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Prompt Master sharpens prompts for AI tools

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Prompt Master sharpens prompts for AI tools
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// 66d agoOPENSOURCE RELEASE

Prompt Master sharpens prompts for AI tools

Prompt Master is a Claude skill that turns vague requests into sharper, more structured prompts for a wide range of AI tools. It aims to preserve useful context, ask only the most necessary clarifying questions, and cut token waste so users get better first-pass outputs instead of looping through re-prompts. The repository describes a pipeline that detects the target tool, extracts key intent dimensions, applies the right prompt framework, and returns a clean copyable prompt.

// ANALYSIS

Strong meta-tool idea, especially for people who spend a lot of time prompting across different models and workflows.

  • It focuses on prompt quality and compression, not just prompt length.
  • The target-tool routing is the most useful part, since different models need different structures.
  • The “max 3 clarifying questions” rule helps preserve momentum while still filling critical gaps.
  • The token-efficiency angle is practical for both cost and speed.
// TAGS
prompt-masterprompt-engineeringclaude-skillai-toolsproductivityopen-sourcedevtool

DISCOVERED

66d ago

2026-03-21

PUBLISHED

66d ago

2026-03-21

RELEVANCE

6/ 10

AUTHOR

Github Awesome