self-evolving rising this week
Tools tagged “self-evolving” gaining momentum, ranked by rate of change.
- 73· newRavenThe memory-first self-improving agent harness built on EverOS.ai-agentsai-dev-tools+1460.1
- 524· newGenericAgentSelf-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumptionai-agentsai-agent+1453.4
- 597· newMemOSSelf-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savingsai-agentsmcp-servers+2052.4
- 631· newevolverThe GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.aiai-agentsai-dev-tools+2151.9
- 1073· newSkillClawLet Skills Evolve Collectively with Agentic Evolver ai-agentsagent+1245.5
- 1249· newCOG-second-brainSelf-evolving second brain with 17 AI skills, 6 worker agents, and people CRM — inspired by Garry Tan's gstack and gbrain. Works with Claude Code, Cursor, Kiro, Gemini CLI, Codex.ai-agentsai-dev-tools+1642.7
- 1266· newAcontextAgent Skills as a Memory Layerai-agentsai-dev-tools+1542.7
- 1670· newawesome-agent-evolutionOpen survey and evidence map for AI agent evolution, self-evolving agents, memory, skills, harnesses, benchmarks, and agent-swarm systems.ai-agentsai-dev-tools+1920.4
- 1765· newOneResearchClawAny research. One Claw. 🦞 From any materials to research with fully autonomous & skill-driven researcher.ai-agentsagentic-systems+920.0
- 1847· newCORALCORAL is a robust, lightweight infrastructure for multi-agent autonomous self-evolution, built for autoresearch. Works with Claude Code, Codex, Cursor, OpenCode, Kiro, and more.ai-agentsai-dev-tools+1719.9
- 1858· newawesome-agent-evolutionA curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.aiai-agentsai-dev-tools+2119.9
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