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devex-review

Audit developer experience by live-testing documentation, onboarding flows, and CLI tools.

Updated Feb 24, 2026
Search Tags:#testing#documentation#onboarding#developer experience#scorecard#devex#dx audit
One-click install
npx skills add https://github.com/Jia-Hong-Peng/jolike.com --skill devex-review-jia-hong-peng
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: devex-review
Source: https://github.com/Jia-Hong-Peng/jolike.com/tree/main/.claude/skills/gstack/devex-review
Command: npx skills add https://github.com/Jia-Hong-Peng/jolike.com --skill devex-review-jia-hong-peng

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Developer experience is often assumed good but never measured. Documentation drifts from reality, onboarding flows break silently, and CLI tools ship with confusing help text. This skill eliminates guesswork by actually testing the developer journey end-to-end and producing evidence-based scorecards.

Core Features & Use Cases

  • Live Onboarding Testing: Navigates docs and runs the getting-started flow to measure time-to-hello-world.
  • Error Capture: Screenshots error messages and surfaces confusing CLI output.
  • DX Scorecards: Produces structured reports comparing planned vs actual developer experience metrics.
  • Use Case: A team shipping a new CLI tool can run this skill after each release to catch documentation gaps and onboarding friction before users complain.

Quick Start

Use the devex-review skill to audit the developer onboarding flow for this project and produce a DX scorecard with evidence.

Frequently Asked Questions about devex-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit developer experience and measure onboarding time-to-hello-world?▼

You can measure onboarding time by running live tests against documentation and getting-started flows to capture timing data. This approach produces evidence-based DX scorecards comparing planned versus actual developer experience metrics.

What is a DX scorecard and how does it identify documentation gaps?▼

A DX scorecard is a structured report comparing planned versus actual developer experience metrics. It identifies documentation gaps by live-testing onboarding flows, capturing error screenshots, and surfacing confusing CLI output against real user workflows.

Does developer experience testing work for CLI tools and command-line interfaces?▼

Yes, developer experience testing works for CLI tools by running live tests against command-line interfaces to surface confusing help text and errors. It captures screenshots of CLI output to measure tooling usability and produce DX scorecards.

How do I catch documentation drift and onboarding friction before a release?▼

You catch documentation drift and onboarding friction by running live developer experience audits after each release. This tests real onboarding flows end-to-end, captures error screenshots, and highlights discrepancies between planned and actual metrics.

What is the best way to measure tooling usability for software projects?▼

The best way to measure tooling usability is through live developer experience audits that test CLI tools and onboarding flows against real user workflows. This generates evidence-based DX scorecards featuring timing data and error screenshots.

When should I run a developer experience audit for my software project?▼

You should run a developer experience audit before release when onboarding time, documentation accuracy, and tooling usability require measurement and improvement. Teams shipping CLI tools often run it after each release to catch documentation gaps before users complain.

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