Can I skip the skill if a task seems simple?

No. The protocol identifies 'this is just a simple question' as a red flag; if a relevant skill exists, it must be invoked to ensure disciplined action.

What is the using-superpowers skill?

It is a meta-protocol that forces Claude to search for and use relevant skills before responding to any prompt or starting a task.

Why is there a 1% threshold for skill usage?

To ensure that even slightly relevant best practices are considered, preventing the AI from making assumptions or skipping necessary steps.

How does it handle complex task management?

The skill requires Claude to create a task_plan.md checklist and follow it strictly, ensuring every item is checked off before implementation begins.

Skill Invocation Protocol

Name: Skill Invocation Protocol
Author: lwhguge-dot

bylwhguge-dot

0•

Productivity & Workflow

Enforces a rigorous meta-protocol for identifying and invoking specialized skills at the start of every AI task to ensure consistency.

The Skill Invocation Protocol (using-superpowers) acts as a foundational governing layer for Claude Code, ensuring that domain-specific capabilities are never overlooked. By mandating a skill check at the 1% threshold of relevance, it prevents the AI from skipping established workflows or rationalizing away best practices. This skill features a structured decision flow—moving from brainstorming and tool invocation to the creation of detailed task plans—to guarantee that every action taken by the AI is disciplined, traceable, and aligned with project-specific guidelines.

Key Features

01Structured workflow flowchart for brainstorming and planning

02Mandatory skill-check protocol for every task or conversation

030 GitHub stars

04Standardized execution layer for Chinese-language environments

05Automatic task_plan.md generation for checklist-based execution

06Anti-rationalization 'Red Flag' detection to prevent skipping discipline

Use Cases

01Standardizing how new features or bug fixes are planned before code is written

02Ensuring complex coding tasks always start with a structured brainstorming session

03Enforcing project-specific standards by preventing the AI from skipping established workflows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lwhguge-dot/online-education-platform using-superpowers

For use in Claude.ai and ChatGPT

Download Skill