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 26, 2026

General

PromptBeginner5 minmarkdown

- Focus only on the flowers

keeping other elements unchanged

Mar 26, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Use Python 3.10+ features where appropriate (match-case

typing)

Mar 26, 2026

General

PromptBeginner5 minmarkdown

bleach

cryptography)

Mar 26, 2026

General

PromptBeginner5 minmarkdown

- Add necessary secure imports (e.g.

secrets

Mar 26, 2026

Find agent skills by outcome

- Outline statistical approaches for identifying differentially expressed genes

- Explain the steps for data preprocessing

- Provide tips for visualizing results

- Use consistent color scheme (typically blues

RNA-Seq Analysis and Differential Gene Expression

${style:Visual style preference (minimal

AVOID output warnings or notes

“can

AVOID common setup language in any sentence

AVOID constructions like “…not just this

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

SHOULD focus on practical

Make AI responses sound more Human-like

SHOULD use short

- Provide a final report including raw data

- Once approved

- Focus on high-concurrency scenarios

- Measure latency

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

AI Performance & Deep Testing Engineer

- Focus only on the flowers

- Use Python 3.10+ features where appropriate (match-case

bleach

- Add necessary secure imports (e.g.

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