context

Stop hoping that relevant information will fit in the context window. Start manufacturing a task-specific context file before the task begins. The mechanism, the receipts, and the benchmark that gates it shipping.

A two-tier retrieval system (semantic plus keyword), canonical topic files as curated truth, and a nightly consolidation pass that promotes session insights into the canonical tier. Why each piece exists and what fails without it.