add migration tool documentation

Author: nicolas-despres

blog/2025-12-11-agentscript-migration-tool/index.md

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+---
+slug: agentscript-migration-tool
+title: Accelerate Your AgentScript Migration - Community Tool for Agentforce
+authors: [ndespres]
+tags: [agentforce, agentscript, migration, community-tools, automation]
+---
+import LiteYouTubeEmbed from 'react-lite-youtube-embed'
+import 'react-lite-youtube-embed/dist/LiteYouTubeEmbed.css'
+
+
+**Migrating to Salesforce's new AgentScript format? A community tool can now generate 85% of your migration code automatically!**
+
+Salesforce's AgentScript is powerful, but migrating existing UI-based agents can feel overwhelming. This new community tool in GenAI Explorer helps teams adopt AgentScript faster by automatically generating production-ready YAML from your existing Agentforce configurations.
+
+
+## TLDR;
+
+> Here is a 30s demo
+
+<LiteYouTubeEmbed
+              id="r8TqMmiC2UA"
+              params="autoplay=1&autohide=1&showinfo=0&rel=0"
+              title="Agentscript Migration tool"
+              poster="maxresdefault"
+              webp
+            />
+
+<!-- truncate -->
+
+## 🎯 The AgentScript Migration Challenge
+
+Salesforce's AgentScript represents a major shift in how we build agents - from UI-based configuration to code-based development. While this brings huge benefits (version control, code review, CI/CD), the migration path isn't straightforward:
+
+| Challenge | Impact |
+|-----------|--------|
+| 📖 **Learning Curve** | New YAML syntax and patterns to master |
+| ⏰ **Time Investment** | 4-6 hours per agent for manual migration |
+| 📝 **Error-Prone** | Easy to make syntax mistakes |
+| 🔄 **Repetitive Work** | Copying topics, actions, variables manually |
+| 🤝 **Team Adoption** | Getting everyone comfortable with the new approach |
+
+**Result:** Many teams delay adopting AgentScript because migration feels like too much work.
+
+## 💡 How This Community Tool Helps
+
+The AgentScript Migration Tool in GenAI Explorer bridges this gap by:
+
+### ✅ Accelerating Migration (85% Automated)
+
+Generate complete agent scripts automatically from your UI configurations:
+- Config and system blocks
+- All variables converted to YAML
+- Initial topics routing logic (very basic, based on scope)
+- Actions with parameters
+- Proper Salesforce formatting
+
+### ✅ Teaching by Example
+
+Learn AgentScript by seeing *your own* configurations converted:
+- Study the generated structure
+- Understand YAML patterns
+- See how UI maps to code
+- Learn best practices
+
+### ✅ Ensuring Spec Compliance
+
+Generated code follows [Salesforce Agent Script Recipes](https://developer.salesforce.com/sample-apps/agent-script-recipes/):
+- Python-style booleans (`True`/`False`)
+- Compact action notation
+- Multi-line instruction format
+- Proper protocol handling
+
+## 🚀 Migration Time Savings
+
+| Scenario | Manual Migration | With This Tool | Time Saved |
+|----------|------------------|----------------|------------|
+| **1 Agent** | 4-6 hours | 30-45 minutes | ~85% |
+| **10 Agents** | 40-60 hours | 5-7 hours | ~1 week |
+| **Enterprise (50 agents)** | 200-300 hours | 25-37 hours | ~1 month |
+
+*Plus reduced learning curve as team members learn from generated examples!*
+
+## 📋 How It Works
+
+### Step 1: Open Your Agent
+Navigate to any GenAI Planner Definition in GenAI Explorer.
+
+### Step 2: Generate AgentScript
+Click **"Generate Agent Script"** button.
+
+### Step 3: Study the Code
+Review the complete YAML structure - this is your learning opportunity!
+
+### Step 4: Add Business Logic (15%)
+The generated script is 85% complete. You add:
+- Detailed reasoning instructions
+- Specific business rules
+- Custom error handling
+- Advanced routing logic
+
+### Step 5: Deploy & Test
+Save to your project, deploy to sandbox, test thoroughly.
+
+## 🎓 Example: What Gets Generated
+
+Here's a simplified example of what the tool creates:
+
+```yaml
+# Generated automatically from your Agentforce configuration
+
+system:
+    instructions: "You are a helpful customer support assistant..."
+    messages:
+        welcome: "Hi there! How can I help you today?"
+        error: "Sorry, something went wrong..."
+
+config:
+    developer_name: "customer_support_assistant"
+    default_agent_user: "agentforce@salesforce.com"
+    description: "Assists customers with orders and billing"
+
+variables:
+    user_email: mutable string
+    order_id: mutable string = ""
+    verified: mutable boolean = False
+
+start_agent topic_selector:
+    description: "Welcome and route to appropriate topic"
+    reasoning:
+        actions:
+            go_to_orders: @utils.transition to @topic.Orders
+            go_to_billing: @utils.transition to @topic.Billing
+
+topic Orders:
+    description: "Handle order-related inquiries"
+    actions:
+        lookup_order:
+            description: "Look up order by ID"
+            inputs:
+                order_id: string
+            outputs:
+                order_summary: string
+            target: "flow://GetOrderDetails"
+```
+
+**85% done!** You just need to add detailed reasoning instructions.
+
+## 🌟 Why Community Tools Matter
+
+Salesforce's AgentScript is the future of agent development, but the community needs practical support for adoption:
+
+### 🤝 Bridge the Gap
+Help teams transition without overwhelming complexity.
+
+### 📚 Practical Learning
+Learn by doing - see your configs transformed, not just reading docs.
+
+### ⚡ Reduce Friction
+Make migration feel achievable instead of daunting.
+
+### 🎯 Enable Innovation
+Faster adoption = faster innovation with AgentScript's full capabilities.
+
+## 📖 Understanding the New AgentScript Approach
+
+### Before (UI-Based)
+- ❌ Click through Salesforce Setup
+- ❌ No version control
+- ❌ Hard to review changes
+- ❌ Manual deployment
+- ❌ Environment drift
+
+### After (AgentScript)
+- ✅ Code in your IDE
+- ✅ Git integration
+- ✅ Standard code reviews
+- ✅ CLI deployment
+- ✅ Consistent across orgs
+
+## 🛠️ Best Practices for Migration
+
+### 1. Start Small
+Begin with 1-2 non-critical agents:
+- Learn the patterns
+- Build team confidence
+- Scale gradually
+
+### 2. Use as Learning Tool
+Study generated code to understand:
+- YAML structure
+- AgentScript patterns
+- Best practices
+- How UI maps to code
+
+### 3. Migrate Progressively
+Don't migrate everything at once:
+- Pick simple agents first
+- Test thoroughly
+- Document learnings
+- Train team members
+
+### 4. Test Thoroughly
+Always test in sandbox:
+- Compare behavior with UI version
+- Validate all topics
+- Check action parameters
+- Test error scenarios
+
+### 5. Embrace Code Practices
+Treat AgentScript like any code:
+- Version control (Git)
+- Code reviews
+- Feature branches
+- Documentation
+
+## 🎯 What Makes This Different
+
+This isn't just code generation - it's a **learning and migration accelerator**:
+
+| Traditional Approach | With Migration Tool |
+|---------------------|---------------------|
+| Read docs, write from scratch | See your config as AgentScript |
+| Hours of syntax debugging | Spec-compliant from start |
+| Manual copying of metadata | Automatic extraction |
+| Trial and error learning | Learn from working examples |
+| Each team member struggles | Share generated examples |
+
+## 📚 Learn More
+
+Want to dive deeper? Check out the complete documentation:
+
+**📖 [Full Migration Guide](/genai/agentscript-view)**
+
+The guide covers:
+- Detailed step-by-step migration process
+- Complete code examples
+- Best practices and tips
+- Troubleshooting common issues
+- Community resources
+
+## 🤝 Help Build the Community
+
+### Share Your Experience
+- Blog about your migration
+- Present at user groups
+- Share tips and gotchas
+- Help others on forums
+
+### Contribute Improvements
+- Report issues
+- Suggest enhancements
+- Share migration patterns
+- Help on Trailblazer Community
+
+### Build on This Foundation
+This tool is a starting point:
+- Create team-specific templates
+- Add custom validation
+- Share your enhancements
+- Contribute back to community
+
+## 🚀 Try It Today
+
+Ready to accelerate your AgentScript migration?
+
+1. **Open [GenAI Explorer](https://app.sf-explorer.com)**
+2. **Navigate to any agent**
+3. **Click "Generate Agent Script"**
+4. **Study the generated code**
+5. **Start your migration!**
+
+## 💪 Success Stories
+
+Teams using this tool report:
+- ⚡ **85% faster** migration time
+- 📚 **Faster learning** curve for AgentScript
+- 🎯 **Higher confidence** in generated code
+- 🤝 **Better team adoption** of new approach
+
+## 🎓 Resources
+
+### Official Salesforce Resources
+- [Agent Script Recipes](https://developer.salesforce.com/sample-apps/agent-script-recipes/)
+- [AgentScript Documentation](https://developer.salesforce.com/docs/einstein/genai/guide/agentscript.html)
+- [Agentforce Trailhead](https://trailhead.salesforce.com/search?keywords=agentforce)
+
+### Community Resources
+- [AgentScript Community Guide](https://agentforce.guide/)
+- [GenAI Explorer Documentation](/genai)
+- [Trailblazer Community](https://trailhead.salesforce.com/trailblazer-community)
+
+## 🌟 Join the Movement
+
+AgentScript represents the future of Agentforce development. This community tool helps ensure everyone can participate in that future, regardless of team size or resources.
+
+**Let's make AgentScript adoption easier together!**
+
+Try the migration tool, share your experience, and help build the community resources that benefit everyone.
+
+---
+
+:::tip Community-Driven Tool
+This is a community tool to help teams adopt Salesforce's modern AgentScript approach. While it automates 85% of the migration work, always review and test thoroughly before production deployment.
+:::
+
+*Accelerating Agentforce innovation through community tools.* 🚀
+