VIBN Frontend for Coolify deployment
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PROMPT_REFACTOR_COMPLETE.md
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PROMPT_REFACTOR_COMPLETE.md
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# ✅ Prompt Versioning Refactor - Complete
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**Date:** November 17, 2024
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**Status:** Production Ready
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---
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## 🎯 What Changed
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### **Before:**
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```
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lib/ai/chat-modes.ts (297 lines)
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└─ All 6 mode prompts in one giant file
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```
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### **After:**
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```
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lib/ai/
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├─ chat-modes.ts (38 lines) - Just type definitions & imports
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└─ prompts/
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├─ README.md - Documentation
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├─ index.ts - Exports all prompts
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├─ shared.ts - Shared components
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├─ collector.ts - Collector mode (versioned)
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├─ extraction-review.ts - Extraction review mode (versioned)
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├─ vision.ts - Vision mode (versioned)
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├─ mvp.ts - MVP mode (versioned)
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├─ marketing.ts - Marketing mode (versioned)
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└─ general-chat.ts - General chat mode (versioned)
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```
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---
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## ✨ Benefits
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### 1. **Clean Separation**
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Each prompt is now in its own file:
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- Easy to find and edit
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- Clear git diffs
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- No accidentally changing the wrong prompt
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### 2. **Version Control**
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Each file tracks versions:
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```typescript
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const COLLECTOR_V1: PromptVersion = {
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version: 'v1',
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createdAt: '2024-11-17',
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description: 'Initial version with GitHub analysis',
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prompt: `...`
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};
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export const collectorPrompts = {
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v1: COLLECTOR_V1,
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current: 'v1', // ← Change this to switch versions
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};
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```
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### 3. **Easy Rollback**
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Problem with a new prompt? Just change one line:
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```typescript
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current: 'v1' // Rolled back instantly
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```
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### 4. **A/B Testing Ready**
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Can test multiple versions:
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```typescript
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const version = userInExperiment ? 'v2' : 'v1';
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const prompt = collectorPrompts[version].prompt;
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```
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### 5. **Documentation Built-In**
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Each version has metadata:
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- `version` - Version identifier
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- `createdAt` - When it was created
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- `description` - What changed
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- `prompt` - The actual prompt text
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---
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## 📝 How to Use
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### **View Current Prompts**
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```typescript
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import { MODE_SYSTEM_PROMPTS } from '@/lib/ai/chat-modes';
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// Same API as before - no breaking changes!
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const prompt = MODE_SYSTEM_PROMPTS['collector_mode'];
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```
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### **Access Version History**
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```typescript
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import { collectorPrompts } from '@/lib/ai/prompts';
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console.log(collectorPrompts.v1.prompt); // Old version
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console.log(collectorPrompts.current); // 'v1'
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console.log(collectorPrompts.v1.description); // Why it changed
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```
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### **Add a New Version**
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1. Open the relevant file (e.g., `prompts/collector.ts`)
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2. Add new version:
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```typescript
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const COLLECTOR_V2: PromptVersion = {
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version: 'v2',
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createdAt: '2024-12-01',
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description: 'Added context-aware chunking instructions',
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prompt: `...`,
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};
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```
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3. Update exports:
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```typescript
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export const collectorPrompts = {
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v1: COLLECTOR_V1,
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v2: COLLECTOR_V2, // Add
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current: 'v2', // Switch
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};
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```
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### **Rollback a Prompt**
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Just change the `current` field:
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```typescript
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export const collectorPrompts = {
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v1: COLLECTOR_V1,
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v2: COLLECTOR_V2,
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current: 'v1', // ← Back to v1
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};
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```
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---
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## 🔍 Verification
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### **All Tests Pass**
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```bash
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✅ Server starts successfully
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✅ No import errors
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✅ No linter errors
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✅ Prompts load correctly
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✅ AI chat working
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```
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### **File Structure**
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```
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lib/ai/prompts/
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├── README.md (4.5 KB) - Full documentation
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├── collector.ts (3.6 KB)
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├── extraction-review.ts (2.1 KB)
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├── vision.ts (2.3 KB)
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├── mvp.ts (2.0 KB)
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├── marketing.ts (2.1 KB)
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├── general-chat.ts (2.1 KB)
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├── shared.ts (851 B)
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└── index.ts (1.2 KB)
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```
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### **No Duplicates**
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- ✅ Old 297-line file replaced with 38-line import file
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- ✅ All prompts moved to separate versioned files
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- ✅ No redundant code
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---
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## 🚀 Next Steps
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### **Immediate:**
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1. ✅ Server is running with new structure
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2. ✅ Test AI chat to verify prompts work
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3. ✅ Commit changes to git
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### **Future Enhancements:**
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#### **1. Context-Aware Chunking**
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Add to each prompt:
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```typescript
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**Retrieved Context Format**:
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When vector search returns chunks, they include:
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- Document title and type
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- Chunk number and total chunks
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- Source metadata (importance, origin)
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Always acknowledge the source when using retrieved information.
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```
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#### **2. Analytics Tracking**
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```typescript
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await logPromptUsage({
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mode: 'collector_mode',
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version: collectorPrompts.current,
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responseTime: 1234,
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userSatisfaction: 4.5,
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});
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```
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#### **3. A/B Testing Framework**
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```typescript
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const { version, prompt } = await getPromptForUser(
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userId,
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'collector_mode'
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);
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// Returns v1 or v2 based on experiment assignment
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```
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#### **4. Database Storage**
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Move to Firestore for:
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- No-deploy prompt updates
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- Per-user customization
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- Instant rollbacks
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- Usage analytics
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---
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## 📚 Documentation
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Full guide available in: `lib/ai/prompts/README.md`
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Topics covered:
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- How to add new versions
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- How to rollback
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- Best practices
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- Future enhancements
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- Example workflows
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---
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## ✅ Migration Checklist
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- [x] Create `lib/ai/prompts/` directory
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- [x] Extract shared components to `shared.ts`
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- [x] Create versioned prompt files for all 6 modes
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- [x] Add version metadata (version, date, description)
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- [x] Create index file with exports
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- [x] Update `chat-modes.ts` to import from new files
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- [x] Write comprehensive README
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- [x] Test server startup
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- [x] Verify no import errors
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- [x] Verify no linter errors
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- [x] Verify AI chat works
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- [x] Document migration
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---
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## 🎉 Summary
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**Your prompts are now:**
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- ✅ **Organized** - One file per mode
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- ✅ **Versioned** - Full history tracking
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- ✅ **Documented** - Metadata for each version
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- ✅ **Flexible** - Easy to update, rollback, or A/B test
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- ✅ **Scalable** - Ready for database storage if needed
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**No breaking changes** - existing code works exactly the same, just with better structure under the hood!
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🚀 Ready to add context-aware chunking to prompts whenever you want!
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