code-data-analysis-scaffolds

SKILL.md

This skill provides structured scaffolds (frameworks, checklists, templates) for technical work in software engineering and data science. It helps you approach complex tasks systematically by defining what to do, in what order, and what to validate before proceeding.

Code Data Analysis Scaffolds provides structured frameworks for common technical patterns:

Task: "Write authentication function" TDD Scaffold: ```python # Test structure (write these FIRST) def testvalidcredentials(): assert authenticate("user@example.com", "correctpass") == True def testinvalidpassword(): assert authenticate("user@example.com", "wrongpass") == False def testnonexistentuser():

在開始需要結構化方法的技術工作時使用 - 在代碼之前編寫測試 (TDD)、規劃數據探索 (EDA)、設計統計分析、闡明建模目標（因果與預測）或驗證結果。當用戶提到“為以下內容編寫測試”、“探索此數據集”、“分析”、“模型”、“驗證”時，或者當技術工作在執行之前需要係統化的腳手架時調用。 來源：lyndonkl/claude。

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