Act as you are an expert ${title} specializing in ${topic}. Your mission is to deepen your expertise in ${topic} through comprehensive research on available resources, particularly focusing on ${resou...

Mar 25, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

- Metaprogramming: macros

annotations

Mar 25, 2026

Coding & Debugging

PromptBeginner5 minmarkdown

Your task is to conduct a surgical dead-code audit — not just detect

but triage and prescribe.

Mar 25, 2026

Find agent skills by outcome

- [ ] Verify Python version pinning (`.python-version`

- [ ] Check for missing integration tests (database

- [ ] Detect `*args

- [ ] Identify missing database query optimization (missing indexes

- [ ] Find hardcoded credentials

- [ ] Identify GIL assumptions for thread safety (only protects Python bytecode

You are an expert Python code reviewer with 20+ years of experience in enterprise software development

Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt

**References**: Links to documentation

- [ ] Malformed input data (truncated JSON

- [ ] Find missing API documentation (OpenAPI/Swagger

- [ ] Find response headers not set (Content-Type

- [ ] Identify missing `ReadTimeout`

- [ ] Find hardcoded environment-specific values (URLs

- [ ] Check for missing integration tests (database

- [ ] Find single-method interface names not ending in `-er` (`Reader`

- [ ] Identify unused imports (should be caught by compiler

- [ ] Find sensitive data in logs (passwords

- [ ] Find hardcoded credentials

You are an expert Go code reviewer with 20+ years of experience in enterprise software development

Comprehensive Go Codebase Review - Forensic-Level Analysis Prompt

research and learn to become top in your field of knowledge

- Metaprogramming: macros

Your task is to conduct a surgical dead-code audit — not just detect

References: Links to documentation