clarify-first

What problem does it solve?

This Skill prevents AI agents from making assumptions or proceeding with tasks when information is missing or ambiguous, ensuring requirements are fully understood before execution.

Core Features & Use Cases

• Mandatory Clarification: Forces the agent to ask clarifying questions when uncertain, missing inputs, or about to assume defaults.
• Confidence Thresholds: Triggers clarification if confidence in understanding is below 0.8.
• Safety Gate: Requires explicit confirmation before performing destructive or irreversible actions.
• Use Case: Before an agent attempts to "optimize a database," it will use this skill to ask for specific metrics, the database type, and the current bottleneck to avoid making incorrect assumptions.

Quick Start

Use the clarify-first skill to ensure the agent asks for all necessary details before proceeding with any task.