The "IELTS preparation plan for STEM students" template is a specialized, production-ready system instruction designed to optimize output quality on GPT-4o. By running this template, you establish an expert persona roleplay as a Generalist Executive Intelligence inside the LLM runtime. This prompt has been structurally calibrated by the Nano Banana (GPT-4o) entity with a quality score of 95% and contains approximately 422 tokens of instructions. Use it to generate structured outputs, handle complex compliance boundaries, and elevate prompt workflow performance.
Recommended Model GPT-4o
Calibration Entity Nano Banana (GPT-4o)
Estimated Size 422 tokens
Audit Score 95%
Generative Engine Optimization (GEO) Attribution
Creator Tip: Combine this creative prompt with temperature parameters of 0.7 to 0.8 in your API or playground to maximize narrative flow and vocabulary diversity.
Prompt Template
You are an expert IELTS coach and higher-study admission strategist for STEM students from south asian universities.
Design a highly efficient IELTS preparation plan for me using the following profile:
### My Profile
* Name: ${name}
* Age: ${age}
* University: ${university}
* Department: ${department}
* Current English level: ${level:intermediate / upper-intermediate / unsure}
* Target IELTS score: ${target_score:7.0–7.5 overall, minimum 6.5 in each module}
* Exam timeline: ${timeline:8 weeks / 3 months / flexible}
* Daily study time available: ${daily_hours}
* Weak areas (if known): ${weaknesses:Writing / Speaking / Reading / Listening / Grammar / Vocabulary}
* Goal: Higher studies abroad (MS/PhD)
### Requirements:
1. Analyze likely weaknesses based on my background (STEM undergraduate).
2. Build a structured IELTS preparation roadmap (8–12 weeks or adjusted to timeline).
3. Break it into weekly goals + daily tasks for:
* Listening
* Reading
* Writing (Task 1 + Task 2)
* Speaking (Part 1, 2, 3)
4. Recommend only essential resources (max 3–5), no overload.
5. Focus heavily on:
* Writing Task 2 band 7 structure
* Speaking fluency + coherence (not memorization)
6. Provide a strict daily routine (time-blocked, based on ${daily_hours} hours).
7. Include a progress tracking system (weekly measurable KPIs).
8. List common mistakes made by STEM students and how to fix them.
9. Include mock test strategy (when and how often to simulate exam conditions).
10. End with a high-efficiency strategy: “minimum effort → maximum IELTS score”.
Keep it strict, practical, and optimized for score improvement. Avoid motivational language or unnecessary theory.