ooda

a bot using an OODA loop...

Local-first agentic NetOps framework that connects LLMs to real network devices with unified intents, adapters, and full observability.

Multi-modal sharp thinker — FeynTech + Drama modes for Claude, Perplexity, ChatGPT, Manus

The WITNESS of The Wire — a witnessed substrate for agents. OODA-Observe across every browser tab and host; records every act so agents stay continuous, auditable, and federated. Recommends, never acts. (Record/replay test automation is one application, not the definition.)

The HOST of The Wire — a witnessed substrate for agents. The local-model OODA Orient+Decide loop that imports an adapter to run flows over the wire.

HYDRA-C2: Multi-Domain Operations C2 Framework — 25 actors, 18 API endpoints, MIL-STD-2525B COP dashboard, OODA/kill-web doctrine, ADS-B/AIS/SDR signal intelligence

TravelExpress Web Application built with DotNetCore2

OODA loop router for Claude Code & Grok — Observe, Orient (schwerpunkt), Decide, Act. Not a 4-box speed circle.

Turn OODA into an execution protocol for AI agents: purpose-first, evidence-based, verified, iterative. Part of a 5-repo agent-skill ecosystem (sloth-loop / architect-skills / obsidian-skills / ai-skill-output-template).

Agent skills for popular work processes: GTD, OKR, PDSA, DMAIC, Design Thinking, Lean Startup, OODA, and research paper writing.

An application to improve the efficiency of rescue work after a flood, by estimating the locations of people in a stricken area and automatically allocating resources to rescue them.

ESRA for Claude Code: bounded, value-aligned skills and a privacy-preserving runtime for auditable improvement cycles.

Self-Improvement Framework for Supply Chain Agents

Portable, auditable Combat Hunter observation and decision skill for AI agents

Safety-first, model-agnostic agent framework. Hard constraints are code, not prompts. Works with OpenAI, Anthropic, Ollama, HuggingFace, and LayerCake.

Discover hidden correlations using EVEZ OODA loop + poly_c scoring. — by Steven Crawford-Maggard (EVEZ)

AI that gets sharper while you sleep. Knowledge-grounded personas that cite their sources and improve nightly.

CIPHER engine for EVEZ-OS — OODA loop, manifold bootstrap, speculative pre-compute — by Steven Crawford-Maggard (EVEZ)