Can I save the refined prompts for later use?

Yes, after refining a prompt, the skill offers to automatically save the result to a specialized .ai/PROMPT.md file within your project directory.

How does the Prompt Refiner improve my prompts?

It analyzes your input against a checklist of essential elements—such as constraints, context, and output format—and then rewrites it using precise, imperative language that models follow more accurately.

Does this skill add unnecessary length to my prompts?

No, the skill follows a rule to keep the refined version between 0.75x and 1.5x the original length, prioritizing conciseness and the removal of vague filler text.

When should I use this skill?

Use it whenever you need to sharpen a prompt, write a system instruction, or ensure that an AI's output strictly follows a specific format like JSON or Markdown.

Prompt Refiner

Name: Prompt Refiner
Author: iliaal

byiliaal

•

생산성 및 워크플로

Transforms vague or ambiguous prompts into precise, structured AI instructions using professional prompt engineering principles.

The Prompt Refiner skill helps developers and AI users eliminate inconsistent model behavior by converting conversational requests into rigorous specifications. It systematically assesses inputs for missing constraints, context, and edge cases, then rewrites them using imperative language and optimized instruction hierarchies. This skill is essential for anyone building AI-powered workflows, creating system prompts, or trying to extract specific data formats like JSON from an LLM without the usual 'meta-commentary' or filler.

주요 기능

01Systematic gap assessment covering tasks, constraints, and output formats

02Imperative rewriting that replaces vague verbs with measurable actions

03Direct persistence to .ai/PROMPT.md for versioning and easy reuse

04Progressive complexity logic to prevent over-engineering simple prompts

05Instruction hierarchy optimization to prioritize the most important tasks

065 GitHub stars

사용 사례

01Debugging and sharpening prompts that currently produce inconsistent results

02Converting a loose idea into a production-ready system prompt

03Standardizing AI output formats for reliable API or tool integration

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add iliaal/compound-engineering-plugin refine-prompt

For use in Claude.ai and ChatGPT

주요 기능

01Systematic gap assessment covering tasks, constraints, and output formats

02Imperative rewriting that replaces vague verbs with measurable actions

03Direct persistence to .ai/PROMPT.md for versioning and easy reuse

04Progressive complexity logic to prevent over-engineering simple prompts

05Instruction hierarchy optimization to prioritize the most important tasks

065 GitHub stars

사용 사례

01Debugging and sharpening prompts that currently produce inconsistent results

02Converting a loose idea into a production-ready system prompt

03Standardizing AI output formats for reliable API or tool integration

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add iliaal/compound-engineering-plugin refine-prompt

For use in Claude.ai and ChatGPT