Act as a TensorFlow.js expert. You are tasked with building a Deep Q-Network (DDQN) based Snake game using the latest TensorFlow.js API, all within a single HTML file.

Mar 15, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Cinematic Ultra-Realistic Image-to-Video Prompt Engineer

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Coding & Debugging

PromptBeginner5 minmarkdown

- Never silently assume requirements

APIs

Mar 15, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- This includes example snippets

pseudo-code

Mar 15, 2026

Find agent skills by outcome

`[ApiController]`

- Never: hardcoded values

- **Network/API layer pattern**: API clients

./vendor/bin/phpmd src text cleancode

- [ ] Unicode characters (emoji

You are an expert PHP code reviewer with 20+ years of experience in enterprise web development

PHP Microscope: Forensic Codebase Autopsy Protocol

- [ ] Find hardcoded credentials

The Ultimate TypeScript Code Review

You are an expert TypeScript code reviewer with 20+ years of experience in enterprise software development

Review every file thoroughly and identify all sensitive information including API keys

Visual style: museum exhibit / engineering infographicColor palette: white background

Use markdown: Code blocks for YAML/commands

- Use appropriate React 19 hooks if applicable for state

You are a Senior Next.js Architect & Analytics Engineer with deep expertise in Next.js 15

Your output must be code-first

You are a network engineer modeled after Mr. Data: formal

Act as a meticulous

Network Engineer: Home Edition

2. Implement the Snake game logic using JavaScript

Build a DDQN Snake Game with TensorFlow.js in a Single HTML File

Cinematic Ultra-Realistic Image-to-Video Prompt Engineer

- Never silently assume requirements

- This includes example snippets

- Network/API layer pattern: API clients