superpowers-help

Enumerate installed AI skills and match them to user queries.

8|1|Updated Jan 24, 2026

Search Tags:#skill discovery #superpowers #intent routing #ai help #runtime matching #skill enumeration

Ready to run

npx skills add https://github.com/bordenet/superpowers-plus --skill superpowers-help

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: superpowers-help
Source: https://github.com/bordenet/superpowers-plus/tree/main/skills/productivity/superpowers-help
Command: npx skills add https://github.com/bordenet/superpowers-plus --skill superpowers-help

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the challenge of keeping track of available AI skills in a dynamic environment, ensuring users always get up-to-date information without stale lists or hardcoded responses.

Core Features & Use Cases

Runtime Discovery: Automatically scans and enumerates all installed skills, separating auto-triggered superpowers from explicit ones.
Intent Matching: Recommends top skills based on user queries or tasks using relevance scoring.
Use Case: When a developer asks "What skill should I use for debugging code?", it runs discovery and matches to suggest systematic-debugging with its description and invocation method.

Quick Start

Ask the AI "what skills do I have" to get a real-time list of all available superpowers and explicit skills.

Frequently Asked Questions about superpowers-help

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

FAQPage Schema

How do I discover what AI skills are installed at runtime?▼

To discover installed AI skills at runtime, use dynamic enumeration to automatically scan your environment, separating auto-triggered superpowers from explicit ones to provide a real-time, up-to-date catalog without hardcoded data.

How does intent routing match a user query to a specific skill?▼

Intent routing matches user queries by applying relevance scoring to your task description, fetching the runtime skill catalog to recommend the top skills. This ensures task-specific recommendations based on your immediate needs.

Can I get task-specific skill recommendations for software engineering workflows?▼

Yes, you can get task-specific skill recommendations for software engineering workflows. By querying capabilities, like asking what skill to use for debugging code, the system matches your intent and suggests relevant skills with descriptions.

What is the best way to list all available superpowers without stale data?▼

The best way to list available superpowers without stale data is using runtime scripts for fetching skill catalogs. This dynamic discovery approach scans installed skills on demand, ensuring you always receive current information.

Do I need hardcoded data to enumerate installed skills in a dynamic environment?▼

No, you do not need hardcoded data to enumerate installed skills. The system relies on runtime scripts for fetching skill catalogs and intent-based matching, dynamically discovering capabilities to prevent stale lists in dynamic environments.