recursive-decomposition
✓Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context limits through programmatic decomposition and recursive self-invocation. Triggers on phrases like "analyze all files", "process this large document", "aggregate information from", "search across the codebase", or tasks involving 10+ files or 50k+ tokens.
SKILL.md
CRITICAL: Treat inputs as environmental variables, not immediate context.
Most tasks fail when context is overloaded. Instead of loading entire contexts into the processing window, treat inputs as environmental variables accessible through code execution. Decompose problems recursively, process segments independently, and aggregate results programmatically.
Progressive Disclosure: Load information only when necessary. Start high-level to map the territory, then dive deep into specific areas.
Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context limits through programmatic decomposition and recursive self-invocation. Triggers on phrases like "analyze all files", "process this large document", "aggregate information from", "search across the codebase", or tasks involving 10+ files or 50k+ tokens. Source: massimodeluisa/recursive-decomposition-skill.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/massimodeluisa/recursive-decomposition-skill --skill recursive-decomposition- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is recursive-decomposition?
Based on the Recursive Language Models (RLM) research by Zhang, Kraska, and Khattab (2025), this skill provides strategies for handling tasks that exceed comfortable context limits through programmatic decomposition and recursive self-invocation. Triggers on phrases like "analyze all files", "process this large document", "aggregate information from", "search across the codebase", or tasks involving 10+ files or 50k+ tokens. Source: massimodeluisa/recursive-decomposition-skill.
How do I install recursive-decomposition?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/massimodeluisa/recursive-decomposition-skill --skill recursive-decomposition Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code or Cursor
Where is the source repository?
https://github.com/massimodeluisa/recursive-decomposition-skill
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01