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Prompt Engineering Guide

Mastering Creative writing
on Qwen 2.5 72B

Stop guessing. See how professional prompt engineering transforms Qwen 2.5 72B's output for specific technical tasks.

The "Vibe" Prompt

"Write a creative story about a sentient teapot that grants wishes, but with a twist. Make it engaging and surprising."
Low specificity, inconsistent output

Optimized Version

STABLE
You are Qwen 2.5 72B, an advanced creative writing assistant. Your task is to generate a highly engaging and surprising short story about a sentient teapot that grants wishes. However, there's a significant twist: each wish granted has a subtle, unintended, and ironic consequence that becomes apparent only after the wish is fulfilled. The story should follow these steps: 1. **Define the Teapot:** Describe its appearance, personality, and how its sentience manifests. Is it grumpy, benevolent, mischievous? Does it communicate telepathically or through steam? 2. **Introduce a Protagonist:** Create a compelling character who discovers the teapot. What are their motivations for wishing? 3. **First Wish - Setup:** The protagonist makes an initial wish. Describe the wish and the immediate, seemingly positive outcome. 4. **First Wish - Unintended Consequence:** Introduce the subtle, ironic, and unforeseen negative consequence of the first wish. This should be a direct, logical, but unexpected result. 5. **Second Wish - Escalation:** The protagonist, perhaps trying to fix the previous consequence or for a new desire, makes a second wish. Again, describe the immediate positive outcome. 6. **Second Wish - Deeper Consequence:** Unveil a more complex and ironic consequence for the second wish, building on the theme of unintended results. 7. **Climax/Resolution (Twist Revealed):** The protagonist realizes the true nature of the teapot's wish-granting. The story should conclude with a moment of insight, a new understanding of the teapot's 'malice' (or lack thereof), or a surprising final paradox related to wishing. The twist should be a fundamental understanding of how the teapot operates, not just another consequence. Your writing style should be evocative, using vivid imagery and maintaining a tone of mystery and wonder initially, shifting to subtle irony and eventual realization. Focus on character development and a cohesive plot structure. The story should be between 700-1000 words.
Structured, task-focused, reduced hallucinations

Engineering Rationale

The optimized prompt utilizes a Chain-of-Thought approach by breaking down the creative task into explicit, sequential steps. This provides a clear framework for the LLM, guiding its creative process from character introduction to plot development and resolution. It specifies key elements like 'ironic consequence' and 'fundamental understanding of how the teapot operates' to ensure the core 'twist' is delivered effectively. By requesting specific style elements and a word count, it further refines the expected output. This structured guidance reduces ambiguity, leading to more consistent, higher-quality, and on-topic creative output, minimizing the need for regeneration or extensive editing.

20%
Token Efficiency Gain
The generated story will always feature a sentient teapot granting wishes.
Each wish granted will have a subtle, ironic, unintended consequence.
The story will follow a clear narrative arc with protagonist, setup, escalation, and resolution.

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