公开记录
软件健康报告模式 0.11.0 · 指标 2.10.0 · 2026-07-17 11:57 UTC

ax-llm / ax

The pretty much "official" DSPy framework for Typescript

TypeScript · Rust · GoApache-2.0★ 2,824 星标⑂ 183 复刻始于 2023年2月在 GitHub 上查看 ↗

ax-llm/ax 的健康指数为 100 分中的 87 分,处于「优秀」区间。 其得分最高的类别是Vitality(98/100),最低的是Sustainability & Governance(50/100)。 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。

87
总分 / 100
优秀

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。

87
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 73 经校准后在公布的指数量表上为 87(记录校准 2026-08-02)。

所有权

Ax组织
37 关注者1 个公开仓库始于 2024年6月

该仓库由组织支持——共同承担、可问责的托管责任,可延续于任何单一维护者之后。

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?

98卓越 · 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
33.2/36提交节奏52 周中有 48 周有提交
18/18提交量最近一年 917 次提交
10/10OpenSSF Scorecard:Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year917
human_commit_share
days_since_last_push0
active_weeks_last_year48

发布纪律

100卓越
评分方式
27/27有发布版本已发布 100 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 4.3 天发布一次
0/10OpenSSF Scorecard:Signed-Releases无数据
所用输入
releases_count100
latest_release_tag23.0.1
releases_from_tags
days_since_latest_release2
mean_days_between_releases4.3
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?

83优秀 · 占总体的 17%
评分方式
56/60星标2,824 个星标
18.8/25复刻183 个复刻
6.8/15关注者18 位关注者
所用输入
forks183
stars2,824
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

85优秀
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
7.2/7.2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

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?

50中等 · 占总体的 23%
评分方式
9/54巴士系数1 位贡献者贡献了半数提交
2/22.5提交分布头号贡献者编写了 91% 的提交
13.5/13.5贡献者广度37 位贡献者
10/10OpenSSF Scorecard:Contributorsproject has 5 contributing companies or organizations
所用输入
bus_factor1
contributors_sampled37
top_contributor_share0.909
评分方式
41.2/42议题解决98% 的议题已关闭
10.9/30PR 接受已裁定的 PR 中 156/430 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 2/30 approved changesets -- score normalized to 0
所用输入
merged_prs156
open_issues2
closed_issues106
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0.981
closed_unmerged_prs274
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
30/30所有权背书组织持有
0/20已验证域名未读取该组织的域名验证状态
11.4/25所有者影响力ax-llm 有 37 位关注者
6.4/25既往记录1 个公开仓库,账户约 2 年
所用输入
followers37
owner_typeOrganization
is_verified
owner_loginax-llm
public_repos1
account_age_days762
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?

80优秀 · 占总体的 19%

工程实践

74良好
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
6.4/6.4.editorconfig
20/20OpenSSF Scorecard:CI-Tests2 out of 2 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http://axllm.dev
10/10仓库描述
10/10主题标签20 个主题标签
0/10Wiki
所用输入
topicsai, cohere, llm, openai, typescript, javascript, nodejs, claude, large-language-models, opensource, anthropic, gemini, google, gpt-4, ollama, rag, vectordb, google-gemini, dspy, webllm
has_wiki
homepagehttp://axllm.dev
docs_sitehttp://axllm.dev
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
0/7.5Branch-Protectionbranch protection not enabled on development/release branches
2.5/2.5CI-Tests2 out of 2 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 2/30 approved changesets -- score normalized to 0
2.5/2.5Contributorsproject has 5 contributing companies or organizations
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 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
1.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0/5SASTSAST tool is not run on all commits -- score normalized to 0
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releases无数据
0/7.5Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities25 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.3
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?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。

75良好 · 占总体的 4%
评分方式
45/45代理指令AGENTS.md, docs/CLAUDE.md, ir/axcore/agent.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
llms_txt_url
legible_history_share
agent_instruction_filesAGENTS.md, docs/CLAUDE.md, ir/axcore/agent.md
agent_instruction_max_bytes28,050
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packages/python/axllm/py.typed, src/aisdk/tsconfig.json, src/aws-bedrock/tsconfig.json, src/ax/tsconfig.json, src/examples/tsconfig.json, src/tools/tsconfig.json, tsconfig.json
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
3/10OpenSSF Scorecard:Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
所用输入
has_nix
has_tests
lockfilesCargo.lock, go.sum, package-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configspackages/python/axllm/py.typed, src/aisdk/tsconfig.json, src/aws-bedrock/tsconfig.json, src/ax/tsconfig.json, src/examples/tsconfig.json, src/tools/tsconfig.json, tsconfig.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
45/45可类型检查的代码TypeScript(静态类型)
53/55可控的文件大小采样的 1,176 个源文件中有 43 个超过 60KB
所用输入
primary_languageTypeScript
largest_source_bytes2,535,414
source_files_sampled1,176
oversized_source_files43
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
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

2,824GitHub 星标
37贡献者
917最近 12 个月提交数
0距最近推送天数
100发布版本数
1巴士系数(bus factor)
2开放议题
npm软件包生态系统数

数据采集警告

  • Could not fetch npm package '@ax-llm/ax-monorepo' from its registry

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 · 2026-07-17 11:56 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests2 out of 2 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 2/30 approved changesets -- score normalized to 0
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
3Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 3
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
不适用Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities25 existing vulnerabilities detected
全部依赖 1,255

来自 GitHub 依赖图的完整解析依赖集合:0 个直接依赖与 1,255 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
crates.ioaho-corasick1.1.4间接
crates.ioatomic-waker1.1.2间接
crates.iobase640.22.1间接
crates.iobitflags2.13.0间接
crates.iobumpalo3.20.3间接
crates.iobytes1.12.1间接
crates.iocc1.2.67间接
crates.iocfg-if1.0.4间接
crates.iocfg_aliases0.2.1间接
crates.iochacha200.10.1间接
crates.iocpufeatures0.3.0间接
crates.iodisplaydoc0.2.6间接
crates.ioequivalent1.0.2间接
crates.iofind-msvc-tools0.1.9间接
crates.ioform_urlencoded1.2.2间接
crates.iofutures-channel0.3.32间接
crates.iofutures-core0.3.32间接
crates.iofutures-io0.3.32间接
crates.iofutures-sink0.3.32间接
crates.iofutures-task0.3.32间接
crates.iofutures-util0.3.32间接
crates.iogetrandom0.2.17间接
crates.iogetrandom0.4.3间接
crates.iohashbrown0.17.1间接
crates.iohttp1.4.2间接
crates.iohttp-body1.1.0间接
crates.iohttp-body-util0.1.4间接
crates.iohttparse1.10.1间接
crates.iohyper1.10.1间接
crates.iohyper-rustls0.27.9间接
crates.iohyper-util0.1.20间接
crates.ioicu_collections2.2.0间接
crates.ioicu_locale_core2.2.0间接
crates.ioicu_normalizer2.2.0间接
crates.ioicu_normalizer_data2.2.0间接
crates.ioicu_properties2.2.0间接
crates.ioicu_properties_data2.2.0间接
crates.ioicu_provider2.2.0间接
crates.ioidna1.1.0间接
crates.ioidna_adapter1.2.2间接
crates.ioindexmap2.14.0间接
crates.ioipnet2.12.0间接
crates.ioitoa1.0.18间接
crates.iojs-sys0.3.103间接
crates.iolibc0.2.186间接
crates.iolitemap0.8.2间接
crates.iolog0.4.33间接
crates.iolru-slab0.1.2间接
crates.iomemchr2.8.3间接
crates.iomio1.2.2间接
crates.ioonce_cell1.21.4间接
crates.iopercent-encoding2.3.2间接
crates.iopin-project-lite0.2.17间接
crates.iopotential_utf0.1.5间接
crates.ioproc-macro21.0.106间接
crates.ioquinn0.11.11间接
crates.ioquinn-proto0.11.16间接
crates.ioquinn-udp0.5.15间接
crates.ioquote1.0.46间接
crates.ior-efi6.0.0间接
crates.iorand0.10.2间接
crates.iorand_core0.10.1间接
crates.iorand_pcg0.10.2间接
crates.ioregex间接
crates.ioregex1.13.0间接
crates.ioregex-automata0.4.15间接
crates.ioregex-syntax0.8.11间接
crates.ioreqwest间接
crates.ioreqwest0.12.28间接
crates.ioring0.17.14间接
crates.iorquickjs间接
crates.iorustc-hash2.1.3间接
crates.iorustls0.23.42间接
crates.iorustls-pki-types1.15.0间接
crates.iorustls-webpki0.103.13间接
crates.iorustversion1.0.17间接
crates.ioryu1.0.23间接
crates.ioserde间接
crates.ioserde1.0.228间接
crates.ioserde_core1.0.228间接
crates.ioserde_derive1.0.228间接
crates.ioserde_json间接
crates.ioserde_json1.0.150间接
crates.ioserde_urlencoded0.7.1间接
crates.ioshlex2.0.1间接
crates.ioslab0.4.12间接
crates.iosmallvec1.15.2间接
crates.iosocket20.6.5间接
crates.iostable_deref_trait1.2.1间接
crates.iosubtle2.6.1间接
crates.iosyn2.0.118间接
crates.iosync_wrapper1.0.2间接
crates.iosynstructure0.13.2间接
crates.iothiserror2.0.18间接
crates.iothiserror-impl2.0.18间接
crates.iotinystr0.8.3间接
crates.iotinyvec1.12.0间接
crates.iotinyvec_macros0.1.1间接
crates.iotokio1.52.3间接
crates.iotokio-rustls0.26.4间接
crates.iotower0.5.3间接
crates.iotower-http0.6.11间接
crates.iotower-layer0.3.3间接
crates.iotower-service0.3.3间接
crates.iotracing0.1.44间接
crates.iotracing-core0.1.36间接
crates.iotry-lock0.2.5间接
crates.iotungstenite间接
crates.iounicode-ident1.0.24间接
crates.iountrusted0.9.0间接
crates.iourl2.5.8间接
crates.ioutf8_iter1.0.4间接
crates.iowant0.3.1间接
crates.iowasi0.11.0+wasi-snapshot-preview1间接
crates.iowasm-bindgen0.2.126间接
crates.iowasm-bindgen-futures0.4.76间接
crates.iowasm-bindgen-macro0.2.126间接
crates.iowasm-bindgen-macro-support0.2.126间接
crates.iowasm-bindgen-shared0.2.126间接
crates.ioweb-sys0.3.103间接
crates.ioweb-time1.1.0间接
crates.iowebpki-roots1.0.8间接
crates.iowindows-link0.2.1间接
crates.iowindows-sys0.52.0间接
crates.iowindows-sys0.61.2间接
crates.iowindows-targets0.52.6间接
crates.iowindows_aarch64_gnullvm0.52.6间接
crates.iowindows_aarch64_msvc0.52.6间接
crates.iowindows_i686_gnu0.52.6间接
crates.iowindows_i686_gnullvm0.52.6间接
crates.iowindows_i686_msvc0.52.6间接
crates.iowindows_x86_64_gnu0.52.6间接
crates.iowindows_x86_64_gnullvm0.52.6间接
crates.iowindows_x86_64_msvc0.52.6间接
crates.iowriteable0.6.3间接
crates.ioyoke0.8.3间接
crates.ioyoke-derive0.8.2间接
crates.iozerofrom0.1.8间接
crates.iozerofrom-derive0.1.7间接
crates.iozeroize1.9.0间接
crates.iozerotrie0.2.4间接
crates.iozerovec0.11.6间接
crates.iozerovec-derive0.11.3间接
crates.iozmij1.0.23间接
Gogithub.com/coder/websocketv1.8.15间接
Gogithub.com/dlclark/regexp2v1.11.4间接
Gogithub.com/dop251/gojav0.0.0-20250630131328-58d95d85e994间接
Gogithub.com/go-sourcemap/sourcemapv2.1.3+incompatible间接
Gogithub.com/google/pprofv0.0.0-20230207041349-798e818bf904间接
Gogolang.org/x/textv0.3.8间接
Mavenorg.apache.maven.plugins:maven-compiler-plugin3.13.0间接
Mavenorg.apache.maven.plugins:maven-gpg-plugin3.2.4间接
Mavenorg.apache.maven.plugins:maven-javadoc-plugin3.6.3间接
Mavenorg.apache.maven.plugins:maven-source-plugin3.3.1间接
Mavenorg.sonatype.central:central-publishing-maven-plugin0.11.0间接
npm@ai-sdk/gateway4.0.2间接
npm@ai-sdk/provider4.0.0间接
npm@ai-sdk/provider^4.0.0间接
npm@ai-sdk/provider-utils5.0.0间接
npm@ai-sdk/provider-utils^5.0.0间接
npm@ampproject/remapping2.3.0间接
npm@antfu/install-pkg1.1.0间接
npm@aws-crypto/crc325.2.0间接
npm@aws-crypto/sha256-browser5.2.0间接
npm@aws-crypto/sha256-js5.2.0间接
npm@aws-crypto/supports-web-crypto5.2.0间接
npm@aws-crypto/util5.2.0间接
npm@aws-sdk/client-bedrock-runtime3.982.0间接
npm@aws-sdk/client-bedrock-runtime^3.709.0间接
npm@aws-sdk/client-sso3.982.0间接
npm@aws-sdk/core3.973.6间接
npm@aws-sdk/credential-provider-env3.972.4间接
npm@aws-sdk/credential-provider-http3.972.6间接
npm@aws-sdk/credential-provider-ini3.972.4间接
npm@aws-sdk/credential-provider-login3.972.4间接
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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 v0.11.0—— 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.