RLM (Recursive Language Model) Skill

What problem does it solve?

This Skill enables the processing of documents that exceed standard language model context windows by employing a recursive, environment-based approach, allowing for analysis of arbitrarily large text inputs.

Core Features & Use Cases

• Handles Large Contexts: Processes inputs far exceeding typical token limits.
• Efficient Search & Chunking: Utilizes BM25 search and flexible chunking strategies for targeted analysis.
• Session-based Management: Manages documents, artifacts, and analysis within a session.
• Use Case: Analyze an entire codebase, a large corpus of research papers, or extensive log files that would otherwise be impossible to process due to size constraints.

Quick Start

Use the RLM skill to load all Python files in the 'src' directory and then search for all function definitions.