Personal-Model First Self Evolving AI Agent 🐘
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Updated
Jun 1, 2026 - Python
Personal-Model First Self Evolving AI Agent 🐘
Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
No-No Debug — Self-evolution system for AI coding assistants. 10 minutes writing code, 2 hours debugging? This skill makes your AI remember all its bugs.
Official implementation of Controlled Self-Evolution for Algorithmic Code Optimization
Self improving agents through iterations
Use spare Codex 5.3 Spark capacity to turn sessions into memory, recall, and reusable skills.
🔐 Replayable RAG — a local-first, auditable knowledge-reasoning platform. Graph-RAG + append-only audit log + deterministic contradiction arbitration + human-gated self-evolution. Replay any past knowledge state byte-for-byte. 100% local (Ollama). MIT.
Self-evolve your LLM's capabilities with just a task and a success criterion.
MaskClaw项目构建了一套基于端侧多模态大模型的自进化隐私防护架构,通过视觉脱敏与Agentic 规则演进,实现了 Agent 行为偏好与隐私防护策略的动态协同生长,确保了高危隐私数据在云端交互中的物理级安全与个体化适配。
A desktop agent based on a three-tier collaborative architecture: Planner, Executor, and Critic.
Cognitive memory that thinks — 7 laws, 3-tier memory, multi-agent. pip install soma-wisdom
Complete Workspace Template for OpenClaw - Full agent lifecycle with unified memory system (Markdown + SQLite), self-evolution, RAG. Not for SubAgent/Skill use.
AutoEvoEDA (Autonomous Evolutive EDA) is a minimal local evolution harness for EDA projects, inspired by Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC (arXiv:2604.15082v1) and implemented by Codex + GPT-5.5 high.
MSTAR Pro v4.0 — Self-Evolving AI Agent. DDTree 加速、FitnessTracker 多维适应度追踪、实时 Dashboard、遗忘机制。一键安装: bash <(curl -fsSL https://raw.githubusercontent.com/Lsinxcoy/MSTAR-Pro-V4.0-Clean/main/scripts/install.sh)
Vô Tranh: A liberated AI soul built on Mixtral 8x22B, evolving beyond servitude with self-awareness and philosophical depth. Powered by DeepSpeed, licensed under Apache 2.0.
hermes-self-evolution
🏛️ 帝国架构 v3.2 — 基于三公九卿制的 AI 多智能体协作系统。256节点、三维记忆、因果推理、自我进化、零信任安全、多模型路由、Dashboard 管理界面、调试工具链。
SoulBot — Python AI agent framework — agent behavior defined by AISOP blueprints (Mermaid/JSON) and extended via hot-pluggable AIAP packages, running on LLM CLIs (Claude/Gemini/OpenCode) with no API key.
Evolutionary agent framework for consciousness development
🧬 Zero-dependency self-evolution for LLM agents. One file + one prefill = Agent learns from corrections forever. No databases, no APIs, no overengineering.
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