Skip to main content
#3
Ranked #3 of 56 in this category· 该品类排名 #3 / 共 56 个

DX Audit

by Mila Cho✓ verified author · 已验证·3mo ago

Measure the onboarding pain your docs politely hide.

把文档表面看不出来的上手摩擦点显性化。

Developer DocsCodexweb docsCLI productsLow risk · 低风险trusted · 官方/可信open source · 开源

Before you install安装前须知

!Runs shell commands会执行命令
Editor's verdict· 编辑结论

Best when you need to know how new users actually experience your product, not how your team thinks they do. Walks the public onboarding path — docs, install, first API call, first error message — and times each step. Catches the silent failures: docs promising a feature that doesn't exist yet, paste-this commands that don't run on macOS, default settings that 404. Strongest before a developer-facing launch. Skip it for internal-only tooling — that's not what it's tuned for.

你需要知道新用户到底是怎么体验你产品的、而不是你的团队以为他们怎么体验的,它最有用。走一遍公开的上手路径——文档、安装、第一次 API 调用、第一条错误信息——给每一步计时。专抓那些沉默失败:文档里写了但实际不存在的功能、复制粘贴的命令在 macOS 跑不起来、默认配置 404。开发者面向产品发布前最值得跑一遍。内部工具别用它,不是为那个场景调的。

— Editorial team · 编辑团队

Install via Skills CLI

Use npx skills add to install this skill into the selected agent. Phase 0 commands are generated from source rules, not verified.

Codex
npx skills add https://github.com/mila-cho/dx-audit -g -a codex -y

Drop `-g` to install project-locally

Best for适合什么场景

  • Onboarding audits上手流程审计
  • Developer experience friction开发者体验摩擦点
  • SDK setup reviewsSDK setup 评审

Not for不适合什么场景

  • Incident response事故响应
  • PR reviewPR 评审
  • Private production workflows私密生产工作流

vs alternativesvs 其他选择

Full compare table完整对比表 →
#1Anthropic Doc Coauthoring

Guide a doc from raw context to reader-tested clarity.

4.7·163k stars
diff · 差异Best for long-lived documents that real readers have to act on — RFCs, design docs, architecture write-ups, technical specs. Built around a reader-test loop: draft, hand to a fresh reader, see if they can answer the document's own questions, revise. Anthropic-authored, so the format and review conventions match how Claude actually consumes context. Not for one-pagers or release notes — release-briefing handles those with much less ceremony.
#2Docs Release

Sync the docs after the code changes, not three weeks later.

4.7·9.3k stars
diff · 差异Best for the docs that age worst — README, ARCHITECTURE, getting-started — when code has moved on and prose hasn't. Reads the diff, finds the docs that reference the changed code path, and proposes the smallest update needed to keep them honest. Strongest after architectural refactors or API rename waves; weakest on net-new documentation. For full authoring loops with reader testing, anthropic-doc-coauthoring is the better fit.
#4Release Briefing

Turn a merge queue into one clear launch narrative.

4.3·4.7k stars
diff · 差异Best for the human communication layer around a deploy — release notes, stakeholder briefs, rollback templates. Built around the gap between "engineering finished merging" and "support, marketing, and execs know what changed." Pulls from the actual merged PRs, so the classic "we forgot to mention that feature" follow-up email stops happening. Not a code review tool; not a deploy verifier — pair it with canary-watch for that side.

Side-by-side compare维度对比

Key differences with same-lane alternatives
this skill · 当前DX AuditAnthropic Doc CoauthoringDocs ReleaseRelease Briefing
Rating · 评分4.54.74.74.3
Stars · 星标5.4k163k9.3k4.7k
Risk · 风险Low risk · 低风险Low risk · 低风险Low risk · 低风险Low risk · 低风险
Best for · 最适合Onboarding auditsGuide a doc from raw context to reader-tested clarity.README updatesRelease notes
Not for · 不适合Incident responseWorkflows that require stronger human review than this catalog entry documents.Live deploy verificationDeep code review

Audit notes审计备注

last reviewed 2026-06-10 · 复查
Source源码open on GitHub · 公开
Author作者verified org · 已验证
Network网络访问read-only · 只读
Filesystem文件写入sandboxed · 沙箱
Dependencies依赖audited · 已审计
Telemetry遥测none · 无
Skill Market
Find the best AI skills for the job·按品类找最好用的 AI 技能
v0.4 · 1306 skills indexed · last review 2026-06-10