astrai-code-review

AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expensive model

View Source SKILL.md

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安装方式

直接复制以下提示词，发送给你的 AI 助手即可完成安装。

请先检查是否已安装 SkillHub 商店，若未安装，请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店，然后安装 astrai-code-review 技能。若已安装，则直接安装 astrai-code-review 技能。

Overview

Skill Key: beee003/astrai-code-review
Author: beee003
Source Repo: openclaw/skills
Version: 1.0.0
Source Path: skills/beee003/astrai-code-review
Latest Commit SHA: 5937ab0f15ea56ee805d440ed96591bce113f7c9

Extracted Content

SKILL.md excerpt

# Astrai Code Review

AI-powered code review with intelligent model routing.
Complex logic goes to powerful models. Formatting and style goes to fast, cheap ones. You save 40%+ without sacrificing quality.

## What it does

- **Smart routing for reviews**: Astrai analyzes the diff complexity and routes to the optimal model. A gnarly concurrency bug gets Opus. A missing semicolon gets Haiku. You only pay for the intelligence you need.
- **Structured output**: Every review returns typed issues with file, line number, severity (critical/warning/info), message, and a concrete suggestion.
- **Strictness modes**: Standard catches bugs and logic errors. Strict adds style and best-practice checks. Security mode focuses on vulnerabilities, injection, auth, and data exposure.
- **BYOK (Bring Your Own Keys)**: Your provider API keys stay with you. Astrai decides which model to use, then calls the provider using YOUR key. You pay providers directly.
- **Cost tracking**: Every review response includes the cost and how much you saved vs always using the most expensive model.
- **Local-only mode**: If you only set `ASTRAI_API_KEY` without provider keys, Astrai uses its own hosted models. Still routed intelligently, still cheap.

## Setup

1. Get a free API key at [as-trai.com](https://as-trai.com)
2. Set `ASTRAI_API_KEY` in your environment or skill config
3. Optionally add provider API keys for BYOK routing (e.g. `ANTHROPIC_API_KEY`, `OPENAI_API_KEY`)
4. Run `/review` on any diff or PR

## Usage

```
/review Review the current diff (staged changes)
/review --strict Strict mode: bugs + style + best practices
/review --focus security Security-focused review (vulns, injection, auth)
/review --file src/auth.py Review a specific file
```

### Examples

**Basic review of staged changes:**
```
/review
```
Returns issues found in the current diff with severity levels and suggestions.

**Strict review for a PR:**
```
/review --strict
```
Catches not just...

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