Run in-session task loops via the codex-taskloop-plugin MCP server and stop hook.

Start or resume a collab session - session management only

Imported skill composite from langchain

Search COMSOL Multiphysics documentation. Use when asked about COMSOL, mesh refinement, boundary conditions, solvers, physics interfaces, FEM simulation, or COMSOL error messages.

Condensed ANIMA on quantum-classical and classical-quantum networks. All skill compositions materialized as s-expressions across the polyglot substrate.

Type-safe environment variable validation using Zod with a Drizzle-like schema API. Supports server/public fields, feature flags, either-or constraints, and client-side protection.

Enforce Nix + Pixi + direnv + Home-manager configuration patterns

Azure Container Apps GPU support 2025 features including serverless GPU, Dapr integration, and scale-to-zero

Principles for designing context-efficient AI agents and tools. Use when designing LLM tools, agents, MCP servers, or multi-agent systems.

context-infrastructure

Control the office lamp through Home Assistant's REST API.

controller-expert

Control Spotify playback and manage playlists via MCP server. Use when user requests playing music, controlling Spotify, creating playlists, searching songs, or managing their Spotify library.

>-

Invoke COORD_PLATFORM for backend/database/API work

GitHub Copilot CLI Integration

CQRS pattern implementation and query optimization

The recommended way to create an Edge App

Creates a new backend module following **Clean Architecture** with API, Domain, and Infrastructure layers.

Use this skill when you need to add a new LEAN QCAlgorithm strategy in Python.

Prevent multiple PrismaClient instances that exhaust connection pools causing P1017 errors. Use when creating PrismaClient, exporting database clients, setting up Prisma in new files, or encountering connection pool errors. Critical for serverless environments.

Use when creating Zed extensions with custom slash commands, language support, themes, or MCP servers - provides Rust/WASM extension structure, slash command API (run_slash_command, SlashCommandOutput), and development workflow for compiled extensions

Use to structure concise creative briefs with goals, audience, and guardrails.

Surface tacit knowledge through Socratic questioning. Use when a user needs help articulating an idea they can sense but not yet express, or when deeper exploration of a concept would reveal unstated assumptions. Focuses on drawing out understanding rather than proposing solutions.

Enforces project database schema conventions when creating or modifying Drizzle ORM table definitions, including constraints, indexes, relations, and column patterns. This skill should be used proactively whenever working with schema files to ensure consistent schema design for PostgreSQL with Neon serverless.

Implement database sharding for horizontal scalability. Use when scaling large databases, distributing data across multiple servers, or designing sharded architectures.

Decrypt MCP tokens for remote sessions

Production-grade defensive Bash scripting for server automation, monitoring, and DevOps tasks. Emphasizes safety, error handling, idempotency, and logging.

Selecting and implementing AWS services and architectural patterns. Use when designing AWS cloud architectures, choosing compute/storage/database services, implementing serverless or container patterns, or applying AWS Well-Architected Framework principles.

Deploys public-facing apps that handle their own authentication (like Jellyfin, game servers) without Authelia forward auth

Client-side prediction and server reconciliation core concepts. Use when implementing responsive multiplayer controls.

Movement prediction with server reconciliation for WASD controls. Use when implementing player movement.

Shooting prediction with optimistic decals and server rollback. Use when implementing shooting mechanics.

Server-authoritative multiplayer architecture principles. Use when designing multiplayer features.

Run multiple isolated mux dev-server instances (temp MUX_ROOT + free ports)

Write or update repository devops scripts with this project's conventions. Use when creating or modifying shell scripts in scripts/ or packages/*/scripts.

Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). Use for serverless, containers, CI/CD, GitOps, security audit.

Add an MCP server using Dex-safe scope (user by default)

Rails is opinionated software, and that opinion comes from creator David Heinemeier Hansson (DHH) and the Rails core team. Understanding Rails philosophy is essential to working effectively with the f

Provides a bash script for rolling dice in RPG adventures with JSON output for programmatic use.

Generic DigitalOcean droplet deployment using doctl CLI for any application type (APIs, web servers, background workers). Includes validation, deployment scripts, systemd service management, secret handling, health checks, and deployment tracking. Use when deploying Python/Node.js/any apps to droplets, managing systemd services, handling secrets securely, or when user mentions droplet deployment, doctl, systemd, or server deployment.

Initialize Discord configuration. Use when user wants to set up, configure, or connect their Discord account for the first time.

Use when sending Discord messages or encountering bot permission errors - provides three-tier integration methods with automatic fallback (MCP → REST API → Gateway); prevents wasted time on OAuth scope issues

List Discord servers and channels. Use when user asks about available servers, channels, or wants to discover what's accessible.

>

Discord REST API를 활용하여 서버(길드)와 채널을 관리하는 스킬입니다.

Sync Discord messages using USER TOKEN. Supports servers AND DMs. Use when routed here by community-agent:discord-sync or user explicitly requests user token sync.

Send prompts to a remote Claude instance on a VPS for distributed AI collaboration, different model backends, or independent context.