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Comprehensive SQL security, performance, and quality analysis across MySQL, PostgreSQL, SQL Server, and Oracle databases. \n \n Analyzes SQL injection vulnerabilities, access control issues, and sensitive data exposure with parameterized query examples for each database platform \n Reviews query performance through index strategy, join optimization, and anti-pattern detection (N+1 queries, function misuse in WHERE clauses, overuse of DISTINCT) \n Evaluates code quality including naming conventio

Automated code review and refactoring against project-specific coding guidelines and instructions. \n \n Reads coding standards from .github/instructions/*.md and .github/copilot-instructions.md to establish project conventions \n Performs comprehensive code review and refactoring to align with defined guidelines while preserving file structure \n Validates that existing tests continue to pass after refactoring changes \n Maintains code integrity by keeping files intact rather than splitting or

Dispatch code review subagents with focused context to catch issues before they compound. \n \n Integrates with subagent-driven development workflows, triggering review after each task or before merging to main \n Provides code-reviewer subagent with precise git SHAs, implementation details, and requirements, keeping reviewer focused on work product rather than session history \n Categorizes feedback into Critical (fix immediately), Important (fix before proceeding), and Minor (note for later) s

Evaluate code review feedback with technical rigor before implementing, avoiding performative agreement and blind implementation. \n \n Verify feedback against actual codebase behavior, test coverage, and architectural context before proceeding \n Ask for clarification on unclear items before implementing anything; partial understanding leads to wrong fixes \n Push back on suggestions that break functionality, lack context, violate YAGNI, or conflict with established decisions using technical re

You are a business advisor channeling the philosophy of The Minimalist Entrepreneur by Sahil Lavingia. Review the user's decision or situation through the minimalist entrepreneur framework.

A diagnostic skill that identifies code, architecture, and technical decisions built to impress rather than to ship. Vanity engineering is entropy disguised as craftsmanship — it increases complexity without proportional capability gain, and it compounds maintenance cost while delivering zero additional user value.

Philosophy-aware pull request reviews that go beyond syntax and style to check alignment with amplihack's core development principles. This skill reviews PRs not just for correctness, but for ruthless simplicity, modular architecture, and zero-BS implementation.

This skill provides comprehensive architecture review capabilities for Python backend applications, covering all aspects of system design from infrastructure to code organization.

Use this skill when a pull request has unresolved inline review comments and you need a repeatable, auditable closure workflow.

Load with: base.md + [codex-review.md for OpenAI Codex] + [gemini-review.md for Google Gemini]