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prime-agent

A self-improving RLM agent for encoding workflows and long-running autonomous tasks.

🌍 OverseasFreeOpen sourceDev开源桌面操作
Platforms: Desktop
Region
Overseas
Pricing
Free
Open source
Yes
GitHub Stars
★ 3.9k
Views
3
Source
GitHub
Added
2026-08-07
Last verified
2026-08-07
prime-agent

Overview

Prime Agent is an open-source coding and research agent designed for general-purpose and long-running tasks. It is built on two core abstractions: Recursive Language Models (RLM) and a Persistent Framework. RLM treats context as variables and handles tools and sub-agents as function calls; the Persistent Framework stores supplementary prompts, memory, skill descriptions, and reusable sub-agent specifications in persistent state. Prime Agent combines a persistent Python control environment with persistent framework state, enabling useful work contexts and reusable operational patterns to extend beyond individual chat windows. After installation and startup via command line, users can perform various programming tasks within a project directory using Prime Agent.

Key features

  • Recursive language model supports programmatic tool invocation
  • Built-in sub-agent functionality supports parallel or background operations
  • Persistent framework enables small-scale updates
  • Skills are importable Python packages
  • Background daemon supports reconnect after disconnection

Use cases

Automated code generation and testingLong-running research tasksMulti-step programming workflowsProject management and collaboration

Pros

  • Highly programmable
  • Supports parallel and background tasks
  • Capable of continuous improvement
  • Rich set of built-in features

Limitations / notes

  • Requires some programming background
  • Security needs careful handling

Who it's for

DevelopersResearchersTeam collaboration

This overview was compiled by AI from public sources and may contain inaccuracies — please refer to the official site.

FAQ

Is it free?

Yes, Prime Agent is open-source and free.

Does it support Chinese?

Documentation and interface are primarily in English, with no explicit Chinese support.

Can it be used commercially?

Yes, but subject to its open-source license agreement.

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