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Fabric AI Orchestrator

Orchestrates complex problem-solving by applying 200+ specialized patterns and diverse reasoning strategies to any task.

AI Multimodal Processing

Processes, analyzes, and generates audio, video, image, and document content using Google Gemini's powerful multimodal API.

Chrome DevTools Automation

Automates browser interactions, performance analysis, and web scraping using Puppeteer-based CLI scripts.

Shared Command Patterns

Standardizes error handling, duplicate detection, and metadata management across GitHub-based project requirement workflows.

Database Management & Optimization

Simplifies database schema design, query optimization, and administration for MongoDB and PostgreSQL environments.

Task Breakdown

Decomposes user stories into granular, executable technical tasks with clear acceptance criteria and GitHub Projects integration.

Create Skill Framework

Standardizes the development and organization of new capabilities within a personal AI infrastructure using optimized templates and documentation patterns.

Skill Creator

Provides a standardized workflow and automated tools for designing, developing, and packaging modular Agent Skills with optimized context management.

MCP Server Builder

Guides the creation of high-quality Model Context Protocol (MCP) servers for seamless LLM integration with external services.

Music Theory Visual Design

Implements modern, musically-sophisticated UI components using a specialized color system and Tailwind CSS design patterns.

Typst Physica Documenter

Simplifies the creation of scientific documents and complex mathematical equations using the Typst typesetting system.

MCP Tool Writer

Orchestrates the creation, modification, and registration of Model Context Protocol tools within the Naki mahjong AI assistant framework.

Chrome Browser Automation

Automates Chrome and Chromium instances through a lightweight DevTools Protocol toolkit for navigation, element interaction, and session management.

Gemini CLI Doc Librarian

Manages and resolves Gemini CLI documentation through automated scraping, intelligent indexing, and token-optimized subsection extraction.

Zachman Architecture Analysis

Analyzes enterprise architecture using the Zachman Framework 3.0 to map technical artifacts and business perspectives.

Worktree Isolation

Ensures git operations remain within isolated worktrees to prevent accidental changes to the main branch during multi-tasking.

Enterprise Architecture Gap Analysis

Identifies and bridges architectural gaps by comparing current system implementations with target state visions.

Figma Design Workflow

Generates production-ready Figma mockups from specification issues using hierarchical design systems and approval tracking.

Root Cause Tracing

Systematically identifies the original source of software bugs by tracing execution flow backwards through the call stack.

Isolated Git Worktrees

Automates the creation and setup of isolated Git worktrees for safe, parallel feature development.

Root File Organizer

Automatically categorizes and relocates markdown files from the project root to specialized directories based on content and purpose.

Project Governance Initializer

Initializes a comprehensive three-tier governance framework to align AI assistants and human developers on design principles, strategy, and execution.

Systematic Debugging Framework

Eliminates trial-and-error fixing by enforcing a rigorous four-phase root cause analysis and debugging process.

Finding Code Patterns

Locates and documents existing code implementations and patterns to provide concrete examples for new development.

Governance Framework Verifier

Audits project governance files to ensure consistency, structural integrity, and alignment with core design principles.

Code Review Reception

Standardizes technical evaluation of code review feedback by prioritizing verification and technical rigor over performative agreement.

Condition-Based Waiting

Replaces arbitrary timeouts with intelligent condition polling and event-based waiting to eliminate flaky tests and race conditions.

Testing Anti-Patterns

Enforces robust testing standards by preventing brittle mocks, production code pollution, and implementation-detail testing.

Refining Specifications

Audits software specifications to detect ambiguities and generate prioritized clarification questions that reduce implementation risk.

Dependency Opportunity Scanner

Identifies and replaces custom code implementations with well-maintained open-source libraries through an automated multi-phase workflow.