portofcontext

Use this skill for ANY work on AVP (Agent Voyager Project): agents, supervisor Commissions, conformance cases, or debugging AVP runs. AVP wires agents (drive an LLM, emit events) to supervisors (declare environment).

portlang - the environment-first agent framework. Use when working with .field files, defining boundaries and verifiers, adding custom tools (shell, Python, MCP), debugging trajectories, measuring convergence, configuring structured JSON output with output_schema, running batch evals, viewing HTML trajectory dashboards, or analyzing agent behavior across runs. portlang manages environments not loops - you define the search space, the agent finds the path.