Standardize hook decision envelopes and exit-code semantics across policy enforcement paths.
From opspal-corenpx claudepluginhub revpalsfdc/opspal-commercial --plugin opspal-coreThis skill is limited to using the following tools:
agents/openai.yamldecision-envelope.mdexit-code-mapping.mdobservability-tags.mdEnables AI agents to execute x402 payments with per-task budgets, spending controls, and non-custodial wallets via MCP tools. Use when agents pay for APIs, services, or other agents.
Compares coding agents like Claude Code and Aider on custom YAML-defined codebase tasks using git worktrees, measuring pass rate, cost, time, and consistency.
Designs and optimizes AI agent action spaces, tool definitions, observation formats, error recovery, and context for higher task completion rates.
Use this skill when implementing or reviewing this hook control surface.