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).
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Updated
Sep 2, 2026 - Python
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.
Deterministic behavioral contract audits for WebMCP tools.
Behavioral contract graphs for legacy software modernization. Detects semantic regressions that structural analysis misses. F1=1.0 on CardDemo COBOL mutation benchmark.
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.
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.
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