massimodeluisa/recursive-decomposition-skill

The Recursive Decomposition Skill equips Claude Code with structured methods to manage inputs that would normally exceed practical context sizes. Rather than loading entire repositories or document sets at once, it teaches the model to narrow scope first, partition work strategically, and delegate segments to focused sub-processes before synthesizing results.

Core mechanics include upfront filtering to shrink search space, deliberate chunking of material, spawning independent analysis threads, targeted re-verification on smaller windows, and programmatic aggregation of outputs. This mirrors map-reduce patterns while staying inside Claude Code's plugin system.

It targets developers and analysts who regularly work with dozens or hundreds of files, multi-document QA, or codebase-wide searches where standard context windows cause degraded accuracy or incomplete coverage.