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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.
On-Demand Incus Boxes with pu
Development
Provision and manage ephemeral Incus containers for CI, builds, and evidence capture. Use pu to spin up, connect, and destroy remote Linux hosts.
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.
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.
Create GitHub PR with issue link
Development
Push branch and create a GitHub PR with a concise, issue-linked description, including mandatory changelog update.
GitHub CLI Setup and Usage
Development
Install and configure GitHub CLI (gh) for AI agents, including authentication via GITHUB_TOKEN and proxy-aware usage of gh commands with -R for GitHub API operations.
MCP Server Patterns
Development
Build MCP servers with Node/TypeScript: tools, resources, prompts, Zod validation, stdio vs HTTP transport. Verify current API via Context7.