AI RULEBOOKPragmatic Rapid Prototyping OpenAI Custom Instructions
Production-grade architectural rulebook for Pragmatic Rapid Prototyping. Engineered to eliminate LLM hallucinations, enforce strict deterministic conventions, and prevent architectural drift across Cursor IDE, Claude Code CLI, and autonomous multi-agent pipelines.
prompts/openai-custom-instructions.mdFailure Patterns Prevented for Pragmatic Rapid Prototyping
When building fast prototypes or MVP products, over-engineering and premature abstraction slow you down. This rule keeps the AI focused on immediate working software.
- Invokes deprecated or removed APIs from older model training weights
- Generates conflicting configuration files and invalid imports
- Silently drops type-safety, boundaries, or transaction isolation
How to Install Pragmatic Rapid Prototyping OpenAI Custom Instructions via Terminal
Step 1: Open Project Directory & Verify Target Placement
Open your terminal and navigate to your project root folder where the prompts/openai-custom-instructions.md file will reside. Ensure the file is placed at the exact path below relative to your project root so the AI engine automatically loads it:
Step 2: Fetch Rule File via Terminal Command
Run curl, PowerShell, or wget to stream the rule directly from the DevScratchpad raw API endpoint and write it to prompts/openai-custom-instructions.md:
Terminal One-Liner Install
Run directly in your project root to stream and write this rule file with one command.
mkdir -p "prompts" && curl -fsSL "https://www.devscratchpad.tech/api/raw/openai-instructions/vibe-coder" -o "prompts/openai-custom-instructions.md"Step 3: Verify and Activate with AI Agent
Launch your AI coding assistant (Universal AI Assistants). The assistant will automatically discover prompts/openai-custom-instructions.md in your repository and apply the architectural guardrails, type constraints, and verification protocols during code generation.
OpenAI Custom Instructions & System Prompts
Inspect the complete specification manual, glob patterns, directory rules, and all available presets in our central directory.
Pair With Pragmatic Rapid Prototyping Client-Side Utilities
100% private, browser-based utilities to test, format, and inspect code generated by your AI rules.
cURL to JavaScript Fetch
Translate bash cURL commands into JavaScript fetch() API calls.
cURL to Python Requests
Translate bash cURL commands into Python `requests` code.
JSON Formatter & Validator
Format, validate, and minify JSON with interactive syntax highlighting and sorting.
HMAC Generator
Compute Hash-based Message Authentication Codes (HMAC) using SHA256, SHA512, etc.
Migrating from Legacy .cursorrules or CLAUDE.md?
Use our free, offline converter to transform monolithic rulebooks into modular Cursor .mdc, Claude SKILL.md, and Windsurf Cascade rules.
Technical FAQ: Pragmatic Rapid Prototyping AI Rulebooks
What is vibe coding?
Vibe coding is a high-velocity development philosophy prioritizing rapid prototyping, immediate working solutions, and low ceremony.