concept-alignment

Concept alignment clarifies definitions, scope, and time horizons before task execution to prevent misaligned premises. It delivers a structured, traceable document with explicit source citations and optional Mermaid diagrams to support reliable downstream outcomes.

Task planning fails when foundational definitions and scope are unclear. Front-loaded background research prevents downstream misinterpretation by gathering primary sources and high-quality data, ensuring all stakeholders share verified concepts before execution begins.

Yes, Mermaid diagrams can be generated when they aid understanding. The concept alignment process outputs structured notes that include optional diagrams alongside explicit sourcing and time-bound facts to clarify complex background research visually.

The best way to gather primary sources for pre-task scoping is through internet-backed background research. This approach collects official documents and high-quality data to produce a fixed Concept Alignment structure with verifiable recent events and source annotations.

Yes, concept alignment supports fact-verification by satisfying requirements for verifiable recent events and definitions. It ensures background research includes time-bound facts and explicit sourcing, preventing outdated or incorrect premises from entering task execution.