ralphx 0.2.2

Autonomous AI loop orchestration for Claude Code - define workflows in YAML, run autonomously, monitor in real-time

RalphX

From idea to working, tested code. Autonomously.

RalphX is a Ralph wrapper for managing Ralph loops across your entire product development lifecycle. Ralph is the viral Claude Code looping pattern - RalphX orchestrates multiple Ralph loops together: research an idea, generate a design doc, write user stories, implement features, and test everything. Each Ralph loop runs with fresh context but memory of what's been completed.

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The Full Lifecycle

┌──────────────┐    ┌──────────────┐    ┌──────────────┐    ┌──────────────┐    ┌──────────────┐
│    Idea      │ ─▶ │ Design Doc   │ ─▶ │ User Stories │ ─▶ │ Implement    │ ─▶ │    Test      │
│              │    │ Ralph Loop   │    │ Ralph Loop   │    │ Ralph Loop   │    │ Ralph Loop   │
└──────────────┘    └──────────────┘    └──────────────┘    └──────────────┘    └──────────────┘
       │                   │                   │                   │                   │
  "Build an app      Web search +         50-200 stories      Code for each       CLI, API, UI
   that does X"      synthesis            with criteria        story               testing

Start anywhere. Bring your own design doc, or let a Ralph loop research and create one. Jump straight to implementation if you already have stories.

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How It Works

Each workflow step is a Ralph loop - the viral Claude Code looping pattern:

1. Fresh context - Each iteration starts clean, no token bloat
2. Memory of progress - Knows what's done, what's next
3. Recursive iterations - Run until complete or hit limits
4. Real-time monitoring - Watch progress in the dashboard

┌─────────────────────────────────────────────────────────────────┐
│  Story Generation Ralph Loop (iteration 12 of 50)               │
│  ─────────────────────────────────────────────────────────────  │
│  ✓ 47 stories generated                                         │
│  ● Currently: Generating API authentication stories...          │
│  ○ Remaining: Payment processing, notifications                 │
└─────────────────────────────────────────────────────────────────┘

Run your way:

• Run the entire workflow end-to-end until completion
• Run individual Ralph loops one at a time
• Jump back and forth between Ralph loops as needed
• Pause, resume, or restart anytime

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Quick Start

Copy and paste this into Claude Code:

Install RalphX for me. RalphX is a Ralph wrapper on PyPI that manages Ralph loops
for product development. I'm not technical so please handle everything:

1. Check if I have conda/miniconda installed. If not, install miniconda for my OS.
2. Create a Python 3.11 environment called "ralphx" and activate it
3. Install RalphX from PyPI: pip install ralphx
4. Add RalphX as an MCP server so you can control it: claude mcp add ralphx -- ralphx mcp
5. Start the RalphX dashboard: ralphx serve
6. Ask me if I want a desktop shortcut to launch the dashboard. If yes, create
   a shortcut for my OS that uses the full path to the Python executable in the
   ralphx conda env (don't use conda activate - point directly to the python binary)

Use the ask question tool if you need any info from me. Don't assume I know
how to run commands - just do everything for me and tell me when it's ready.

Claude will handle the entire installation. When done, tell Claude:

"Register this project and help me build a workflow from my idea for [describe your app]"

Or if you have a design doc:

"Register this project and create a planning workflow from my README"

Open http://localhost:16768 to monitor progress.

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Already technical? Here's the one-liner:

pip install ralphx && claude mcp add ralphx -- ralphx mcp

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Supported Ralph Loop Types

Research & Design Ralph Loop

Start from an idea. Claude searches the web, synthesizes findings, and builds out a comprehensive design document.

Story Generation Ralph Loop

Claude extracts and generates robust user stories from your design document:

• Clear titles and descriptions
• Acceptance criteria
• Priority and categorization

Optionally enable web-enhanced mode: Claude uses your design doc as inspiration, then searches the web to discover related requirements and user stories you may have missed.

Implementation Ralph Loop

Each iteration of the implementation Ralph loop:

1. Fresh context - Starts clean with your design doc, guardrails, and progress summary
2. Knows what's done - Sees all implemented stories with their git commits (can look back if needed)
3. Detects duplicates - Checks if a story is already implemented, marks it dup, moves on
4. Implements ONE story - Reads codebase, writes code that fits your patterns, adds tests
5. Commits - Creates a git commit after each story, then loops to the next

Coming Soon: Testing Ralph Loops

• CLI Testing Ralph Loop - Run commands, verify output, loop until tests pass
• Backend Testing Ralph Loop - API endpoints, database operations
• UI Testing Ralph Loop - Chrome/Playwright automation via Claude

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The Dashboard

Monitor your Ralph loops in real-time:

• See which Ralph loop is running and iteration progress
• Watch Claude's actual output as it works
• View generated stories and implementations
• Start, pause, or stop Ralph loops anytime

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Workflow Templates

Pre-built workflows that chain Ralph loops together:

Template	Ralph Loops
New Product	Research → Design Doc → Stories → Implement → Test
From PRD	Stories → Implement → Test
Feature Add	Impact Analysis → Tasks → Implement → Test
Bug Fix	Import Issues → Triage → Root Cause → Fix → Verify
Security Audit	Scan → Prioritize → Remediate → Verify

Ask Claude: "Set up a new-product workflow starting from my idea for a task management app"

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Coming Soon

More Ralph Loop Types:

• CLI/backend testing Ralph loops
• Chrome/Playwright UI testing Ralph loops
• Recursive test-fix cycles until green

Integrations:

• GitHub Issues - Import bugs and features directly
• Jira - Sync with existing project management
• Sentry - Turn production errors into bugs
• Slack - Notifications when workflows complete

Triggers:

• Scheduled workflows (cron-style)
• Webhook triggers from CI/CD
• Git push/PR triggers

Subscription Management:

• Auto-switch to backup subscription when usage limits hit

Mobile Access:

• Mobile-friendly dashboard for monitoring on the go
• Remote access setup instructions in the wiki

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Manual Installation

For those who prefer to do it themselves:

# If you don't have conda, install miniconda first:
# https://docs.conda.io/en/latest/miniconda.html

# Create environment and install
conda create -n ralphx python=3.11 -y
conda activate ralphx
pip install ralphx

# Set up MCP so Claude can control RalphX
claude mcp add ralphx -- ralphx mcp

# Start the dashboard
ralphx serve
# Open http://localhost:16768

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Per-Project Subscriptions

Configure different Claude subscriptions per project. Great for:

• Separating personal vs work usage
• Managing team billing
• Tracking costs per project

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Why RalphX?

Problem	RalphX Solution
Ralph loops are powerful but manual	RalphX chains Ralph loops into full workflows
Claude Code loses context on long tasks	Fresh context per iteration with memory of progress
Hard to track what's done	Real-time dashboard shows exact progress
Starting from scratch is overwhelming	Research Ralph loop builds design docs from ideas
No visibility into AI work	Watch Claude's actual output as it works
Mixed billing across projects	Per-project subscription configuration

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CLI Reference

ralphx add <path>           # Register a project
ralphx serve                # Start dashboard
ralphx doctor               # Check prerequisites
ralphx why <workflow>       # Explain why something stopped

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MCP Tools (67 total)

Claude gets full access to RalphX:

Category	What Claude Can Do
Projects	Register, list, configure projects
Workflows	Create, start, stop, advance steps
Items	Manage stories, tasks, bugs
Monitoring	Check progress, view logs
Diagnostics	Health checks, troubleshooting

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Documentation

• SDLC Workflows - All workflow templates explained
• Design Overview - Architecture deep dive
• Loop Schema - Configuration reference

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License

MIT