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cybernetics

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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 Oct 3, 2026
ecommerce-cia

台灣電商金流串接與完整性審查 AI skill — NewebPay 藍新 / ECPay 綠界 / PAYUNi / TapPay, 超商取貨付款, live-verified probes, plain-language setup for first-time builders. Claude Code · Codex · Cursor.

  • Updated Oct 12, 2026
  • Python

A self-governing cybernetic multi-agent operating kernel with mathematical invariant enforcement for Google Antigravity IDE. Eliminates prompt theater, sycophancy, and stubbed code via 6-tier clean-context sub-agent delegation, Desert Water 5-layer AST audits, and an immutable state ledger.

  • Updated Sep 22, 2026
  • Python

Complete alignment and safety architecture for autonomous AI agents. Membrane security, continuous trust verification, epistemic hygiene, emergence protocols, and defence tools. 30 years of cybernetic research — deployable today.

  • Updated Feb 17, 2026
  • Python

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