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 17, 2026

General

PromptBeginner5 minmarkdown

bleach

cryptography)

Mar 17, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

typing)

Mar 17, 2026

General

PromptBeginner5 minmarkdown

- 🔑 Auth & Access Control (e.g.

missing MFA

Mar 17, 2026

General

PromptBeginner5 minmarkdown

- 📋 Compliance (e.g.

GDPR

Mar 17, 2026

General

PromptBeginner5 minmarkdown

- Add necessary secure imports (e.g.

secrets

Mar 17, 2026

Find agent skills by outcome

- Outline statistical approaches for identifying differentially expressed genes

- 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

SHOULD focus on practical

AVOID constructions like “…not just this

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

SHOULD use short

Make AI responses sound more Human-like

- Focus on high-concurrency scenarios

- Measure latency

- Once approved

- Focus only on the flowers

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

AI Performance & Deep Testing Engineer

bleach

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

- 🔑 Auth & Access Control (e.g.

- 📋 Compliance (e.g.

- Add necessary secure imports (e.g.

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