AI RULEBOOKPrisma ORM Gemini System Prompt
Production-grade architectural rulebook for Prisma ORM. 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/gemini-system-instructions.jsonFailure Patterns Prevented for Prisma ORM
Default AI Prisma queries often select entire entity trees, causing catastrophic over-fetching. These rules enforce `select` fields, explicit index hints, and batch transactions.
- 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 Prisma ORM Gemini System Instructions via Terminal
Step 1: Open Project Directory & Verify Target Placement
Open your terminal and navigate to your project root folder where the prompts/gemini-system-instructions.json 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/gemini-system-instructions.json:
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/gemini-prompts/prisma" -o "prompts/gemini-system-instructions.json"Step 3: Verify and Activate with AI Agent
Launch your AI coding assistant (Universal AI Assistants). The assistant will automatically discover prompts/gemini-system-instructions.json in your repository and apply the architectural guardrails, type constraints, and verification protocols during code generation.
Gemini API System Instructions Generator
Inspect the complete specification manual, glob patterns, directory rules, and all available presets in our central directory.
Pair With Prisma ORM Client-Side Utilities
100% private, browser-based utilities to test, format, and inspect code generated by your AI rules.
SQL Formatter
Format SQL queries (PostgreSQL, MySQL, SQLite, standard SQL) with proper indentation.
UUID / ULID / NanoID Generator
Generate cryptographically secure UUIDv4, ULID, and NanoID strings in bulk.
JSON Formatter & Validator
Format, validate, and minify JSON with interactive syntax highlighting and sorting.
Hash Generator (MD5, SHA256, SHA512)
Computes MD5, SHA-1, SHA-256, and SHA-512 in parallel client-side in your browser.
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: Prisma ORM AI Rulebooks
Why should Prisma queries always specify select?
Selecting only required fields reduces database memory, shrinks JSON network payloads, and avoids accidentally exposing password hashes or internal fields.