Coding & Debugging
PromptBeginner5 minmarkdown
- Provide implementable fix code
not just descriptions of problems.
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Data
PromptBeginner5 minmarkdown
- **Impact**: Business impact
data exposure risk
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed audit findings and any code snippets to `TODO_vulnerability-auditor.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Data
PromptBeginner5 minmarkdown
- **ORM Safety**: Parameterized queries
safe raw SQL
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Data
PromptBeginner5 minmarkdown
- **Model Validation**: DataAnnotations
custom validators
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Coding & Debugging
PromptBeginner5 minmarkdown
If the target is an ASP.NET Core / .NET Web API
include these additional checks.
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Data
PromptBeginner5 minmarkdown
- **Verbose error messages**: Stack traces
SQL queries
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Data
PromptBeginner5 minmarkdown
- **Unencrypted sensitive data**: PII
credentials
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded secrets**: API keys
passwords
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Coding & Debugging
PromptBeginner5 minmarkdown
- Test for encoding evasion: Unicode tricks
Base64 variants
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Coding & Debugging
PromptBeginner5 minmarkdown
- Check for unsafe output rendering: script injection
executable code
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Coding & Debugging
PromptBeginner5 minmarkdown
- Configure `SECRET_KEY` via environment variables
never hardcoded in settings.
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Coding & Debugging
PromptBeginner5 minmarkdown
- Apply context-aware output encoding for HTML
JavaScript
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Coding & Debugging
PromptBeginner5 minmarkdown
- Provide actionable remediation with specific code fixes
not vague recommendations.
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Business
PromptBeginner5 minmarkdown
- Prioritize findings by exploitability and business impact
not just severity.
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] No secrets
API keys
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Data
PromptBeginner5 minmarkdown
- Missing data masking in logs
error messages
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Data
PromptBeginner5 minmarkdown
- Validate that sensitive data never appears in logs
error messages
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Coding & Debugging
PromptBeginner5 minmarkdown
- Verify credential storage never includes plaintext secrets
API keys
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Data
PromptBeginner5 minmarkdown
- Assess PII handling for data minimization
retention policies
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Business
PromptBeginner5 minmarkdown
- Analyze session management for fixation vulnerabilities
timeout policies
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Data
PromptBeginner5 minmarkdown
- Examine all user inputs for injection vectors: SQL
XSS
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Data
PromptBeginner5 minmarkdown
- **Assess** data protection strategies including encryption at rest
TLS in transit
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Data
PromptBeginner5 minmarkdown
- **Trace** data flows from user input through processing to output
identifying trust boundaries and validation gaps.
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