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AI Assistant Guide
This file provides guidance to AI coding assistants when working with code in this repository. Adherence to these guidelines is crucial for maintaining code quality and consistency.
Guiding Principles
- Clarity and Simplicity: Write code that is easy to understand and maintain.
- Consistency: Follow existing patterns and conventions in the codebase.
- Correctness: Ensure code is correct, well-tested, and robust.
- Efficiency: Write performant code and use resources judiciously.
MUST Follow Rules
- Code Search: Use
ast-grepfor semantic code pattern searches when available. Fallback torg(ripgrep) orgrepfor text-based searches. - UI Framework: Exclusively use HeroUI for all new UI components. The use of
antdorstyled-componentsis strictly PROHIBITED. - Quality Assurance: Always run
yarn build:checkbefore finalizing your work or making any commits. This ensures code quality (linting, testing, and type checking). - Centralized Logging: Use the
loggerServiceexclusively for all application logging (info, warn, error levels) with proper context. Do not useconsole.log. - External Research: Leverage
subagentfor gathering external information, including latest documentation, API references, news, or web-based research. This keeps the main conversation focused on the task at hand. - Code Reviews: Always seek a code review from a human developer before merging significant changes. This ensures adherence to project standards and catches potential issues.
- Documentation: Update or create documentation for any new features, modules, or significant changes to existing functionality.
Development Commands
- Install:
yarn install - Development:
yarn dev- Runs Electron app in development mode - Debug:
yarn debug- Starts with debugging enabled, use chrome://inspect - Build Check:
yarn build:check- REQUIRED before commits (lint + test + typecheck) - Test:
yarn test- Run all tests (Vitest) - Single Test:
yarn test:mainoryarn test:renderer - Lint:
yarn lint- Fix linting issues and run typecheck
Project Architecture
Electron Structure
- Main Process (
src/main/): Node.js backend with services (MCP, Knowledge, Storage, etc.) - Renderer Process (
src/renderer/): React UI with Redux state management - Preload Scripts (
src/preload/): Secure IPC bridge
Key Components
- AI Core (
src/renderer/src/aiCore/): Middleware pipeline for multiple AI providers. - Services (
src/main/services/): MCPService, KnowledgeService, WindowService, etc. - Build System: Electron-Vite with experimental rolldown-vite, yarn workspaces.
- State Management: Redux Toolkit (
src/renderer/src/store/) for predictable state. - UI Components: HeroUI (
@heroui/*) for all new UI elements.
Logging
import { loggerService } from '@logger'
const logger = loggerService.withContext('moduleName')
// Renderer: loggerService.initWindowSource('windowName') first
logger.info('message', CONTEXT)