Systematizes the creation of production-grade Model Context Protocol (MCP) servers to extend AI assistant capabilities with custom tools…
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and…
Use when the user wants to commit current changes and open a pull request in one step, or invokes /create-pr
Migrate jQuery 3.x to 4.0.0 safely in WordPress and legacy web projects.
Query, recommend, and switch the Pulp JS engine backend (QuickJS, JavaScriptCore, V8).
Implement, refactor, or review worker-based multithreading in TypeScript/JavaScript apps (browser or Node).
JSF AJAX update rules for the HMIS project.
Use when running Java snippets in JShell or using JShell as a Java REPL or scratchpad.
Queries Chinese BaZi four pillars, Five Elements attributes, and lunar calendar data based on solar birth date and hour via JuheData API.
Parses Chinese resident ID card numbers to extract gender, birthdate, and administrative jurisdiction information via Juhe API.
Guides AI agents to use Jujutsu (jj) for robust, safe, and clean version control in non-interactive / headless environments.
Own Julia-specific decisions about semantics, dispatch, API design, and host conventions for code, comments, docstrings, and Documenter.jl…
Audits changes for additive bias and Iron Law compliance.
Complete guide for Kamino Finance - Solana's leading DeFi protocol for lending, borrowing, liquidity management, and leverage trading.
Formats Python code using the black formatter
Baseline cross-project coding conventions for naming, readability, immutability, and code-quality review.
Next.js 16+ and Turbopack — incremental bundling, FS caching, dev speed, and when to use Turbopack vs webpack.
SwiftUI view refactor/review: layout, DI, Observation, view models.
code review feedback quality analysis best practices consistency checking
Conventional commit workflow with pre-commit checks, auto-staging, and push.
Reviews Python code with an extremely high quality bar for Pythonic patterns, type safety, and maintainability.