# **EXECUTION PLAN: 8 PHASES**

## **PHASE 1: AUTO-CLUSTER AI FUNCTION FIXES** 
*Critical automation bug fixes*

- Fix auto_cluster AI function to set cluster status to 'new' instead of 'active'
- Verify keyword-to-cluster mapping logic in auto_cluster save_output method
- Test keyword status update from 'new' to 'mapped' after clustering
- Add logging to track cluster status assignments
- Verify cluster.status field behavior in automation service Stage 1

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## **PHASE 2: AUTOMATION STAGE PROCESSING CORE FIXES**
*Sequential processing and batch logic*

- Fix Stage 1 batch size configuration reading (currently processes 5 instead of 20)
- Implement dynamic batch size logic (min(queue_count, batch_size))
- Add pre-stage validation to verify previous stage completion
- Add post-stage validation to verify output creation
- Fix Stage 4 loop to process all tasks in queue (not stopping early)
- Add stage handover validation logging
- Implement within-stage delays (3-5 seconds between batches)
- Implement between-stage delays (5-10 seconds between stages)
- Add delay configuration fields to AutomationConfig model

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## **PHASE 3: AUTOMATION STAGE 5 & 6 FIXES**
*Image pipeline completion*

- Fix Stage 5 trigger condition (Content → Image Prompts)
- Verify Content model status='draft' check in Stage 4
- Fix Stage 5 query to match Content without images
- Add Stage 5 logging for found content pieces
- Test Stage 6 image generation API integration
- Verify image provider connections
- Add error handling for image generation failures

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## **PHASE 4: BACKEND SITEBUILDER CLEANUP - MODELS & MIGRATIONS**
*Database and model cleanup*

- Verify migration 0002_remove_blueprint_models.py ran successfully in production
- Run SQL queries to check for orphaned blueprint tables
- Delete models.py stub file
- Remove entire backend/igny8_core/business/site_building/ directory
- Delete site_builder.backup directory
- Remove site_building from INSTALLED_APPS in settings.py (commented lines)
- Remove site-builder URL routing from urls.py (commented lines)
- Run Django system checks to verify no broken references

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## **PHASE 5: BACKEND SITEBUILDER CLEANUP - AI & SERVICES**
*Remove deprecated AI functions and services*

- Delete generate_page_content.py
- Update registry.py to remove generate_page_content loader
- Update engine.py to remove generate_page_content mappings
- Remove SiteBlueprint imports from content_sync_service.py (lines 378, 488)
- Remove SiteBlueprint imports from sync_health_service.py (line 335)
- Delete sites_renderer_adapter.py
- Delete deployment_readiness_service.py
- Remove blueprint deployment methods from deployment_service.py
- Delete all site_building test files in backend/igny8_core/business/site_building/tests/
- Delete all site_building publishing test files

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## **PHASE 6: FRONTEND SITEBUILDER CLEANUP**
*Remove deprecated UI components and pages*

- Delete frontend/src/types/siteBuilder.ts
- Delete frontend/src/services/siteBuilder.api.ts
- Remove blueprint functions from api.ts (lines 2302-2532)
- Delete siteDefinitionStore.ts
- Review and remove/refactor Editor.tsx
- Review and remove/refactor DeploymentPanel.tsx
- Remove blueprint references from Dashboard.tsx
- Remove blueprint references from PageManager.tsx
- Delete SiteProgressWidget.tsx (if blueprint-specific)
- Remove [Site Builder] title logic from tasks.config.tsx
- Remove blueprint fallback from loadSiteDefinition.ts (lines 103-159)

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## **PHASE 7: AUTOMATION UI REDESIGN**
*Visual improvements and new components*

- Redesign stage card layout (smaller icons, restructured headers)
- Add progress bars to individual stage cards
- Add overall pipeline progress bar above stage cards
- Create MetricsSummary cards (Keywords, Clusters, Ideas, Content, Images)
- Separate Stages 3 & 4 into individual cards (currently combined)
- Add missing Stage 5 card (Content → Image Prompts)
- Restructure stage cards into 2 rows (4 cards each)
- Design Stage 7 Review Gate card (amber/orange warning style)
- Design Stage 8 Status Summary card (informational display)
- Remove "Pipeline Overview" redundant header section
- Compact schedule panel into single row
- Update AutomationPage.tsx component structure
- Add responsive layout (desktop 4/row, tablet 2/row, mobile 1/row)

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## **PHASE 8: AUTOMATION ENHANCEMENTS & DOCUMENTATION**
*Additional features and cleanup*

- Add credit usage tracking per stage in stage_N_result JSON
- Add estimated completion time per stage
- Add error rate monitoring per stage
- Add stage completion percentage display
- Add stage start/end timestamp logging
- Update automation documentation to reflect changes
- Remove SiteBuilder references from 01-IGNY8-REST-API-COMPLETE-REFERENCE.md
- Remove SiteBuilder from 00-SYSTEM-ARCHITECTURE-MASTER-REFERENCE.md
- Remove SiteBuilder from 02-PLANNER-WRITER-WORKFLOW-TECHNICAL-GUIDE.md
- Delete QUICK-REFERENCE-TAXONOMY.md (references SiteBuilder removal)
- Create database migration verification script for orphaned data
- Run final system-wide verification tests

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**TOTAL: 8 PHASES | 76 TASKS**

**ESTIMATED EXECUTION TIME: 4-6 hours**  
**COMPLEXITY LEVEL: High (requires careful coordination of backend, frontend, database, and UI changes)**