Thread-safe data persistence in Swift using actors — in-memory cache with file-backed storage, eliminating data races by design.
Protocol-based dependency injection for testable Swift code — mock file system, network, and external APIs using focused protocols and…
SwiftUI architecture patterns, state management with @Observable, view composition, navigation, performance optimization, and modern…
Load top-performing Shinka programs into agent context using `shinka.utils.load_programs_to_df`, and emit a compact Markdown bundle for…
Update existing design documents (Design Doc / PRD / ADR) with review
Generate .NET MAUI Shell pages, ViewModels, navigation, and source-generated routes using Shiny MAUI Shell
Scan changes, commit, push, and create a PR.
Commit, push, and open a PR to staging in one shot — runs the cleanup pass and, when migrations changed, the db-migrate safety review first
Issue-driven development orchestrator. Turns improvement intent into a well-specified, bilingual issue set; clusters issues into…
Ship phase. Isolated integration test in fresh worktree, PR creation, CI monitoring, auto-fix on failure.
Package, deploy, and verify a playable Three.js or web game.
Automate Shipengine tasks via Rube MCP (Composio).
Real-time shipment monitoring and exception management skill with proactive alerting and customer communication
Use when the user says "done", "ship it", "finish", "complete", "archive", or otherwise indicates the current design is ready to be shipped.
Autonomous app builder that converts plain-English descriptions into
Comprehensive GLSL shader techniques for creating stunning visual effects — ray marching, SDF modeling, fluid simulation, particle…
Scrape, crawl, and extract data from websites.
Provide systematic methodologies for leveraging Shodan as a reconnaissance tool during penetration testing engagements.
Evaluates brand distribution and market density across multiple Shopee regional sites to guide multi-store expansion decisions.
Searches Shopee marketplace products by keyword or title using the Wenmai Sorftime API to return structured e-commerce data.
Debug complex Shopify API issues using cost analysis, request tracing,