- Add database migration (004) to create prompt_templates, audit_rule_sets, and audit_rules tables with proper indexes
- Create PromptTemplate and AuditRule models with relationships and validation
- Implement prompt template API endpoints for CRUD operations and testing
- Implement audit rules API endpoints for CRUD operations and rule set management
- Add prompt and rules schemas for request/response validation
- Create prompt template initialization service with default system templates
- Integrate LLM service with prompt template system for dynamic prompt selection
- Add frontend pages for PromptManager and AuditRules management
- Add API client utilities for prompts and rules endpoints
- Update API router to include new prompts and rules endpoints
- Update database initialization to seed default templates and rules
- Update sidebar navigation to include new management pages
- Update frontend routes to support new prompt and rules management pages
- Add FileSelectionDialog component for granular file selection in audit tasks
- Extract task form logic into useTaskForm and useZipFile custom hooks
- Create modular components: BasicConfig, AdvancedOptions, ExcludePatterns, ProjectSelector, ZipFileSection
- Add file listing endpoint GET /projects/{id}/files with branch support
- Add branch listing endpoint GET /projects/{id}/branches for repository projects
- Implement ScanRequest model with file_paths, exclude_patterns, and branch_name fields
- Update scan endpoint to accept selective file scanning and exclude patterns
- Add branch_name and exclude_patterns fields to AuditTask model
- Enhance scanner service with GitHub and GitLab file/branch retrieval functions
- Improve CreateTaskDialog with better UX for repository and ZIP file scanning
- Support per-scan configuration storage in audit tasks
- Refactor repository scan services to handle file selection and branch parameters
- Replace individual adapter implementations (OpenAI, Claude, Gemini, DeepSeek, Qwen, Zhipu, Moonshot, Ollama) with unified LiteLLM adapter
- Keep native adapters for providers with special API formats (Baidu, MiniMax, Doubao)
- Update LLM factory to route requests through LiteLLM for supported providers
- Add test-llm endpoint to validate LLM connections with configurable timeout and token limits
- Add get-llm-providers endpoint to retrieve supported providers and their configurations
- Update config.py to ignore extra environment variables (VITE_* frontend variables)
- Refactor Baidu adapter to use new complete() method signature and improve error handling
- Update pyproject.toml dependencies to include litellm package
- Update env.example with new configuration options
- Simplify adapter initialization and reduce code duplication across multiple provider implementations