Open Agent Spec is a declarative YAML standard and CLI for defining and generating AI agents. One spec, any LLM engine (OpenAI, Anthropic, Grok, Cortex, local, custom).

Behavioral contracts for AI agent skills. Generate, review, and enforce security boundaries so your skills can only do what they're supposed to.

text systems, behavioral contracts, AI protocols, and small tools for keeping AI-assisted work operational. I built these tools to reduce drift, force useful decisions, and keep messy AI-assisted work usable.

Continuous HAT failure-mode classification of a production agent runtime.