When should the Superpower skill be activated?

This skill should be invoked at the very beginning of every new conversation or task to determine which specialized skills apply to the current context.

Can I skip the skill check for simple clarifying questions?

No. The protocol explicitly identifies the thought 'I need more context first' as a red flag. Skill checks must occur before any response, including clarifications.

What is the 1% rule in this skill protocol?

The 1% rule states that if there is even a 1% chance that a specific skill applies to a task, the AI is mandated to invoke and read that skill before proceeding.

How does this skill handle multiple applicable skills?

It follows a strict priority order where process-related skills (like brainstorming or debugging) are invoked first, followed by implementation-specific skills (like frontend design).

Superpower Skill Manager

Name: Superpower Skill Manager
Author: pur3v4d3r

bypur3v4d3r

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生产力与工作流

Enforces a disciplined workflow by requiring a skill check before any task or response to ensure optimal tool usage.

关于

The Superpower Skill Manager establishes a mandatory protocol for Claude to identify and invoke specialized skills before initiating any response, including clarifying questions. By eliminating manual rationalization and providing a systematic decision tree, it ensures that every interaction leverages the most relevant domain-specific guidance, best practices, and implementation patterns available in the codebase. This skill is essential for maintaining high-quality outputs by preventing undisciplined action and ensuring that process-oriented skills are prioritized over implementation tasks.

主要功能

Comprehensive 'Red Flag' detection to prevent skipping workflows on 'simple' tasks
Hierarchical skill prioritization that separates process logic from implementation
1 GitHub stars
Visual decision logic for consistent tool invocation and announcement
Mandatory skill check protocol triggered before any response or action
Automated todo list generation based on skill-specific checklists

使用场景

Initializing a new development session to ensure the correct workflow is applied immediately.
Navigating complex debugging tasks where specific diagnostic protocols must be followed.
Standardizing team-wide coding practices by forcing adherence to defined repository skills.

关于

主要功能

Comprehensive 'Red Flag' detection to prevent skipping workflows on 'simple' tasks
Hierarchical skill prioritization that separates process logic from implementation
1 GitHub stars
Visual decision logic for consistent tool invocation and announcement
Mandatory skill check protocol triggered before any response or action
Automated todo list generation based on skill-specific checklists

使用场景

Initializing a new development session to ensure the correct workflow is applied immediately.
Navigating complex debugging tasks where specific diagnostic protocols must be followed.
Standardizing team-wide coding practices by forcing adherence to defined repository skills.