Single page smart extraction - articles, docs, blog posts to clean markdown
Structured data extraction - tables, pricing, products, API endpoints with schema
Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces
Operate explicit orchestrator, implementer Triggers: "agent-native factory", "role-shaped agent panes", "persistent workers".
Audit local AI coding-agent sessions with agenttrace.
Optimize content for AI Overviews (formerly SGE), ChatGPT web search, Perplexity, and other AI-powered search experiences.
Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories…
Capture architectural decisions made during Claude Code sessions as structured ADRs.
Full-sweep mode: runs a unified analysis across all quality dimensions — code decay, architecture, tech debt, and test quality — then…
PR code review that surfaces decay risks, design smells, and maintainability issues with concrete Symptom → Source → Consequence → Remedy…
Tech debt assessment that identifies, classifies, and prioritizes maintainability problems — helping teams build a refactoring roadmap…
Bun as runtime, package manager, bundler, and test runner.
C++ coding standards based on the C++ Core Guidelines (isocpp.github.io).
System architecture and API design with multi-AI consensus — use for design reviews and new subsystems
Use when receiving code review feedback before implementing suggestions, especially when feedback is unclear, risky, disputed, or…
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
Generate SEO-optimized competitor comparison and alternatives pages.
Compile .agents knowledge wiki.
Project remaining workflow cost from per-phase averages — warns on budget ceiling overruns
Codified expertise for customs documentation, tariff classification, duty optimization, restricted party screening, and regulatory…
Designs purposeful, secure, and lean database schemas focused on ownership and long-term sustainability.