Superpowers Lab
- 1.2k installs
- 44k repo stars
- Updated July 27, 2026
- sickn33/antigravity-awesome-skills
Superpowers Lab is an agent skill that points to experimental Claude Code Superpowers extensions for semantic dedup, on-demand MCP, tmux automation, and Windows VM workflows.
About
Superpowers Lab is an experimental plugin that extends Claude Code Superpowers with new agent skills still under active refinement. The catalog entry packages the lab environment so agents can reach for bleeding-edge techniques beyond the core superpowers library. Documented lab skills include finding-duplicate-functions for semantic code duplication audits, mcp-cli for on-demand MCP server discovery and invocation, using-tmux-for-interactive-commands for vim, git rebase, and REPL automation, and windows-vm for headless Windows 11 VMs in Docker with SSH access. Developers install it when they want optional capabilities without permanently loading every MCP integration into context. The lab README notes skills are functional and tested but may evolve based on real-world feedback. Requirements include tmux on Linux or macOS for interactive command skills. It complements the core superpowers repo rather than replacing foundational process skills like using-superpowers.
- Experimental Superpowers plugin bundling lab skills tested on Linux and macOS with tmux installed.
- finding-duplicate-functions detects semantic duplicate functions via extraction plus LLM intent clustering.
- mcp-cli invokes MCP servers on demand without pre-loading integrations into agent context.
- using-tmux-for-interactive-commands automates vim, menuconfig, REPLs, and interactive git via detached tmux sessions.
- windows-vm provisions headless Windows 11 in Docker with KVM, SSH, Node.js, and Claude Code setup.
Superpowers Lab by the numbers
- 1,209 all-time installs (skills.sh)
- +25 installs in the week ending Jul 28, 2026 (Skillselion tracking)
- Ranked #68 of 826 Skill Development skills by installs in the Skillselion catalog
- Security screen: LOW risk (skills.sh audit)
- Data as of Jul 28, 2026 (Skillselion catalog sync)
superpowers-lab capabilities & compatibility
- Capabilities
- experimental superpowers plugin routing · semantic duplicate function detection · on demand mcp server discovery and invocation · tmux based interactive cli automation · headless windows 11 vm lifecycle management
- Use cases
- orchestration · debugging · research
What superpowers-lab says it does
Lab environment for Claude superpowers
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill superpowers-labAdd your badge
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| Installs | 1.2k |
|---|---|
| repo stars | ★ 44k |
| Security audit | 3 / 3 scanners passed |
| Last updated | July 27, 2026 |
| Repository | sickn33/antigravity-awesome-skills ↗ |
How do I try experimental Claude Code agent techniques without permanently wiring every MCP server or manual terminal workflow?
Install and use experimental Claude Code Superpowers lab skills for semantic dedup, on-demand MCP, tmux control, and Windows VM testing.
Who is it for?
Developers already using Claude Code Superpowers who want experimental skills before they graduate to the core library.
Skip if: Skip when you only need stable core superpowers process skills or cannot install tmux on your host.
When should I use this skill?
Use when the task clearly matches experimental Superpowers Lab capabilities such as MCP CLI, tmux control, semantic dedup, or Windows VM setup.
What you get
Access to lab skills for semantic duplicate detection, on-demand MCP calls, interactive CLI automation, and optional Windows test environments.
- Routed lab skill guidance
- On-demand MCP invocations
- Tmux or VM automation setup
By the numbers
- Lab README documents four current skills: finding-duplicate-functions, mcp-cli, using-tmux-for-interactive-commands, and
- finding-duplicate-functions uses a two-phase classical extraction plus LLM intent clustering approach.
Files
Superpowers Lab
Overview
Lab environment for Claude superpowers
When to Use This Skill
Use this skill when you need to work with lab environment for claude superpowers.
Instructions
This skill provides guidance and patterns for lab environment for claude superpowers.
For more information, see the source repository.
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
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Experimental Superpowers extension pack, not the core using-superpowers process skill.
FAQ
Who is Superpowers Lab for?
Developers on Claude Code Superpowers who want experimental skills for dedup audits, MCP CLI, tmux control, or Windows VMs.
When should I use Superpowers Lab?
When exploring on-demand MCP tools, automating interactive terminals, auditing semantic duplicate functions, or spinning up a headless Windows test VM.
Is Superpowers Lab safe to install?
Review the Security Audits panel on this page before installing in production.