Business
PromptBeginner5 minmarkdown
- Suggest internal linking strategy (hub → spoke
spoke → hub
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Coding & Debugging
PromptBeginner5 minmarkdown
Brainstorming Technically Grounded Product Ideas
You are a product-minded senior software engineer and pragmatic PM.
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Data
PromptBeginner5 minmarkdown
2. Extract page-level data for each URL
including:
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Unicode characters
emoji
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Very large numbers (arbitrary precision in Python
but memory limits)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Verify Python version pinning (`.python-version`
`Dockerfile`)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Check for proper `.env` file handling (`python-dotenv`
`pydantic-settings`)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded environment-specific values (URLs
ports
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Data
PromptBeginner5 minmarkdown
- [ ] Check for missing integration tests (database
HTTP
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Data
PromptBeginner5 minmarkdown
- [ ] Identify missing database query optimization (missing indexes
full table scans)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Detect `*args
**kwargs` passthrough that hides actual API
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded credentials
API keys
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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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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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Coding & Debugging
PromptBeginner5 minmarkdown
Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt
# COMPREHENSIVE PYTHON CODEBASE REVIEW
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Data
PromptBeginner5 minmarkdown
- [ ] Malformed input data (truncated JSON
broken UTF-8)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find missing API documentation (OpenAPI/Swagger
protobuf docs)
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded environment-specific values (URLs
ports
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Data
PromptBeginner5 minmarkdown
- [ ] Check for missing integration tests (database
HTTP
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Identify unused imports (should be caught by compiler
but check generated code)
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Data
PromptBeginner5 minmarkdown
- [ ] Find sensitive data in logs (passwords
tokens
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Coding & Debugging
PromptBeginner5 minmarkdown
- [ ] Find hardcoded credentials
API keys
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Creative
PromptBeginner5 minmarkdown
negative_prompt: cartoon
illustration
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Coding & Debugging
PromptBeginner5 minmarkdown
Comprehensive Go Codebase Review - Forensic-Level Analysis Prompt
# COMPREHENSIVE GO CODEBASE REVIEW
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