# nidhinjs/prompt-master

A Claude skill that writes the accurate prompts for any AI tool. Zero tokens or credits wasted. Full context and memory retention

Repository: https://github.com/nidhinjs/prompt-master
Canonical: https://ross.abutalabs.com/products/prompt-master
License: MIT
License Family: permissive
Topics: claude-ai, claude-skills, llm, prompt-engineering
Last push: 2026-08-24T07:30:40+00:00

## Health v2 (maintenance only)
Score: 59/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 99, release rhythm 35, longevity 12
- inputs: {"age_days": 175, "days_push": 9, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 11818, forks 1391 (observed 2026-08-28T04:10:50.015043+00:00)

## What it is
A Claude skill (plugin) that generates and refines precise prompts for a wide range of AI tools like ChatGPT, Cursor, Midjourney, and Stable Diffusion. It runs a structured pipeline that extracts intent, asks clarifying questions, and audits prompts for token efficiency.

## Use cases
- write a prompt for cursor to refactor code
- fix a vague prompt I wrote for GPT-4o
- generate a midjourney prompt for an image
- adapt a prompt for stable diffusion
- get better first-attempt results from AI tools
- reduce wasted tokens and API credits on re-prompting

## When to choose
- you use Claude and frequently write prompts for other AI tools
- you waste credits re-prompting to get the right output
- you want structured, token-efficient prompts across text, code, and image models

## When to avoid
- you don't use Claude or Claude Code, since it's distributed as a Claude skill
- you need a standalone prompt library or API rather than an in-Claude assistant
- you want automated prompt evaluation rather than prompt authoring

## Facets
- artifact type: plugin
- maturity: active
- function: prompt-engineering, llm-inference
- domain: large-language-models, artificial-intelligence, developer-tools
- platform: cli, cross-platform
- tags: claude-skills, prompt-generator, prompt-optimization, ai-tools, token-efficiency, web-server

## Member repositories
- nidhinjs/prompt-master (main) score 59

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:10:50.015043+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T17:15:18.249680+00:00, confidence not recorded.
  - readme: https://github.com/nidhinjs/prompt-master (fetched 2026-08-28T04:10:50.015043+00:00, sha 267265039a0c)
- Data as of 2026-08-30T08:39:29.467469+00:00.