Capability Discovery
For discovery architecture and integration points, see Capability Discovery — Token-Efficient Tool Context.
Emergent Capabilities
Runtime tool forging for AI agents: AgentOS lets agents generate, sandbox, judge-approve, and register new Zod-typed tools mid-decision in a hardened node:vm. Multi-agent spawn_specialist included.
Recursive Self-Building Agents
The Hypothesis
Self-Improving Agents
AgentOS includes a bounded self-improvement system that lets agents adapt their personality, manage their own skills, compose workflows, and evaluate their own performance at runtime. All capabilities are opt-in and constrained by configurable limits to prevent runaway self-modification.