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.

Conduct-as-code for AI agents. Refuses drift, sycophancy, and silent failure.

Agent Specification Language (ASL) — Open standard for formally verifying autonomous agent behavior. MIT License.

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.

SignalFrame is an agent execution governance SDK. It turns plain-language behavioral intent into a Posture Profile made of weighted posture signals, then exports a ContextFrame that can travel with an agent handoff or runtime boundary.

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.

Observational corpus of HAT failure modes in a production AI-agent runtime: twice-daily pulses with versioned codebook and falsifiers.