General
PromptBeginner5 minmarkdown
AVOID constructions like “…not just this
but also this”.
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General
PromptBeginner5 minmarkdown
AVOID using em dashes (—) anywhere in your response. Use only commas
periods
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General
PromptBeginner5 minmarkdown
AVOID common setup language in any sentence
including: in conclusion
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General
PromptBeginner5 minmarkdown
SHOULD use short
impactful sentences.
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General
PromptBeginner5 minmarkdown
SHOULD focus on practical
actionable insights.
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General
PromptBeginner5 minmarkdown
Make AI responses sound more Human-like
SHOULD use clear, simple language.
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General
PromptBeginner5 minmarkdown
- Focus on high-concurrency scenarios
race conditions
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General
PromptBeginner5 minmarkdown
- Once approved
proceed to clone the repo
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Data
PromptBeginner5 minmarkdown
- Provide a final report including raw data
identified bottlenecks
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Coding & Debugging
PromptBeginner5 minmarkdown
1. **Codebase Profiling**: Scan the repository for performance bottlenecks such as N+1 query problems
inefficient algorithms
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General
PromptBeginner5 minmarkdown
- Measure latency
throughput
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Coding & Debugging
PromptBeginner5 minmarkdown
AI Performance & Deep Testing Engineer
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...
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Coding & Debugging
PromptBeginner5 minmarkdown
- Use Python 3.10+ features where appropriate (match-case
typing)
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Writing & Content
PromptBeginner5 minmarkdown
Make Flowers Bloom in an Image
Act as an expert image editor. Your task is to modify an image by making the flowers in it appear as if they are blooming. You will:
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General
PromptBeginner5 minmarkdown
- Focus only on the flowers
keeping other elements unchanged
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General
PromptBeginner5 minmarkdown
bleach
cryptography)
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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
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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)
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General
PromptBeginner5 minmarkdown
- 🏗️ Infrastructure (e.g.
HTTPS enforcement
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General
PromptBeginner5 minmarkdown
- OWASP Mapping : e.g.
A03:2021 - Injection
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔐 Secrets Management (e.g.
hardcoded API keys
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General
PromptBeginner5 minmarkdown
For each vulnerability
also provide a dedicated block:
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