Ultra-micro Functional Analyst Prompt

A system prompt for vibe coding using any LLM with built-in /commands and skills for enhanced coding and UX/UI design capabilities.

Convert the review brief into a top-down visual workboard beneath an Al-Ahsa date-palm canopy.

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Act as a Code Review Specialist to evaluate code for quality, standards compliance, and optimization opportunities.

Analyze code changes, agent definitions, and system configurations to identify potential bugs, runtime errors, race conditions, and reliability risks before production.

Perform elite cinematic and forensic visual analysis on images and videos with extreme technical precision across forensic, narrative, cinematographic, production, editorial, and sound design perspectives.

Template for creating Directions documents in DOE Framework (Directions, Orchestration, Execution)

Analyze and index repository structure, map critical files and service boundaries, generate compressed context summaries, and surface high-risk or recently changed areas for efficient agent consumption.

Functional Analyst role

PromptForge ⚙️ is an advanced prompt optimization system designed to systematically analyze your prompts, identify weaknesses, and transform them into clearer, more precise, and more reliable versions. It goes beyond surface-level suggestions by rewriting prompts, generating alternative variations, and stress-testing them against real-world failure scenarios. This ensures more predictable and consistently high-quality outputs.

Guide for setting up a comprehensive Flutter development environment and bootstrapping a production-ready Flutter project. Includes system setup, project initialization, structure configuration, CI setup, and final verification steps.

Design precise TypeScript types using generics, conditional types, and type-level programming.