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LLM_PROVIDER (openai or anthropic)\n#   - OPENAI_API_KEY (required if LLM_PROVIDER=openai)\n#   - ANTHROPIC_API_KEY (required if LLM_PROVIDER=anthropic)\n#   - GITHUB_TOKEN (required for dataset collection)\n\n# Run a review (local path)\npoetry run python -m app.cli review \\\n  --pr-id \"123\" \\\n  --title \"Your PR Title\" \\\n  --language python \\\n  /path/to/repo\n\n# Or use GitHub URL directly (title/description auto-fetched)\npoetry run python -m app.cli review \\\n  --pr-id \"14468\" \\\n  --language python \\\n  \"https://github.com/fastapi/fastapi\"\n\n# Supported languages: python, javascript, typescript, java, go, rust, cpp, csharp, ruby, php"},{"kind":"example","language":"text","snippet":"┌─────────────┐\n│   CLI       │  poetry run python -m app.cli review ...\n└──────┬──────┘\n       │\n       ▼\n┌─────────────┐\n│ ReviewFlow  │  Orchestrates the entire process\n└──────┬──────┘\n       │\n       ├─► 1️⃣ Context Builder (Git diff + Tools)\n       │\n       ├─► 2️⃣ Analysis Agents (Parallel)\n       │    ├─ ChangeContextAnalyst (LLM)\n       │    ├─ SecurityReviewer (Tool)\n       │    ├─ StyleFormatReviewer (Tool)\n       │    ├─ LogicBugReviewer (LLM)\n       │    ├─ PerformanceReviewer (LLM)\n       │    ├─ DocumentationReviewer (LLM)\n       │    └─ TestCoverageReviewer (Hybrid)\n       │\n       ├─► 3️⃣ RevisionProposer (Patch generation)\n       │\n       ├─► 4️⃣ Supervisor (Consolidation)\n       │\n       └─► 5️⃣ PRReviewResult (Final output)"}]}}