python-template

Use when developing rough ideas into designs, before writing code or implementation plans - refines concepts through collaborative questioning and incremental validation

Web research skill for augmenting agent context with current information. Used when outdated information could lead to broken implementations or wasted effort.

Use when creating new skills or editing existing skills - applies prompt engineering principles to write clear, goal-focused process documentation that trusts LLM intelligence

Use when encountering bugs, test failures, or unexpected behavior - ensures root cause understanding before attempting fixes

Use when analyzing YouTube videos for research, learning, or understanding how content relates to a project - downloads transcripts with yt-dlp, chunks long content, and provides context-aware analysis