hw-native-sysOfficial·7 Agent Skills Included

pypto

Compiler development workflows for tile-based accelerator programming

Automates code review, testing, operator development, and codegen comparison for the PyPTO accelerator compiler framework. Eliminates manual diff checking, inconsistent cross-layer API updates, and missed test coverage when extending C++ and Python compiler layers. Generates weekly changelogs and enforces project standards so contributors ship verified changes faster.

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npx skills add hw-native-sys/pypto --all -g -y

Available:

Directs the agent to route tasks like testing, code review, and codegen comparison to the matching repository skills while enforcing build limits, cross-layer sync, and documentation rules.

All Skills in This Repository (7)

Pure Emerald Level Indicators

📦 In Repo

hw-native-sys

git-commit

Automate Git commits with pre-commit hooks, testing, and linting.

feature-dev

Develops PyPTO IR features including operators, passes, and transformations.

github-pr

Create GitHub pull requests by committing, rebasing, and force-pushing changes.

code-review

Review code changes against PyPTO project standards for style and testing.

testing

Build the PyPTO project and run unit tests with pytest.

address-pr-comments

Classify GitHub PR review comments and automate code changes for actionable feedback.

fix-issue

Automate GitHub issue resolution from branch creation to code commit.

Official

Advanced

Frequently Asked Questions

FAQPage Schema

How to install pypto skills?▼

Run `npx skills add hw-native-sys/pypto --all -g -y` in your terminal to install all skills in this suite globally.

What is PyPTO used for?▼

PyPTO is a Python-based programming framework that compiles tensor-level AI model code into optimized instructions for Huawei Ascend accelerators using a tile-based programming model.

How do I add a new operator to PyPTO?▼

The add-op skill walks you through registering the operator in C++, adding Python IR and DSL wrappers, writing tests, and updating documentation across all layers.

Can I compare codegen output between branches?▼

Yes. The compare-codegen skill runs the same test on your branch and origin/main via git worktree, then diffs the generated .pto files and pass dumps automatically.

Do these skills work with Claude Code and Codex?▼

Yes. The skills follow the standard SKILL.md format and run in Claude Code, Codex, and other compatible coding agents.