PrimeIntellect-ai/prime-agent

原文摘要

A self-improving RLM agent for coding workflows and long-running autonomous tasks. Prime Agent: A Self-Improving RLM Agent Documentation • Verifiers • PRIME-RL • pi-mono Prime Agent is an open-source coding and research agent for general and long-running work. It is designed around two core abstractions: The Recursive Language Model (RLM) treats context as variables ( prompt-as-a-variable ) and tools like recursive subagents as function calls ( programmatic tool /sub-agent calling ) inside a persistent REPL. The Continual Harness stores supplemental prompts, memories, skill descriptions, and reusable subagent specifications as durable state that Prime Agent can refine through small, evidence-backed updates, local to the session by default. Prime Agent combines a persistent Python control environment with durable harness state, so useful working context and reusable operating patterns can outlive a single chat window. Everything is programmatic: persistent IPython is the built-in model tool; file operations, shell commands, tool use, subagents, and context management happen through code. Subagents are built in: rlm(...) spawns real child agents for parallel or background work and re…