How do I measure the impact of these patterns?

You can use the included DX metrics like 'Time to First Success' and the 'Tool Maturity Level' matrix to track and improve your developer experience.

What is a Claude Code Skill?

A specialized capability that provides domain-specific guidance and implementation patterns to enhance Claude's coding behavior for specific tasks.

What are the three pillars of DX used here?

The skill focuses on Feedback Loops (speed of validation), Cognitive Load (mental energy needed), and Flow State (ability to maintain deep focus).

Can I use this for building command-line tools?

Yes, it provides specific patterns for progressive disclosure and consistent command structures to make CLIs more intuitive for both novices and experts.

How does this skill help with ADHD?

It suggests patterns that minimize context switching, provide visible progress signals, and reduce decision paralysis to better support hyperfocus.

Developer Experience (DX) Patterns

Name: Developer Experience (DX) Patterns
Author: nathanvale

bynathanvale

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生产力与工作流

Optimizes software development workflows by implementing research-backed developer experience patterns and ADHD-friendly practices.

关于

This skill empowers developers to build tools and systems that prioritize human cognition and flow state. By focusing on the three pillars of developer experience—feedback loops, cognitive load, and flow state—it provides actionable guidance for creating intuitive CLIs, helpful error messages, and streamlined documentation. It is particularly valuable for teams building internal tools or developers seeking to reduce friction and mental fatigue in their daily coding routines through progressive disclosure and consistent command patterns.

主要功能

Standardizes error message structures for actionable and helpful feedback
Enforces progressive disclosure for CLI and API designs to reduce mental overhead
Includes a DX Skill Matrix to measure tool maturity and developer growth
Implements the three pillars of DX: Feedback Loops, Cognitive Load, and Flow State
Provides ADHD-friendly coding patterns to minimize context switching and decision paralysis
1 GitHub stars

使用场景

Improving internal documentation and error handling to reduce developer onboarding time
Refactoring command-line interfaces (CLIs) for better usability and discovery
Optimizing development workflows to support deep focus and ADHD-friendly hyperfocus

关于

主要功能

Standardizes error message structures for actionable and helpful feedback
Enforces progressive disclosure for CLI and API designs to reduce mental overhead
Includes a DX Skill Matrix to measure tool maturity and developer growth
Implements the three pillars of DX: Feedback Loops, Cognitive Load, and Flow State
Provides ADHD-friendly coding patterns to minimize context switching and decision paralysis
1 GitHub stars

使用场景

Improving internal documentation and error handling to reduce developer onboarding time
Refactoring command-line interfaces (CLIs) for better usability and discovery
Optimizing development workflows to support deep focus and ADHD-friendly hyperfocus