Implement dashboard functionality to manually trigger AI analysis for
feedback that was submitted before Phase 4 or failed analysis. Adds
detection mechanism to identify which feedback has been analyzed.
Features:
- Manual analysis trigger route: POST /feedback/{id}/analyze
- Detection of whether feedback has been analyzed (analysis.md exists)
- Dashboard UI button showing "Analyze" or "Re-analyze"
- Visual feedback for feedback without text content
- Comprehensive error handling and flash messages
Implementation:
- app/routes/dashboard.py: Added trigger_analysis() route handler
- app/routes/dashboard.py: Updated detail() to pass analysis status
- app/services/feedback_storage.py: Added has_analysis() helper method
- app/templates/dashboard/detail.html: Added analyze button UI
- tests/contract/test_dashboard_routes.py: Added 3 new contract tests
Testing:
- test_post_trigger_analysis_success: Successful manual analysis
- test_post_trigger_analysis_no_content: Reject empty content
- test_post_trigger_analysis_unauthenticated: Auth required
- All 49 tests passing (1 skipped)
User Experience:
- Green box with "Analyze" button for unanalyzed feedback
- Blue box with "Re-analyze" button for already analyzed feedback
- Red box with info message for feedback without text content
- Flash messages show success/error after analysis
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Implement automatic AI analysis of feedback submissions using Claude API,
including language detection, categorization, summarization, and translation
to product owner's preferred language.
Tasks Completed (T065-T092):
- T065-T069: Unit tests for AI analyzer (5 tests)
- T070: Integration test for full AI analysis workflow
- T071: Created AIAnalyzer abstract base class interface
- T072: Added AnalysisResult dataclass to feedback model
- T073: Implemented ClaudeAnalyzer with Anthropic SDK
- T074: Integrated Claude API with 45s timeout
- T075: Designed single-call analysis prompt
- T076: Language detection implementation
- T077: Category extraction with validation
- T078: Summary generation (1-2 sentences)
- T079: Translation extraction
- T080: Timeout handling for Claude API
- T081: API error handling with proper exceptions
- T082: Analysis storage to analysis.md file
- T083: Formatted markdown output for analysis
- T084: Background analysis trigger on submission
- T085: Non-blocking async analysis via threading
- T086: Status update to 'analyzing' before analysis
- T087: Status update to 'analyzed' on success
- T088: Status update to 'analysis_failed' on error
- T089: Metadata update with category and language
- T090: Environment configuration for ANTHROPIC_API_KEY
- T091: Verification that original content.txt preserved (FR-016)
- T092: Verification that images not analyzed via OCR (FR-021)
Features:
- Abstract AIAnalyzer interface for multiple AI providers
- ClaudeAnalyzer implementation using Anthropic API
- Background threading for non-blocking analysis
- Flask app context management in background threads
- Comprehensive error handling and status tracking
- Original content preservation (FR-016 compliance)
- Image storage without OCR (FR-021 compliance)
Testing:
- 5 unit tests for AI analyzer components
- 2 integration tests for full analysis workflow
- All 46 tests passing (1 skipped)
- Mock-based testing to avoid API calls
Files Changed:
- app/models/feedback.py: Added AnalysisResult dataclass
- app/routes/submission.py: Background analysis integration
- app/services/ai_analyzer.py: NEW - AI analysis service
- app/services/feedback_storage.py: Analysis storage methods
- tests/unit/test_ai_analyzer.py: NEW - Unit tests (5 tests)
- tests/integration/test_ai_analysis_flow.py: NEW - Integration tests (2 tests)
- tests/integration/test_feedback_submission_flow.py: Threading mock added
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Add complete dashboard functionality for product owners and administrators to view, filter, search, and manage feedback submissions following Test-First Discipline.
Tests (T093-T105):
- Add 12 contract tests for dashboard routes (authentication, listing, filtering, search, detail view, status updates, attachment downloads, access control)
- Add 2 integration tests for complete dashboard workflow and access control enforcement
- All tests written first and verified to fail before implementation
Services (T111-T118):
- Enhance FeedbackStorageService with load_feedback_list() for pagination, filtering, searching, and sorting
- Add load_feedback_detail() to load complete feedback with attachments and analysis
- Add update_feedback_status_by_id() for status management
- Add get_attachment_path() with path traversal prevention
Routes (T119-T134):
- Implement GET /dashboard with filters, search, and pagination (50 items/page)
- Implement GET /feedback/<id> detail view with role-based access control
- Implement POST /feedback/<id>/status for status updates
- Implement GET /feedback/<id>/attachment/<filename> for secure file downloads
- Add access control helpers (administrators see all products, owners see only assigned)
Templates (T135-T136):
- Create dashboard/list.html with filter form, search, and pagination
- Create dashboard/detail.html with status update form and attachment links
- Create error_403.html for access denied
- Create error_404.html for not found
Integration & Bug Fixes:
- Update auth routes to remove /auth prefix and redirect to dashboard after login
- Update Feedback.VALID_STATUSES to include dashboard statuses (in_progress, resolved, closed)
- Register error handlers for 403 and 404 in app factory
- Fix test fixtures to use correct users.yaml format and User.hash_password()
Test Results: 39 passed, 1 skipped (all Phase 5 tests passing)
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
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