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 14, 2026

General

PromptBeginner5 minmarkdown

- Focus only on the flowers

keeping other elements unchanged

Mar 14, 2026

General

PromptBeginner5 minmarkdown

- Add necessary secure imports (e.g.

secrets

Mar 14, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

typing)

Mar 14, 2026

Find agent skills by outcome

- Use the plugin registry pattern for auth

prompts.chat taste

- Outline statistical approaches for identifying differentially expressed genes

- Provide tips for visualizing results

- Use clean

- Use consistent color scheme (typically blues

${style:Visual style preference (minimal

“can

${figure_type:Type of figure (architecture diagram

AVOID common setup language in any sentence

AVOID constructions like “…not just this

AVOID output warnings or notes

SHOULD use short

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

SHOULD focus on practical

Make AI responses sound more Human-like

- Once approved

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

- Measure latency

- Focus on high-concurrency scenarios

AI Performance & Deep Testing Engineer

- Focus only on the flowers

- Add necessary secure imports (e.g.

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

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