implementing-code

Implement scientific analysis code with quality and correctness following research workflow standards. Use when writing research code, implementing algorithms, creating analysis scripts, or developing scientific computations. Triggers on: "implement", "write code", "code this up", "analysis script", "algorithm", "compute", "calculate", or any request to write or implement scientific/numerical code.