I build tools around work I do repeatedly. I define how they should behave, direct coding agents to help implement them, and test the results through use.
Keep the context with the task
A recurring task often needs the same instructions, source material, and checks each time it runs. A skill keeps that guidance together. A plugin can connect it to the tools the task needs.
The useful result is a task that works consistently enough to rely on. The code or configuration is one part of getting there.
Build, use, and revise
Arcadia is where much of this work comes together. I work on what it remembers, when it gets in touch, which tools it can use, and how it recovers when something fails.
OpenClaw provides the underlying runtime. The AI models and computer-use tools come from their respective providers. My contribution is in how the parts work together and how they behave in daily use.