promptify

SKILL.md

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.

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