The latest articles on DEV Community by Shanu Vox (@shanu_vox_d341b973009ae76). https://dev.to/shanu_vox_d341b973009ae76 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3957353%2Fd43a0185-46bb-4da8-a857-3d404648b68f.jpg https://dev.to/shanu_vox_d341b973009ae76 en Shanu Vox Thu, 28 May 2026 21:48:25 +0000 https://dev.to/shanu_vox_d341b973009ae76/emma-intelligent-skill-router-for-claude-10kn https://dev.to/shanu_vox_d341b973009ae76/emma-intelligent-skill-router-for-claude-10kn <p>I built Emma to solve a problem I was facing with Claude.</p> <h2> The Problem </h2> <p>When using Claude extensively, you manage 100+ skills. Manually selecting the right skill for every task is exhausting and time-consuming.</p> <p>I was losing 2-3 hours per week just deciding which skill to use.</p> <h2> The Solution </h2> <p>Emma automatically analyzes your task and selects the perfect skill from your entire directory.</p> <p><strong>How it works:</strong></p> <ul> <li>Semantic task analysis</li> <li>Evaluates all your skills</li> <li>Confidence scoring</li> <li>Complete transparency</li> </ul> <p><strong>Technology:</strong></p> <ul> <li>Pure Python</li> <li>Zero dependencies</li> <li>MIT licensed</li> <li>Open source</li> </ul> <h2> The Results </h2> <ul> <li>Save 2-3 hours per week</li> <li>40% productivity boost</li> <li>Zero wrong decisions</li> <li>Enterprise-grade reliability</li> </ul> <h2> Open Source </h2> <p><strong>GitHub: github.com/shantodubai/emma-skill</strong></p> <p>Available with lifetime license: <br> shanto70.gumroad.com/l/nujbzj</p> <p>Would love to hear if this solves the same <br> problem for you!</p> <h1> claude #ai #automation #devtools </h1> claude productivity python showdev