Prompt Master is a Claude skill (version 1.7.0) that turns rough prompt ideas into production-ready prompts optimized for specific AI tools. Instead of re-prompting your way to the right answer, Prompt Master extracts your intent, routes to the correct prompt framework, audits for token waste, and delivers a single copyable prompt that works on the first try.Documentation Index
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The problem it solves
Every AI user wastes credits the same way: write a vague prompt, get the wrong output, re-prompt, get closer, re-prompt again. That’s three wasted API calls multiplied across dozens of prompts per day.“The best prompt is not the longest. It’s the one where every word is load-bearing.”Most prompt generators make prompts longer. Prompt Master makes them sharper.
What it covers
30+ Tool Profiles
Specific routing rules for LLMs, coding agents, image AI, video AI, 3D generators, and automation tools.
12 Prompt Templates
RTF, CO-STAR, RISEN, CRISPE, Chain of Thought, ReAct, Visual Descriptor — picked automatically for every task.
35 Anti-Pattern Checks
Vague verbs, missing scope, no stop conditions, wrong CoT usage — detected and fixed silently before delivery.
Memory Block System
Prior session decisions are carried forward so the AI never contradicts earlier work.
Key design principles
Silent routing — Prompt Master never shows you framework names or internal routing decisions. You describe what you want; it picks the right architecture without narrating its own process. Token efficiency audit — every generated prompt is stripped of non-load-bearing words before delivery. No padding, no vague adjectives, no redundant constraints. Max 3 clarifying questions — if critical information is missing, Prompt Master asks targeted questions, never more than three. You get a prompt quickly, not an interrogation. Safe techniques only — Prompt Master avoids techniques known to cause hallucinations or unpredictable output (Tree of Thought, Graph of Thought, Universal Self-Consistency, prompt chaining). Only role assignment, few-shot examples, XML structure, grounding anchors, and chain of thought are used — and only when genuinely needed.Activation
Prompt Master activates only when you explicitly ask it to write, fix, improve, or adapt a prompt for a specific AI tool. It does not interfere with regular Claude conversations, coding tasks, or document writing.Supported tools
Prompt Master ships with profiles for 30+ tools across six categories:| Category | Tools |
|---|---|
| Reasoning LLMs | Claude 4.x, ChatGPT/GPT-5.x, Gemini 2.x/3, o3/o4-mini, DeepSeek-R1, MiniMax, Qwen 2.5/3 |
| Local / open-weight LLMs | Ollama, Llama, Mistral |
| Coding agents | Claude Code, Cursor, Windsurf, Cline, GitHub Copilot, Antigravity |
| Full-stack generators | Bolt, v0, Lovable, Figma Make, Google Stitch, Devin, SWE-agent |
| Image AI | Midjourney, DALL-E 3, Stable Diffusion, SeeDream, ComfyUI |
| Video / voice / 3D / workflow | Sora, Runway, Kling, ElevenLabs, Zapier, Make, n8n, Meshy, Tripo, Rodin |