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What is Swamp?

Swamp serves as a dynamic automation framework and command-line tool aimed at facilitating both AI agents and humans in the development, execution, and reuse of workflows designed for repeated tasks. Users can define a range of behaviors and methods, weaving them into integrated workflows while ensuring that structured outputs are versioned and preserved for future reference and analysis. The command-line interface supports various AI coding systems, such as Claude Code, Cursor, and Codex, alongside individuals using terminal commands. The platform is further enhanced by extensions that add functionalities for diverse services, including GitHub, Kubernetes, Slack, a variety of cloud platforms, and monitoring tools. Swamp includes features such as encrypted credential storage, the ability to trigger workflows based on schedules or webhooks, access control systems, audit trails, and options for remote execution, which collectively make it ideal for collaborative team settings. Teams can choose to keep their data in a local repository or establish their own server and shared datastore infrastructure, ensuring flexibility in data management. While the software is free for individual users, there are subscription options available for team usage, catering to different needs. Moreover, its intuitive design allows for easy incorporation into various existing workflows, ultimately boosting productivity and streamlining efficiency in processes. This adaptability ensures that both individuals and teams can maximize their potential through the effective use of Swamp.

What is Superpowers?

Superpowers is an open-source skills framework and software development methodology created to make AI coding agents behave more like disciplined engineering collaborators. The project provides a structured set of workflows that activate automatically when an agent is asked to build, modify, debug, or review software. Rather than allowing the agent to rush into implementation, Superpowers encourages it to ask clarifying questions, refine the idea, and produce a clear design before code is written. After the user approves the design, the framework guides the agent to create a detailed implementation plan that breaks the work into small, verifiable engineering tasks. Each task can include file paths, code guidance, testing instructions, and clear completion criteria. Superpowers strongly promotes test-driven development through a red-green-refactor process that requires failing tests before implementation. It also supports subagent-driven development, where fresh agents work through tasks and review outputs for both specification compliance and code quality. The framework includes additional skills for systematic debugging, verification before completion, parallel agent workflows, code review, git worktrees, and branch finishing. Superpowers works across several coding agent harnesses, including Claude Code, Codex CLI, Codex App, Factory Droid, Gemini CLI, OpenCode, Cursor, and GitHub Copilot CLI. Its philosophy prioritizes evidence over claims, simplicity over unnecessary complexity, and systematic workflows over ad-hoc guessing. Superpowers helps developers and teams use AI coding agents with more structure, accountability, testing discipline, and confidence.

Media

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Media

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Integrations Supported

Claude Code
Cursor
OpenAI Codex
GitHub
Kubernetes
Slack

Integrations Supported

Claude Code
Cursor
OpenAI Codex
Codex CLI
Factory
Gemini CLI
GitHub Copilot CLI
Grok Bot
Grok Build
OpenCode

API Availability

Has API

API Availability

Pricing Information

$0
The Personal plan is free. The Team plan starts at $9 per user per month with annual billing.
Free Version
Free Trial Offered?

Pricing Information

Free
Open source
Free Version

Supported Platforms

Windows
Mac
On-Prem
Linux

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Not specified

Customer Service / Support

Not specified

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Swamp Club

Date Founded

2026

Company Location

United States

Company Website

swamp-club.com

Company Facts

Organization Name

Superpowers

Company Website

github.com/obra/superpowers

Categories and Features

AI Agent Frameworks

Not specified

Categories and Features

AI Agent Frameworks

Not specified

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