[WIP] LangGraph-based functional Kaggle solver#315

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YuanmingLeee wants to merge 12 commits intomainfrom

Commits on Jul 20, 2025

:sparkles: [exp] Add core agents and improve Kaggle competition automation workflow
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Commits on Jul 21, 2025

:electric_plug: [agents] Refactor agents to support reusable static methods and state
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Commits on Jul 22, 2025

:zap: [agents] Refactor tool handling and add dependency management support
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Commits on Jul 23, 2025

Commits on Jul 24, 2025

:zap: [agent] Add dependency verification and execution logic
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Commits on Jul 26, 2025