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devex-review

Automate live developer experience assessments and generate evidence-backed DX scorecards.

Updated Mar 8, 2026
Search Tags:#developer onboarding#evidence#scorecard#devex#cli testing#dx audit#docs testing
One-click install
npx skills add https://github.com/ClyptAI/Clypt-Backend --skill devex-review-clyptai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: devex-review
Source: https://github.com/ClyptAI/Clypt-Backend/tree/main/.agents/skills/gstack/devex-review
Command: npx skills add https://github.com/ClyptAI/Clypt-Backend --skill devex-review-clyptai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates live developer experience assessments to reveal onboarding friction, helping teams identify where new users stumble during setup and usage.

Core Features & Use Cases

  • End-to-end DX audits that test docs, getting-started flows, CLI help, and error messages.
  • Evidence-backed scorecards that quantify onboarding friction for stakeholders.
  • Comparative insights against plan-devex-review benchmarks when available.

Quick Start

Run the DX audit on a project to generate 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
What is a developer experience audit and what does it evaluate?▼

A developer experience (DX) audit evaluates onboarding friction by testing live navigation through docs, getting-started flows, CLI help text, and error messages. It produces an evidence-backed scorecard quantifying where new users stumble during setup and usage.

How do I measure developer onboarding friction for my project?▼

You can measure developer onboarding friction by running an automated live DX assessment that tests your project's setup flow, documentation, and CLI help. This generates a structured scorecard with concrete evidence highlighting where users encounter obstacles.

Does the DX scorecard provide evidence for the onboarding issues it identifies?▼

Yes, the DX scorecard enforces structured reporting and evidence collection. It captures concrete data from live assessments of your docs and CLI interactions to substantiate the onboarding friction identified for stakeholders.

Can I compare my current DX audit results against previous benchmarks?▼

Yes, you can compare your current DX audit results against plan-devex-review benchmarks when available. This provides comparative insights to track whether your developer onboarding experience has improved or regressed over time.

What components of the getting-started flow are tested during a DX audit?▼

A DX audit tests navigation through documentation, the getting-started flow, CLI help text, and error messages. It assesses these live interactions to reveal exactly where new developers stumble during setup and usage.

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