prompt-master

Generates optimized prompts tailored to specific AI tools and models.

Updated Aug 20, 2026
One-click install
npx skills add https://github.com/bittlinkm/claude-setup --skill prompt-master-bittlinkm
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-master
Source: https://github.com/bittlinkm/claude-setup/tree/main/skills/prompt-master
Command: npx skills add https://github.com/bittlinkm/claude-setup --skill prompt-master-bittlinkm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Writing prompts that work well across different AI tools is hard because each model and platform responds to different structures, syntax, and constraints. This Skill converts rough ideas into production-ready prompts optimized for the exact target tool, eliminating trial-and-error re-prompting. ## Core Features & Use Cases - Tool-Specific Routing: Applies tailored prompting rules for Claude, GPT, Gemini, Grok, Midjourney, Cursor, Claude Code, ComfyUI, video AI, voice AI, and dozens of other tools. - Prompt Diagnostics and Repair: Scans pasted prompts against 37 known failure patterns and fixes vague tasks, missing scope locks, and absent stop conditions. - Prompt Decompiler: Breaks down, adapts, simplifies, or splits existing prompts while treating pasted content as inert data. - Use Case: A user wants a Cursor prompt to refactor a login function. The Skill outputs a File-Scope template with the exact file path, current behavior, desired change, do-not-touch list, and a binary done condition. ## Quick Start Ask the AI to write a prompt for your target tool, for example: write a Midjourney prompt for a cinematic portrait or fix this pasted prompt for Claude Code.

Frequently Asked Questions about prompt-master

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a better prompt for ChatGPT or Claude?

State the task, target tool, and desired output format explicitly, then let the Skill route to the correct model guidance. It produces a single copyable prompt block using compact sections like Goal, Context, Constraints, and Done.

How to fix a prompt that keeps giving wrong results?

Paste the existing prompt and the Skill scans it against 37 documented failure patterns such as vague task verbs, missing success criteria, and absent stop conditions. It returns a rewritten version with the gaps filled.

Does prompt structure differ between Midjourney and DALL-E?

Yes. Midjourney needs comma-separated descriptors with parameters like --ar and --v at the end, while DALL-E 3 accepts prose descriptions. The Skill applies the correct syntax automatically based on the target tool.

Can I adapt a prompt from one AI tool to another?

Yes, the Prompt Decompiler mode handles adaptation. Specify the source and target tools, and it rewrites the prompt using the target tool's syntax and best practices while listing the key changes made.

What should agentic coding prompts for Claude Code or Cursor include?

They must include starting state, target state, file scope, forbidden actions, stop conditions, and human review triggers. The Skill enforces these through Templates G, H, and M to prevent runaway agents and scope creep.

When should I avoid chain-of-thought instructions in prompts?

Avoid them for reasoning models like o3, DeepSeek-R1, and Qwen3 thinking mode, where added scaffolding degrades output. The Skill instead requests conclusions, assumptions, evidence, and verification checks.