prompt-writing

Generates, analyzes, and optimizes prompts for skills, commands, and reference documents.

3|Updated Nov 12, 2025
One-click install
npx skills add https://github.com/bcasci/hustler-marketplace --skill prompt-writing
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-writing
Source: https://github.com/bcasci/hustler-marketplace/tree/main/prompting_plugin/skills/prompt-writing
Command: npx skills add https://github.com/bcasci/hustler-marketplace --skill prompt-writing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Users often struggle to write effective, concise, and well-structured prompts for various AI artifacts (skills, commands, agents, docs). This Skill automates the generation, analysis, and optimization of prompts, ensuring clarity, efficiency, and adherence to best practices, saving users time and reducing complexity.

Core Features & Use Cases

  • Prompt Generation: Create complete prompts with appropriate frontmatter, techniques, and Claude Code features from user intent.
  • Prompt Analysis: Evaluate existing prompts, identify areas for improvement, and suggest specific enhancements with reasoning.
  • Prompt Optimization: Refine prompts for clarity and conciseness, applying decision frameworks and explaining changes.
  • Use Case: You have a vague idea for a new Claude command. Use this Skill to generate a fully structured, optimized prompt that includes argument handling and tool permissions, ready for immediate use.

Quick Start

Use the prompt-writing skill to generate a command prompt for fixing GitHub issues.

Frequently Asked Questions about prompt-writing

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

FAQPage Schema
How do I write better prompts for AI commands and skills?

Prompt writing involves crafting clear, structured instructions that guide AI behavior. This Skill generates, analyzes, and optimizes prompts to improve clarity, reduce unnecessary length, and ensure alignment with templates and best practices, saving time and reducing complexity in prompt creation.

Can I generate a complete prompt with frontmatter and tool permissions from scratch?

Yes. This Skill generates full prompts from your intent, including appropriate frontmatter, techniques, argument handling, and tool permissions configured for immediate deployment as commands or skills.

How do I evaluate and improve an existing prompt?

Prompt analysis identifies weaknesses in structure, clarity, and efficiency. This Skill evaluates existing prompts, suggests specific improvements with reasoning, and refines them for conciseness while maintaining functional requirements and template adherence.

What's the best way to optimize prompts for skills and subagents?

Optimization applies decision frameworks and structured refinement techniques to reduce bloat and improve alignment with available templates. This Skill refines prompts across skills, commands, subagents, and reference documents while explaining each change.

Can I use this for free-form text prompts or only structured AI artifacts?

This Skill handles both. It works with skills, commands, subagents, reference documents, and free-form text, applying the same generation, analysis, and optimization techniques across all prompt types.

What happens if my prompt doesn't follow the required template structure?

The Skill identifies template violations and structural gaps during analysis, then refines your prompt to meet frontmatter requirements, trigger phrase patterns, and integration standards for ready-to-deploy artifacts.