optimization-catalog-cutile-dsl

Original：🇺🇸 English

Translated

Shared optimization guidance plus cuTile Python DSL-specific overlays. Use when: (1) selecting optimizations for a cuTile Python DSL kernel, (2) checking cuTile-specific implementation traps, (3) deciding whether a profiling finding belongs in shared knowledge or a cuTile overlay, (4) updating cuTile Python DSL optimization docs, (5) reviewing how a shared pattern maps to cuTile.

3installs

Sourcepepperu96/hyper-mla

Added on2026-04-22

NPX Install

npx skill4agent add pepperu96/hyper-mla optimization-catalog-cutile-dsl

SKILL.md Content

View Translation Comparison →

cuTile Python DSL Optimization Catalog

Read Order

Start with the shared root catalogs in

docs/knowledge/optimizations/

and

docs/knowledge/anti-patterns/

Then read cuTile Python DSL-specific overlays in
```
docs/knowledge/languages/cutile-dsl/
```
when the implementation depends on cuTile APIs, compiler behavior, or code-generation limits.

cuTile Overlay Root

docs/knowledge/languages/cutile-dsl/optimizations/

docs/knowledge/languages/cutile-dsl/anti-patterns/

Typical cuTile-only topics

```
num_ctas
```
,
```
occupancy
```
, or
```
ByTarget
```
behavior
cuTile math and numeric-semantics hints
code-generation sensitivity tied to
```
@ct.kernel
```
lowering
limits that arise from cuTile's public scheduling model