Compound
Compound is my personal AI operating system: a growing roster of specialized agents, shared skills, and persistent memory that lets one person operate with a team’s worth of leverage. The point is not just parallel output. It is compound improvement. Each refinement to an agent, skill, workflow, or memory layer makes the whole system more capable over time.
How it works
Agents are defined in markdown: role, personality, expertise, and constraints. They share a growing library of reusable skills and a memory layer that preserves how I want work done across projects and over time. When I give the system a goal, the runtime coordinates the right specialists, manages execution, and turns the result into usable output.
What matters is not just that the agents can work in parallel. It is that the system compounds. A better agent definition improves future work. A sharper skill lifts every agent that uses it. A stronger workflow reduces coordination overhead. A richer memory layer makes the next session more precise. What looks like a collection of agents from the outside is really a system designed to get better at getting better.
Three layers support that:
- The Roster — the full collection of agents and their composable skills
- The Blueprint — the personal memory and reference layer that makes the system specific to me
- The Console — the runtime that coordinates execution, streaming, and delivery
The roster
- Build — AI Engineer, Frontend Designer/Developer, Data Engineer, DevOps Engineer
- Review & Document — Spec Generator, Code Reviewer, Documentation Engineer, User Tester
- Research & Analyze — Research Analyst, Data Scientist, Competitive Intelligence
- Strategize — Business Strategist, Project Manager, Marketing Strategist
- Write & Reach — Personal Writer, Outreach Strategist, Career Strategist
- Advise — Legal Assistant, Financial Strategist, Stock Analyst
The agents share a growing library of reusable skills covering everything from RAG system design to contract review to dbt development. The result is not a generic assistant pretending to do everything. It is a designed operating system for knowledge work, built to extend judgment and compound capability over time.