1. Software Development

Expert guide for using SQLx, a Rust async SQL toolkit, enabling efficient database interactions in Rust applications.

Customizes S&box component inspector display by modifying properties with Property Attributes for enhanced UX, grouping, constraints, and conditional fields.

Analyzes source code to identify data representations, data flow patterns, and decision logic within a codebase.

Fixes and updates Turborepo configuration, including turbo.json errors, schema migrations, and package-level settings for monorepo task management.

Expert guidance for building production-ready web APIs with Axum 0.8+ in Rust, covering development, refactoring, and structuring.

Enables implementation of trigger and collision systems for interactive game zones and physics interactions in S&box.

Applies unified diff patches with fuzzy matching to handle out-of-date code changes via command line.

Provides semantic code search by meaning, with 'codebase_peek' for location and 'codebase_search' for code content, avoiding exact string matching.

Expert guide for SolidJS development covering reactivity, component patterns, and React migration strategies.

Interactive setup tool for configuring the EDAF v1.0 Self-Adapting System, guiding initial system deployment and customization.

Provides production-ready patterns for CLI tool onboarding, including setup wizards, diagnostics, and error handling to enhance first-time user experience.

Automates configuration and setup of development environments for consistent, efficient software project initiation and coding workflows.

Assists developers in creating conventional commits by analyzing code changes and suggesting optimal commit splits for clarity and maintainability.

Guides developers in building React applications with @fpkit/acss components, covering composition, CSS customization, and accessibility compliance.

Assists in interactive Git rebasing, commit management, and conflict resolution during branch updates and history cleanup.

Fetches npm package and GitHub repository source code to provide implementation details for developers, beyond type definitions.

Provides best practices for database schema migrations, including zero-downtime changes and version control for database evolution.

Automates test generation, verification, and coverage improvement for JavaScript/TypeScript projects using vitest and Playwright.

Guides creation of React components with TypeScript, ensuring type safety and maintainable code structure.

Generates unit, integration, and end-to-end test code for software development workflows.

Reviews projects against established software development patterns and standards to identify gaps and ensure adherence to best practices.

Automates creation and updating of GitHub pull requests with commit analysis and graceful handling of existing PRs.

Loads architectural context to prepare for cognitive tasks such as planning, investigation, and implementation in software development cycles.

Enriches software issues with codebase context, architecture insights, and structured prompts to transform vague tickets into actionable implementation specifications.