recursive-decomposition

Handle tasks that exceed the context window by decomposing them: size and filter the input, chunk it, run recursive sub-agents on independent parts, verify on small windows, and synthesise programmatically, following the Recursive Language Models (RLM) research by Zhang, Kraska and Khattab (2025). Use when a task spans 10+ files or 50k+ tokens, or when asked to analyze all files, process a large document, aggregate…