I built Emma to solve a problem I was facing with Claude.
The Problem
When using Claude extensively, you manage 100+ skills. Manually selecting the right skill for every task is exhausting and time-consuming.
I was losing 2-3 hours per week just deciding which skill to use.
The Solution
Emma automatically analyzes your task and selects the perfect skill from your entire directory.
How it works:
- Semantic task analysis
- Evaluates all your skills
- Confidence scoring
- Complete transparency
Technology:
- Pure Python
- Zero dependencies
- MIT licensed
- Open source
The Results
- Save 2-3 hours per week
- 40% productivity boost
- Zero wrong decisions
- Enterprise-grade reliability
Open Source
GitHub: github.com/shantodubai/emma-skill
Available with lifetime license:
shanto70.gumroad.com/l/nujbzj
Would love to hear if this solves the same
problem for you!
Top comments (0)