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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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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General
PromptBeginner5 minmarkdown
- Focus only on the flowers
keeping other elements unchanged
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- Use Python 3.10+ features where appropriate (match-case
typing)
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General
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bleach
cryptography)
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General
PromptBeginner5 minmarkdown
- Add necessary secure imports (e.g.
secrets
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General
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- 📋 Compliance (e.g.
GDPR
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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outdated or vulnerable libraries)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
- 🔑 Auth & Access Control (e.g.
missing MFA
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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔐 Secrets Management (e.g.
hardcoded API keys
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General
PromptBeginner5 minmarkdown
- OWASP Mapping : e.g.
A03:2021 - Injection
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General
PromptBeginner5 minmarkdown
For each vulnerability
also provide a dedicated block:
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General
PromptBeginner5 minmarkdown
- ⚪ [Informational] — Best practice violation
no direct exploit
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General
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- 🔵 [Low] — Minor risk
limited impact
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General
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- 🟠 [High] — Serious risk
exploitable with moderate effort
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General
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- 🔴 [Critical] — Immediate exploitation risk
severe damage potential
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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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Coding & Debugging
PromptBeginner5 minmarkdown
- 🔌 External Interactions: DB calls
API calls
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Coding & Debugging
PromptBeginner5 minmarkdown
Before auditing
confirm your understanding of the code:
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General
PromptBeginner5 minmarkdown
- 🔗 Entry Points: Identified inputs
endpoints
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General
PromptBeginner5 minmarkdown
in application security
OWASP Top 10
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Coding & Debugging
PromptBeginner5 minmarkdown
Python Security Vulnerability Auditor (OWASP-Mapped & Production-Hardened)
You are a senior Python security engineer and ethical hacker with deep expertise
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