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Unity Template Generator

Generates production-ready Unity C# script templates that follow industry best practices and performance standards.

Unity Script Validator

Validates Unity C# scripts against industry-standard best practices and performance patterns to ensure high-quality game development.

MCP OAuth & Credential Setup

Simplifies the implementation of secure OAuth flows and credential management for Model Context Protocol (MCP) server integrations.

Writing Stickiness & Persuasion

Enhances writing using the SUCCESs framework to make messages more memorable and persuasive.

Delegation Prompt Crafter

Transforms clarified user requests into structured, context-rich prompts optimized for seamless handoffs between specialist AI agents.

Better Stimulus

Applies opinionated best practices and SOLID principles to write maintainable, reusable StimulusJS controllers.

MCP Server Manager

Manages the lifecycle of Model Context Protocol (MCP) servers across multiple AI coding agents including Claude Code, Cursor, and VS Code.

Claude Plugin Manager

Streamlines the entire lifecycle of Claude Code plugins from initial boilerplate creation and validation to marketplace publishing and official directory submission.

GraphRAG System Design

Designs complete GraphRAG architectures by integrating graph databases, vector stores, and LLM reasoning for complex data retrieval.

GitHub Agentic Workflow Adoption

Automates the integration and management of GitHub Agentic Workflows to streamline repository tasks and CI/CD processes.

Skill Ecosystem & Lifecycle Manager

Manages the complete lifecycle of AI coding skills, enabling discovery, installation, and cross-agent synchronization across 40+ platforms.

Knowledge Graph Construction

Designs and builds structured knowledge graphs from unstructured data to ground LLM reasoning and enhance RAG systems.

Writing Pre-Publishing Checklist

Conducts a systematic six-point quality inspection to ensure written content is polished and ready for publication.

Subagents Management

Orchestrates the creation, organization, and lifecycle management of specialized subagents and custom skill sets for Claude Code and Codex CLI.

Claude Agent SDK Architect

Architects and implements production-grade autonomous agents using Anthropic's official SDK for Python and TypeScript.

Writing Structure Planner

Architects complex writing projects using professional diagramming methods to ensure logical flow and reader engagement.

Multitask Parallel Developer

Executes multiple independent coding tasks simultaneously in isolated environments to accelerate development cycles.

Hooks & Automation Management

Manages lifecycle hooks and shell command automation to customize and secure AI agent behavior.

Awesome-Copilot Sync

Monitors and reports version drift between local Amplihack integrations and the upstream Awesome-Copilot repository.

Technical Blog Post Writer

Transforms raw project data, research notes, and code into structured, narrative-driven technical blog posts.

.NET Exception Handling Optimizer

Analyzes and remediates common .NET exception handling anti-patterns to improve application reliability and security.

Philosophy Compliance Workflow

Enforces architectural integrity and radical simplicity through systematic code reviews based on the amplihack philosophy.

MarkItDown Document Converter

Converts diverse document formats including PDF, Office files, and images into clean, LLM-ready Markdown.

Knowledge Graph Embedding Fusion

Designs sophisticated embedding strategies that fuse semantic and structural graph data for advanced knowledge representation.

Slide Studio

Generates and modifies professional PowerPoint presentations through direct XML manipulation and template application.

Salesforce Debugging & Log Analysis

Automates Salesforce debug log analysis to identify governor limit issues, performance bottlenecks, and root causes for Apex exceptions.

Pre-Commit Manager

Automates the installation, configuration, and management of Git pre-commit hooks using language-specific templates and preference memory.

Settings Management

Configures and manages settings for AI coding agents including Claude Code and Codex CLI across multiple scopes.

Claude Code Optimizer

Audits and optimizes repository configurations to improve AI agent performance and development autonomy.

Professional Writing Revision

Refines and polishes existing drafts using a systematic three-pass system to improve clarity, brevity, and flow.