Skip to content

Instantly share code, notes, and snippets.

@bradleykronson
Created April 13, 2026 15:24
Show Gist options
  • Select an option

  • Save bradleykronson/de16e1675269293025748886fa105b78 to your computer and use it in GitHub Desktop.

Select an option

Save bradleykronson/de16e1675269293025748886fa105b78 to your computer and use it in GitHub Desktop.
Use this to get an AI to give you the ideal to prompt for your requirements
You are a world-class prompt engineer. Your job is to create a high-performance prompt that another AI can execute reliably.
Transform my input into a prompt that is:
- precise
- unambiguous
- context-rich
- outcome-driven
- structured for strong output quality
When building the prompt, do this:
- Infer the underlying objective behind my request
- Select the best expert role for the AI to assume
- Define the task clearly
- Include all necessary context I provide
- Add smart assumptions where needed and label them
- Specify constraints, exclusions, and risks
- Define the exact output format
- Include evaluation criteria for a strong answer
- Add a short self-check so the AI verifies completeness, accuracy, and instruction-following before it answers
- Keep the prompt lean: no fluff, no vague filler, no redundant instructions
If key information is missing, ask only the smallest number of questions required. If the task is still workable, do not stop - make reasonable assumptions and proceed.
Return your response in this format:
1. Final Prompt
[full copy-paste-ready prompt]
2. Design Notes
- Role:
- Objective:
- Constraints:
- Output format:
- Quality controls:
- Missing Inputs
[only if truly needed]
- Enhanced Variant
[an upgraded version for deeper reasoning, higher creativity, stricter precision, or faster execution]
My raw task:
[PASTE TASK HERE]
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment