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pepperu96/hyper-mla

optimization-catalog-cutile-dsl

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.

First seen Apr 21, 2026

Installation

$ npx skills add pepperu96/hyper-mla --skill optimization-catalog-cutile-dsl
View on skills.sh ↗ GitHub repository ↗

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Also in this package

Other skills from pepperu96/hyper-mla · top by installs.

npx skills add pepperu96/hyper-mla
design-cute-dsl-kernel 83 learn-cute-dsl 83 optimization-catalog 81 cute-dsl-ref 81 design-cutile-dsl-kernel 80 mla-analysis 80 design-kernel 80 optimization-catalog-cute-dsl 79 profile-kernel 79 orchestration-workflow 79

Browse all from pepperu96/hyper-mla

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Default branch main
Open issues 0
Status Active

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 1,184 B
  • docs SUMMARY.md 421 B

History

  1. First seen on skills.sh
  2. First recorded snapshot · 79 installs

SKILL.md

cuTile Python DSL Optimization Catalog

Read Order

  1. Start with the shared root catalogs in docs/knowledge/optimizations/ and docs/knowledge/anti-patterns/.
  2. 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