Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component...
npx skills add civitai/civitai --skill "ralph"
Install specific skill from multi-skill repository
# Description
Autonomous agent for tackling big projects. Create PRDs with user stories, then run them via the CLI. Sessions persist across restarts with pause/resume and real-time monitoring.
# SKILL.md
name: ralph
description: Autonomous agent for tackling big projects. Create PRDs with user stories, then run them via the CLI. Sessions persist across restarts with pause/resume and real-time monitoring.
Ralph - Autonomous Agent
Ralph breaks big projects into user stories and executes them autonomously. The workflow:
- Create a PRD - Define user stories with acceptance criteria
- Run it -
ralph.mjs create --prd path/to/prd.json --start - Monitor -
ralph.mjs logs <session-id> --follow
Creating a PRD
Create a project folder and prd.json:
.claude/skills/ralph/projects/<project-name>/prd.json
PRD Structure
{
"description": "Brief description of the feature",
"branchName": "feature/my-feature",
"userStories": [
{
"id": "US001",
"title": "Short descriptive title",
"description": "As a [user], I want [feature] so that [benefit]",
"acceptanceCriteria": [
"Specific testable criterion",
"Typecheck passes"
],
"priority": 1,
"passes": false
}
]
}
Story Guidelines
- Priority 1: Foundation - migrations, types, base components
- Priority 2-3: Core functionality
- Priority 4+: Secondary features, polish
- Each story should touch 1-3 files, not 10-file refactors
- Include "Typecheck passes" in acceptance criteria
CLI Commands
The daemon starts automatically when you run any command.
Running Sessions
# Create and start a session
ralph.mjs create --prd path/to/prd.json --start
# List all sessions
ralph.mjs list
# Check session status
ralph.mjs status <session-id>
# Follow logs in real-time
ralph.mjs logs <session-id> --follow
Session Control
# Pause a session
ralph.mjs pause <session-id> --reason "Waiting for API"
# Resume with guidance
ralph.mjs resume <session-id> --guidance "API is ready on port 3000"
# Inject guidance into running session
ralph.mjs inject <session-id> --message "Try using the helper in utils.ts"
# Abort a session
ralph.mjs abort <session-id>
Orchestration (Multi-Level)
For orchestrator PRDs that spawn child sessions:
# Spawn a child session
ralph.mjs spawn <parent-id> --prd child/prd.json --start
# List children of a session
ralph.mjs children <session-id>
# Wait for all children to complete
ralph.mjs wait <session-id>
# View session tree
ralph.mjs tree <session-id>
# Abort parent and all children
ralph.mjs abort <session-id> --cascade
PRD Types
| Type | Use Case |
|---|---|
code (default) |
Implement features, commit code |
orchestrator |
Coordinate multiple sub-Ralphs |
testing |
Browser automation testing |
Set via "type": "orchestrator" in prd.json.
Full CLI Reference
Run ralph.mjs --help for complete documentation.
# Supported AI Coding Agents
This skill is compatible with the SKILL.md standard and works with all major AI coding agents:
Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.