Skip to content
BeClaude

Awesome-Self-Improving-Agents

New
21GitHub TrendingGeneralby FrontisAI

Awesome list and survey website for agents in the era of experience

First seen 6/28/2026

Summary

This skill provides a curated list and survey of self-improving agents, helping developers explore state-of-the-art techniques for building agents that learn and adapt from experience.

  • It is useful for staying updated on research, tools, and frameworks in the rapidly evolving field of autonomous agents.

Install & Usage

1
Create the agents directory
mkdir -p .claude/agents
2
Save the agent file

Add the configuration to .claude/agents/awesome-self-improving-agents.md

3
Invoke with @agent-name
@awesome-self-improving-agents

Use Cases

Discover recent papers and projects on self-improving agents for a literature review.
Find code repositories and implementations of agent architectures that learn from experience.
Compare different approaches to agent self-improvement, such as reinforcement learning or meta-learning.
Identify key challenges and open problems in building autonomous, adaptive agents.
Get inspiration for designing an agent that improves its performance over time without human intervention.
Stay informed about the latest trends and breakthroughs in the agent experience era.

Usage Examples

1

/awesome-self-improving-agents list recent papers on self-improving agents

2

/awesome-self-improving-agents find repositories for meta-learning agents

3

/awesome-self-improving-agents summarize key challenges in agent self-improvement

View source on GitHub
agent

Security Audits

LicenseUnknownSourceWarnRepositoryPass

Frequently Asked Questions

What is Awesome-Self-Improving-Agents?

This skill provides a curated list and survey of self-improving agents, helping developers explore state-of-the-art techniques for building agents that learn and adapt from experience. It is useful for staying updated on research, tools, and frameworks in the rapidly evolving field of autonomous agents.

How to install Awesome-Self-Improving-Agents?

To install Awesome-Self-Improving-Agents: create the agents directory (mkdir -p .claude/agents), then add the config to .claude/agents/awesome-self-improving-agents.md. Finally, @awesome-self-improving-agents in Claude Code.

What is Awesome-Self-Improving-Agents best for?

Awesome-Self-Improving-Agents is a agent categorized under General. It is designed for: agent. Created by FrontisAI.

What can I use Awesome-Self-Improving-Agents for?

Awesome-Self-Improving-Agents is useful for: Discover recent papers and projects on self-improving agents for a literature review.; Find code repositories and implementations of agent architectures that learn from experience.; Compare different approaches to agent self-improvement, such as reinforcement learning or meta-learning.; Identify key challenges and open problems in building autonomous, adaptive agents.; Get inspiration for designing an agent that improves its performance over time without human intervention.; Stay informed about the latest trends and breakthroughs in the agent experience era..