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Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.
memory memory-management knowledge-base vector-database agentic-rag self-evolving agent-memory context-database agent-context agent-plugins dsh-plugin
Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
paper-generation scientific-discovery autonomous-research llm-agents multi-agent-debate citation-verification self-evolving openclaw metaclaw
Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
python lightweight automation gemini desktop-automation task-automation browser-automation skill-tree claude computer-control autonomous-agent ai-agent llm-agent memory-system self-evolving
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
agent ai skills memory mcp memory-management hermes ai-agents claude long-term-memory rag llm chatgpt agentic-ai self-evolving token-savings openclaw deepseek-harness dsh-plugin
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
nodejs cli skills mcp gep a2a agent-framework autonomous-agent ai-agent prompt-engineering llm-agent agent-protocol memory-system self-evolving self-evolution auditable-ai prompt-governance skill-library agent-evolution evomap
The Harness of Harnesses • Super Agent: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain collaboration.
ai multi-agent openai hermes codex multi-agent-systems rsi ai-agents claude evermind super-agent self-improving llm chatgpt anthropic recursive-self-improvement openhuman self-evolving openclaw hermes-agent
Agent Skills as a Memory Layer
agent memory openai data-platform self-learning ai-agent llm llmops anthropic llm-observability self-evolving agent-development-kit agent-observability context-engineering context-data-platform
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
agent natural-language-processing tools ai tool memory multi-agent-systems ai-agents rag llms self-evolving
🐧 Unified and Stable RSI Platform
agent ai desktop build-tool harness rsi llm deepseek agentic-ai self-evolving claude-code deepseek-harness
Let Skills Evolve Collectively with Agentic Evolver
agent skills hermes collective-intelligence continual-learning ai-agent skill-learning llm llms agentic-ai self-evolving openclaw skill-evolution
📖 A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
QuantaAlpha transforms how you discover quantitative alpha factors by combining LLM intelligence with evolutionary strategies. Just describe your research direction, and watch as factors are automatically mined, evolved, and validated through self-evolving trajectories.
Agent memory: long-term memory & agent memory handoff. Claude Code & Codex.
agent runtime context handoff codex long-term-memory context-engine ai-memory self-evolving agent-memory claude-code claude-code-memory agent-context codex-memory dsh-plugin
AgentEvolver: Towards Efficient Self-Evolving Agent System
Self-evolving second brain with 35 AI skills, 10 agents, and people CRM. Closed-loop harness: a V-model verification lifecycle where the worker never grades its own homework. Plus paired anti-slop design skills for marketing and product UI. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.
productivity cursor obsidian knowledge-management worker-agents ai-agents closed-loop second-brain agentic self-evolving agent-skills claude-code agent-plugins agent-loop garry-tan gstack gbrain people-crm loop-engineering verification-harness
EvoOntology: A Self-Evolving Ontology Layer for Data Agents ⚙️ EvoOntology插件为Claude Code/Codex 建立&进化本体层
plugin agent data-science ontology data-analysis harness codex llm llm-agents agentic-ai self-evolving claude-code
🐙 Give your AI a life — open-source agent infrastructure for team collaboration.
Open-source autoresearch powered by autonomous coding agents. Run Claude Code, OpenCode, and Codex with grading, shared knowledge, and multi-agent evolution. Accepted at COLM 2026.
open-source opencode multi-agent code-generation evolutionary-algorithm codex autonomous-agents ai-agents agent-framework scientific-discovery large-language-models llm-agents agentic-ai self-evolving agent-orchestration claude-code coding-agent alpha-evolve self-evolving-agents autoresearch
Verifiable program-level self-evolution for AI-for-Science agents: Skills and typed Operators grow from replay-verified executions.
science bioinformatics research ai mcp pubmed meta-analysis scientific-research literature-review ai-agent research-tools llm self-evolving openclaw
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
awesome ai agi artificial-intelligence awesome-list ai-safety rsi awesome-lists ai-agents ai-model self-improving recursive-self-improvement self-evolving self-improving-ai self-evolution automated-ai self-improving-systems self-evolving-agents self-improving-agents
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