rlm
01Plugin Claude Code
Recursive LLM agent — processes large contexts through iterative Python code generation, chunking, and sub-queries via claude -p.
Plugin Claude Code
Recursive LLM agent — processes large contexts through iterative Python code generation, chunking, and sub-queries via claude -p.
Agent
Process large contexts that exceed the context window by writing Python scripts that chunk, sub-query, and synthesize results iteratively. Use this agent when asked to analyze, summarize, or transform large files or datasets.
Command
Process large contexts using the RLM (Recursive LLM) agent — chunking, sub-querying, and synthesizing results iteratively.
Plugin Claude Code
Autonomous research team that finds, implements, verifies, and documents improvements in one cycle per run.
Agent
Use this agent to verify that an implemented code improvement actually works. It designs and runs ablation studies, benchmarks, and empirical tests to produce quantitative evidence of improvement or regression. It does NOT modify the implementation — it only observes and measures. Context: The implementer has made…
Agent
Use this agent to implement a specific, well-defined code improvement. It reads an improvement specification from a scout report, creates an implementation plan, makes minimal targeted code changes, runs tests, and captures the diff. Context: The research coordinator has a scout report with a top-ranked improvement.…
Agent
Use this agent when searching for state-of-the-art techniques, relevant research, and evidence-backed improvements applicable to a codebase. This agent specializes in scientific literature review, adjacent-field cross-pollination, and grounding improvement suggestions in published evidence. Context: The research…
Agent
Use this agent to review a completed research cycle, make an evidence-based accept/reject decision, update documentation, maintain the improvement backlog, and suggest the direction for future cycles. Context: All phases of a research cycle are complete and need final review. user: "Review cycle 3: scout report…
Command
Resume a failed or interrupted research cycle.
Command
Run one autonomous research-implement-verify-review cycle.
Command
Show current research team state, progress, and backlog.