Assess how AI-like a piece of writing sounds, score the smell, identify the strongest signals, and recommend whether it needs cleanup, rewriting, or humanize-writing. Use when reviewing pasted text, drafts, blog posts, docs, emails, social posts, marketing copy, or any prose for robotic tone, generic polish, formulaic phrasing, translation artifacts, and missing human specificity.
Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, generates visual diagrams, documents implementation patterns, and provides extensible blueprints for maintaining architectural consistency and guiding new development.
Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures.
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes
Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequence diagrams, ER diagrams, UML class diagrams, network topology, layout strategy, the hediet.vscode-drawio VS Code extension, and the full agent workflow from request to a ready-to-open file.
Universal SQL assistant covering comprehensive security, maintainability, code quality, and performance optimization across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Handles SQL injection prevention, access control, code standards, anti-pattern detection, query tuning, indexing strategies, execution plan analysis, pagination, batch operations, and performance monitoring.