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devex-review

Audit developer experience by navigating docs and generating a DX scorecard.

4|1|Updated Sep 13, 2023
Search Tags:#testing#onboarding#cli#dx#developer-experience#scorecard#browse-tool
One-click install
npx skills add https://github.com/louisfghbvc/mcp-leetcode-crawler --skill devex-review-louisfghbvc
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: devex-review
Source: https://github.com/louisfghbvc/mcp-leetcode-crawler/tree/main/.agent/skills/devex-review
Command: npx skills add https://github.com/louisfghbvc/mcp-leetcode-crawler --skill devex-review-louisfghbvc

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables a live developer experience audit by simulating real onboarding and documentation interactions, surfacing friction points, and producing concrete evidence to improve developer flows.

Core Features & Use Cases

  • Live DX audit using the browse tool to navigate docs and onboarding flows
  • Time-to-onboard measurement, error message capture, and CLI help evaluation
  • DX scorecard generation with evidence and optional comparison against plan-devex-review scores
  • Proactive improvement suggestions after shipping developer-facing features

Quick Start

Prompt the devex-review skill to run a live DX audit on the current repository and follow its guided steps.

Frequently Asked Questions about devex-review

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

FAQPage Schema
How do I run a live developer experience audit on my repository?▼

Run a live developer experience audit by triggering the skill with prompts like test the DX or DX audit. It simulates real onboarding by navigating docs and testing the getting started flow to measure time-to-onboard and capture errors.

What is a DX scorecard and how does it evaluate onboarding friction?▼

A DX scorecard is an evaluation report that quantifies developer experience friction using captured evidence. It measures time-to-onboard, evaluates CLI help output, and observes errors encountered during documentation navigation to surface concrete improvement areas.

Can I measure time-to-onboard and CLI help quality automatically?▼

Yes, you can measure time-to-onboard and evaluate CLI help quality automatically. The skill uses the browse tool to navigate documentation flows, observe errors, and capture CLI help output to generate a DX scorecard with evidence.

Does this DX audit tool compare against planned developer experience review scores?▼

Yes, the DX audit compares live results against plan-devex-review scores when available. This comparison surfaces improvements and generates proactive suggestions after shipping developer-facing features to reduce ongoing onboarding friction.

When should I use an automated DX audit instead of manual onboarding testing?▼

Use an automated DX audit when you need to simulate real onboarding interactions and produce concrete evidence of friction points. It is ideal for generating proactive improvement suggestions after shipping developer-facing features.

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