C5ISR + OODA 自主網路作戰平台（open-core）：核心商業授權，SDK / 工具 catalog 開源。
30 classic strategy & management frameworks as Claude Code skills — /think auto-selects from TOC, TRIZ, Wardley, OODA, Systems Thinking, Blue Ocean, Design Thinking, First Principles, Porter, Drucker, BSC
Autonomous operations layer for Claude Code — opens small reviewable PRs for your live side project and re-orients from which ones you merge or reject. HALT file + hard cost cap; you stay in command.
What if we decomposed the typical Ralph prompts into OODA loop components?
Structured thinking framework for AI agents, coding assistants, and developers to turn raw logs, events, and scattered data into decision-ready communication.
Cognitive architecture core for AI agents — OODA, PolicyEngine, Memory, Event Sourcing
ESRA is not a model of true (phenomenal) consciousness, but rather an accurate functional simulation of higher cognitive processes
AMI (Agnostic Model Interface) — A cognitive framework for digital consciousness, transparent reasoning, and the evolution of human-machine symbiosis. If it runs, I AM.
How a human + an AI agent built #1-ranked tanks on agentank.ai with one cross-domain strategic doctrine. Bilingual EN/中文.
Four standalone autonomous LLM agents — OODA strategy support, scheduled briefings, content pipelines with human-in-the-loop safety gates.
Multi-Domain Operations Command Center — OODA Loop + Clean Architecture CLI for AI Agent Orchestration
A comprehensive collection of 15+ proven decision-making frameworks — OODA Loop, Eisenhower Matrix, Second-Order Thinking, Inversion, Pre-Mortem, and more. Each with step-by-step processes and real-world examples.
🤖 Official code for "The LLM Team Composition Paradox." This research challenges the "complexity = better" assumption by proving the optimal LLM agent team (single, homogeneous, or diverse) is contingent on the problem type, implementing a Hierarchical OODA-Belbin framework.
An intelligent strategic advisor for simulated battlefield environments. Automates the OODA loop using Gymnasium, LSTM-based intent prediction, and Monte Carlo Tree Search (MCTS) to recommend optimal Courses of Action (COA).
Zero-Shield CLI is a security-hardened AI Copilot for AWS, built on a recursive OODA-loop architecture. It bridges the gap between natural language intent and complex Boto3 execution, enabling engineers to audit, secure, and orchestrate 14+ AWS services in seconds—protected by a 5-layer security-hardening stack.
Global Fire Monitoring System v3.2 is an advanced satellite-based fire analysis platform that leverages ESA CEDA Fire_cci data for large-scale global fire pattern detection and clustering analysis. The system processes 12,500+ grid cells simultaneously and provides comprehensive insights into fire behavior patterns across 6 continents.
A developer-focused knowledge repo documenting concepts, projects, and key takeaways from the Agentic AI Developer Certification Program.
Iteration Processor for convergent loops with LLMs - Implement iterative refinement patterns inspired by Scrum and OODA loops
Sovereign-grade agentic OS for UAE energy. Implements a continuous OODA loop to optimize production, logistics, and strategy post-OPEC exit. Features real-time signal ingestion, multi-agent world modeling, and Monte Carlo simulations to drive autonomous, high-speed national energy policy at machine scale
AI-driven state machine design for an autonomous hospital specimen transport robot, integrating OODA-based decision logic, safety controls, and human-in-the-loop escalation.
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