A framework for collapsing specialized product roles into AI-augmented "Full Stack Builders" to increase velocity and adaptability. Use this when redesigning product team structures, integrating AI agents into the development lifecycle, or shifting from functional silos to high-speed, outcome-oriented pods.
Quickly install full-stack-builder-model AI skill to your development environment via command line
Source: samarv/shanon.
The Full Stack Builder (FSB) model is a transition from organizational complexity and micro-specialization to a streamlined, AI-augmented craftsmanship approach. It empowers individual builders to take an idea from insight to launch by automating execution tasks and focusing human effort on high-leverage judgment.
Core Human Skills In the FSB model, human builders focus exclusively on five traits that AI cannot yet replicate effectively. Automate or delegate everything else.
Platform Optimization Rearchitect the technical and design environment so AI can reason over it.
A framework for collapsing specialized product roles into AI-augmented "Full Stack Builders" to increase velocity and adaptability. Use this when redesigning product team structures, integrating AI agents into the development lifecycle, or shifting from functional silos to high-speed, outcome-oriented pods. Source: samarv/shanon.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/samarv/shanon --skill full-stack-builder-modelA framework for collapsing specialized product roles into AI-augmented "Full Stack Builders" to increase velocity and adaptability. Use this when redesigning product team structures, integrating AI agents into the development lifecycle, or shifting from functional silos to high-speed, outcome-oriented pods. Source: samarv/shanon.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/samarv/shanon --skill full-stack-builder-model Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/samarv/shanon