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 19, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

inefficient algorithms

Mar 19, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

typing)

Mar 19, 2026

General

PromptBeginner5 minmarkdown

bleach

cryptography)

Mar 19, 2026

General

PromptBeginner5 minmarkdown

- 🔑 Auth & Access Control (e.g.

missing MFA

Mar 19, 2026

Find agent skills by outcome

- Outline statistical approaches for identifying differentially expressed genes

- Explain the steps for data preprocessing

- Use consistent color scheme (typically blues

- Use clean

${style:Visual style preference (minimal

${figure_type:Type of figure (architecture diagram

AVOID common setup language in any sentence

“can

AVOID output warnings or notes

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

AVOID constructions like “…not just this

SHOULD focus on practical

SHOULD use short

Make AI responses sound more Human-like

- Provide a final report including raw data

- Focus on high-concurrency scenarios

- Once approved

- Measure latency

- Focus only on the flowers

AI Performance & Deep Testing Engineer

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

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

bleach

- 🔑 Auth & Access Control (e.g.

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