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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
| Date | Stars |
|---|---|
| 2026-07-24 | 10694 |
| 2026-07-25 | 10709 |
| 2026-07-28 | 10709 |
| 2026-07-30 | 10709 |
| 2026-07-31 | 10861 |
| 2026-08-06 | 10861 |
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 <br/> A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention. No re-prompting your way to an answer you should have gotten on attempt one. **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. --- ## 🚀 Installation ### RECOMMENDED - Claude.ai (browser) 1. Download this repo as a ZIP 2. Go to **claude.ai → Sidebar → Customize → Skills → Upload a Skill** ### OR Clone directly into Claude Code skills directory (Not Suggested) ```bash mkdir -p ~/.claude/skills git clone https://github.com/nidhinjs/prompt-master.git ~/.claude/skills/prompt-master ``` ## 🔥 The Problem This Solves Every AI user wastes credits the same way: > Write vague prompt → get wrong output → re-prompt → get closer → re-prompt again → finally get what you wanted on attempt 4 That's 3 wasted API calls. Multiply by 50 prompts a day. That's real money and real time gone. ### The key insight > "The best prompt is not the longest. It's the one where every word is load-bearing." Most "prompt generators" make prompts longer. This skill makes them sharper. --- ## 🎯 Usage In Claude, you can invoke the skill naturally: ``` Write me a prompt for Cursor to refactor my auth module ``` ``` I need a prompt for Claude Code to build a REST API — ask me what you need to know ``` ``` Here's a bad prompt I wrote for GPT-4o, fix it: [paste prompt] ``` ``` Generate a Midjourney prompt for a cyberpunk city at night ``` ``` I have a reference image — help me write a prompt to edit just the head angle ``` ``` Break this prompt down and adapt it for Stable Diffusion ``` Or explicitly invoke it: ``` /prompt-master I want to ask Claude Code to build a todo app with React and Supabase ``` --- ## How It Works Prompt Master runs a structured pipeline on every request: 1. **Detects the target tool** — figures out which AI system the prompt is for and routes silently to the right approach 2. **Extracts 9 dimensions of intent** — task, input, output, constraints, context, audience, memory, success criteria, examples 3. **Asks targeted clarifying questions** — max 3 questions if critical info is missing, never more 4. **Routes to the right framework** — picks and applies the correct prompt architecture automatically, never shown to the user 5. **Applies safe techniques only** — role assignment, few-shot examples, XML structure, grounding anchors, memory block as needed 6. **Runs a token efficiency audit** — strips every word that doesn't change the output 7. **Delivers the prompt** — one clean copyable block with a one-line strategy note --- ## Full Example #1: Generating Prompts for Images ### User Input ``` Write me a midjourney prompt for a realistic samurai standing in the rain at night ``` ### Generated Prompt ``` lone samurai standing in heavy rain at night, traditional armor, neon reflections on wet cobblestone street, cinematic lighting, dramatic shadows, fog, ultra detailed, photorealistic, shallow depth of field --ar 16:9 --v 6 --style raw negative: blurry, low quality, watermark, cartoon, anime, extra limbs ``` **🎯 Target:** Midjourney · **⚡ Framework:** Visual Descriptor · **💰 Tokens:** Light (~60) · **💡 Strategy:** Comma-separated descriptors over prose, lighting and mood anchored early, aspect ratio and version locked, negative prompt prevents style drift. --- ## Full Example #2: Generating Prompts for Coding ### User Input ``` Build a claude code prompt for a landing page for a business dashboard that looks and feels exactly like notion - smooth animations, clean ui ``` ### Generated Prompt ``` Objective: Build a fully detailed, production-quality static landing page for a business dashboard product. Desig
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Octopus · Independent Developer · United States
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:cf66e49a200fc031, topic:llm
matched fp:cf66e49a200fc031, topic:prompt-engineering