
SkillForge is a full-stack AI skill authoring pipeline for the OpenClaw ecosystem. It solves a key pain point: writing secure, well-structured SKILL.md files by hand is tedious and error-prone. With SkillForge, users simply describe what they want their AI agent to do in natural language, and the system handles the rest. The backend (FastAPI + Claude API) streams a complete SKILL.md in real-time via Server-Sent Events, then runs automated format validation against the OpenClaw spec, and finally performs a multi-dimensional security scan that produces a 0-100 risk score with detailed issue breakdowns by severity. The frontend (React + Vite + Tailwind) provides a polished forge-themed interface with live streaming preview, one-click copy/download, install command generation, and a localStorage-backed history sidebar so users can browse and restore their recent generations across sessions. Key features: - Real-time SSE streaming of SKILL.md generation - Automated frontmatter and format validation with retry logic - Security scanner with score, risk level, and per-issue severity breakdown - Template quick-start system for common skill patterns - History persistence with localStorage (last 20 generations) - Fully responsive dark UI with the forge design system Tech stack: Python/FastAPI backend, React/TypeScript/Vite frontend, Claude API for generation, Tailwind CSS for styling. Deployed on Vercel.
28 Feb 2026