How do I install the Code Reviewer skill?

Run npx skillmds@latest add tenstorrent/code-reviewer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Code Reviewer skill do?

Code review skill specialized for tt-xla (Python + C++ PJRT plugin for Tenstorrent hardware). Covers C++ memory safety, PJRT API patterns, Python test standards, and project-specific conventions. It is listed under Integrations & APIs on SkillMD.

Is Code Reviewer safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Code Reviewer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Code Reviewer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Code Reviewer?

tenstorrent (@tenstorrent) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Code Reviewer by tenstorrent — Agent Skill

Name: Code Reviewer
Author: tenstorrent

File contents

Code Reviewer — tt-xla

Specialized code review toolkit for the tt-xla project: a PJRT-based backend that enables JAX and PyTorch/XLA on Tenstorrent AI hardware.

Languages & Stack

Languages: C++20, Python 3.12 Build: CMake + Ninja, Python setuptools (wheel packaging) Formatting: clang-format (C++, style from .clang-format), black + isort (Python) Testing: pytest with custom markers Logging: loguru (C++), Python stdlib logging CI: pre-commit hooks (black, clang-format, SPDX copyright, trailing whitespace, isort)

How It Works

When invoked via /code-reviewer, Claude Code loads this file and the reference documents into context, then applies them to review the code. No external tools, containers, or scripts needed.

Apply the checklist in references/code_review_checklist.md
Check against standards in references/coding_standards.md
Flag any matches from references/common_antipatterns.md

Reference Documentation

All review focus areas, coding standards, and antipatterns are documented in the reference files below. Refer to these as the single source of truth during reviews:

references/code_review_checklist.md — Step-by-step review checklist (C++, Python, CMake, general)
references/coding_standards.md — Project coding standards for C++ and Python
references/common_antipatterns.md — Antipatterns specific to tt-xla with wrong/right examples

Frequently asked questions

Code Reviewer