IronClaw is an Agent OS focused on privacy, security and extensibility

A recursive coding agent inpired by RLMs

Production focused Self-harnessed LM runtime (RLM) that allows the LM to call its sub-lm with DSPy signatures. Define your inputs, outputs, and tools — the model handles its own control flow. Get fully interpretable trajectories and performance that scales directly with model improvements. Without context rot.

Recursive Language Models (https://arxiv.org/abs/2512.24601)

Automated generation of comprehensive Agents.md for LLMs, driven by the DSPy Recursive language model implementation.

Skill + MCP server to turn your agent into an RLM. Load context, iterate with search/code/think tools, converge on answers.

Official Implementation of "Reasoning Language Models: A Blueprint"

CLI for Recursive Language Models

Stop forcing LLMs to answer in one pass. Give them a runtime. Recursive Language Model that improves any LLM, while reducing token usage up to 4X.

Open-source AI agent with human traits (ego, emotions, identity) that builds zero-human businesses, grows audiences, ships code, all autonomously.

Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state, guardrails, and adapters for 29 AI frameworks

DSPy's Recursive Language Model (RLM) with Daytona Sandbox for secure cloud-based code execution

Rust CLI implementing the Recursive Language Model (RLM) pattern for Claude Code. Process documents 100x larger than context windows through intelligent chunking, SQLite persistence, and recursive sub-LLM orchestration.

A drop-in code interpreter using the Monty Python emulator for DSPy's RLM module.

Claude Code skill for handling long-context tasks through recursive decomposition

Minimal runtime for Recursive Language Models (RLMs) inspired by the MIT CSAIL paper "Recursive Language Models".

The Research Playground for the RLMSs and Coding Agents

Persistent REPL scratchpad for coding agents — variables survive across turns, only print() enters context. Agent skill for Claude Code, Codex, Gemini CLI, and 14+ coding agents.

A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper

Privacy-first recursive context gateway for AI coding agents