Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing (SKILL.md metadata excerpt)
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Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing (SKILL.md metadata excerpt)
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Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural (SKILL.md metadata excerpt)
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Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed (SKILL.md metadata excerpt)
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Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve, create, update, and delete items, collections, tags, and attachments via (SKILL.md metadata excerpt)
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Interactive QA session where user reports bugs or issues conversationally, and the agent files GitHub issues. Explores the codebase in the background (SKILL.md metadata excerpt)
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Prepare a Quarterly Business Review. Use when: building QBR presentations, client performance reviews, or strategy updates. (SKILL.md metadata excerpt)
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Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how (Publisher-index excerpt; file read separately)
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Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data (Publisher-index excerpt; file read separately)
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Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators (SKILL.md metadata excerpt)
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