
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                "status": "partial",
                "details": [
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                    "code": "decided_prs_merged",
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                      "merged": 86,
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                ],
                "max_points": 38.25
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              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
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                "points": 0,
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            ]
          },
          {
            "key": "stewardship",
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            "notes": [
              {
                "code": "excluded_no_data",
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              {
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            "value": 56,
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                    "code": "owner_personal",
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                "max_points": 30
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              {
                "key": "verified_domain",
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                "max_points": 20
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                "key": "owner_reach",
                "name": "Owner reach",
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                "key": "track_record",
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                "key": "version_history",
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                "details": [
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                "key": "not_deprecated",
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                "detail": "active, not deprecated or yanked",
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                "details": [
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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            "notes": [],
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            "inputs": {
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              {
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            "value": 55,
            "inputs": {
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                "key": "branch_protection",
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                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
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                "key": "code_review",
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                "key": "contributors",
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              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "points": 7.5,
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                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
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                "detail": "license file detected",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10",
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                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "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 run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "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": "8 existing vulnerabilities detected",
                "points": 1.5,
                "status": "partial",
                "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": 3
            },
            "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": 67,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "good",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 75,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 5077
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice",
                    "automated_maintenance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 74,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [
                "Makefile",
                "docs/arxiv-thermodynamic/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [
                "pyrightconfig.json"
              ],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": null
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, docs/arxiv-thermodynamic/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, docs/arxiv-thermodynamic/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": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "pyrightconfig.json",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "pyrightconfig.json"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "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": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 111081,
              "source_files_sampled": 959,
              "oversized_source_files": 3
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (pyrightconfig.json)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "pyrightconfig.json",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "3/959 source files over 60KB",
                "points": 54.8,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 959,
                      "oversized": 3
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": [
    "Could not fetch npm package 'hypermnesia-mcp' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-15T02:41:48.518820Z",
  "schema_version": "0.11.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/c/cdeust/Cortex.svg",
  "full_name": "cdeust/Cortex",
  "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 v0.11.0—— 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.