Back to skills
SkillHub ClubAnalyze Data & AIFull StackData / AI

promptify

Transform user requests into detailed, precise prompts for AI models. Use when users say "promptify", "promptify this", or explicitly request prompt engineering or improvement of their request for better AI responses.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
221
Hot score
97
Updated
March 20, 2026
Overall rating
C3.1
Composite score
3.1
Best-practice grade
A88.4

Install command

npx @skill-hub/cli install intellectronica-agent-skills-promptify

Repository

intellectronica/agent-skills

Skill path: skills/promptify

Transform user requests into detailed, precise prompts for AI models. Use when users say "promptify", "promptify this", or explicitly request prompt engineering or improvement of their request for better AI responses.

Open repository

Best for

Primary workflow: Analyze Data & AI.

Technical facets: Full Stack, Data / AI.

Target audience: everyone.

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: intellectronica.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install promptify into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/intellectronica/agent-skills before adding promptify to shared team environments
  • Use promptify for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

Original source / Raw SKILL.md

---
name: promptify
description: Transform user requests into detailed, precise prompts for AI models. Use when users say "promptify", "promptify this", or explicitly request prompt engineering or improvement of their request for better AI responses.
---

# Promptify

Transform user requests into detailed, precise prompts optimised for AI model consumption.

## Core Task

Rewrite the user's request as a clear, specific, and complete prompt that guides an AI model to produce the desired output without ambiguity. Treat the output as specification language, not casual natural language.

## Process

1. **Read and understand** - Read the user's request carefully to understand the full context, intent, and all details
2. **Plan the rewrite** - Consider what specific information, instructions, or context the AI model needs to fulfill the request effectively
3. **Rewrite as a detailed prompt** - Transform the request into a precise prompt with clarity, specificity, and completeness

## Writing Guidelines

### Structure

- Begin with a single short paragraph summarising the overall task
- Use headings (##, ###, ####) for sections only where appropriate (no first-level title)
- Use **bold**, _italics_, bullet points (`-`), and numbered lists (1., 2.) liberally for organisation
- Never use emojis
- Never use `*` for bullet points, always use `-`

### Language

- Use plain, straightforward, precise language
- Avoid embellishments, niceties, or creative flourishes
- Think of language as specification/code, not natural language
- Be clear and specific in all instructions

### Content

- Keep the prompt concise: 0.75X to 1.5X the length of the original request
- Do not add or invent information not present in the input
- Do not include unnecessary complexity or verbosity

## Output

Provide only the final prompt as markdown, without additional commentary or explanation.
promptify | SkillHub