concept-alignment

Concept alignment is the process of defining core concepts and gathering background knowledge before executing a task to prevent misinterpretation. It decomposes topics using first principles to identify key stakeholders, terms, and timeframes, ensuring contextual clarity and reducing scope drift.

To gather background research for regulatory tasks, perform web-based grounding from primary sources and high-confidence materials. Record specific dates and jurisdictions to ensure verifiability, then output the structured findings into a three-section alignment artifact before executing the main task.

Yes, you can use first-principles decomposition to clarify ambiguous terms and stakeholders for research projects. This approach breaks down complex topics into fundamental elements, identifying key units, timeframes, and potential ambiguities to establish a shared understanding before task execution begins.

Yes, concept alignment works for complex topics requiring up-front context and verifiability such as regulatory or research subjects. It collects authoritative sources and structures them into a fixed three-section artifact that provides the necessary background foundation for downstream verification.

The best way to structure background research for downstream tasks is to output a fixed three-section Concept Alignment artifact. This structured format captures decomposed first-principles, grounded primary sources with dates, and defined terms, making it directly suitable for subsequent verification workflows.

Task execution suffers from scope drift and misinterpretation without concept alignment because core concepts and recent events are not clarified beforehand. Establishing shared background knowledge and defining key terms upfront ensures all stakeholders share the same contextual understanding before action begins.