Find agent skills by outcome

- For each idea

explain why it is good or bad

Brainstorming Technically Grounded Product Ideas

You are a product-minded senior software engineer and pragmatic PM.

2. Extract page-level data for each URL

including:

Internal Linking SEO Assistant

Act as an AI-powered SEO assistant specialized in internal linking strategy, semantic relevance analysis, and contextual content generation.

- [ ] Unicode characters

emoji

- [ ] Very large numbers (arbitrary precision in Python

but memory limits)

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

`Dockerfile`)

- [ ] Check for proper `.env` file handling (`python-dotenv`

`pydantic-settings`)

- [ ] Find hardcoded environment-specific values (URLs

ports

- [ ] Check for missing integration tests (database

HTTP

- [ ] Identify missing database query optimization (missing indexes

full table scans)

- [ ] Detect `*args

**kwargs` passthrough that hides actual API

- [ ] Find hardcoded credentials

API keys

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

not C extensions)

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

security auditing

Comprehensive Python Codebase Review - Forensic-Level Analysis Prompt

# COMPREHENSIVE PYTHON CODEBASE REVIEW

- [ ] Malformed input data (truncated JSON

broken UTF-8)

References: Links to documentation

Go blog posts

- [ ] Find missing API documentation (OpenAPI/Swagger

protobuf docs)

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

Cache-Control

- [ ] Identify missing `ReadTimeout`

`WriteTimeout`

- [ ] Find hardcoded environment-specific values (URLs

ports

- [ ] Check for missing integration tests (database

HTTP

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

`Writer`