tile-ai

29 mods across 1 repository, 358 stars between them.

skill-creator

01

tile-ai/tilelang-ascend

Skill Claude CodeCodex

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

358 4d ago A 63 tokens copy · 89% MIT

analyzer

02

tile-ai/tilelang-ascend

Agent Codex

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

358 4d ago A 0 tokens copy · 100% MIT

comparator

03

tile-ai/tilelang-ascend

Agent Codex

Compare two outputs WITHOUT knowing which skill produced them.

358 4d ago A 0 tokens copy · 100% MIT

grader

04

tile-ai/tilelang-ascend

Agent Codex

Evaluate expectations against an execution transcript and outputs.

358 4d ago A 0 tokens copy · 100% MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A converter that creates a separate script for running a TileLang example in the A5 camodel simulator, a software environment that imitates Ascend hardware execution.

358 4d ago A 93 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A development process for adding new TileLang APIs for Huawei Ascend AI processors. It covers the user-facing Python API and the lower-level code that turns it into Ascend C code.

358 4d ago A 96 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A reference guide for using TileLang APIs when writing kernels for Huawei Ascend AI processors. A kernel is a small program that performs work such as moving data, multiplying matrices, or reducing values.

358 4d ago A 79 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

How to add debugging capabilities to TileLang Ascend example operators. Use this skill whenever the user asks to debug a TileLang example, add GDB debugging code, create a debug version of an example, or mentions GDB, debugging, breakpoints, or VSCode debugging in the context of TileLang operators. This skill covers…

358 4d ago B 101 tokens original MIT

tilelang-env-check

09

tile-ai/tilelang-ascend

Skill Claude CodeCodex

An environment checker for TileLang Ascend development. It verifies the repository, required Python packages, CANN—the toolkit for Ascend hardware—installation, compilation, and environment variables.

358 4d ago A 112 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A diagnostic and repair workflow for TileLang-Ascend compiler passes and generated Ascend code. A compiler pass is a stage that transforms a program before it runs.

358 4d ago A 74 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A set of instructions for carrying out GitHub tasks, including using GitHub CLI and creating pull requests. A pull request is a request for others to review and merge code changes.

358 4d ago A 77 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A guide to choosing between TileLang Ascend’s Developer and Expert programming modes and setting their pass configurations, which control compiler processing steps.

358 4d ago A 59 tokens original MIT

tilelang-review

13

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A code-style checker for Python and C++ files that follows the project’s continuous-integration rules, using tools such as Ruff and Clang-Format.

358 4d ago D 160 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

Automatically pull tilelang repository and its third-party code. Provides scheduled pull script supporting git pull --recurse-submodules and git submodule update --init --recursive with automatic error detection and retry. Triggers when user mentions "重新拉取三方库", "自动重拉", "重新拉取子模块", "auto retry pull", "pull submodules"…

358 4d ago A 103 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A tool that combines a TileLang operator’s kernel code and tests into one self-contained example file for repository submission.

358 4d ago A 163 tokens original MIT

tilelang-op-design

16

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A design-document generator for TileLang Ascend operators, where an operator is a computation such as softmax, layer normalization, or matrix multiplication.

358 4d ago A 92 tokens original MIT

tilelang-op-develop

17

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A code-and-test generator for TileLang-Ascend operators, which are GPU-like computation kernels for Ascend hardware. It reads selected details from a design document and uses example implementations as coding references.

358 4d ago A 70 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A test-design skill for TileLang-Ascend operators, which are custom AI computations for Huawei Ascend chips. It creates or reviews test cases from design documents, example code, user descriptions, or existing tests.

358 4d ago A 102 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

An analysis tool for TileLang compiler passes, which are transformation steps that change or optimize the program before it runs.

358 4d ago A 154 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A design-document skill for compiler passes in TileLang-Ascend. It plans where a pass belongs, what code representation it changes, how it should be implemented, how it should be tested, and what risks it has.

358 4d ago A 98 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A code-generation skill for a compiler pass in TileLang-Ascend. A compiler pass is a transformation that changes or analyses an intermediate form of code before final machine code is produced.

358 4d ago A 122 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A guide to the workflow of TileLang compiler passes, which are processing stages that transform or analyze code. It describes their order, dependencies, and where a new stage should be added.

358 4d ago A 98 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A performance-tuning workflow for TileLang operators, including measuring a baseline, finding bottlenecks, applying changes, and checking the results.

358 4d ago A 90 tokens original MIT

tile-ai/tilelang-ascend

Skill Claude CodeCodex

A review tool for improving coding-agent skills, which are instruction files that guide automated development tasks. It collects developer feedback and turns it into suggested changes for those files.

358 4d ago A 98 tokens original MIT