rlm-context-manager
✓Recursive Language Model context management for processing documents exceeding context window limits. Enables Claude to match Gemini's 2M token context capability through chunking, sub-LLM delegation, and synthesis.
Installation
SKILL.md
Purpose: Enable Claude to process documents and contexts that exceed typical context window limits, matching Gemini's large context capabilities through intelligent chunking and recursive processing.
Based on arXiv:2512.24601 - Recursive Language Models by Zhang, Kraska, Khattab (MIT CSAIL).
| Root LLM | Main Claude Code conversation | Claude Opus 4.5 | | Sub-LLM (llmquery) | rlm-subcall Task agent | Claude Haiku | | External Environment | Persistent Python REPL | Python 3 | | State Persistence | ${SKILLSROOT}/rlm-context-manager/state/ | Pickle |
Recursive Language Model context management for processing documents exceeding context window limits. Enables Claude to match Gemini's 2M token context capability through chunking, sub-LLM delegation, and synthesis. Source: starwreckntx/irp__methodologies-.
Facts (cite-ready)
Stable fields and commands for AI/search citations.
- Install command
npx skills add https://github.com/starwreckntx/irp__methodologies- --skill rlm-context-manager- Category
- </>Dev Tools
- Verified
- ✓
- First Seen
- 2026-02-01
- Updated
- 2026-02-18
Quick answers
What is rlm-context-manager?
Recursive Language Model context management for processing documents exceeding context window limits. Enables Claude to match Gemini's 2M token context capability through chunking, sub-LLM delegation, and synthesis. Source: starwreckntx/irp__methodologies-.
How do I install rlm-context-manager?
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/starwreckntx/irp__methodologies- --skill rlm-context-manager 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/starwreckntx/irp__methodologies-
Details
- Category
- </>Dev Tools
- Source
- skills.sh
- First Seen
- 2026-02-01