1. Software Development

Initializes Callabo service workspaces with support for new workspace creation, branch management, service component selection, port configuration, and inter-service integration.

Enables parallel code implementation by multiple agents using planning documents, safe within context limits. Activated by 'background implementation' requests.

Provides a technical guide for implementing license key management, including activation, validation, and access control using Dodo Payments for software product access control.

Guides users in creating Git commits and pull requests with security verification to prevent sensitive data leakage.

Debugs WebGL applications by providing GPU trace acquisition to diagnose texture issues, rendering anomalies, and shader bugs.

Starts the Wasp development server with full debugging visibility, including server logs and browser console access for client-side error resolution.

Adds Wasp's built-in full-stack features (authentication, email, database setup, styling) to your application with minimal configuration.

Reviews Brane SDK code for correctness, Java 21 patterns, type safety, and architectural consistency in pull requests.

Configures JAVA_HOME and PATH environment variables for Java 21 in PowerShell, enabling immediate Java development setup.

Debugs software issues by analyzing errors, stack traces, and leveraging library documentation and known error patterns.

Provides efficient file I/O utilities for reading JSONL, multi-format data, and serialization within the speedy_utils library.

Analyzes TappsCodingAgents framework effectiveness via usage patterns, workflow adherence, and code quality metrics to deliver actionable improvement recommendations.

Refactors code for improved quality, performance, and structure using Context7 refactoring patterns.

Generates and executes unit, integration, and test suites with Context7 framework documentation support.

Provides objective code quality metrics, security analysis, and actionable feedback through linting, type checking, and duplication detection.

A guide to implementing multithreading and multiprocessing in Python, including use cases, best practices, and examples with speedy_utils library.

Assists in writing production-ready code by adhering to project patterns and providing Context7 library documentation lookup for feature implementation and bug fixes.

Assists in system and security architecture design, including architecture diagrams and technology selection.

Guides implementation of memory, disk, and hybrid caching strategies for sync and async functions using speedy_utils.

Provides end-to-end development for Astro sites using React, Tailwind CSS, and Cloudflare Workers deployment.

Generates and adjusts Hono-based APIs according to user requirements for streamlined backend development.

Enables writing auditable, trackable, and repeatable workflows as MoonBit code, turning plans into runnable programs for version control and iterative improvement.

Systematically diagnoses Brane SDK issues including transaction failures, RPC errors, and encoding mismatches.

Automates verification, testing, and commit preparation for Brane SDK changes, ensuring impact validation before final commit.