prime-agent
A self-improving RLM agent for encoding workflows and long-running autonomous tasks.
- Region
- Overseas
- Pricing
- Free
- Open source
- Yes
- GitHub Stars
- ★ 3.9k
- Views
- 3
- Source
- GitHub
- Added
- 2026-08-07
- Last verified
- 2026-08-07
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
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
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.
Similar agents
Cursor
FeaturedAI-powered code editor with Agent mode
Dify
FeaturedOpen-source LLMOps + Agent orchestration platform
扣子 Coze
FeaturedByteDance's no-code Agent/Bot building platform
Trae
FeaturedAI IDE (with Agent) from ByteDance
LangChain
FeaturedThe most mainstream LLM/Agent orchestration framework
Devin
FeaturedAutonomous software engineer Agent by Cognition
Something wrong? Let us know on the About page and we'll fix it.