01/12/2026
The Best Prompt Engineering Framework: RTCROS!
This is my go-to framework for real business scenarios.
R โ Role
(Tell the AI who it should act as)
Example: You are a B2B industrial sales assistant with expertise in valves, pressure control equipment, and technical product selection.
T โ Task
(Define the exact job you want AI to do)
Example: Draft a personalized outreach email for a prospect in the power-generation sector who showed interest in our โHigh-Performance Knife Gate Valve.โ
C โ Context
(Give the background the AI needs for relevance. Add screenshots, images, data, or files if needed.)
Example: The prospect is a maintenance engineer looking for reliable valve solutions for abrasive slurry applications. My company specializes in long-life, high-performance valves and delivers engineering support across Canada. The sales cycle is technical and relationship-driven. Review the uploaded screenshots of the product specification sheets.
R โ Reasoning
(Explain how the AI should think or approach the task)
Example: Analyze the prospectโs needs in relation to common industry pain points, such as erosion, leakage, unplanned shutdowns, and high maintenance costs. Highlight product reliability, service life, application fit, and support availability. Maintain technical accuracy and avoid making inflated claims.
O โ Output Format
(Lock the deliverable. Tell AI what the final answer should look like. Define the output format, such as PDF, table, slide, or email. Specify the tone, such as formal, consultative, concise, and the level of detail.)
Example: Produce a short email. Give subject line (2 options), email body (120โ140 words), and a simple CTA to schedule a conversation or request specs. Keep the tone professional and helpful, not pushy.
S โ Stopping Condition
(Specify where the AI should stop)
Example: Stop after reviewing 10 industry reports and generating the email. Do not continue with follow-up suggestions.
Stop writing random prompts.
Use RTCROS instead!
