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AI EngineeringRust

Using Superpowers

by xintaofei

Using Superpowers is an AI Engineering skill for Claude Code, published by xintaofei in codeg.

2.8K stars344 forkson xintaofei/codegAdded 2026/08/17+3% in starsRepository updated 2026/08/17
acpagentclaude-codeclinecode-generationcodebuddycodexgemini-cligrok-buildguihermes-agentkimi-codeopenclawopencodepiworktree
Install in seconds
Install Using Superpowers
Copy Using Superpowers into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/xintaofei/codeg/tree/main/src-tauri/experts/skills/using-superpowers ~/.claude/skills/using-superpowers

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/xintaofei/codeg.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
src-tauri/experts/skills/using-superpowers/SKILL.md in xintaofei/codeg
Installs to
~/.claude/skills/using-superpowers
Collection
One of 25 skills cataloged from this repository
Category
AI Engineering2451 skills

What Using Superpowers does

Using Superpowers requires invoking relevant skills before any response or action, including clarifying questions, and establishes skill priority, red flags, and platform adaptation rules. Use it at the start of every conversation in a Superpowers-enabled environment.

Using Superpowers is cataloged under AI Engineering on DirSkills. Using Superpowers comes from a repository tagged acp, agent, claude-code, cline and code-generation.

Documentation

README

IF A SKILL APPLIES TO YOUR TASK, YOU DO NOT HAVE A CHOICE. YOU MUST USE IT.

This is not negotiable. You cannot rationalize your way out of this.

The Rule

Invoke relevant or requested skills BEFORE any response or action — including clarifying questions, exploring the codebase, or checking files. If it turns out wrong for the situation, you don't have to use it.

Before entering plan mode: if you haven't already brainstormed, invoke the brainstorming skill first.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Using Superpowers

  • What else does xintaofei publish alongside Using Superpowers?

    Using Superpowers is one of 25 skills that DirSkills catalogs from xintaofei/codeg, the repository it ships in. Its siblings there include Brainstorming, Citation Management and Code Review Reception. Each one is a separate skill with its own page in this directory, installs the same way Using Superpowers does, and is maintained by xintaofei in that same repository. The rest of the collection is listed on the xintaofei/codeg page.

  • How does Using Superpowers compare to other AI Engineering skills?

    Using Superpowers ranks #748 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Using Superpowers against them. Open each page to compare what they document and how they install.

More from xintaofei/codeg

Using Superpowers is one of 25 skills cataloged on DirSkills from xintaofei/codeg.

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Brainstorming

Brainstorming turns ideas into fully formed designs and specs through collaborative dialogue, asking clarifying questions and proposing approaches before implementation. Use it before any creative or coding work to align on requirements and get approval.
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Citation Management

Citation Management searches Google Scholar and PubMed for papers, extracts accurate metadata, validates citations, and generates properly formatted BibTeX entries. Use it when you need to find papers, verify citation information, convert DOIs to BibTeX, or ensure reference accuracy in scientific writing.
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2w ago

Code Review Reception

Code Review Reception establishes a verification-first workflow for responding to code review feedback, requiring technical evaluation and clarification before implementation rather than performative agreement. Use it when receiving feedback from humans or external reviewers to avoid blind implementation and ensure changes fit the codebase.
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🤖
2w ago

Dispatching Parallel Agents

Dispatching Parallel Agents delegates independent tasks to multiple concurrent subagents to investigate and fix issues in parallel. Use it when you have 2+ independent tasks that can be worked on without shared state or sequential dependencies.
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📋
2w ago

Executing Plans

Executing Plans loads a written implementation plan, reviews it critically, executes all tasks with verification, and reports when complete. Use it when you have a written implementation plan to execute in a separate session with review checkpoints.
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2w ago

Experimental Design

Experimental Design plans experiments and studies before data collection, choosing a design, randomizing, blocking, and laying out treatment combinations so results are interpretable. Use it when assigning subjects to groups, screening factors, or setting up factorial or response-surface designs.
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