superpowers

Route user requests to skills via keyword detection and intent classification.

Updated May 3, 2026
One-click install
npx skills add https://github.com/marktantongco/remotion-video-pro --skill superpowers-marktantongco
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: superpowers
Source: https://github.com/marktantongco/remotion-video-pro/tree/main/skills/superpowers
Command: npx skills add https://github.com/marktantongco/remotion-video-pro --skill superpowers-marktantongco

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

Superpowers addresses the complexity of managing multiple skills within a skill ecosystem, ensuring efficient routing, conflict resolution, and state management.

Core Features & Use Cases

  • Skill Activation Routing: Routes user requests to the correct skill(s) based on keyword detection, intent classification, and context awareness.
  • Multi-Skill Combination Choreography: Manages execution order and data flow between multiple skills for complex requests.
  • Skill Conflict Detection and Resolution: Resolves conflicts through priority ordering, scope disambiguation, and sequential vs. parallel execution.
  • Session-Aware Skill State Management: Tracks skill state across the conversation, maintaining context and ensuring a cohesive user experience.
  • Decision Tree for Skill Routing: Uses a structured decision tree to activate the appropriate skill based on the request pattern.
  • 8-Layer Pipeline: Orchestrates all work through an 8-layer pipeline, with each layer potentially activating one or more skills.
  • Routing Table: Provides a mapping of request patterns to skill activations, enabling precise control over the skill ecosystem.

Quick Start

Use the superpowers skill to initiate a video rendering by sending a webhook event or a Stripe checkout notification.

Frequently Asked Questions about superpowers

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I manage multi-skill orchestration and route requests across a skill ecosystem?

Multi-skill orchestration routes user requests based on keyword detection, intent classification, and context awareness, managing execution order and data flow between multiple skills for complex requests.

How does conflict resolution work when multiple skills match a single request?

Conflict resolution resolves overlapping skill activations through priority ordering, scope disambiguation, and sequential versus parallel execution to ensure correct routing within the ecosystem.

What is the best way to maintain conversation state across multiple skill activations?

Session-aware skill state management tracks skill state across the conversation, maintaining context and ensuring a cohesive user experience throughout complex, multi-step interactions.

Can I use a decision tree to activate skills based on specific request patterns?

Yes, a structured decision tree activates the appropriate skill based on request patterns, utilizing a routing table that maps specific inputs to precise skill activations.

How do I coordinate sequential and parallel execution for complex multi-skill combinations?

An 8-layer pipeline orchestrates all work by managing execution order and data flow, with each layer potentially activating one or more skills for parallel or sequential processing.