OPEN_SOURCE ↗
YT · YOUTUBE// 21d 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
21d ago
2026-03-21
PUBLISHED
21d ago
2026-03-21
RELEVANCE
6/ 10
AUTHOR
Github Awesome