PrimeIntellect-ai/prime-agent

Health v2 · maintenance only

Flags: young

Adoption not part of the score

18642 stars · 2008 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Prime Agent is an open-source coding and research agent built around Recursive Language Models (RLM) and a Continual Harness that stores prompts, memories, and subagent specs as durable state. It runs a persistent Python REPL as the core tool, enabling programmatic tool use, file/shell operations, and recursive subagent spawning for long-running autonomous tasks.

Use cases

• run long-running autonomous coding tasks
• spawn parallel subagents for background work
• build a self-improving agent harness with persistent memory
• automate research and coding workflows from a terminal
• manage context as variables in a persistent REPL
• delegate recursive subagent calls programmatically

When to choose

• you want an open-source autonomous coding agent with durable memory and skills
• you need programmatic subagent orchestration for parallel or background tasks
• you want a REPL-driven agent where everything is code
• you're experimenting with Recursive Language Model architectures

When to avoid

• you need a simple one-shot code completion assistant
• you want a GUI-first agent experience
• you're not comfortable with agents executing shell commands and code autonomously

Facets

application · maturity active

agent-framework llm-inference rag developer-tools cli artificial-intelligence large-language-models developer-tools cli cross-platform coding-agent recursive-language-model self-improving subagents persistent-repl autonomous-agents ai-agents automation nodejs

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