Analyze, re-engineer, or bootstrap projects to align with AI-first design principles. Use when asked to review, audit, improve, 'ai-firstify', or start a new project. Performs deep analysis across 7 dimensions, actively restructures existing projects, or guides new project setup through discovery questions. Based on the 9 design principles and 7 design patterns from the TechWolf AI-First Bootcamp.
Install
npx skills add techwolf-ai/ai-first-toolkit --skill ai-firstifynpx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a claude-code -gnpx skills add techwolf-ai/ai-first-toolkit --skill ai-firstify -a codex -ggemini skills install https://github.com/techwolf-ai/ai-first-toolkit.git --path plugins/ai-firstify/skills/ai-firstifygh skill install techwolf-ai/ai-first-toolkit ai-firstifygit clone --depth 1 https://github.com/techwolf-ai/ai-first-toolkit /tmp/techwolf-ai__ai-first-toolkit
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/techwolf-ai__ai-first-toolkit/plugins/ai-firstify/skills/ai-firstify ~/.claude/skills/ai-firstify # Claude Code
cp -R /tmp/techwolf-ai__ai-first-toolkit/plugins/ai-firstify/skills/ai-firstify ~/.agents/skills/ai-firstify # Codex, Cursor, Gemini CLI, Copilot, OpenCode