tda-codebase-design

To design TDL pipeline modules, use this Skill to establish robust interfaces by defining parameters, invariants, and error modes for clean scientific seams. It provides structured guidance to ensure your data processing modules follow best practices.

Scientific seams in data processing pipelines are the logical boundaries between modules. This Skill helps identify and define these seams to ensure modules interact cleanly, establishing clear test and contract surfaces for complex TDL framework workflows.

You define test and contract surfaces by applying structured design guidance to your TDL pipeline modules. This Skill provides strategies for establishing these surfaces, ensuring modules for tasks like embedding or null generation behave predictably.

The best way to structure a TDL pipeline module is to analyze its scientific seams, interfaces, and contracts. This Skill offers design guidance to optimize module architecture, ensuring adherence to software engineering best practices within the TDL framework.

You need structured design guidance when building new modules for embedding, null generation, or PH computation in TDL pipelines. It ensures complex data processing workflows are well-structured and maintain clean scientific seams across module boundaries.