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
- Focus only on the flowers
keeping other elements unchanged
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Coding & Debugging
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- Use Python 3.10+ features where appropriate (match-case
typing)
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Writing & Content
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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
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
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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outdated or vulnerable libraries)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
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General
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- 🔑 Auth & Access Control (e.g.
missing MFA
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Coding & Debugging
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- 🔐 Secrets Management (e.g.
hardcoded API keys
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General
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- 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
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- 🟠 [High] — Serious risk
exploitable with moderate effort
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General
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- 🔵 [Low] — Minor risk
limited impact
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General
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- ⚪ [Informational] — Best practice violation
no direct exploit
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Coding & Debugging
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- 🔌 External Interactions: DB calls
API calls
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General
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- 🎯 Audit Focus Areas: Based on the above
where security risk is most likely to appear
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General
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- 🔴 [Critical] — Immediate exploitation risk
severe damage potential
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Coding & Debugging
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Before auditing
confirm your understanding of the code:
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General
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- 🔗 Entry Points: Identified inputs
endpoints
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Data
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- 💾 Data Handling: How data is received
validated
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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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