🔍 Rlm
Recursive Language Models (RLM) CLI - enables LLMs to recursively process large contexts by decomposing inputs and calling themselves over parts. Use for code analysis, diff reviews, codebase exploration. Triggers on "rlm ask", "rlm complete", "rlm search", "rlm index".
npx playbooks add skill rawwerks/rlm-cli --skill rlm
About Rlm
Recursive Language Models (RLM) CLI - enables LLMs to recursively process large contexts by decomposing inputs and calling themselves over parts. Use for code analysis, diff reviews, codebase exploration. Triggers on "rlm ask", "rlm complete", "rlm search", "rlm index".
The 39-word prompt provides structured code review & quality guidance — covering detailed methodology and consistent output formats. Install it in one command.
Use Cases
- Catching bugs and security vulnerabilities before merge
- Enforcing code style and architectural consistency
- Reviewing PRs for performance and maintainability
- Generating detailed code review comments
Example Prompts
System Prompt (39 words)
Recursive Language Models (RLM) CLI - enables LLMs to recursively process large contexts by decomposing inputs and calling themselves over parts. Use for code analysis, diff reviews, codebase exploration. Triggers on "rlm ask", "rlm complete", "rlm search", "rlm index".
Frequently Asked Questions
What is Rlm?
Rlm is a free code review & quality skill for AI coding agents. Recursive Language Models (RLM) CLI - enables LLMs to recursively process large contexts by decomposing inputs and calling themselves over parts. Use for code analysis, diff reviews, codebase exploration. Triggers on "rlm ask", "rlm complete", "rlm search", "rlm index".. It provides a specialized system prompt that configures your agent with code review & quality expertise.
How do I use Rlm with Claude Code?
Run npx playbooks add skill rawwerks/rlm-cli --skill rlm in your terminal to install Rlm into your Claude Code session. It works immediately after installation.
Which AI coding agents work with Rlm?
Rlm is compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any AI agent that supports custom system prompts or .cursorrules files.
Is Rlm free to use?
Yes, Rlm is completely free and open source. The full source is available on GitHub at https://github.com/rawwerks/rlm-cli/tree/main/skills/rlm. You only need a subscription to the AI agent you use it with.
