公开记录
软件健康报告模式 0.14.0 · 指标 2.10.0 · 2026-07-19 08:00 UTC

dfrostar / neuralmind

Persistent memory for AI coding agents. Your agent learns your codebase the way a senior engineer would — what files go together, what you usually edit next. Works with Claude Code, Cursor, Cline, Continue. 100% local. (Side effect: 40-70× cheaper code questions.)

PythonMIT★ 19 星标⑂ 0 复刻始于 2026年4月在 GitHub 上查看 ↗
类型MCP 服务器网页界面如何判定

dfrostar/neuralmind 的健康指数为 100 分中的 77 分,处于「良好」区间。 其得分最高的类别是Engineering Quality(81/100),最低的是Community & Adoption(50/100)。 最近一次更新在今天。 近期的大部分工作由 2 位贡献者完成。

77
总分 / 100
良好

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。

77
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 66 经校准后在公布的指数量表上为 77(记录校准 2026-08-02)。

所有权

dfrost个人账户
0 关注者18 个公开仓库始于 2023年12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
PyPIneuralmind1.0.03,455560 天前adaptive-recall-depthagent-answerabilityagent-ergonomicsagent-memory-feedback-loopagent-onboardingagent-onboarding-memoryagent-toolsaiai-agentai-coding-agentai-coding-assistantaideranswer-faithfulnessanswerability-benchmarkanswerability-evalanthropicapi-spec-searchassociative-memoryauto-backend-selectionautomated-indexingbackend-parity-gatebash-output-cacheblast-radiusbm25bm25-keyword-searchbranch-isolated-memorybuilt-in-code-graphc-code-intelligencec-cpp-mcpcall-graphchromadbchromadb-alternativechromadb-freechromadb-free-by-defaultchromadb-optionalci-auto-indexclaudeclaude-codeclaude-code-mcpclaude-desktopclaude-token-costclinecline-mcpco-break-detectioncode-graphcode-mcp-comparisoncode-memory-mcpcode-ragcode-rationalecode-retrieval-benchmarkcode-searchcode-understandingcode-visualizationcodebase-indexingcodebase-memory-mcp-alternativecodebase-memory-mcp-benchmarkcodebase-retrieval-testcodebase-searchcommit-rationalecommitted-team-memorycompiler-accurate-call-graphcomplementary-context-toolscompressed-vector-searchcontext-compressioncontext-engineeringcontext-engineering-stackcontext-windowcontinue-devcopilot-alternativecpp-indexingcsharp-code-graphcsharp-code-intelligencecursorcursor-alternativecursor-mcpcve-tree-free-defaultdaemon-first-architecturedecision-provenancedefault-backenddeveloper-productivitydeveloper-toolsdirectional-transitionsdocstring-to-code-retrievaldollar-savingsdotnet-code-searchdry-run-indexingeditor-integrationembeddingsevaluationexact-name-code-searchexplainable-retrievalexplicit-feedbackfable-5faithfulness-deltafaithfulness-evalfeedback-loopforce-directed-graphgeminigithub-action-indexgitnexus-alternativego-code-graphgpt-4graph-viewgraphify-alternativeheadroom-alternativehealth-checkhebbian-learninghybrid-searchimpact-analysisincremental-code-graphincremental-indexingindex-schema-validationinherited-agent-memoryinstall-doctorinstall-mcpintermediate-representationir-migrationjava-code-graphjava-code-intelligencejava-tree-sitterkeyword-vector-hybridknowledge-graphlabel-free-retrieval-evallean-default-installlearned-memory-evallive-code-indexllmllm-cost-optimizationllm-cost-trackingllm-judged-evalllm-toolsload-bearing-span-protectionlocal-daemonlong-contextmcpmcp-auto-detectionmcp-benchmarkmcp-servermcp-setupmemory-export-importmemory-namespacesmock-coveragemodel-context-protocolmulti-language-code-intelligencenative-editor-uxnatural-language-code-search-evalneedle-in-haystackneuralmind-evalneuralmind-impactneuralmind-serveneuralmind-vs-headroomnext-file-predictionnon-code-artifact-indexingobsidian-styleoffline-evalonboarding-liftonnx-embeddingsopenaiopenapi-indexingoutlier-detectionoutput-compressionphp-code-graphphp-code-intelligencephp-tree-sitterpluggable-graph-backendpolyglot-codebase-indexingpolyglot-fixturesponytail-alternativeponytail-headroom-integrationpositive-negative-feedbackposttooluse-hookprecise-call-graphprecision-recall-mrrprompt-compressionprotobuf-indexingragranked-retrieval-metricsrecall-at-kreciprocal-rank-fusionreduce-tokensreduced-cve-surfacerelevance-sidecarrepo-mapreproducible-benchmarkretrieval-debuggingretrieval-feedbackretrieval-qualityretrieval-quality-harnessretrieval-self-proberetrieval-traceretrieval-transport-generationreuse-feedbackreuse-vs-rewritereverse-dependencyreverse-dependency-lookuprrf-mergeruby-code-graphruby-code-intelligenceruby-tree-sitterrust-code-graphrust-code-intelligencerust-tree-sitterschema-artifact-searchscipscip-indexscip-precisionselector-autotuningself-improvement-enginesemantic-code-searchsemantic-searchshareable-agent-memoryskeleton-viewsourcegraph-cody-alternativesql-schema-indexingstructural-code-searchsynapse-layersynapse-recall-evalteam-memoryteam-memory-bundleteam-memory-citest-coverage-gapstoken-cost-benchmarktoken-cost-calculatortoken-optimizationtoken-reductiontoken-savings-dashboardtool-output-compressiontool-output-recoverytree-sittertree-sitter-graph-backendturboquantturbovectypescript-code-graphunified-token-optimizationvector-databasevector-quantizationversioned-index-contractvscode-extensionvscode-pluginwarm-index-cachewatch-mode-reindexzero-dependency-import

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?

80优秀 · 占总体的 21%
评分方式
36/36推送新近度最近一次推送于 0 天前
9.7/36提交节奏52 周中有 14 周有提交
18/18提交量最近一年 594 次提交
10/10OpenSSF Scorecard:Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year594
human_commit_share
days_since_last_push0
active_weeks_last_year14

发布纪律

90优秀
评分方式
27/27有发布版本已发布 61 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 0.7 天发布一次
0/10OpenSSF Scorecard:Signed-ReleasesProject has not signed or included provenance with any releases.
所用输入
releases_count61
latest_release_tagv1.0.0
releases_from_tags
days_since_latest_release0
mean_days_between_releases0.7

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?

50中等 · 占总体的 17%

流行度与采用

20存在风险
评分方式
20.4/60星标19 个星标
0/25复刻0 个复刻
0/15关注者0 位关注者
所用输入
forks0
stars19
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

77良好
评分方式
22.5/22.5README
22.5/22.5许可证可识别的许可证(MIT)
18/18CONTRIBUTING 指南
0/13.5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
readme_badges
has_contributing
has_issue_template
has_code_of_conduct
readme_badge_services
has_pull_request_template
评分方式
47.2/80月度下载量pypi 合计每月 3,455 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
packagesneuralmind
dependents
ecosystemspypi
total_downloads
monthly_downloads3,455
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?

60中等 · 占总体的 23%
评分方式
25.2/54巴士系数2 位贡献者贡献了半数提交
11.3/22.5提交分布头号贡献者编写了 50% 的提交
6.8/13.5贡献者广度5 位贡献者
3/10OpenSSF Scorecard:Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
所用输入
bus_factor2
contributors_sampled5
top_contributor_share0.499
评分方式
42/42议题解决100% 的议题已关闭
23/30PR 接受已裁定的 PR 中 255/333 已合并
0/13Newcomer PR acceptance30 天内没有首次贡献者的 PR 得到裁决
0/15OpenSSF Scorecard:Code-ReviewFound 0/24 approved changesets -- score normalized to 0
所用输入
merged_prs255
open_issues0
closed_issues37
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio1
closed_unmerged_prs78
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
已排除计分(无数据或不适用):Newcomer PR acceptance。 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
0/25所有者影响力dfrostar 有 0 位关注者
14.5/25既往记录18 个公开仓库,账户约 2 年
所用输入
followers0
owner_typeUser
is_verified
owner_logindfrostar
public_repos18
account_age_days942
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56 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
packagesneuralmind
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?

81优秀 · 占总体的 19%

工程实践

68良好
评分方式
24/24CI 工作流15 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-Tests7 out of 7 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

100卓越
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点https://dfrostar.github.io/neuralmind/
10/10仓库描述
10/10主题标签20 个主题标签
10/10Wiki
所用输入
topicsai, ai-coding, knowledge-graph, llm, mcp, semantic-search, token-reduction, agent-memory, claude-code, cursor, hebbian-learning, local-first, markov-chain, persistent-memory, synapse-layer, directional-transitions, next-file-prediction, developer-tools, graph-view, obsidian-style
has_wiki
homepagehttps://dfrostar.github.io/neuralmind/
docs_sitehttps://dfrostar.github.io/neuralmind/
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?

53中等 · 占总体的 16%

安全态势

53中等
评分方式
7.5/7.5Binary-Artifactsno binaries found in the repo
2.2/7.5Branch-Protectionbranch protection is not maximal on development and all release branches
2.5/2.5CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0/7.5Code-ReviewFound 0/24 approved changesets -- score normalized to 0
0.8/2.5Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5许可证license file detected
7.5/7.5Maintained30 commit(s) and 30 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
0/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-ReleasesProject has not signed or included provenance with any releases.
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities24 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.3

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。

78良好 · 占总体的 4%
评分方式
45/45代理指令CLAUDE.md
15/15机器可读文档(llms.txt)存在 llms.txt
0/40可读的提交历史无数据
所用输入
has_llms_txt
llms_txt_url
legible_history_share
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes7,582
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
0/11Lint / 格式化配置
11/11静态类型检查editors/vscode/tsconfig.json, site/tsconfig.json
10/10可复现环境Dockerfile, lockfile
0/10已体现的代理实践无数据
5/8自动化维护已配置依赖自动化,但在抽样提交中未观察到
0/10OpenSSF Scorecard:Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilespackage-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configseditors/vscode/tsconfig.json, site/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
已排除计分(无数据或不适用):已体现的代理实践。 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(editors/vscode/tsconfig.json, site/tsconfig.json)
54.1/55可控的文件大小采样的 362 个源文件中有 6 个超过 60KB
所用输入
primary_languagePython
largest_source_bytes205,399
source_files_sampled362
oversized_source_files6
评分方式
0/40API 模式(OpenAPI/GraphQL/proto)不适用于此类软件
20/20MCP 服务器
40/40可运行示例example
所用输入
example_dirsexample
has_mcp_signal
api_schema_files
interfaces_expected_of
已排除计分(无数据或不适用):API 模式(OpenAPI/GraphQL/proto)。 其余权重已重新归一化。

关键数据

19GitHub 星标
5贡献者
594最近 12 个月提交数
0距最近推送天数
61发布版本数
2巴士系数(bus factor)
0开放议题
npm, PyPI软件包生态系统数

更多细节

OpenSSF Scorecard 5.3 / 10
5.3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 · 2026-07-19 07:59 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests7 out of 7 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 0/24 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense 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
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities24 existing vulnerabilities detected
直接依赖 24
注册表软件包版本约束清单文件
PyPIpyyaml>=6.0pyproject.toml
PyPItoml>=0.10pyproject.toml
PyPImcp>=1.27.2pyproject.toml
PyPIcryptography>=41.0pyproject.toml
PyPIpydantic>=2.0pyproject.toml
PyPIturbovec>=0.7pyproject.toml
PyPIonnxruntime>=1.16pyproject.toml
PyPItokenizers>=0.15pyproject.toml
PyPInumpy>=1.20pyproject.toml
PyPIchromadb>=0.4.0pyproject.toml
PyPItree-sitter>=0.21.0pyproject.toml
PyPItree-sitter-python>=0.21.0pyproject.toml
PyPItree-sitter-typescript>=0.21.0pyproject.toml
PyPItree-sitter-go>=0.21.0pyproject.toml
PyPItree-sitter-rust>=0.21.0pyproject.toml
PyPItree-sitter-java>=0.21.0pyproject.toml
PyPItree-sitter-c>=0.21.0pyproject.toml
PyPItree-sitter-cpp>=0.21.0pyproject.toml
PyPItree-sitter-c-sharp>=0.21.0pyproject.toml
PyPItree-sitter-ruby>=0.21.0pyproject.toml
PyPItree-sitter-php>=0.22.0pyproject.toml
npmnext14.2.21site/package.json
npmreact^18.3.1site/package.json
npmreact-dom^18.3.1site/package.json
全部依赖 152

来自 GitHub 依赖图的完整解析依赖集合:28 个直接依赖与 124 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
npmnext14.2.21直接
npmreact18.3.1直接
npmreact-dom18.3.1直接
PyPIchromadb直接
PyPIchromadb1.5.8直接
PyPIcryptography直接
PyPImcp直接
PyPImcp1.28.1直接
PyPInumpy直接
PyPIonnxruntime直接
PyPIpydantic直接
PyPIpyyaml直接
PyPIpyyaml6.0.3直接
PyPItokenizers直接
PyPItoml直接
PyPItoml0.10.2直接
PyPItree-sitter直接
PyPItree-sitter-c直接
PyPItree-sitter-c-sharp直接
PyPItree-sitter-cpp直接
PyPItree-sitter-go直接
PyPItree-sitter-java直接
PyPItree-sitter-php直接
PyPItree-sitter-python直接
PyPItree-sitter-ruby直接
PyPItree-sitter-rust直接
PyPItree-sitter-typescript直接
PyPIturbovec直接
npm@alloc/quick-lru5.2.0间接
npm@jridgewell/gen-mapping0.3.13间接
npm@jridgewell/resolve-uri3.1.2间接
npm@jridgewell/sourcemap-codec1.5.5间接
npm@jridgewell/trace-mapping0.3.31间接
npm@next/env14.2.21间接
npm@next/swc-darwin-arm6414.2.21间接
npm@next/swc-darwin-x6414.2.21间接
npm@next/swc-linux-arm64-gnu14.2.21间接
npm@next/swc-linux-arm64-musl14.2.21间接
npm@next/swc-linux-x64-gnu14.2.21间接
npm@next/swc-linux-x64-musl14.2.21间接
npm@next/swc-win32-arm64-msvc14.2.21间接
npm@next/swc-win32-ia32-msvc14.2.21间接
npm@next/swc-win32-x64-msvc14.2.21间接
npm@nodelib/fs.scandir2.1.5间接
npm@nodelib/fs.stat2.0.5间接
npm@nodelib/fs.walk1.2.8间接
npm@swc/counter0.1.3间接
npm@swc/helpers0.5.5间接
npm@types/node20.19.43间接
npm@types/node26.0.1间接
npm@types/prop-types15.7.15间接
npm@types/react18.3.31间接
npm@types/react-dom18.3.7间接
npm@types/vscode1.125.0间接
npmany-promise1.3.0间接
npmanymatch3.1.3间接
npmarg5.0.2间接
npmautoprefixer10.5.2间接
npmbaseline-browser-mapping2.10.43间接
npmbinary-extensions2.3.0间接
npmbraces3.0.3间接
npmbrowserslist4.28.6间接
npmbusboy1.6.0间接
npmcamelcase-css2.0.1间接
npmcaniuse-lite1.0.30001805间接
npmchokidar3.6.0间接
npmclient-only0.0.1间接
npmcommander4.1.1间接
npmcssesc3.0.0间接
npmcsstype3.2.3间接
npmdidyoumean1.2.2间接
npmdlv1.1.3间接
npmelectron-to-chromium1.5.389间接
npmes-errors1.3.0间接
npmescalade3.2.0间接
npmfast-glob3.3.3间接
npmfastq1.20.1间接
npmfdir6.5.0间接
npmfill-range7.1.1间接
npmfraction.js5.3.4间接
npmfsevents2.3.3间接
npmfunction-bind1.1.2间接
npmglob-parent5.1.2间接
npmglob-parent6.0.2间接
npmgraceful-fs4.2.11间接
npmhasown2.0.4间接
npmis-binary-path2.1.0间接
npmis-core-module2.16.2间接
npmis-extglob2.1.1间接
npmis-glob4.0.3间接
npmis-number7.0.0间接
npmjiti1.21.7间接
npmjs-tokens4.0.0间接
npmlilconfig3.1.3间接
npmlines-and-columns1.2.4间接
npmloose-envify1.4.0间接
npmmerge21.4.1间接
npmmicromatch4.0.8间接
npmmz2.7.0间接
npmnanoid3.3.15间接
npmnode-releases2.0.51间接
npmnormalize-path3.0.0间接
npmobject-assign4.1.1间接
npmobject-hash3.0.0间接
npmpath-parse1.0.7间接
npmpicocolors1.1.1间接
npmpicomatch2.3.2间接
npmpicomatch4.0.5间接
npmpify2.3.0间接
npmpirates4.0.7间接
npmpostcss8.4.31间接
npmpostcss8.5.17间接
npmpostcss-import15.1.0间接
npmpostcss-js4.1.0间接
npmpostcss-load-config6.0.1间接
npmpostcss-nested6.2.0间接
npmpostcss-selector-parser6.1.4间接
npmpostcss-value-parser4.2.0间接
npmqueue-microtask1.2.3间接
npmread-cache1.0.0间接
npmreaddirp3.6.0间接
npmresolve1.22.12间接
npmreusify1.1.0间接
npmrun-parallel1.2.0间接
npmscheduler0.23.2间接
npmsource-map-js1.2.1间接
npmstreamsearch1.1.0间接
npmstyled-jsx5.1.1间接
npmsucrase3.35.1间接
npmsupports-preserve-symlinks-flag1.0.0间接
npmtailwindcss3.4.19间接
npmthenify3.3.1间接
npmthenify-all1.6.0间接
npmtinyglobby0.2.17间接
npmto-regex-range5.0.1间接
npmts-interface-checker0.1.13间接
npmtslib2.8.1间接
npmtypescript5.9.3间接
npmundici-types6.21.0间接
npmundici-types8.3.0间接
npmupdate-browserslist-db1.2.3间接
npmutil-deprecate1.0.2间接
PyPIblack26.5.1间接
PyPImatplotlib3.10.9间接
PyPImypy1.20.2间接
PyPIpre-commit间接
PyPIpytest9.1.1间接
PyPIpytest-asyncio1.4.0间接
PyPIpytest-cov间接
PyPIpytest-mock间接
PyPIruff0.15.18间接
PyPItiktoken0.13.0间接
原始 JSON 报告 机器可读

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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 v0.14.0—— 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.