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Interactive SDLC Workflow

Orchestrates the complete development lifecycle from initial planning through implementation to final validation and pull request creation.

Systematic Debugging Strategies

Master methodical debugging techniques and root cause analysis to efficiently resolve bugs and performance issues across any technology stack.

QMD Markdown Search

Searches personal markdown knowledge bases and documentation using a local hybrid search engine combining BM25, vector search, and LLM re-ranking.

Async Python Patterns

Implements high-performance Python concurrency patterns using asyncio and non-blocking I/O for scalable applications.

Python Configuration Management

Streamlines Python application settings through environment variables and Pydantic-validated typed objects.

Memory Search

Locates specific project guidelines, coding patterns, and global memories using full-text search within Claude Code.

Layton Personal Assistant

Manages user attention, focus, and external system briefings through standardized protocols and background errands.

OpenSpec Change Archiver

Finalizes and archives completed implementation changes within the OpenSpec experimental workflow.

OpenSpec Task Implementer

Implements structured development tasks from OpenSpec changes by automating the execution loop and maintaining progress state.

OpenSpec Bulk Change Archiver

Archives multiple completed OpenSpec changes simultaneously while intelligently resolving specification conflicts based on codebase implementation.

OpenSpec Explore Mode

Transforms Claude into a dedicated thinking partner for architectural exploration, problem-solving, and requirement clarification.

OpenSpec Change Fast-Forward

Automates the sequential generation of all OpenSpec artifacts required to begin feature implementation in a single, streamlined workflow.

OpenSpec Change Verifier

Validates software implementations against specifications, tasks, and design documents to ensure project consistency before archiving.

OpenSpec Workflow Assistant

Automates the progression of software change specifications by generating structured artifacts based on project context and rules.

Implementation Plan Executor

Executes complex implementation plans with automated task selection, dependency management, and progress tracking.

Backend Architecture Patterns

Implements industry-standard backend architectures like Clean Architecture, Hexagonal Architecture, and Domain-Driven Design to build scalable systems.

Unity ECS & DOTS Patterns

Implements high-performance, data-oriented game logic using Unity's Entity Component System, Job System, and Burst Compiler.

Temporal Python Testing

Implements robust testing strategies for Temporal workflows using pytest, time-skipping, and comprehensive activity mocking.

Python Type Safety

Implements robust Python type systems using modern type hints, generics, and protocols to ensure static type safety and code reliability.

Turborepo Caching Optimizer

Optimizes monorepo build performance by configuring advanced Turborepo caching, pipeline dependencies, and remote acceleration.

Linkerd Service Mesh Patterns

Implements lightweight, security-focused service mesh patterns for Kubernetes using Linkerd.

Implementation Plan Manager

Transforms complex design documents into structured, actionable implementation plans with automated progress tracking.

Architecture Decision Records (ADR)

Document and maintain significant technical decisions using standardized Architecture Decision Record patterns and lifecycle management.

Python Performance Optimizer

Profiles and optimizes Python applications to resolve performance bottlenecks and reduce resource consumption.

Billing Automation

Builds and manages robust automated billing systems for SaaS subscriptions, recurring payments, and dunning workflows.

Memory Feedback Management

Refines AI memory accuracy by processing user feedback, confidence scoring, and automated reinforcement signals.

Obsidian Markdown Support

Generates and manages Obsidian Flavored Markdown with full support for wikilinks, callouts, and frontmatter properties.

Python Code Style & Documentation

Standardizes Python codebases using modern linting, formatting, naming conventions, and documentation best practices.

Web Component Design

Architects high-quality, reusable UI components using modern frameworks like React, Vue, and Svelte with advanced composition patterns.

Istio Traffic Management

Configures advanced service mesh traffic policies, including canary deployments, circuit breakers, and intelligent routing for Kubernetes workloads.