key-abstractions

You extract domain abstractions by applying an analysis workflow to partitioned modules or unpartitioned corpora, which identifies named domain units and grounding terms to produce a structured key-abstractions.md file.

Domain modeling distillation is the process of identifying discrete domain units and their intents from source text. You need it to build auditable, reusable vocabularies that support downstream classification and design passes.

Document core terms and intents by analyzing source text to capture concise term lists, free-form shape hints, and source-grounded intents for each named domain unit, ensuring every abstraction includes verbatim source extracts.

You can process both unpartitioned corpora and partitioned modules. The workflow slices multi-subject passages into partials and documents unallocated slices, ensuring every key abstraction is grounded with source extracts regardless of input structure.

Text analysis handles multi-subject passages by slicing them into partials to isolate discrete domain units. When necessary, it documents unallocated slices to maintain an auditable link between extracted abstractions and verbatim source text.

The best way to structure knowledge representation for downstream design is generating a key-abstractions.md file containing per-abstraction intents, core terms, shape hints, and verbatim extracts to provide a reusable, auditable vocabulary.