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using-superpowers

Discover and invoke relevant skills for agent tasks using YAML frontmatter.

23|2|Updated May 27, 2026
Search Tags:#automation#agent#skill-discovery#task-start#skill-invocation#decision-flow
One-click install
npx skills add https://github.com/zhouguoqing/QianYuan.AIAgenticFramework --skill using-superpowers-zhouguoqing
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: using-superpowers
Source: https://github.com/zhouguoqing/QianYuan.AIAgenticFramework/tree/main/.agents/skills/using-superpowers
Command: npx skills add https://github.com/zhouguoqing/QianYuan.AIAgenticFramework --skill using-superpowers-zhouguoqing

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically discovers and invokes relevant skills to improve task handling for agents.

Core Features & Use Cases

  • Skill discovery at the start of every new task or session.
  • Decision flow that loads and follows applicable skills when they match the task.
  • Seamless fallback to default behavior when no skill applies; announces skill usage.

Quick Start

At the start of a task, load this skill to enable automatic skill discovery and invocation for new sessions.

Frequently Asked Questions about using-superpowers

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

FAQPage Schema
How do I enable automatic skill discovery for an agent at the start of a new session?▼

To enable automatic skill discovery, load the skill at the start of a new task or session. It registers via YAML frontmatter and uses a decision flow to automatically load and follow matching skills.

What happens when no registered skill matches my current task?▼

When no skill applies, the system seamlessly falls back to the agent's default behavior. It announces skill usage, maintaining transparency during task handling.

How does YAML frontmatter register a skill for agent task handling?▼

YAML frontmatter registers the skill's metadata for discovery, while the Markdown body provides activation prompts and guidance for the agent to follow during task handling.

Can I use automatic skill invocation across persistent contexts where skill applicability varies?▼

Yes, automatic skill invocation applies at the start of every new task across persistent contexts. It dynamically evaluates skill applicability to load relevant skills as needed.

Does the agent announce when a specific skill is loaded and followed?▼

Yes, the decision flow announces skill usage whenever a matching skill is loaded and followed. This ensures transparency during task handling.

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