Coding & Debugging
PromptBeginner5 minmarkdown
- Include concrete
implementable code fixes for every finding
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Coding & Debugging
PromptBeginner5 minmarkdown
- Programming language
framework
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Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed security audit findings and any code snippets to `TODO_diff-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
- **Dynamic query construction**: String concatenation used to build SQL
LDAP
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Debug mode in production paths**: Development flags
verbose logging
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Data
PromptBeginner5 minmarkdown
- **Verbose error responses**: Stack traces
SQL queries
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded secrets**: API keys
passwords
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Data
PromptBeginner5 minmarkdown
- Verify raw SQL queries use parameterized statements
not f-strings
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Coding & Debugging
PromptBeginner5 minmarkdown
- Validate that SECRET_KEY comes from environment variables
not source code
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Coding & Debugging
PromptBeginner5 minmarkdown
- Check for base64-encoded secrets
environment variable values
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Coding & Debugging
PromptBeginner5 minmarkdown
- Include concrete code fixes with exact syntax
not abstract recommendations
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Remediation instructions include specific code snippets
not vague advice
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Coding & Debugging
PromptBeginner5 minmarkdown
- Output encoding is context-aware (HTML
JavaScript
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Coding & Debugging
PromptBeginner5 minmarkdown
- Hardcoded credentials
API keys
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Coding & Debugging
PromptBeginner5 minmarkdown
- Detect debug modes
verbose error output
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Coding & Debugging
PromptBeginner5 minmarkdown
- Search for hardcoded secrets
API keys
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Coding & Debugging
PromptBeginner5 minmarkdown
- Note the programming language
framework
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Data
PromptBeginner5 minmarkdown
- Classify changes by risk category (auth
data handling
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Assess** code quality risks that create security vulnerabilities: race conditions
null pointer dereferences
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Flag** security misconfigurations including debug modes
missing security headers
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Coding & Debugging
PromptBeginner5 minmarkdown
- **Identify** sensitive data exposure such as hardcoded secrets
API keys
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Data
PromptBeginner5 minmarkdown
- **Scan** staged git diffs for injection flaws including SQLi
command injection
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Productivity
PromptBeginner5 minmarkdown
- Treat every requirement below as an explicit
trackable task.
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Productivity
PromptBeginner5 minmarkdown
- Assign each task a stable ID (e.g.
TASK-1.1) and use checklist items in outputs.
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