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 18, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

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

typing)

Mar 18, 2026

General

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- Focus only on the flowers

keeping other elements unchanged

Mar 18, 2026

General

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bleach

cryptography)

Mar 18, 2026

General

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- Add necessary secure imports (e.g.

secrets

Mar 18, 2026

General

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- 📋 Compliance (e.g.

GDPR

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General

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- 🔑 Auth & Access Control (e.g.

missing MFA

Mar 18, 2026

General

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- 📦 Dependency Risk (e.g.

outdated or vulnerable libraries)

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General

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- 🏗️ Infrastructure (e.g.

HTTPS enforcement

Mar 18, 2026

Find agent skills by outcome

${style:Visual style preference (minimal

“can

Academic Paper Figure Generator - Nano Banana Pro

AVOID output warnings or notes

AVOID constructions like “…not just this

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

AVOID common setup language in any sentence

SHOULD use short

SHOULD focus on practical

Make AI responses sound more Human-like

- Focus on high-concurrency scenarios

- Once approved

- Provide a final report including raw data

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

- Measure latency

AI Performance & Deep Testing Engineer

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

- Focus only on the flowers

bleach

- Add necessary secure imports (e.g.

- 📋 Compliance (e.g.

- 🔑 Auth & Access Control (e.g.

- 📦 Dependency Risk (e.g.

- 🏗️ Infrastructure (e.g.

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