using-superpowers

To prevent premature AI responses, use a skill-first activation mechanism that forces a tool invocation to check registered skills before generating any reply, including clarifying questions. This ensures the assistant always applies the correct operational guidance first.

Skill discovery in agent orchestration is the process of matching user task interpretation against registered skills before responding. It involves invoking a designated Skill tool to load specific instruction hierarchies and operational guidance, ensuring the assistant uses the correct operational context.

Yes, cross-platform skill access provides platform-specific guidance for Claude Code, Copilot CLI, and Gemini CLI. It uses the configured platform mapping to ensure correct tool activation and reference loading across these different environments.

When dispatched as a subagent to execute a specific task, the skill is skipped entirely to ensure subagent safety. This prevents the skill-first activation mechanism from interfering with targeted task execution by bypassing the general skill discovery process.

An AI assistant bypassing the instruction hierarchy likely lacks skill-first activation enforcement. Without requiring a Skill tool invocation before responding, the assistant generates answers without checking for matching registered skills, missing required operational guidance.