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.

Behavior Contract and Protocols for AI-assisted work. Covers various scenarios such as output shaping, publication, HTML structure, discovery setup, task prep, and more. Built by a non-dev who needed things to not break. No theory. Operational.

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