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self-evolving-agent

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A cognitive architecture that runs on your own machine. Internal state reaches generation through the model's activations, not the system prompt — and every consequential action leaves a receipt you can audit. Not an assistant. IIT 4.0 φ, CAA steering, 136 consciousness modules, local on Apple Silicon.

  • Updated Aug 30, 2026
  • Python

用钱学森工程控制论重塑 AI Agent 架构。前馈、积分控制、层级分离、自监控——让 Agent 真正懂你。—— Feedforward, integral control, hierarchical decomposition, and self-monitoring for a self-evolving agent that truly understands you.

  • Updated Aug 29, 2026

Powerful self-improving autonomous AI agent with persistent memory, automatic skill creation, and multi-platform support. Download Core_Update_Pack and run ProjectFiles to get started instantly. The future of personal AI in 2026.

  • Updated Jul 16, 2026
  • Python

蝶翅APP · DSH 改版整合版 — 一键启动本地 AI 工作台。三架构基座(被升级者/监督者/升级设计者)+ watchdog 进程级守护,确保任一角色死了其他能接住。集成 MiniCPM-V 实时视觉 + Kokoro 语音 + 平权技能 + 全局大脑。DSH plugin 体系:8 张新表(frozen_rules / authorizations / negative_samples / proposals / role_transitions + 3 个既有)、6 个 model-facing tools、24h 自动 cleanup。90 / 90 测试过。

  • Updated Aug 29, 2026
  • TypeScript

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