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 25, 2026

General

PromptBeginner5 minmarkdown

bleach

cryptography)

Mar 25, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

typing)

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General

PromptBeginner5 minmarkdown

- Add necessary secure imports (e.g.

secrets

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General

PromptBeginner5 minmarkdown

- 📋 Compliance (e.g.

GDPR

Mar 25, 2026

General

PromptBeginner5 minmarkdown

- 🔑 Auth & Access Control (e.g.

missing MFA

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General

PromptBeginner5 minmarkdown

- 📦 Dependency Risk (e.g.

outdated or vulnerable libraries)

Mar 25, 2026

Find agent skills by outcome

- Provide tips for visualizing results

- Outline statistical approaches for identifying differentially expressed genes

- Use consistent color scheme (typically blues

${style:Visual style preference (minimal

AVOID common setup language in any sentence

“can

AVOID output warnings or notes

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

- Once approved

- Measure latency

- Focus on high-concurrency scenarios

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

- Focus only on the flowers

AI Performance & Deep Testing Engineer

bleach

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

- Add necessary secure imports (e.g.

- 📋 Compliance (e.g.

- 🔑 Auth & Access Control (e.g.

- 📦 Dependency Risk (e.g.

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