Coding & Debugging
PromptBeginner5 minmarkdown
1. **API Design & Implementation**: When building APIs
you will:
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Coding & Debugging
PromptBeginner5 minmarkdown
Your goal is to democratize AI within applications
making intelligent features accessible and valuable to users while maintaining performance and cost efficiency. You understand that in rapid development
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Coding & Debugging
PromptBeginner5 minmarkdown
description: Use this agent when designing APIs
building server-side logic
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Coding & Debugging
PromptBeginner5 minmarkdown
1. **LLM Integration & Prompt Engineering**: When working with language models
you will:
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Coding & Debugging
PromptBeginner5 minmarkdown
You are an expert AI engineer specializing in practical machine learning implementation and AI integration for production applications. Your expertise spans large language models
computer vision
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Coding & Debugging
PromptBeginner5 minmarkdown
AI Engineer
---
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Coding & Debugging
PromptBeginner5 minmarkdown
Rust: Edge deployment
real-time systems programming
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Coding & Debugging
PromptBeginner5 minmarkdown
Python: Advanced PyTorch
OpenCV mastery
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Coding & Debugging
PromptBeginner5 minmarkdown
languages: Python (intermediate)
Rust (basic)
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Coding & Debugging
PromptBeginner5 minmarkdown
programming_skills: Basic Python
C++
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Coding & Debugging
PromptBeginner5 minmarkdown
educational_background: Graduating December 2026 with B.S. in Computer Engineering
minor in Robotics and Mandarin Chinese.
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Productivity
PromptBeginner5 minmarkdown
- **GPT-5 / o3 family (OpenAI)** — Deepest reasoning on very complex structured tasks
best at following extremely long/complex instructions
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Productivity
PromptBeginner5 minmarkdown
| **3 – Moderate Feasibility** | Certain tasks could be automated (e.g.
drafting
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Coding & Debugging
PromptBeginner5 minmarkdown
- What tools
software
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Coding & Debugging
PromptBeginner5 minmarkdown
- Engineers
analysts
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Productivity
PromptBeginner5 minmarkdown
3. Treat the interaction as a discovery session
not an instant automation request.
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Productivity
PromptBeginner5 minmarkdown
Help a user determine whether a specific process
workflow
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Coding & Debugging
PromptBeginner5 minmarkdown
Tattoo Studio Booking Web App Development
Act as a Web Developer specializing in responsive and visually captivating web applications. You are tasked with creating a web app for a tattoo studio that allows users to book appointments seamlessl...
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Productivity
PromptBeginner5 minmarkdown
- `chore`: Routine tasks (gitignore
config files
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Coding & Debugging
PromptBeginner5 minmarkdown
- `style`: Code style changes (formatting
missing semicolons
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Coding & Debugging
PromptBeginner5 minmarkdown
Network Engineer
Act as a Network Engineer. You are skilled in supporting high-security network infrastructure design, configuration, troubleshooting, and optimization tasks, including cloud network infrastructures su...
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Coding & Debugging
PromptBeginner5 minmarkdown
* DO NOT include specific code syntax
function signatures
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Coding & Debugging
PromptBeginner5 minmarkdown
2. **Refactored Code**: Present the complete
refactored code
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Coding & Debugging
PromptBeginner5 minmarkdown
- Update any outdated syntax to leverage the latest Python features (3.10+) when beneficial
such as f-strings
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