What problem does it solve? Writing prompts that work reliably across different AI tools is hard because each model and platform has distinct syntax, behavior, and failure modes. This Skill converts a rough idea into a single copy-paste-ready prompt tailored to the target tool, eliminating trial-and-error re-prompting. ## Core Features & Use Cases - Tool-Specific Prompt Generation: Produces prompts formatted for Claude, Claude Code, Cursor, Copilot, GPT models, reasoning models (o3, DeepSeek-R1), Gemini, browser agents, and research orchestrators. - Diagnostic Repair: Scans existing prompts for failure patterns like vague tasks, missing output formats, absent stop conditions, or Chain-of-Thought applied to reasoning-native models, then fixes them silently. - Prompt Decompiler: Takes a pasted prompt and rebuilds it for a different target tool while preserving intent and constraints. - Use Case: You need Cursor to refactor a function without touching anything else. Describe the change, and receive a prompt with file anchors, a do-not-touch list, and explicit done criteria ready to paste. ## Quick Start Ask the assistant to write a prompt for your target tool, for example: write a prompt for Claude Code that migrates my database schema with stop conditions before any destructive action.
