1. Software Development

Provides expert guidance for using vibe-validate, an LLM-optimized tool for orchestrating validation in TypeScript projects, including configuration and pre-commit workflows.

Guides developers in creating and implementing Claude Code plugin hooks for events like PreToolUse, PostToolUse, and session management using prompt-based hooks API.

Guides creation and structuring of slash commands in Claude Code, covering arguments, YAML frontmatter, dynamic features, and development best practices.

Guides developers in creating and structuring agents for Claude Code plugins, covering system prompts, triggering conditions, and best practices.

Provides Dart FFI patterns and best practices for native code integration, memory management, and creating bindings.

Assists with Go project development including patterns, architecture, services, repositories, and testing.

Builds native libraries for liboqs across iOS, Android, macOS, Linux, and Windows platforms.

Adds new cryptographic API endpoints to liboqs_dart for implementing KEM algorithms, signature schemes, and extending cryptographic library functionality.

Updates the liboqs native library version, handling dependency checks, upgrades, and version bumps.

Executes automated unit and integration tests to validate code functionality and ensure software quality.

Reviews Obsidian plugin code against official guidelines, suggesting improvements for compliance, security, and quality before community store submission.

Helps developers navigate the EvaAPI codebase to locate models, services, controllers, and database entity-related code efficiently.

Provides a unified API for function calling and tool use across multiple LLM providers, enabling consistent agent implementation.

Provides standardized guidelines for writing consistent, maintainable React components with best practices and patterns.

Creates or removes feature flags in a database to enable dynamic feature management without code deployment.

Provides a unified API for extracting structured data from LLMs, supporting multiple providers with automatic JSON schema validation and parsing.

Provides unified access to LLM provider SDKs for switching between OpenAI, Anthropic, Google, and Ollama with provider-specific feature support.

Guides developers on integrating the Commonplace Design System into React components for consistent UI implementation and development efficiency.

Generates database migration scripts to modify schema structures including adding, removing, or altering columns, tables, and indexes.

Starts a Telegram Webhook server for bot communication, enabling real-time message handling via HTTP callbacks.

Provides best practices for optimizing uv package manager usage in Python development workflows, including dependency management and project setup.

Implements code using the latest Python 3.12+ features and best practices for modern software development.

Runs multiple linters (ESLint, Oxlint, TypeScript, Biome) in parallel with unified JSON output for pre-commit code quality checks.

Creates TDD-aligned TODO lists from approved DESIGN.md for seamless developer implementation.