How does this skill handle multiple relevant skills?

It provides a priority system where process-oriented skills (like debugging or brainstorming) are invoked first, followed by implementation-specific skills (like frontend design).

What is the primary purpose of the Using Superpowers skill?

Its primary purpose is to establish a strict requirement for Claude to search for and invoke specialized skills before attempting any task or even asking clarifying questions.

What is the '1% rule' mentioned in this skill?

The rule states that if there is even a 1% chance that a skill might apply to the current task, Claude must invoke that skill to verify its relevance rather than skipping it.

Does this skill work with the standard Read tool?

No, this skill explicitly instructs Claude to use the Skill tool to load content rather than the Read tool, ensuring that skill-specific logic is properly initialized.

Skill Usage & Orchestration

Name: Skill Usage & Orchestration
Author: as4584

byas4584

0•

Productivity & Workflow

Enforces a disciplined workflow for discovering and invoking specialized skills before responding to any user request.

The Skill Usage & Orchestration skill acts as a foundational meta-skill for Claude Code, designed to eliminate shortcuts and ensure that domain-specific best practices are always applied. By mandating a 'skill-first' approach, it requires the model to check for relevant capabilities even when a task seems simple or context is missing. It provides a rigorous decision-making framework, including a 1% threshold for invocation and a list of 'red flag' rationalizations to prevent the model from bypassing established workflows. This ensures that every task benefit from the structure, checklists, and implementation patterns defined in your project's skill library.

Key Features

01Visual decision-flow for systematic skill application

02Priority-based sequencing for multiple applicable skills

03Automatic todo-list generation from skill checklists

04Anti-rationalization logic to prevent bypassing workflows

050 GitHub stars

06Mandatory skill discovery protocol for all new tasks

Use Cases

01Standardizing team workflows to ensure architectural and style guidelines are never ignored

02Onboarding new developers by enforcing the use of project-specific documentation skills

03Improving AI reliability by requiring structured debugging or TDD skills before code changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add as4584/antigravity-skills using-superpowers

For use in Claude.ai and ChatGPT

Download Skill