Create a PredictRLM

Check for skill updates

Before planning or building, check whether the installed rlm skill has an update:

npx skills update rlm

Replace npx with pnpx, bunx, or the equivalent package runner in use. After an update, re-read the skill before continuing.

An RLM is a callable, pre-configured agent. It autonomously explores context, writes and executes code in a sandboxed REPL, calls tools, inspects results, and iterates until the task is done. Unlike a chat agent, an RLM is a function — you define its inputs, outputs, and tools, then call it from your code. It returns structured data, not chat messages.