Prompt Master is a Claude skill that generates prompts for various AI tools, routing to the right framework and applying token-efficient, structured prompts. It supports many tools, memory, and clarifying questions, with documented usage in Claude/Code workflows.
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What it is
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention. Works with Claude, ChatGPT, Gemini, o1/o3, MiniMax, Cursor, Claude Code, GitHub Copilot, Windsurf, Bolt, v0, Lovable, Devin, Perplexity, Midjourney, DALL-E, Stable Diffusion, ComfyUI, Sora, Runway, ElevenLabs, Zapier, Make, and any AI tool you throw at it.
How it works
Prompt Master runs a structured pipeline on every request:
- Detects the target tool — figures out which AI system the prompt is for and routes silently to the right approach
- Extracts 9 dimensions of intent — task, input, output, constraints, context, audience, memory, success criteria, examples
- Asks targeted clarifying questions — max 3 questions if critical info is missing, never more
- Routes to the right framework — picks and applies the correct prompt architecture automatically, never shown to the user
- Applies safe techniques only — role assignment, few-shot examples, XML structure, grounding anchors, memory block as needed
- Runs a token efficiency audit — strips every word that doesn't change the output
- Delivers the prompt — one clean copyable block with a one-line strategy note
Getting started
Installation routes include Claude.ai browser integration: Download this repo as a ZIP and upload via claude.ai → Sidebar → Customize → Skills → Upload a Skill. Alternatively, clone into Claude Code skills with:
mkdir -p ~/.claude/skills
git clone https://github.com/nidhinjs/prompt-master.git ~/.claude/skills/prompt-master
Recent releases
RELEASES (latest 0):
- none
Traction
Stars: 11015 Forks: 1308 Open issues: 25
Caveats
License: MIT Created: 2026-03-11 Last push: 2026-06-10 Languages: -