What is Rp1 and what does it do?

Rp1 provides professional development workflows for AI coding assistants, enabling structured tasks like feature development, bug investigation, and PR review. It features 21 commands and 18 specialized agents to help developers 'stop prompting; start shipping'.

How do I install Rp1?

For Claude Code, you can install Rp1 by adding the marketplace (`/plugin marketplace add rp1-run/rp1`) and then installing `rp1-base` and `rp1-dev` plugins (`/plugin install rp1-base`, `/plugin install rp1-dev`), followed by restarting Claude Code. For OpenCode, you need to install the Rp1 CLI first (via Homebrew, curl, or Scoop) and then run `rp1 install:opencode`, followed by restarting OpenCode.

What AI coding assistants does Rp1 support?

Rp1 currently works with Claude Code and OpenCode. The platform is designed to be model/tool agnostic, with plans to support more tools like Cursor, Goose, and Amp in the future.

How does Rp1 manage context for my codebase?

Rp1 achieves 'codebase awareness' by building a knowledge base using the `/knowledge-build` command. This process scans your codebase, extracts architecture, documents concepts, and stores everything in `.rp1/context/`. This knowledge base then serves as context for every subsequent command, ensuring that advice and generated code respect your existing patterns.

What is 'single-pass execution' in Rp1?

Single-pass execution means that tasks complete in one shot without iteration loops or phrases like 'let me revise that'. This is enabled by 'constitutional prompts' that encode expert patterns with built-in rules, ensuring efficient and direct task completion.

Can I skip steps in the feature development workflow?

Yes, you can skip certain steps with caution. Specifically, 'Blueprint' can be skipped for small features in existing projects, and 'validate-hypothesis' can be skipped unless you have risky assumptions. However, it is strongly advised not to skip the requirements, design, or tasks steps, as these provide essential context for the build and verification phases.

What should I do if Rp1 commands are not appearing after installation?

If you are using Claude Code, ensure you have closed and reopened Claude Code after installing the plugins. For OpenCode users, verify that the installer completed successfully and that the plugins are located in the correct directory.

Why is the initial knowledge build taking a long time?

The first-time knowledge build analyzes your entire codebase, which can take 10-15 minutes for large projects. Subsequent builds are incremental and typically complete within 2-5 minutes.

Where can I get help or report issues for Rp1?

You can find help and support for Rp1 on its GitHub repository at `rp1-run/rp1`. For reporting bugs or requesting new features, you can open a new issue on the GitHub Issues page.

Rp1: AI Coding Assistant Workflows for Professional Developers

Rp1 Overview

Rp1 is an advanced AI tool that transforms how developers interact with AI coding assistants, moving beyond simple prompting to structured, professional development workflows. It integrates seamlessly with platforms like Claude Code and OpenCode, providing a comprehensive suite of commands and specialized agents to manage the entire software development lifecycle.

How to use Rp1

To use Rp1, first ensure you have an AI coding assistant like Claude Code or OpenCode installed. Then, install Rp1 either via the Claude Code marketplace or using the Rp1 CLI for OpenCode. Begin by building a knowledge base of your codebase using the /knowledge-build command, which analyzes your project's architecture and patterns. Once the knowledge base is established, you can initiate various workflows. For feature development, use commands like /feature-requirements to define specifications, /feature-design for technical design, /feature-tasks to break down work, /feature-build to implement code, and /feature-verify to validate the implementation. Other commands are available for PR review (/pr-review), bug investigation (/code-investigate), and strategic analysis (/strategize).

Core Features of Rp1

21 Commands & 18 Specialized Agents: A rich set of tools for diverse development tasks.
Single-Pass Execution: Tasks complete in one shot using constitutional prompts, eliminating iterative revisions.
Codebase Awareness: Builds a knowledge base of your project's architecture and patterns for context-aware assistance.
Lean Context Architecture: Manages complex work through subagent delegation and progressive disclosure, keeping the main thread focused.
Artifacts-Driven Development: Generates structured documentation (requirements, designs, tasks, verification reports) at each workflow step.
Hypothesis Testing: Validates design decisions against your codebase early in the process.
Flexible Starting Points: Supports full blueprints with charters and PRDs, or allows jumping in with vague ideas.
Batteries Included: Ships with pre-tuned skills, subagents, and prompts out of the box.
Always Open Source: Fully pluggable into existing agentic tools, offering control over workflows.
Visual-First: Emphasizes diagrams, charts, and structured outputs for clarity.
Model/Tool Agnostic: Works with various frontier models and platforms, including Claude Code and OpenCode, with more integrations planned.

Use Cases for Rp1

Rp1 is ideal for professional software development teams and individual developers looking to enhance their productivity with AI. Specific use cases include end-to-end feature development from initial requirements to verified implementation, systematic bug investigation with evidence-based hypothesis testing, thorough multi-pass PR reviews with visual diagrams, and efficient team onboarding by generating knowledge bases and orientation documentation for new developers.

Advantages of Rp1

The primary advantages of Rp1 lie in its ability to enforce structured, professional development workflows with AI. Its single-pass execution significantly reduces development cycles by eliminating back-and-forth prompting. Codebase awareness ensures that AI-generated code and advice are always relevant and respect existing patterns. The artifacts-driven approach provides comprehensive documentation at every stage, improving traceability and maintainability. Being open-source and model-agnostic offers flexibility and avoids vendor lock-in, while its visual-first outputs enhance clarity and understanding of complex changes.

Rp1 FAQ

Rp1 Comments (0)

No comments yet.

Rp1 Alternatives

SuperDocs

SuperDocs is an AI-powered platform designed to rapidly generate comprehensive and context-aware documentation. It helps developers, teams, and communities create, manage, and explore technical documentation in minutes, featuring an interactive AI assistant for enhanced user experience.

Api Documentation

8.2K4938

Freemium

Gammacode

Gammacode is an AI-powered code intelligence platform designed to accelerate software development by generating production-ready code, detecting vulnerabilities, and automating fixes. It supports both technical and non-technical users through a web interface and CLI, emphasizing privacy and security.

Code Generation

6.6K124131

Freemium

Guardian MCP

Guardian MCP is an AI engineering gate that prevents AI coding assistants like Claude, Cursor, and Windsurf from generating duplicate code, hallucinating functions, and breaking your codebase. It enforces a disciplined workflow, provides persistent memory, and ensures code quality by analyzing existing code before implementation.

Static Analysis

6.9K7476

Freemium

Potpie

Potpie is an open-source platform that empowers developers to build custom AI agents expert on their codebase. These agents automate complex engineering tasks, from debugging and testing to system design, integrating seamlessly into workflows via VS Code and GitHub.

Custom Agent Builder

22.1K140155

Zuvu

Zuvu is a next-generation AI agents platform that acts as a Smart Router, providing access to a diverse range of advanced AI models like OpenAI GPT-5, Anthropic Claude, and Google Gemini for complex, agentic workflows across various domains.

Automation

18.3K123124

Rp1 Categories

Ai Assistant Code Generation Code Review Technical Writing Software Development

Rp1 Tags

AI assistant AI coding bug fixing claude-code code generation code review constitutional prompting developer tools documentation knowledge base OpenCode open source project management software development workflow automation

Rp1 Jobs

DevOps Engineer Engineering Manager Product Manager QA Engineer Software Developer Technical Writer

Rp1 Embed Widget

Copy this embed code to place the badge on your blog, article, or product site and send readers directly to this ToolMage detail page.

ToolMageFOLLOW US ON▲ 70

<a href="https://www.toolmage.com/en/tool/rp1/" target="_blank" rel="noopener noreferrer" style="text-decoration: none; display: inline-block;"><div style="box-sizing: border-box; width: 280px; height: 75px; background: white; border: 2px solid #dbeafe; border-radius: 12px; box-shadow: 0 4px 12px rgba(0,0,0,0.15); padding: 16px; display: flex; align-items: center; justify-content: space-between; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;"><div style="display: flex; align-items: center; gap: 12px;"><img src="https://www.toolmage.com/media/site/favicon.ico" alt="ToolMage" style="width: 32px; height: 32px;"><div><div style="font-size: 14px; font-weight: 600; color: #111827; margin: 0; line-height: 1.2;">ToolMage</div><div style="font-size: 12px; color: #6b7280; margin: 0; line-height: 1.2;">FOLLOW US ON</div></div></div><div style="display: flex; align-items: center; gap: 8px; background: #fef2f2; border-radius: 8px; padding: 8px 12px;"><svg style="width: 16px; height: 16px; color: #ef4444;" fill="currentColor" viewBox="0 0 24 24" aria-hidden="true"><path d="M12 2L22 20H2L12 2Z"/></svg><img src="https://www.toolmage.com/embed/tool/rp1/likes.svg?theme=light" alt="likes" style="height: 16px; display: block;"></div></div></a>