"Building the bridge for the machines. The humans will follow."

I spent 15 years in high-pressure Logistics (VP at Swift/Walmart Grocery) managing $24M P&Ls and 200-person teams. Since 2023, I have spent 20,000+ hours (18 hours a day, 5 hours of sleep) obsessed with the Agentic Web and AI Infrastructure.

I build the "Perception Filters" that allow autonomous agents to see the world at 1/10th the cost and 10x the speed.

AgentSkin is a Model Context Protocol (MCP) server that optimizes raw API data into high-density Markdown "Skins."

• Performance: 72.86% Token Reduction on live Weather.gov tests.
• Innovation: Integrated Reasoning Skins for 34% semantic noise reduction in agent reasoning.
• Tech: MCP, Node.js, Hono, Recursive Shorthand Engine.
• View Repository (Launching Today)

• AI Core: MCP, LLM fine-tuning, RAG, Agentic Frameworks (Claude, Cursor, GPT).
• Edge AI: NVIDIA Jetson (Orin Nano), Ollama, Local LLM deployment.
• Full-Stack: Node.js, TypeScript, Hono, Supabase, Cloudflare, Docker.
• Logistics: AS400, TMS, EDI, P&L management, DOT Compliance.

• 20,000+ Hours of AI CLI & Development time since 2023.
• 58 Private Repositories (The "Underground" Archive).
• 15 Years of VP-level Logistics Leadership.
• 5 Years and 100% Focused.

• X: @Shawn5cents
• Email: shawn@nichols-ai.org
• Web: agentskin.dev

© 2026 NICHOLS TRANSCO LLC // [SYSTEM_SECURE]