RLM (Recursive Language Model) Skill

This skill enables processing of arbitrarily long documents by treating them as an external environment and recursively calling sub-LLMs over chunks of the content.

Overview

The RLM pattern follows the architecture from the paper:

• Root Agent: Main agent orchestrating the task
• Sub-LLM (llm_query): Subordinate agent for chunk-level analysis
• External Environment: Persistent Python REPL with document state

Requirements

• Python 3.8+
• An agentic harness with code execution and subordinate agent capabilities

File Structure