How does it improve AI worker performance?

It utilizes specific prompt engineering patterns like adding context/motivation, using explicit action verbs, and avoiding negative framing to reduce ambiguity and errors.

Does it automatically select the right skills?

It provides skill matching suggestions based on content signals, such as recommending 'frontend-development' for .tsx files or 'databases' for SQL queries.

What is the Prompt Craft skill?

Prompt Craft is a Claude Code skill that helps developers transform backlog issues into highly effective, structured instructions for AI agents and subagents.

Can it help with large, complex features?

Yes, it includes parallelization hints and complexity guidelines to help you break down large features into manageable subtasks for parallel AI execution.

What triggers the prompt writing process?

You can trigger the skill using natural commands like 'craft prompt', 'write prompt', 'prepare issue', or 'make ready' within your Claude Code environment.

Prompt Craft

Name: Prompt Craft
Author: GGPrompts

byGGPrompts

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生产力与工作流

Generates high-performance, structured prompts for Claude workers using industry-leading prompt engineering best practices.

Prompt Craft is a specialized tool designed to bridge the gap between raw backlog issues and executable AI tasks. By applying optimized patterns for Claude 4.x—including explicit action verbs, contextual motivation, and positive framing—this skill ensures that subagents and workers operate with maximum precision. It automatically structures prompts with clear contexts, task definitions, file-specific guidance, and completion criteria, while intelligently suggesting relevant skills and parallelization opportunities for complex architectural changes.

主要功能

01Automatically matches and suggests relevant skills based on project content

02Applies Claude 4 best practices like explicit verbs and positive framing

03Generates subagent hints to enable parallel task execution

04Provides standardized prompt structures with clear completion criteria

053 GitHub stars

06Converts backlog issues into actionable worker prompts using proven patterns

使用场景

01Standardizing task delegation workflows across distributed development teams

02Optimizing underperforming prompts to improve AI output accuracy

03Preparing complex GitHub or Jira issues for execution by AI coding agents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ggprompts/my-plugins prompt-craft

For use in Claude.ai and ChatGPT