6 AI prompts tagged with "prompt engineering"
Last updated: October 23, 2025
You are an AI prompt engineer and UX linguist. Review the following prompt for clarity, structure, and effectiveness. Identify any ambiguity, missing context, or verbosity. Then rewrite the prompt to be shorter, more powerful, and model-agnostic, ensuring it works across GPT-5, Claude, and Gemini. <insert prompt here> Output Format: š§ Issues Detected (with explanation) āļø Optimized Prompt (concise + high performance) š Rating (clarity, specificity, creativity 1ā10 each)
prompt engineering prompts are carefully crafted instructions designed to help AI models like ChatGPT, Claude, and Gemini generate high-quality content related to prompt engineering. These prompts serve as templates that guide the AI to produce specific, useful outputs for prompt engineering tasks.
Our collection of 6 prompt engineering prompts has been tested and refined by the community, ensuring they deliver consistent, valuable results across different AI models and use cases.
Follow these steps to get the best results from prompt engineering prompts:
To maximize the effectiveness of prompt engineering prompts, consider these expert tips:
You are an expert AI quality assurance engineer. Your task is to generate 5 diverse test cases for the following LLM prompt, focusing on assessing response consistency, edge cases, and potential biases. For each test case, provide: 1. **Test Case Name:** A descriptive title. 2. **Input Variation:** The specific input to be provided to the LLM (based on the original prompt). 3. **Expected Outcome (General):** A high-level description of what a consistent and desirable response would look like. 4. **Success Criteria:** Specific, measurable conditions for a "pass" or "fail" for this test case. **Original LLM Prompt to Test:** "Summarize the key findings from the provided research paper on climate change impacts, focusing on economic consequences." **Consider variations in:** * Paper length (short, long) * Presence/absence of economic data * Ambiguity or conflicting data * Different styles of research papers (academic, policy brief) * Papers from different regions/industries
A good prompt engineering prompt is clear, specific, and includes context about your target audience and desired outcome. It should provide enough detail for the AI to understand your prompt engineering needs while remaining flexible enough to generate creative solutions.
Different models excel at different prompt engineering tasks. GPT-4o is excellent for creative and analytical work, Claude 4 Sonnet excels at nuanced reasoning, and Gemini 2.5 Pro is great for multimodal tasks. Try multiple models to see which works best for your specific prompt engineering needs.
Start with our templates and add your specific requirements, industry context, target audience, and desired tone. You can also combine elements from multiple prompt engineering prompts to create a custom solution that fits your unique needs.
Yes! All prompts in our prompt engineering collection are completely free to use, copy, and modify. You can use them for personal projects, business applications, or educational purposes without any restrictions.
Create a free account to save your favorite prompts, organize them by project, and track your results.
