General
PromptBeginner5 minmarkdown
- [ ] Identify missing connection pooling (`requests.Session`
`aiohttp.ClientSession`)
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General
PromptBeginner5 minmarkdown
- [ ] Find dependencies installed from non-PyPI sources (git URLs
local paths)
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General
PromptBeginner5 minmarkdown
- [ ] Check for proper cookie flags (`secure`
`httponly`
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General
PromptBeginner5 minmarkdown
- [ ] Detect missing security headers (CSP
HSTS
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General
PromptBeginner5 minmarkdown
- [ ] Check for `requests.get(url
verify=False)` — disables TLS verification
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General
PromptBeginner5 minmarkdown
- [ ] Check for proper password hashing (`bcrypt`
`argon2` — NOT `hashlib.md5/sha256`)
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General
PromptBeginner5 minmarkdown
- [ ] Identify missing CSRF protection (Django `@csrf_exempt` overuse
Flask-WTF missing)
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General
PromptBeginner5 minmarkdown
- [ ] Identify weak hash algorithms (`md5`
`sha1`) for security operations
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General
PromptBeginner5 minmarkdown
- [ ] Find JWT implementation flaws (algorithm confusion
missing expiry validation)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded credentials
API keys
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General
PromptBeginner5 minmarkdown
- [ ] Detect file permissions too permissive (`os.chmod(path
0o777)`)
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General
PromptBeginner5 minmarkdown
- [ ] Identify missing file encoding specification (`open(f
encoding=utf-8)`)
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General
PromptBeginner5 minmarkdown
- [ ] Find caches (`dict`
`lru_cache`) without size limits — unbounded memory growth
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Identify GIL assumptions for thread safety (only protects Python bytecode
not C extensions)
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General
PromptBeginner5 minmarkdown
- [ ] Find blocking calls inside `async` functions (`time.sleep`
sync I/O
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General
PromptBeginner5 minmarkdown
- [ ] Find `except` blocks that catch too broadly (`except (Exception
BaseException):`)
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General
PromptBeginner5 minmarkdown
- [ ] Find resource acquisition without `with` statement (files
locks
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General
PromptBeginner5 minmarkdown
- [ ] Find bare `except:` clauses — catches `SystemExit`
`KeyboardInterrupt`
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Coding & Debugging
PromptBeginner5 minmarkdown
You are an expert Python code reviewer with 20+ years of experience in enterprise software development
security auditing
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General
PromptBeginner5 minmarkdown
- [ ] Identify `dict`
`list`
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Coding & Debugging
PromptBeginner5 minmarkdown
Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt
# COMPREHENSIVE PYTHON CODEBASE REVIEW
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General
PromptBeginner5 minmarkdown
Before manual review
run these tools and include findings:
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General
PromptBeginner5 minmarkdown
After completing the review
provide:
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General
PromptBeginner5 minmarkdown
- Security vulnerabilities (injection
auth bypass)
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