What is the 1% rule in the Superpowers skill?

The 1% rule states that if there is even a 1% chance a skill might apply to a task, Claude must invoke that skill before providing any response or taking action.

Does this skill work with all Claude Code skills?

Yes, it acts as a meta-skill that manages the discovery and invocation of all other domain-specific skills in your repository.

Why does this skill forbid rationalizing away other skills?

To prevent 'skipped steps' where the AI assumes a task is too simple for a skill, which often leads to missed edge cases or non-standard implementations.

How does Superpowers handle multiple applicable skills?

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

Superpowers Skill Orchestrator

Name: Superpowers Skill Orchestrator
Author: astrosteveo

byastrosteveo

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生产力与工作流

Enforces disciplined skill discovery and invocation to ensure Claude consistently applies domain-specific best practices for every task.

关于

The Superpowers skill acts as a governance framework for Claude Code, mandating a rigorous process for identifying and invoking specialized skills before any action or clarification. By establishing a '1% rule'—where a skill must be checked even if there is only a marginal chance of applicability—it prevents AI overconfidence and ensures that workflows like TDD, debugging, and architectural patterns are never bypassed. This skill transforms Claude from a general assistant into a highly disciplined agent that follows specific repository-defined protocols and checklists with zero rationalization.

主要功能

Anti-rationalization framework to prevent skipping steps
1 GitHub stars
Mandatory '1% Rule' for skill discovery
Automated Todo checklist generation from skills
Hierarchical skill prioritization (Process before Implementation)
Visualized logic flow for tool invocation and response

使用场景

Enforcing strict adherence to team-defined coding standards and workflows.
Preventing the AI from jumping to code generation before checking for relevant domain patterns.
Standardizing the behavior of Claude across complex, multi-stage development projects.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add astrosteveo/marketplace using-superpowers

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于