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Research-to-Code Pipeline Orchestrator
Development
Orchestrates the entire research pipeline from problem specification to final report, managing dependencies and feedback loops. Use for end-to-end research projects that require structured progression with checkpoints at each stage.
Advanced TypeScript Patterns
Development
Write precise TypeScript with generics, conditional types, branded types, discriminated unions, and type narrowing. Covers advanced type patterns for type-safe code.
SQLite Query Performance Tuning
Development
Specialized in SQLite query performance tuning. Diagnose slow queries, analyze execution plans, and optimize indexes and queries through a measurement-driven workflow.
Frontend Interface Design & Improvement
Development
Design, redesign, audit, and polish production-grade frontend interfaces. Covers UX, accessibility, performance, theming, and design systems.
Mem0 Memory Policy
Development
Views or sets Mem0's memory extraction policy (custom instructions) stored in mem0.md.
METAINFORMANT rules - protein database
Development
METAINFORMANT rules for src/metainformant/protein/database. Use when editing, adding tests, or reviewing code under this path.
Android Kotlin Development
Development
Develop native Android apps with Kotlin using MVVM, Jetpack Compose, Retrofit, Room, and Navigation.
API Design Principles
Development
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers and stand the test of time.
Action Creator
Development
Creates reusable TypeScript action templates for executing email operations with one click in the chat interface.
Z.AI CLI - Multimodal Analysis & Search
Development
CLI tool for multimodal analysis (vision, OCR, UI-to-code, error diagnosis), real-time web search with domain/recency filters, web page to markdown extraction, and GitHub code search/reading. Helps with visual content analysis, web research, and codebase exploration.
Ship It! 🐿️
Development
Finalize and ship changes with quality checks, commits, and PR creation.
Technical Debt Analysis and Remediation
Development
Analyzes a codebase to identify and quantify technical debt across code, architecture, testing, documentation, and infrastructure. Provides impact assessment with cost estimates and prioritizes remediation based on risk and ROI. Useful for teams experiencing slowdowns in development velocity or increasing bug rates.