astrai-code-review — Автоматизированная проверка кода с использованием ИИ

--- name: astrai-code-review description: AI-powered code review with intelligent model routing — saves 40%+ vs always using the most expensive model version: 1.0.0 homepage: https://github.com/beee003/astrai-openclaw metadata: clawdbot: emoji: "🔍" requires: env: ["ASTRAI_API_KEY"] primaryEnv: "ASTRAI_API_KEY" files: ["plugin.py", "config.example.toml"] tags: [code-review, inference, routing, cost-optimization, pr-review, diff, quality] --- # 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 bugs but also style violations, naming issues, and missed best practices. **Security audit:** ``` /review --focus security ``` Focuses on SQL injection, XSS, auth bypass, hardcoded secrets, insecure deserialization, and other vulnerability classes. ## Environment Variables | Variable | Required | Description | Default | |---|---|---|---| | `ASTRAI_API_KEY` | Yes | Your API key from as-trai.com | -- | | `ANTHROPIC_API_KEY` | No | Anthropic key for BYOK routing | -- | | `OPENAI_API_KEY` | No | OpenAI key for BYOK routing | -- | | `GOOGLE_API_KEY` | No | Google key for BYOK routing | -- | | `DEEPSEEK_API_KEY` | No | DeepSeek key for BYOK routing | -- | | `MISTRAL_API_KEY` | No | Mistral key for BYOK routing | -- | | `GROQ_API_KEY` | No | Groq key for BYOK routing | -- | | `TOGETHER_API_KEY` | No | Together key for BYOK routing | -- | | `FIREWORKS_API_KEY` | No | Fireworks key for BYOK routing | -- | | `COHERE_API_KEY` | No | Cohere key for BYOK routing | -- | | `PERPLEXITY_API_KEY` | No | Perplexity key for BYOK routing | -- | | `REVIEW_STRICTNESS` | No | standard, strict, or security | standard | ## External Endpoints | Endpoint | Purpose | Data Sent | |---|---|---| | `https://as-trai.com/v1/chat/completions` | Code review inference via intelligent routing | Diff content, file context, review instructions | ## Security & Privacy - All requests authenticated via API key in the Authorization header - Diffs are sent to the Astrai routing API, which forwards to the selected provider - In BYOK mode, provider keys are sent via encrypted header (`X-Astrai-Provider-Keys`) and never stored - No diffs, code, or review results are retained by Astrai after the request completes - Source code is fully open: [github.com/beee003/astrai-openclaw](https://github.com/beee003/astrai-openclaw) ## Model Invocation This skill sends code diffs to the Astrai routing API. The router classifies the review complexity and selects the best model: - **High complexity** (concurrency, security, architecture): Routes to Claude Opus, GPT-4o, or Gemini Pro - **Medium complexity** (logic errors, missing edge cases): Routes to Claude Sonnet, GPT-4o-mini, or Gemini Flash - **Low complexity** (formatting, typos, naming): Routes to Claude Haiku, GPT-4o-mini, or Gemini Flash Your prompts are processed by third-party LLM providers according to the routing decision. In BYOK mode, calls are made using your own provider API keys. ## Pricing Same as Astrai platform pricing: - **Free**: 1,000 requests/day, smart routing, all strictness modes - **Pro** ($49/mo): Unlimited requests, priority routing, analytics dashboard - **Business** ($199/mo): Team dashboards, compliance exports, SLA guarantee