intent-alignment

Scope clarification prevents agent rework by forcing explicit confirmation of task boundaries, priorities, and non-negotiable constraints before execution begins. This ensures the agent understands exactly what constitutes a successful outcome for your complex feature implementation.

You need intent alignment before starting agent workflows for non-trivial tasks such as coding, writing, research, design, and planning. It is required whenever ambiguous scope or unstated constraints could cause substantial rework during task execution.

The best way to detect ambiguity in task planning is to apply intent boundary detection, which surfaces only the highest-impact uncertainties and assumptions that could lead to substantial rework, ensuring scope and constraint alignment before work begins.

Intent alignment works across coding, writing, research, design, and planning tasks. It clarifies success criteria and task boundaries for any non-trivial task where ambiguous scope or unstated constraints might cause rework during execution.

Agents produce incorrect results when high-impact assumptions and unstated constraints remain unresolved. Clarifying intent and explicitly establishing execution boundaries before work begins prevents misunderstood goals from derailing the task execution.