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outdated or vulnerable libraries)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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General
PromptBeginner5 minmarkdown
- 🟠 [High] — Serious risk
exploitable with moderate effort
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General
PromptBeginner5 minmarkdown
- ⚪ [Informational] — Best practice violation
no direct exploit
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General
PromptBeginner5 minmarkdown
- 🔵 [Low] — Minor risk
limited impact
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General
PromptBeginner5 minmarkdown
- 🔴 [Critical] — Immediate exploitation risk
severe damage potential
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔌 External Interactions: DB calls
API calls
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General
PromptBeginner5 minmarkdown
- 🎯 Audit Focus Areas: Based on the above
where security risk is most likely to appear
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