Verified project record

nidhinjs/prompt-master

A Claude browser skill that applies a structured pipeline to turn natural-language requests or rough prompts into single-copyable-block prompts for 20+ AI tools. It accepts text input and returns a prompt with a strategy note and memory block, excluding hallucination-prone reasoning techniques.

Project overview

Deployment: Refer to project documentation
License: MIT

Best for

General users seeking to refine natural language requests or existing bad prompts into structured text blocks for browser-based AI interactions.

Key capabilities

Executes a pipeline that detects the target tool, extracts intent, asks clarifying questions, applies frameworks, runs a token efficiency audit, and delivers the final prompt in one clean copyable block.
Maintains specific profiles for 20+ tools and uses a Universal Fingerprint of 4 questions to write prompts for unrecognized AI systems.
Identifies 35 prompt patterns that waste credits, including 7 specific task patterns documented with before and after examples.
Extracts prior decisions and prepends a Memory Block to prevent the target AI from contradicting earlier work.

Limitations and risks

The skill is not configured to run locally or as a self-hosted service; it operates within the Claude.ai browser interface.
Explicitly excludes hallucination-prone techniques like Tree of Thought and Graph of Thought, which may limit users seeking to apply those specific frameworks.
GPU, telemetry, data boundary, and cost dependency requirements are not documented.

Getting started

Download the repository as a ZIP file and upload it via the Claude.ai sidebar under Customize, then Skills. No coding is required.

Evidence and sources

GitHub project description: A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention
README: A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention.
README: 1. Download this repo as a ZIP 2. Go to **claude.ai → Sidebar → Customize → Skills → Upload a Skill**
README: ```bash mkdir -p ~/.claude/skills git clone https://github.com/nidhinjs/prompt-master.git ~/.claude/skills/prompt-master ```
README: 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…

Reviewed at: 2026-07-18T02:47:04Z