How do I debug a prompt that isn't working?

You can provide your current prompt and the undesired result; the skill will analyze the gaps, identify missing constraints, and provide a refined version.

How does it help with token efficiency?

The skill can compress long, vague prompts into concise, constraint-heavy instructions that reduce token usage while maintaining or improving output quality.

What prompt patterns does it support?

It supports several advanced techniques including Chain of Thought (step-by-step reasoning), Role Assignment, and Few-Shot learning with examples.

Can I turn my own prompts into reusable skills?

Yes, the Meta Prompt skill includes specific templates to identify repeated prompts and automatically format them into standardized SKILL.md files for future use.

What is the Meta Prompt skill?

It is a specialized capability that teaches Claude how to help you write better prompts for itself, ensuring more accurate and structured responses for complex development tasks.

Meta Prompt

Name: Meta Prompt
Author: willsigmon

bywillsigmon

•

生产力与工作流

Optimizes AI interactions by generating, refining, and architecting high-quality prompts for complex development tasks.

The Meta Prompt skill transforms Claude into a prompt engineering expert, helping users structure complex requests for maximum accuracy and efficiency. It provides frameworks for constraint discovery, prompt debugging, and token optimization, while also facilitating the conversion of repeated patterns into reusable Claude Code skills. Whether you are investigating bugs or architecting features, this skill ensures Claude understands your intent with surgical precision, reducing iteration time and improving output quality through advanced patterns like Chain of Thought and Role Assignment.

主要功能

01Token-efficient prompt compression to reduce costs and latency

027 GitHub stars

03Prompt debugging for vague, verbose, or low-quality AI outputs

04One-click conversion of repeated prompts into reusable SKILL.md files

05Advanced pattern support including Chain of Thought and Few-Shot learning

06Automated prompt architecture and refinement for complex tasks

使用场景

01Architecting structured feature requests that follow specific codebase conventions and patterns

02Converting a complex manual coding workflow into a permanent, reusable Claude Code Skill

03Debugging why a specific prompt is producing sub-optimal or incorrect code results

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willsigmon/sigstack meta-prompt

For use in Claude.ai and ChatGPT

Download Skill