bambu-studio-ai
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pi...
AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expensive model
请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求,再添加到工作流。
SkillHub CLI
skillhub install beee003/astrai-code-review打开来源仓库,查看说明和兼容环境后,按来源提供的命令或步骤安装。
将来源链接提供给你的 Agent,让它先读取说明、核对依赖,并向你说明将执行的安装步骤。
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.
ASTRAI_API_KEY without provider keys, Astrai uses its own hosted models. Still routed intelligently, still cheap.ASTRAI_API_KEY in your environment or skill configANTHROPIC_API_KEY, OPENAI_API_KEY)/review on any diff or PR/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
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...
这些信息来自收录时的来源分析,可能滞后;使用前请核对最新来源文件。
# 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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