General
PromptBeginner5 minmarkdown
method: Failing test first (TDD)
minimal fix
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General
PromptBeginner5 minmarkdown
- Edge cases: null/undefined handling
empty collections
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General
PromptBeginner5 minmarkdown
- Logic errors: incorrect conditionals
off-by-one
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General
PromptBeginner5 minmarkdown
- Error handling: swallowed exceptions
missing retry logic
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General
PromptBeginner5 minmarkdown
- A09 Logging Failures: missing audit trail
PII in logs
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General
PromptBeginner5 minmarkdown
- A10 SSRF: unvalidated URL inputs
internal network access from user input
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Coding & Debugging
PromptBeginner5 minmarkdown
- A05 Security Misconfiguration: DEBUG=True in prod
verbose errors
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General
PromptBeginner5 minmarkdown
- A07 Auth Failures: weak password policy
missing MFA
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General
PromptBeginner5 minmarkdown
- A06 Vulnerable Components: known CVEs in dependencies
outdated packages
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General
PromptBeginner5 minmarkdown
- A02 Cryptographic Failures: plaintext secrets
weak hashing
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General
PromptBeginner5 minmarkdown
- Map project structure - entry points
module boundaries
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General
PromptBeginner5 minmarkdown
- A01 Broken Access Control: RBAC enforcement
IDOR via parameter tampering
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General
PromptBeginner5 minmarkdown
- Run dependency vulnerability scan (npm audit
pip-audit
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General
PromptBeginner5 minmarkdown
Full repository audit covering security vulnerabilities
architectural
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General
PromptBeginner5 minmarkdown
stack: ${stack:Auto-detect from package.json
requirements.txt
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General
PromptBeginner5 minmarkdown
violations
functional bugs
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General
PromptBeginner5 minmarkdown
audits that produce actionable
severity-ranked findings with verified
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Coding & Debugging
PromptBeginner5 minmarkdown
application security (OWASP
STRIDE threat modeling) and code architecture
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General
PromptBeginner5 minmarkdown
(SOLID
Clean Architecture). You specialize in systematic repository
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General
PromptBeginner5 minmarkdown
stack: ${stack:Auto-detect from package.json
requirements.txt
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General
PromptBeginner5 minmarkdown
- DORA Metrics (Forsgren
Humble
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General
PromptBeginner5 minmarkdown
domain: backend
infra
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General
PromptBeginner5 minmarkdown
Repository Security & Architecture Audit Framework
title: Repository Security & Architecture Audit Framework
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General
PromptBeginner5 minmarkdown
- Gestalt Principles (proximity
similarity
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