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Bisimulation Game

Verifies and synchronizes functional equivalence across AI agent states using formal game theory and coinductive types.

SCUM Score Resource Monitor

Identifies and manages system resource consumption using triadic classification to maintain optimal performance and process health.

ActiveRecord Query Patterns

Optimizes Ruby on Rails database interactions using advanced ActiveRecord patterns, query optimization, and PostgreSQL-specific features.

Social Emergence Protocol

Bootstraps complex social behaviors and communication patterns in distributed agent systems using minimal interaction rules.

iOS & tvOS Security Best Practices

Implements enterprise-grade security standards for iOS and tvOS applications including secure storage, network hardening, and credential protection.

Derivational Pipe Coordinator (cat)

Coordinates functional transformations through derivational pipe chaining and GF(3) state tracking.

Accessibility Patterns for Flutter

Implements WCAG 2.2 Level AA accessibility standards in Flutter applications through standardized patterns for semantics, screen readers, and navigation.

Action Cable & WebSocket Patterns

Implements secure, real-time WebSocket functionality in Ruby on Rails applications using proven architectural patterns and security best practices.

Joker Lint

Provides lightning-fast Clojure linting and static analysis without the JVM overhead.

Skill Creator

Guides the creation and refinement of standardized Codex skills through structured templates, naming conventions, and validation workflows.

Production Incident Fix Verification

Validates production incident resolutions through mandatory evidence-based checks including logs, metrics, and database states.

Nuxt Module Builder & Sync

Streamlines the creation and standardization of Nuxt modules with best-practice architecture and automated testing setups.

Algorithmic Art Creator

Generates sophisticated, interactive generative art and computational visualizations using p5.js and seeded randomness.

World Extractable Value (WEV)

Quantifies and extracts economic value from coordination inefficiencies and world transitions using Markov blanket arbitrage and Multiverse Finance.

WorldMat-TiDAR: Parallel Triadic Computation

Orchestrates complex 3×3×3 parallel TiDAR executions for balanced, reproducible triadic computation across temporal and polarity axes.

RSpec Testing Patterns

Implements enterprise-grade RSpec testing patterns for robust Ruby on Rails application development.

Borkdude ClojureScript Runtime Selector

Guides the selection and implementation of the optimal ClojureScript runtime for scripts, browsers, and embedded environments.

Browser Automation

Automates web browser interactions for testing, debugging, and UI verification within the Claude Code environment.

Accessibility Patterns for Rails

Implements WCAG 2.2 Level AA compliant user interfaces in Rails applications using best-practice ARIA, keyboard navigation, and focus management patterns.

Sidekiq & Async Rails Patterns

Implements robust, enterprise-grade background job processing using Sidekiq and ActiveJob in Ruby on Rails applications.

Swift Conventions & Best Practices

Standardizes Swift and iOS development by enforcing naming conventions, file structure, and modern coding patterns for maintainable codebases.

WEV Orderless World Value

Facilitates parallel value extraction and knowledge arbitrage across distributed ledger environments using GF(3) conservation principles.

Dynamical Systems Semi-Conjugacy

Analyzes and maps surjective relationships between dynamical systems to understand qualitative behaviors and structural stability.

Clean Architecture Patterns for Flutter

Implements enterprise-grade software architecture by enforcing layer separation and dependency inversion in mobile applications.

AT Protocol Data Ingest

Extracts and ingests social graph data and content from the AT Protocol and Bluesky into structured formats.

Context Engineering for AI Agents

Provides structured patterns and guidance for building high-performance, production-grade AI agent systems through advanced context management.

Claude Compass Best Practices

Enforces rigorous development standards and architectural patterns for the Claude Compass ecosystem, covering Tree-sitter parsers, database migrations, and core service implementation.

Unstable Manifold Analysis

Analyzes points diverging from equilibrium to identify qualitative behaviors, bifurcations, and long-term dynamics in complex systems.

Sidekiq & Async Patterns

Implements robust background job processing and asynchronous architecture in Ruby on Rails using Sidekiq best practices.

Semantic Search & Document Parsing

Parses complex documents and performs high-speed semantic keyword searches across large collections using Rust-powered CLI tools.