30 Battle-Tested AI Prompts That Actually Work
You've tried ChatGPT. You got generic, mediocre results. The secret isn't the AI model — it's the prompt.
I spent months refining prompts across ChatGPT, Claude, and Gemini. These 30 prompts consistently produce production-quality output — from debugging complex code to generating complete API endpoints.
What's Inside: 5 Categories
| Category | Count | Example Use |
|---|---|---|
| Python Development | 8 | Generate FastAPI endpoints, optimize pandas queries, async patterns |
| Web Scraping | 6 | BeautifulSoup extraction, Selenium automation, XHR intercepts |
| AI/LLM Engineering | 6 | RAG pipelines, prompt chaining, LLM evaluation |
| Debugging | 5 | Error diagnosis, refactoring, test generation |
| DevOps & Automation | 5 | Docker compose, GitHub Actions, n8n workflows |
Why These Prompts Are Different
- Context-rich — each prompt sets the AI's role, constraints, and output format
- Multi-model — tested on ChatGPT-4, Claude 3.5, Gemini Pro, DeepSeek
- Copy-paste ready — replace placeholders and go
- Developer-focused — no generic "write a blog post" fluff
Free Sample: The Debugging Prompt
"You are a senior Python engineer debugging a production issue. Analyze this error traceback and code. Identify: (1) root cause, (2) the exact line responsible, (3) a fix with explanation, (4) a unit test that reproduces the bug. Code: [paste your code]. Error: [paste traceback]"
This single prompt has saved me hours of StackOverflow searching.
Quick Start
- Download the prompt pack (ZIP with organized markdown)
- Open the category you need
- Copy a prompt, paste into any AI, get results
👉 Get the 30 AI Prompts Pack — $15
One-time purchase. Lifetime access. Works with any AI model.
Also check out:
- n8n Workflow Templates — 10 ready-to-import automations ($20)
- 500+ AI Prompt Mega Pack ($15)
- Web Scraper Pack — 10 Python scripts ($25)
What's your go-to AI prompt for coding? Share below!
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