General
PromptBeginner5 minmarkdown
- [ ] Verify proper build backend (`setuptools`
`hatchling`
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General
PromptBeginner5 minmarkdown
- [ ] Check for names that shadow builtins (`id`
`type`
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General
PromptBeginner5 minmarkdown
- [ ] Check for proper separation: domain
service
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General
PromptBeginner5 minmarkdown
- [ ] Find improper layering (views importing models directly
bypassing services)
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General
PromptBeginner5 minmarkdown
- [ ] Find `type(x) == SomeType` instead of `isinstance(x
SomeType)`
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General
PromptBeginner5 minmarkdown
- [ ] Identify single-letter variable names (except `i`
`j`
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Detect `*args
**kwargs` passthrough that hides actual API
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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
- [ ] Identify missing connection pooling (`requests.Session`
`aiohttp.ClientSession`)
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Data
PromptBeginner5 minmarkdown
- [ ] Identify missing database query optimization (missing indexes
full table scans)
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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
- [ ] 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
- [ ] Check for proper password hashing (`bcrypt`
`argon2` — NOT `hashlib.md5/sha256`)
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General
PromptBeginner5 minmarkdown
- [ ] Detect file permissions too permissive (`os.chmod(path
0o777)`)
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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
- [ ] 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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