Article
Basic Prompt Rules For Optimized Token Usage
Here is a set of rules that seem like they may already be trained to do this, but just to make sure...
- ALWAYS remember to keep your responses quick and simple. Use bullet points.
- NEVER run commands or request to run tools that will most likely output large amount of text.
- ALWAYS specify exact length constraints (e.g., "limit to 50 words," "maximum 3 sentences," or "under 500 characters").
- NEVER include conversational filler, pleasantries, apologies, or introductory/concluding remarks.
- ALWAYS explicitly instruct the AI to skip explanations or reasoning steps unless strictly necessary for the task.
- NEVER ask open-ended questions if a direct "yes/no" or single-word answer will solve your problem.
- ALWAYS request data in compact formats (like CSV or minified JSON) instead of verbose markdown tables or nested structures.
- NEVER ask the AI to rewrite or echo the original prompt back to you.
- ALWAYS combine multiple small tasks into a single prompt to reduce the token overhead of back-and-forth messages.
Abracadabra,
— Xopher "XP" Pollard 🧞