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SDD Plan

Generates comprehensive development specifications and phased implementation plans to ensure precise, production-ready code changes.

ML Pipeline Workflow

Orchestrates end-to-end MLOps pipelines from data preparation and model training through to production deployment.

API Design Patterns

Architects intuitive and scalable REST and GraphQL APIs using industry-standard patterns for endpoints, versioning, and documentation.

Product Feature Specification

Generates structured, production-ready product feature specifications using tiered templates and rigorous PM standards.

Kernel Auth Manager

Simplifies web authentication for Claude by managing secure login sessions and profiles for any website.

Agent Failure Simulation & Testing

Verifies AI agent reliability by running controlled failure simulations and scoring adherence to emergency procedures.

CSS Development

Implements semantic component patterns using Tailwind CSS with built-in dark mode support and automated testing.

Checklist Health Analysis

Optimizes development and QA workflows by analyzing checklist effectiveness and identifying process gaps.

Apple-Style Slide Generator

Generates professional, Apple-inspired presentation decks directly from Markdown using Marp and AI-enhanced content layouts.

Social Media Copy Preview

Generates realistic platform-specific mockup components for previewing AI-generated marketing copy in context.

Claude Code Hooks SDK

Implements automated lifecycle hooks and script extensions to customize and secure Claude Code's execution behavior.

Code Health & Tech Debt Auditor

Scans codebases for technical debt, dead code, and architectural violations to maintain long-term code hygiene.

Structured Feature Implementation

Implements software features from specifications using a rigorous TDD and Clean Architecture workflow.

LangChain Architecture & LLM Orchestration

Architects sophisticated LLM applications using the LangChain framework with advanced patterns for agents, memory, and tool integration.

AI Code Review Workflow

Automates the code quality process by dispatching a specialized subagent to review implementations against requirements before merging.

Continental Philosophy Specialist

Provides expert guidance and structured research workflows for the Continental philosophical tradition from Kant to post-structuralism.

Badger 2350 Hardware Integration

Enables seamless hardware interfacing for the Badger 2350, covering GPIO, I2C sensors, SPI devices, and external electronics.

Golden Circle Purpose Framework

Guides the discovery and articulation of brand purpose using Simon Sinek's Golden Circle and complementary strategic frameworks.

Platform Content Optimization

Optimizes video scripts and content strategies for TikTok, Instagram Reels, and YouTube based on 2025 algorithm updates.

SDLC Automation Framework

Automates and coordinates the entire software development lifecycle through AI-driven agent orchestration.

Multi-Agent System Architecture

Designs and implements sophisticated multi-agent workflows using modular orchestration patterns, hierarchical delegation, and deterministic tool coordination.

Rust Error Handling Expert

Architects resilient Rust applications by implementing idiomatic error handling patterns based on recoverability.

Storybook Integration

Automates the generation of Storybook stories directly from component specifications to accelerate frontend development.

Effect Resource Management

Manages complex resource lifecycles with guaranteed cleanup and interruption safety using Effect TS.

Interactive Code Reviewer

Conducts comprehensive, interactive code reviews and submits categorized comments directly to GitHub using the GitHub CLI.

System Design Field Guide

Provides comprehensive architectural guidance for designing scalable, resilient, and well-defined software systems.

Bun & Hono Testing Suite

Streamlines the creation of automated tests for Bun-based Hono applications using built-in runners and database transactions.

GitHub CLI Operations

Automates GitHub repository management tasks including pull request reviews, issue tracking, and CI status monitoring via the GitHub CLI.

Debugging Strategies

Implements systematic debugging workflows and root cause analysis techniques to identify and resolve complex software defects efficiently.

Unicorn Studio Shaders

Integrates high-performance WebGL shader effects into Next.js applications using the Unicorn Studio visual engine.