Refactor high-complexity React components in Dify frontend. Use when `pnpm analyze-component...
npx skills add kv0906/cc-skills --skill "ralph"
Install specific skill from multi-skill repository
# Description
Set up and run Ralph Wiggum loop - autonomous AI coding with clean slate iterations, PRD-driven features, and CI quality gates. Use for long-running autonomous coding tasks.
# SKILL.md
name: ralph
description: Set up and run Ralph Wiggum loop - autonomous AI coding with clean slate iterations, PRD-driven features, and CI quality gates. Use for long-running autonomous coding tasks.
Ralph Wiggum Loop Skill
Autonomous AI coding pattern that runs agents in iterations with clean context, working on PRD-driven features while maintaining CI green.
Commands
| Command | Action |
|---|---|
/ralph |
Show help menu |
/ralph setup |
Create Ralph infrastructure |
/ralph init |
Build custom PRD interactively |
/ralph run |
Execute the autonomous loop |
/ralph setup
Create all Ralph files in the current directory.
Steps:
1. Read and copy templates from this skill's templates/ folder:
- templates/ralph-loop.sh → ./ralph-loop.sh
- templates/prd.json → ./prd.json
- templates/progress.txt → ./progress.txt
- templates/README-RALPH.md → ./README-RALPH.md
-
Make script executable:
chmod +x ralph-loop.sh -
Detect project context and customize:
- Check for
package.json→ determine package manager (pnpm/npm/yarn) - Check for
tsconfig.json→ TypeScript project -
Update test commands in ralph-loop.sh accordingly
-
Show completion message with next steps
/ralph init
Guide user through creating a custom PRD interactively.
Questions to ask:
1. Project name?
2. What features do you want to build? (collect 3-5 user stories)
3. For each story:
- Title?
- Description?
- Acceptance criteria? (3-5 specific, testable criteria)
Output: Generate prd.json with user's input. Offer to create other Ralph files if not present.
/ralph run
Execute the Ralph loop.
Pre-flight checks:
1. Verify ralph-loop.sh exists
2. Verify prd.json exists
3. Show summary:
- Total user stories
- Incomplete stories (where passes: false)
- Max iterations configured
4. Ask for confirmation
5. Execute: ./ralph-loop.sh
/ralph (no args)
Show help menu:
Ralph Wiggum Loop - Autonomous AI Coding
Commands:
/ralph setup - Create Ralph infrastructure in this directory
/ralph init - Create a new PRD from scratch
/ralph run - Run the Ralph loop
What would you like to do?
Key Principles
- Clean slate each iteration - Fresh context, no baggage
- One feature at a time - Prevents scope creep
- CI must stay green - Tests and types pass every commit
- Progress tracking - Append to progress.txt each iteration
- Clear stop condition -
<promise>COMPLETE</promise>when all stories pass - Safety limit - Max iterations prevents infinite loops
PRD Quality Checklist
Good user stories are:
- ✅ Specific and scoped (completable in one iteration)
- ✅ Clear acceptance criteria (testable, unambiguous)
- ✅ Properly prioritized (1 = highest)
- ✅ Has "passes": false initially
Bad user stories are:
- ❌ Too vague ("build the UI")
- ❌ Too large (touches many systems)
- ❌ Unclear criteria ("make it nice")
# 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.