Progressive context
Load specialist knowledge only when the current task needs it.
An open-source system that brings 26 design specialists, 62+ commands, and 15,000+ lines of expert knowledge into AI coding tools.
01 / Idea
Naksha began as an attempt to encode the parts of design practice that generic coding agents routinely miss: hierarchy, interaction states, accessibility, brand consistency, motion, and the reasoning that connects them.
02 / Architecture
A design manager routes work to the relevant roles and loads only the knowledge required by the task. The same underlying design practice is packaged for different tools instead of forcing every environment into one installation model.
Load specialist knowledge only when the current task needs it.
Respect the conventions of Claude Code, Cursor, Windsurf, Gemini CLI, and Copilot.
Build accessibility and design review into workflows rather than leaving them as advice.
03 / Adoption
The strongest validation came from unpaid organic adoption across the AI developer-tools ecosystem. The project has continued to evolve through hundreds of commits, new tool support, and increasingly structured evaluation.
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