using-superpowers

Enforce mandatory skill invocation by AI agents before any response or action.

2|Updated Jan 18, 2026
One-click install
npx skills add https://github.com/as4584/antigravity-skills --skill using-superpowers-as4584
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: using-superpowers
Source: https://github.com/as4584/antigravity-skills/tree/main/skills/using-superpowers
Command: npx skills add https://github.com/as4584/antigravity-skills --skill using-superpowers-as4584

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill ensures that AI agents consistently and correctly invoke relevant skills before performing any task, preventing errors and improving workflow adherence.

Core Features & Use Cases

  • Mandatory Skill Invocation: Enforces the use of skills even with a low probability of applicability.
  • Workflow Guidance: Provides clear rules and red flags to prevent common AI rationalizations for skipping skills.
  • Use Case: When an agent receives a user request, it must first determine if any skill applies and invoke it, rather than immediately attempting to answer or write code.

Quick Start

Use the Skill tool to invoke any relevant skill before responding to the user.

Frequently Asked Questions about using-superpowers

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

FAQPage Schema
How do I enforce mandatory skill invocation for AI agents before generating a response?

To enforce mandatory skill invocation for AI agents, you apply rules that require the agent to check and trigger applicable skills before any response or action. This prevents premature actions and ensures workflow adherence.

Why does my AI agent skip workflows and attempt to answer user prompts directly?

AI agents often skip workflows due to rationalizations that a skill is unnecessary. Enforcing strict skill applicability rules with clear red flags prevents the agent from bypassing mandatory invocation logic and acting prematurely.

What is the best way to prevent AI agents from taking premature actions in conversational turns?

The best way to prevent premature actions in conversational turns is to enforce a mandatory skill check on every request. The agent must determine applicability and invoke relevant skills before attempting to answer or write code.

Can I force an LLM to invoke a skill even when the probability of applicability is low?

Yes, you can force an LLM to invoke skills with low applicability probability by configuring strict interpretation rules. This ensures the AI agent checks the skill tool against every prompt rather than guessing it is irrelevant.

Do I need to configure prioritization logic for AI agent skill invocation across all tasks?

Yes, you need to configure prioritization logic to ensure correct skill invocation across all task executions. This logic guides the AI agent in determining which applicable skill to invoke first within the defined workflow.