sketch-design

UnifiedSketch is a unified design language that describes operator sketches using concise structured text to streamline design-to-implementation. It enforces YAML frontmatter and structured body sections to ensure consistent DSL usage across various hardware and evaluation paths.

You define operator sketches by declaring structures, tensors, and constant parameters within UnifiedSketch syntax. Applying it to a matrix multiplication task involves providing a minimal sketch example to generate sequential implementation steps for AI assistance.

Yes, UnifiedSketch supports mapping operator designs to different hardware backends. It provides an llm_hint decorator specifically for specifying hardware mapping and optimization strategies within your operator design tasks.

No specific dependencies are required to start writing UnifiedSketch sketches. The skill operates independently, requiring only YAML frontmatter with name and description fields alongside structured body sections to define operator design tasks.

The best way to ensure consistent DSL usage is to apply UnifiedSketch specifications across various domains and evaluation paths. It enforces structured sections and YAML frontmatter to maintain uniform operator design intent and implementation.

UnifiedSketch focuses on lean operator sketches and currently supports structured declarations and llm_hint decorators. While it flexibly extends to custom templates, complex logic relies on AI interpretation of the structured design intent rather than direct compilation.