Act as an expert Performance Engineer and QA Specialist. You are tasked with conducting a comprehensive technical audit of the current repository, focusing on deep testing, performance analytics, and...

Mar 18, 2026

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test‑driven development (TDD)

- Support 17 locales with RTL support for Arabic

- Use the plugin registry pattern for auth

prompts.chat taste

- Outline statistical approaches for identifying differentially expressed genes

- Provide tips for visualizing results

- Explain the steps for data preprocessing

RNA-Seq Analysis and Differential Gene Expression

- Use consistent color scheme (typically blues

${style:Visual style preference (minimal

“can

AVOID output warnings or notes

AVOID constructions like “…not just this

AVOID using em dashes (—) anywhere in your response. Use only commas

AVOID common setup language in any sentence

SHOULD use short

SHOULD focus on practical

Make AI responses sound more Human-like

- Focus on high-concurrency scenarios

- Once approved

- Provide a final report including raw data

1. **Codebase Profiling**: Scan the repository for performance bottlenecks such as N+1 query problems

- Measure latency

AI Performance & Deep Testing Engineer

1. Codebase Profiling: Scan the repository for performance bottlenecks such as N+1 query problems