1. Software Development

Initializes codebases with hierarchical AGENTS.md documentation to streamline project setup and team collaboration.

Automates creation of new Claude Skills with official structure, validation, and monorepo organization (control-plane/shared/infrastructure).

Executes development tasks via TDD workflow, implementing phase by phase with progress tracking.

Ensures proper import patterns and file paths in maxfuse Jupyter notebooks for seamless code execution and maintainability.

Manages MCP domain integrations by routing to relevant knowledge skills for external service access, enabling creation, auditing, and refinement of service connections.

Reviews Flutter codebases for SOLID compliance, clean architecture adherence, and Riverpod implementation quality to ensure maintainable and scalable applications.

Automates debugging of parenthesis imbalances in Scheme code, resolving common errors like unexpected close parentheses or end-of-file issues.

Fixes symbol selection failures caused by asset-type filter mismatches and incorrect price/volume threshold configurations.

Centralized router for end-to-end plugin lifecycle management, enabling creation, auditing, and refinement through skills-first architecture.

Provides precise configuration diagnosis and repair solutions for Collect-UI framework by analyzing component source code and comparing with underlying library documentation.

Fixes conflicts when a local Python package name matches an existing package on PyPI.

Debugs API 500 errors and unexpected responses by analyzing server logs, common patterns, and Prisma query issues.

Provides AI-powered code analysis, reviews, and second opinions via the opencode CLI in headless mode for developers seeking alternative AI perspectives on their code.

Systematically debugs Flutter application issues including error investigation, bug analysis, and stack trace examination.

Automates safe review and merging of remote branches, including PR handling, feature integration, and stale branch conflict checks.

Guides architectural component selection in Claude Code, including CLAUDE.md rules, subagents, hooks, and MCP for system design.

Provides utilities for Next.js 15 App Router patterns including routing, Server Actions, and data fetching workflows.

Generates new API endpoints adhering to project conventions for backend development.

Provides Django REST Framework patterns for building RESTful APIs with ViewSets, Serializers, and Filters.

Enables efficient testing of code changes on HPC environments using VS Code Remote SSH development with external data directory support.

Automates building and deploying iOS applications to simulators or devices for testing and debugging after code changes.

Identifies and removes silent mock data fallbacks in mobile app screens to debug API loading issues and enforce proper error handling.

Automates reorganizing scattered modules into subpackages while maintaining backwards compatibility through shim layers.

Corrects flawed capital accounting in backtesting systems to ensure accurate equity curves and valid drawdown metrics for trading strategies.