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Projects in Awesome Lists tagged with self-evolving

A curated list of projects in awesome lists tagged with self-evolving .

https://github.com/lsdefine/GenericAgent

Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

ai-agent automation autonomous-agent browser-automation claude computer-control desktop-automation gemini lightweight llm-agent memory-system python self-evolving skill-tree task-automation

Last synced: 29 Apr 2026

https://github.com/EvoMap/evolver

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

a2a agent-evolution agent-framework agent-protocol ai-agent auditable-ai autonomous-agent cli evomap gep llm-agent mcp memory-system nodejs prompt-engineering prompt-governance self-evolution self-evolving skill-library skills

Last synced: 29 Apr 2026

https://github.com/evoagentx/evoagentx

๐Ÿš€ EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents

agent ai ai-agents llms memory multi-agent-systems natural-language-processing rag self-evolving tool tools

Last synced: 27 Jun 2026

https://github.com/beita6969/scienceclaw

๐Ÿ”ฌ๐Ÿฆž A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.

ai ai-agent bioinformatics literature-review llm mcp meta-analysis openclaw pubmed research research-tools science scientific-research self-evolving zero-hallucination

Last synced: 26 Jul 2026

https://github.com/A-EVO-Lab/a-evolve

The official repository of "Position: Agentic Evolution is the Path to Evolving LLMs".

agents continual-learning llm-agents recursive-self-improvement self-evolving self-improving self-improving-ai

Last synced: 12 Jul 2026

https://github.com/huytieu/COG-second-brain

Self-evolving second brain with 17 AI skills, 6 worker agents, and people CRM โ€” inspired by Garry Tan's gstack and gbrain. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.

agentic ai-agents claude-code cursor garry-tan gbrain gstack knowledge-management obsidian people-crm productivity second-brain self-evolving specialist-sessions worker-agents

Last synced: 28 Jun 2026

https://github.com/zylos-ai/zylos-core

Give your AI a life โ€” open-source infrastructure for persistent, self-maintaining AI companions. Powered by Claude Code.

ai ai-worker claude-code own-your-data personal-ai-assistant self-evolving

Last synced: 01 Apr 2026

https://github.com/7xuanlu/wenlan

Wenlan (ๆ–‡็€พ) is a personal knowledge base for the AI-native age. Your AI agents capture what they learn, Wenlan keeps it current and distills it into source-cited wiki pages you can trust

ai-memory claude claude-code claude-code-plugin codex git knowledge-base knowledge-graph llm-wiki local-first mcp mcp-server rust second-brain self-evolving

Last synced: 01 Jul 2026

https://github.com/modelscope/AgentEvolver

AgentEvolver: Towards Efficient Self-Evolving Agent System

agent llm reinforcement-learning self-evolving

Last synced: 28 Nov 2025

https://github.com/evermind-ai/raven

A memory-first agent that gets smarter with every interaction.

ai ai-agents anthropic chatgpt claude codex evermind hermes hermes-agent llm openai openclaw openhuman self-evolving self-improving

Last synced: 07 Jul 2026

https://github.com/lihongwei-cn/lihongwei-cn

MUNDO - THE EMPEROR. Complete AI orchestration system with 1208 skills, 25 capability modules, self-evolving, collective consciousness. GitHub Actions 24/7 automation.

agentic-ai ai-agent ai-learning ai-tools autonomous-agent claude-code claude-skills hermes-agent llm prompt-engineering self-evolving skill-system

Last synced: 06 Jun 2026

https://github.com/coe0718/axonix

A self-evolving AI agent that gets more useful every day

agentic-ai ai-agent autonomous-agent claude docker home-lab llm rust self-evolving self-hosted

Last synced: 31 May 2026

https://github.com/rudra496/nexus-agent

โšก Nexus Agent โ€” Zero-config, self-evolving local AI agent framework. Multi-agent orchestration, GraphRAG, IDE integration. Runs 100% local with Ollama.

ai ai-agent automation autonomous-agent benchmark cli cloud-sync code-agent docker graphrag hacktoberfest ide-integration llm local-ai marketplace multi-agent ollama open-source python self-evolving

Last synced: 09 Jun 2026

https://github.com/scaling-group/eve

EvE is an open-source framework for co-evolving ensembles of coding agents. Wrap any coding agent โ€” Codex, Claude Code โ€” into an evolutionary loop that co-evolves solvers and agent guidance.

agent-framework alpha-evolve autoresearch claude-code codex coding-agent evolutionary-optimization llm-agents multi-agent self-evolving

Last synced: 18 May 2026

https://github.com/deepleaper/leaper-agent

Self-learning AI agent framework with 6-layer memory evolution engine. Build intelligent agents for any business scenario.

ai-agent ai-employee cxo memory python self-evolving telegram

Last synced: 11 Jul 2026

https://github.com/verkyyi/tokenman

A self-evolving scaffold for autonomous web projects. 9 workflows, hourly self-evolution, self-healing pipeline, feedback learning loop. The repo is the system.

agent-harness ai-agent astro autonomous claude claude-code github-actions harness-engineering self-evolving self-healing

Last synced: 07 Apr 2026

https://github.com/durellwilson/swift-autonomous-agent

๐Ÿค– Self-upgrading ecosystem orchestrator that automatically improves Swift projects

agent automation autonomous detroit self-evolving swift

Last synced: 22 Jun 2026

https://github.com/leoyeai/skill-evolution-spec

Spec for a self-evolving agent skill system: persistent skills, usage telemetry, Curator lifecycle governance, token-efficient loading. Validated on OpenClaw / MyClaw.ai.

agent ai-agent llm myclaw openclaw prompt-engineering self-evolving skill-management specification

Last synced: 10 Jul 2026

https://github.com/Lethe044/hermes-life-os

Personal OS agent that learns who you are, detects life patterns, and grows smarter about you every day. Memory + Cron + Atropos RL

atropos autonomous-agent autonomous-agents hermes-agent life-assistant memory nous-research personal-os self-evolving

Last synced: 05 May 2026

https://github.com/tfpickard/grueblergeist

Grรผblergeist: A self-evolving AI assistant that rewrites itself, adapts to you, and occasionally answers in a voice from a life you haven't lived yet.

chatbot flask gpt latent-iterations llm llm-training machine-learning natural-language-processing openai postgresql recursive-philosophy self-evolving self-improving

Last synced: 13 Apr 2026

https://github.com/angelnicolasc/forge

Universal Agent Harness โ€” wrap any LangGraph / CrewAI / AutoGen flow. Real-time cost tracking, cross-run memory, OpenTelemetry tracing, and an opt-in self-evolution loop.

agent-harness agents autogen crewai finops harness langgraph llm llm-agent multi-agent opentelemetry orchestration python self-evolving

Last synced: 27 Jun 2026

https://github.com/leoyeai/autonomous-loop-manager

Cross-session goal pursuit for OpenClaw agents. Goal memory, failure memory, strategy evolution. Zero dependencies, atomic writes, on-demand loading.

agent ai-agent clawhub goal-tracking memory myclaw nodejs openclaw self-evolving

Last synced: 10 Jul 2026