Can I intervene while Ralph is running?

Yes, you can use the 'inject' command to provide messages or hints, or use 'pause' and 'resume' to give the agent specific guidance mid-session.

Does Ralph support complex, multi-part tasks?

Yes, Ralph features an 'orchestrator' mode that allows a parent session to spawn and manage multiple child sessions for different parts of a project.

What happens if my session is interrupted?

Ralph sessions are persistent across restarts. You can check the status, list active sessions, and resume exactly where the agent left off.

What is a PRD in the context of Ralph?

A PRD (Product Requirements Document) is a JSON file where you define the project's user stories, acceptance criteria, and priority levels for Ralph to follow and execute.

Ralph Autonomous Project Agent

Name: Ralph Autonomous Project Agent
Author: civitai

bycivitai

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6,994

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생산성 및 워크플로

Automates complex development projects by breaking them into manageable user stories and executing them autonomously with persistent session management.

Ralph is an autonomous agent designed to handle large-scale development tasks by transforming Product Requirements Documents (PRDs) into actionable user stories. It streamlines the software development lifecycle by managing execution sessions that persist across restarts, allowing for real-time monitoring, pausing, and manual intervention through guidance injection. Whether implementing foundation-level code, orchestrating multi-level child sessions, or running automated browser tests, Ralph ensures structured progress with built-in support for acceptance criteria and priority-based task sequencing.

주요 기능

01Persistent session management with pause, resume, and real-time log monitoring capabilities

02Support for specialized execution modes including code implementation, orchestration, and testing

03Manual guidance injection to provide real-time hints or corrections during active runs

04Multi-level orchestration for spawning and managing hierarchical child sessions

056,994 GitHub stars

06PRD-driven autonomous execution based on structured user stories and acceptance criteria

사용 사례

01Managing large-scale refactors or migrations across multiple sub-modules using the orchestration mode

02Automating end-to-end browser testing and quality assurance workflows through autonomous agents

03Building new features from scratch by defining technical foundations and core functionality in a JSON PRD

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add civitai/civitai ralph

For use in Claude.ai and ChatGPT

Download Skill