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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 (MUST FOLLOW)
- Keep it clear: Write code that is easy to read, maintain, and explain.
- Match the house style: Reuse existing patterns, naming, and conventions.
- Search smart: Prefer
ast-grepfor semantic queries; fall back torg/grepwhen needed. - Build with Tailwind CSS & Shadcn UI: Use components from
@packages/ui(Shadcn UI + Tailwind CSS) for every new UI component; never addantdorstyled-components. - Log centrally: Route all logging through
loggerServicewith the right context—noconsole.log. - Research via subagent: Lean on
subagentfor external docs, APIs, news, and references. - Always propose before executing: Before making any changes, clearly explain your planned approach and wait for explicit user approval to ensure alignment and prevent unwanted modifications.
- Lint, test, and format before completion: Coding tasks are only complete after running
pnpm lint,pnpm test, andpnpm formatsuccessfully. - Write conventional commits: Commit small, focused changes using Conventional Commit messages (e.g.,
feat:,fix:,refactor:,docs:).
Pull Request Workflow (CRITICAL)
When creating a Pull Request, you MUST:
- Read the PR template first: Always read
.github/pull_request_template.mdbefore creating the PR - Follow ALL template sections: Structure the
--bodyparameter to include every section from the template - Never skip sections: Include all sections even if marking them as N/A or "None"
- Use proper formatting: Match the template's markdown structure exactly (headings, checkboxes, code blocks)
Development Commands
- Install:
pnpm install- Install all project dependencies - Development:
pnpm dev- Runs Electron app in development mode with hot reload - Debug:
pnpm debug- Starts with debugging enabled, usechrome://inspectto attach debugger - Build Check:
pnpm build:check- REQUIRED before commits (lint + test + typecheck)- If having i18n sort issues, run
pnpm i18n:syncfirst to sync template - If having formatting issues, run
pnpm formatfirst
- If having i18n sort issues, run
- Test:
pnpm test- Run all tests (Vitest) across main and renderer processes - Single Test:
pnpm test:main- Run tests for main process onlypnpm test:renderer- Run tests for renderer process only
- Lint:
pnpm lint- Fix linting issues and run TypeScript type checking - Format:
pnpm format- Auto-format code using Biome
Project Architecture
Electron Structure
- Main Process (
src/main/): Node.js backend with services (MCP, Knowledge, Storage, etc.) - Renderer Process (
src/renderer/): React UI - Preload Scripts (
src/preload/): Secure IPC bridge
Key Architectural Components
Data Management
MUST READ: docs/en/references/data/README.md for system selection, architecture, and patterns.
| System | Use Case | APIs |
|---|---|---|
| Cache | Temp data (can lose) | useCache, useSharedCache, usePersistCache |
| Preference | User settings | usePreference |
| DataApi | Business data (critical) | useQuery, useMutation |
Database: SQLite + Drizzle ORM, schemas in src/main/data/db/schemas/, migrations via yarn db:migrations:generate
Build System
- Electron-Vite: Development and build tooling (v4.0.0)
- Rolldown-Vite: Using experimental rolldown-vite instead of standard vite
- Workspaces: Monorepo structure with
packages/directory - Multiple Entry Points: Main app, mini window, selection toolbar
- Styled Components: CSS-in-JS styling with SWC optimization
Testing Strategy
- Vitest: Unit and integration testing
- Playwright: End-to-end testing
- Component Testing: React Testing Library
- Coverage: Available via
yarn test:coverage
Key Patterns
- IPC Communication: Secure main-renderer communication via preload scripts
- Service Layer: Clear separation between UI and business logic
- Plugin Architecture: Extensible via MCP servers and middleware
- Multi-language Support: i18n with dynamic loading
- Theme System: Light/dark themes with custom CSS variables
v2 Refactoring (In Progress)
The v2 branch is undergoing a major refactoring effort:
Data Layer
- Removing: Redux, Dexie
- Adopting: Cache / Preference / DataApi architecture (see Data Management)
UI Layer
- Removing: antd, HeroUI, styled-components
- Adopting:
@cherrystudio/ui(located inpackages/ui, Tailwind CSS + Shadcn UI) - Prohibited: antd, HeroUI, styled-components
File Naming Convention
During migration, use *.v2.ts suffix for files not yet fully migrated:
- Indicates work-in-progress refactoring
- Avoids conflicts with existing code
- Post-completion: These files will be renamed or merged into their final locations
Logging Standards
Usage
import { loggerService } from "@logger";
const logger = loggerService.withContext("moduleName");
// Renderer: loggerService.initWindowSource('windowName') first
logger.info("message", CONTEXT);