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Frustration Eradication

Enforces persistent user preferences and prevents repetitive AI behavioral regressions through a pre-response validation framework.

Dynamical Systems Semi-Conjugacy

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

Claude Code Plugin Builder

Automates the creation, testing, and distribution of professional Claude Code plugins and extensions.

Epistemic Arbitrage

Exploits knowledge differentials across domains using propagator-based networks and deterministic parallel synthesis.

MXCP Framework Expert

Builds and deploys production-ready MCP servers using the MXCP enterprise framework with SQL and Python.

ETE Toolkit for Phylogenomics

Manipulates, analyzes, and visualizes phylogenetic trees and genomic data with the Environment for Tree Exploration (ETE) framework.

Narya Typed Holes

Facilitates interactive proof development using typed holes within the Narya proof assistant.

Repository Context & Code Mapper

Generates comprehensive repository context bundles and code maps to help AI and developers understand complex project structures instantly.

Speckit Project Constitution (ZH)

Standardizes project governance by creating and maintaining an interactive project constitution with synchronized template enforcement.

Hyperbolic Bulk Entropy Manager

Manages on-chain GF(3) entropy storage and state mediation on Aptos using the bulk-boundary correspondence principle.

Meeting Insights Analyzer

Analyzes meeting transcripts and recordings to uncover behavioral patterns and improve communication effectiveness.

OpenSpec Archiving

Archives completed feature changes and merges specification deltas into living documentation for spec-driven development.

macOS MDM Cobordism Management

Automates macOS Mobile Device Management (MDM) using a cobordism-based state machine for secure credential derivation and device orchestration.

Tokio Networking Patterns

Implements production-grade network services and resilient patterns using the Tokio ecosystem, Hyper, Tonic, and Tower.

Skill Specification Framework

Standardizes the creation and validation of evolutionarily robust agent skills across multiple AI platforms.

Dynamic Sufficiency Gatekeeper

Implements computational mechanics to prevent agent actions unless minimal sufficient skill coverage is verified.

Document to MXCP Ingestor

Automates the intelligent ingestion of Excel and Word documents into MXCP servers for structured querying and semantic search.

Jira Ticket Viewer

Retrieves comprehensive Jira ticket details to provide Claude with essential requirements and project context.

DuckLake Ergodic Schema Walker

Performs ergodic random walk exploration of DuckDB and DuckLake schemas using concurrent, triadic agent coordination.

Skill Creation Standards

Orchestrates the development, documentation, and validation of reusable Claude Code skills for standardized workflows.

Stacks and Queues Data Structures

Implements and optimizes stack and queue data structures for advanced algorithmic problem-solving and system architecture.

Synthesis Matrix

Generates structured evidence synthesis matrices to organize and compare research data for systematic reviews.

PRD Planner

Generates structured Product Requirements Documents optimized for AI-assisted development and efficient token usage.

PolicyEngine User Guide

Guides users through the PolicyEngine web platform to analyze the socioeconomic impacts of tax and benefit policies.

Subagent Spawner

Orchestrates autonomous Claude Code subagents in isolated git worktrees for concurrent, mechanical task execution.

Graph Algorithms Skill

Implements production-ready graph algorithms including traversals, shortest pathfinding, and disjoint set structures.

Bit Manipulation & Binary Operations

Executes efficient bitwise operations and low-level binary algorithms for high-performance problem solving.

Dynamic Programming Master

Executes optimized dynamic programming patterns with production-grade implementations for memoization, tabulation, and state design.

Bisimulation Game Sync

Verifies and synchronizes behavioral equivalence across AI agents using formal game-theoretic frameworks.

Cognitive Surrogate

Builds, trains, and validates high-fidelity psychological models to predict and generate authentic cognitive responses.