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@@ -1,7 +0,0 @@
|
||||
---
|
||||
"claude-dev": minor
|
||||
---
|
||||
Add Bedrock prompt caching support (optional).
|
||||
|
||||
This feature protected under checkbox because it is not yet rolled out to everyone, and if you will try to send cache headers, and its not enabled for you, you will get error.
|
||||
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"claude-dev": minor
|
||||
---
|
||||
|
||||
add open ai cache to ui
|
||||
@@ -1,5 +0,0 @@
|
||||
---
|
||||
"claude-dev": patch
|
||||
---
|
||||
|
||||
fixes an issue with Azure API version detection in the OpenAI provider
|
||||
@@ -1,5 +0,0 @@
|
||||
---
|
||||
"claude-dev": minor
|
||||
---
|
||||
|
||||
Add size calculation to "Delete all Tasks" button
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"claude-dev": minor
|
||||
---
|
||||
|
||||
updated gemini caching for OR and cline provider
|
||||
@@ -1,5 +0,0 @@
|
||||
---
|
||||
"claude-dev": patch
|
||||
---
|
||||
|
||||
SuccessButton to Tailwind
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"claude-dev": patch
|
||||
---
|
||||
|
||||
Make Previous Updates in the Announcement a dropdown
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"claude-dev": minor
|
||||
---
|
||||
|
||||
add ui for windsurf and cursor rules
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"claude-dev": patch
|
||||
---
|
||||
|
||||
Batch selection and deletion of tasks in history
|
||||
@@ -0,0 +1,5 @@
|
||||
---
|
||||
"claude-dev": minor
|
||||
---
|
||||
|
||||
Migrate getting-started section to new docs
|
||||
@@ -8,16 +8,18 @@ Cline is a VSCode extension that provides AI assistance through a combination of
|
||||
|
||||
```mermaid
|
||||
graph TB
|
||||
subgraph VSCode Extension Host
|
||||
subgraph Core Extension
|
||||
subgraph VSCodeExtensionHost[VSCode Extension Host]
|
||||
subgraph CoreExtension[Core Extension]
|
||||
ExtensionEntry[Extension Entry<br/>src/extension.ts]
|
||||
ClineProvider[ClineProvider<br/>src/core/webview/ClineProvider.ts]
|
||||
ClineClass[Cline Class<br/>src/core/Cline.ts]
|
||||
WebviewProvider[WebviewProvider<br/>src/core/webview/index.ts]
|
||||
Controller[Controller<br/>src/core/controller/index.ts]
|
||||
Task[Task<br/>src/core/task/index.ts]
|
||||
GlobalState[VSCode Global State]
|
||||
SecretsStorage[VSCode Secrets Storage]
|
||||
McpHub[McpHub<br/>src/services/mcp/McpHub.ts]
|
||||
end
|
||||
|
||||
subgraph Webview UI
|
||||
subgraph WebviewUI[Webview UI]
|
||||
WebviewApp[React App<br/>webview-ui/src/App.tsx]
|
||||
ExtStateContext[ExtensionStateContext<br/>webview-ui/src/context/ExtensionStateContext.tsx]
|
||||
ReactComponents[React Components]
|
||||
@@ -27,45 +29,101 @@ graph TB
|
||||
TaskStorage[Task Storage<br/>Per-Task Files & History]
|
||||
CheckpointSystem[Git-based Checkpoints]
|
||||
end
|
||||
|
||||
subgraph apiProviders[API Providers]
|
||||
AnthropicAPI[Anthropic]
|
||||
OpenRouterAPI[OpenRouter]
|
||||
BedrockAPI[AWS Bedrock]
|
||||
OtherAPIs[Other Providers]
|
||||
end
|
||||
|
||||
subgraph MCPServers[MCP Servers]
|
||||
ExternalMcpServers[External MCP Servers]
|
||||
end
|
||||
end
|
||||
|
||||
%% Core Extension Data Flow
|
||||
ExtensionEntry --> ClineProvider
|
||||
ClineProvider --> ClineClass
|
||||
ClineClass --> GlobalState
|
||||
ClineClass --> SecretsStorage
|
||||
ClineClass --> TaskStorage
|
||||
ClineClass --> CheckpointSystem
|
||||
ExtensionEntry --> WebviewProvider
|
||||
WebviewProvider --> Controller
|
||||
Controller --> Task
|
||||
Controller --> McpHub
|
||||
Task --> GlobalState
|
||||
Task --> SecretsStorage
|
||||
Task --> TaskStorage
|
||||
Task --> CheckpointSystem
|
||||
Task --> |API Requests| apiProviders
|
||||
McpHub --> |Connects to| ExternalMcpServers
|
||||
Task --> |Uses| McpHub
|
||||
|
||||
%% Webview Data Flow
|
||||
WebviewApp --> ExtStateContext
|
||||
ExtStateContext --> ReactComponents
|
||||
|
||||
%% Bidirectional Communication
|
||||
ClineProvider <-->|postMessage| ExtStateContext
|
||||
WebviewProvider <-->|postMessage| ExtStateContext
|
||||
|
||||
style GlobalState fill:#f9f,stroke:#333,stroke-width:2px
|
||||
style SecretsStorage fill:#f9f,stroke:#333,stroke-width:2px
|
||||
style ExtStateContext fill:#bbf,stroke:#333,stroke-width:2px
|
||||
style ClineProvider fill:#bfb,stroke:#333,stroke-width:2px
|
||||
style WebviewProvider fill:#bfb,stroke:#333,stroke-width:2px
|
||||
style McpHub fill:#bfb,stroke:#333,stroke-width:2px
|
||||
style apiProviders fill:#fdb,stroke:#333,stroke-width:2px
|
||||
```
|
||||
|
||||
## Definitions
|
||||
|
||||
- core extension: Anything inside the src folder starting with the Cline.ts file
|
||||
- core extension state: Managed by the ClineProvider class in src/core/webview/ClineProvider.ts, which serves as the single source of truth for the extension's state. It manages multiple types of persistent storage (global state, workspace state, and secrets), handles state distribution to both the core extension and webview components, and coordinates state across multiple extension instances. This includes managing API configurations, task history, settings, and MCP configurations.
|
||||
- webview: Anything inside the webview-ui. All the react or view's seen by the user and user interaction compone
|
||||
- webview state: Managed by ExtensionStateContext in webview-ui/src/context/ExtensionStateContext.tsx, which provides React components with access to the extension's state through a context provider pattern. It maintains local state for UI components, handles real-time updates through message events, manages partial message updates, and provides methods for state modifications. The context includes extension version, messages, task history, theme, API configurations, MCP servers, marketplace catalog, and workspace file paths. It synchronizes with the core extension through VSCode's message passing system and provides type-safe access to state through a custom hook (useExtensionState).
|
||||
- **Core Extension**: Anything inside the src folder, organized into modular components
|
||||
- **Core Extension State**: Managed by the Controller class in src/core/controller/index.ts, which serves as the single source of truth for the extension's state. It manages multiple types of persistent storage (global state, workspace state, and secrets), handles state distribution to both the core extension and webview components, and coordinates state across multiple extension instances. This includes managing API configurations, task history, settings, and MCP configurations.
|
||||
- **Webview**: Anything inside the webview-ui. All the react or view's seen by the user and user interaction components
|
||||
- **Webview State**: Managed by ExtensionStateContext in webview-ui/src/context/ExtensionStateContext.tsx, which provides React components with access to the extension's state through a context provider pattern. It maintains local state for UI components, handles real-time updates through message events, manages partial message updates, and provides methods for state modifications. The context includes extension version, messages, task history, theme, API configurations, MCP servers, marketplace catalog, and workspace file paths. It synchronizes with the core extension through VSCode's message passing system and provides type-safe access to state through a custom hook (useExtensionState).
|
||||
|
||||
### Core Extension Architecture
|
||||
|
||||
The core extension follows a clear hierarchical structure:
|
||||
|
||||
1. **WebviewProvider** (src/core/webview/index.ts): Manages the webview lifecycle and communication
|
||||
2. **Controller** (src/core/controller/index.ts): Handles webview messages and task management
|
||||
3. **Task** (src/core/task/index.ts): Executes API requests and tool operations
|
||||
|
||||
This architecture provides clear separation of concerns:
|
||||
- WebviewProvider focuses on VSCode webview integration
|
||||
- Controller manages state and coordinates tasks
|
||||
- Task handles the execution of AI requests and tool operations
|
||||
|
||||
### WebviewProvider Implementation
|
||||
|
||||
The WebviewProvider class in `src/core/webview/index.ts` is responsible for:
|
||||
|
||||
- Managing multiple active instances through a static set (`activeInstances`)
|
||||
- Handling webview lifecycle events (creation, visibility changes, disposal)
|
||||
- Implementing HTML content generation with proper CSP headers
|
||||
- Supporting Hot Module Replacement (HMR) for development
|
||||
- Setting up message listeners between the webview and extension
|
||||
|
||||
The WebviewProvider maintains a reference to the Controller and delegates message handling to it. It also handles the creation of both sidebar and tab panel webviews, allowing Cline to be used in different contexts within VSCode.
|
||||
|
||||
### Core Extension State
|
||||
|
||||
The `ClineProvider` class manages multiple types of persistent storage:
|
||||
The `Controller` class manages multiple types of persistent storage:
|
||||
|
||||
- **Global State:** Stored across all VSCode instances. Used for settings and data that should persist globally.
|
||||
- **Workspace State:** Specific to the current workspace. Used for task-specific data and settings.
|
||||
- **Secrets:** Secure storage for sensitive information like API keys.
|
||||
|
||||
The `ClineProvider` handles the distribution of state to both the core extension and webview components. It also coordinates state across multiple extension instances, ensuring consistency.
|
||||
The `Controller` handles the distribution of state to both the core extension and webview components. It also coordinates state across multiple extension instances, ensuring consistency.
|
||||
|
||||
State synchronization between instances is handled through:
|
||||
- File-based storage for task history and conversation data
|
||||
- VSCode's global state API for settings and configuration
|
||||
- Secrets storage for sensitive information
|
||||
- Event listeners for file changes and configuration updates
|
||||
|
||||
The Controller implements methods for:
|
||||
- Saving and loading task state
|
||||
- Managing API configurations
|
||||
- Handling user authentication
|
||||
- Coordinating MCP server connections
|
||||
- Managing task history and checkpoints
|
||||
|
||||
### Webview State
|
||||
|
||||
@@ -82,16 +140,65 @@ The `ExtensionStateContext` in `webview-ui/src/context/ExtensionStateContext.tsx
|
||||
|
||||
It synchronizes with the core extension through VSCode's message passing system and provides type-safe access to the state via a custom hook (`useExtensionState`).
|
||||
|
||||
## Core Extension (Cline.ts)
|
||||
The ExtensionStateContext handles:
|
||||
- Real-time updates through message events
|
||||
- Partial message updates for streaming content
|
||||
- State modifications through setter methods
|
||||
- Type-safe access to state through a custom hook
|
||||
|
||||
The Cline class is the heart of the extension, managing task execution, state persistence, and tool coordination. Each task runs in its own instance of the Cline class, ensuring isolation and proper state management.
|
||||
## API Provider System
|
||||
|
||||
Cline supports multiple AI providers through a modular API provider system. Each provider is implemented as a separate module in the `src/api/providers/` directory and follows a common interface.
|
||||
|
||||
### API Provider Architecture
|
||||
|
||||
The API system consists of:
|
||||
|
||||
1. **API Handlers**: Provider-specific implementations in `src/api/providers/`
|
||||
2. **API Transformers**: Stream transformation utilities in `src/api/transform/`
|
||||
3. **API Configuration**: User settings for API keys and endpoints
|
||||
4. **API Factory**: Builder function to create the appropriate handler
|
||||
|
||||
Key providers include:
|
||||
- **Anthropic**: Direct integration with Claude models
|
||||
- **OpenRouter**: Meta-provider supporting multiple model providers
|
||||
- **AWS Bedrock**: Integration with Amazon's AI services
|
||||
- **Gemini**: Google's AI models
|
||||
- **Ollama**: Local model hosting
|
||||
- **LM Studio**: Local model hosting
|
||||
- **VSCode LM**: VSCode's built-in language models
|
||||
|
||||
### API Configuration Management
|
||||
|
||||
API configurations are stored securely:
|
||||
- API keys are stored in VSCode's secrets storage
|
||||
- Model selections and non-sensitive settings are stored in global state
|
||||
- The Controller manages switching between providers and updating configurations
|
||||
|
||||
The system supports:
|
||||
- Secure storage of API keys
|
||||
- Model selection and configuration
|
||||
- Automatic retry and error handling
|
||||
- Token usage tracking and cost calculation
|
||||
- Context window management
|
||||
|
||||
### Plan/Act Mode API Configuration
|
||||
|
||||
Cline supports separate model configurations for Plan and Act modes:
|
||||
- Different models can be used for planning vs. execution
|
||||
- The system preserves model selections when switching modes
|
||||
- The Controller handles the transition between modes and updates the API configuration accordingly
|
||||
|
||||
## Task Execution System
|
||||
|
||||
The Task class is responsible for executing AI requests and tool operations. Each task runs in its own instance of the Task class, ensuring isolation and proper state management.
|
||||
|
||||
### Task Execution Loop
|
||||
|
||||
The core task execution loop follows this pattern:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async initiateTaskLoop(userContent: UserContent, isNewTask: boolean) {
|
||||
while (!this.abort) {
|
||||
// 1. Make API request and stream response
|
||||
@@ -126,7 +233,7 @@ class Cline {
|
||||
The streaming system handles real-time updates and partial content:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async presentAssistantMessage() {
|
||||
// Handle streaming locks to prevent race conditions
|
||||
if (this.presentAssistantMessageLocked) {
|
||||
@@ -161,7 +268,7 @@ class Cline {
|
||||
Tools follow a strict execution pattern:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async executeToolWithApproval(block: ToolBlock) {
|
||||
// 1. Check auto-approval settings
|
||||
if (this.shouldAutoApproveTool(block.name)) {
|
||||
@@ -193,7 +300,7 @@ class Cline {
|
||||
The system includes robust error handling:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async handleError(action: string, error: Error) {
|
||||
// 1. Check if task was abandoned
|
||||
if (this.abandoned) return
|
||||
@@ -216,23 +323,23 @@ class Cline {
|
||||
|
||||
### API Request & Token Management
|
||||
|
||||
The Cline class handles API requests with built-in retry, streaming, and token management:
|
||||
The Task class handles API requests with built-in retry, streaming, and token management:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async *attemptApiRequest(previousApiReqIndex: number): ApiStream {
|
||||
// 1. Wait for MCP servers to connect
|
||||
await pWaitFor(() => this.providerRef.deref()?.mcpHub?.isConnecting !== true)
|
||||
await pWaitFor(() => this.controllerRef.deref()?.mcpHub?.isConnecting !== true)
|
||||
|
||||
// 2. Manage context window
|
||||
const previousRequest = this.clineMessages[previousApiReqIndex]
|
||||
if (previousRequest?.text) {
|
||||
const { tokensIn, tokensOut } = JSON.parse(previousRequest.text)
|
||||
const { tokensIn, tokensOut } = JSON.parse(previousRequest.text || "{}")
|
||||
const totalTokens = (tokensIn || 0) + (tokensOut || 0)
|
||||
|
||||
// Truncate conversation if approaching context limit
|
||||
if (totalTokens >= maxAllowedSize) {
|
||||
this.conversationHistoryDeletedRange = getNextTruncationRange(
|
||||
this.conversationHistoryDeletedRange = this.contextManager.getNextTruncationRange(
|
||||
this.apiConversationHistory,
|
||||
this.conversationHistoryDeletedRange,
|
||||
totalTokens / 2 > maxAllowedSize ? "quarter" : "half"
|
||||
@@ -252,7 +359,7 @@ class Cline {
|
||||
} catch (error) {
|
||||
// 4. Error handling with retry
|
||||
if (isOpenRouter && !this.didAutomaticallyRetryFailedApiRequest) {
|
||||
await delay(1000)
|
||||
await setTimeoutPromise(1000)
|
||||
this.didAutomaticallyRetryFailedApiRequest = true
|
||||
yield* this.attemptApiRequest(previousApiReqIndex)
|
||||
return
|
||||
@@ -299,16 +406,32 @@ Key features:
|
||||
- Cost calculation
|
||||
- Cache hit monitoring
|
||||
|
||||
### Context Management System
|
||||
|
||||
The Context Management System handles conversation history truncation to prevent context window overflow errors. Implemented in the `ContextManager` class, it ensures long-running conversations remain within model context limits while preserving critical context.
|
||||
|
||||
Key features:
|
||||
|
||||
1. **Model-Aware Sizing**: Dynamically adjusts based on different model context windows (64K for DeepSeek, 128K for most models, 200K for Claude).
|
||||
|
||||
2. **Proactive Truncation**: Monitors token usage and preemptively truncates conversations when approaching limits, maintaining buffers of 27K-40K tokens depending on the model.
|
||||
|
||||
3. **Intelligent Preservation**: Always preserves the original task message and maintains the user-assistant conversation structure when truncating.
|
||||
|
||||
4. **Adaptive Strategies**: Uses different truncation strategies based on context pressure - removing half of the conversation for moderate pressure or three-quarters for severe pressure.
|
||||
|
||||
5. **Error Recovery**: Includes specialized detection for context window errors from different providers with automatic retry and more aggressive truncation when needed.
|
||||
|
||||
### Task State & Resumption
|
||||
|
||||
The Cline class provides robust task state management and resumption capabilities:
|
||||
The Task class provides robust task state management and resumption capabilities:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async resumeTaskFromHistory() {
|
||||
// 1. Load saved state
|
||||
this.clineMessages = await this.getSavedClineMessages()
|
||||
this.apiConversationHistory = await this.getSavedApiConversationHistory()
|
||||
this.clineMessages = await getSavedClineMessages(this.getContext(), this.taskId)
|
||||
this.apiConversationHistory = await getSavedApiConversationHistory(this.getContext(), this.taskId)
|
||||
|
||||
// 2. Handle interrupted tool executions
|
||||
const lastMessage = this.apiConversationHistory[this.apiConversationHistory.length - 1]
|
||||
@@ -338,14 +461,14 @@ class Cline {
|
||||
|
||||
private async saveTaskState() {
|
||||
// Save conversation history
|
||||
await this.saveApiConversationHistory()
|
||||
await this.saveClineMessages()
|
||||
await saveApiConversationHistory(this.getContext(), this.taskId, this.apiConversationHistory)
|
||||
await saveClineMessages(this.getContext(), this.taskId, this.clineMessages)
|
||||
|
||||
// Create checkpoint
|
||||
const commitHash = await this.checkpointTracker?.commit()
|
||||
|
||||
// Update task history
|
||||
await this.providerRef.deref()?.updateTaskHistory({
|
||||
await this.controllerRef.deref()?.updateTaskHistory({
|
||||
id: this.taskId,
|
||||
ts: lastMessage.ts,
|
||||
task: taskMessage.text,
|
||||
@@ -381,11 +504,54 @@ Key aspects of task state management:
|
||||
- Resources are cleaned up properly
|
||||
- User is notified of state changes
|
||||
|
||||
## Plan/Act Mode System
|
||||
|
||||
Cline implements a dual-mode system that separates planning from execution:
|
||||
|
||||
### Mode Architecture
|
||||
|
||||
The Plan/Act mode system consists of:
|
||||
|
||||
1. **Mode State**: Stored in `chatSettings.mode` in the Controller's state
|
||||
2. **Mode Switching**: Handled by `togglePlanActModeWithChatSettings` in the Controller
|
||||
3. **Mode-specific Models**: Optional configuration to use different models for each mode
|
||||
4. **Mode-specific Prompting**: Different system prompts for planning vs. execution
|
||||
|
||||
### Mode Switching Process
|
||||
|
||||
When switching between modes:
|
||||
|
||||
1. The current model configuration is saved to mode-specific state
|
||||
2. The previous mode's model configuration is restored
|
||||
3. The Task instance is updated with the new mode
|
||||
4. The webview is notified of the mode change
|
||||
5. Telemetry events are captured for analytics
|
||||
|
||||
### Plan Mode
|
||||
|
||||
Plan mode is designed for:
|
||||
- Information gathering and context building
|
||||
- Asking clarifying questions
|
||||
- Creating detailed execution plans
|
||||
- Discussing approaches with the user
|
||||
|
||||
In Plan mode, the AI uses the `plan_mode_respond` tool to engage in conversational planning without executing actions.
|
||||
|
||||
### Act Mode
|
||||
|
||||
Act mode is designed for:
|
||||
- Executing the planned actions
|
||||
- Using tools to modify files, run commands, etc.
|
||||
- Implementing the solution
|
||||
- Providing results and completion feedback
|
||||
|
||||
In Act mode, the AI has access to all tools except `plan_mode_respond` and focuses on implementation rather than discussion.
|
||||
|
||||
## Data Flow & State Management
|
||||
|
||||
### Core Extension Role
|
||||
|
||||
The core extension (ClineProvider) acts as the single source of truth for all persistent state. It:
|
||||
The Controller acts as the single source of truth for all persistent state. It:
|
||||
- Manages VSCode global state and secrets storage
|
||||
- Coordinates state updates between components
|
||||
- Ensures state consistency across webview reloads
|
||||
@@ -394,10 +560,10 @@ The core extension (ClineProvider) acts as the single source of truth for all pe
|
||||
|
||||
### Terminal Management
|
||||
|
||||
The Cline class manages terminal instances and command execution:
|
||||
The Task class manages terminal instances and command execution:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async executeCommandTool(command: string): Promise<[boolean, ToolResponse]> {
|
||||
// 1. Get or create terminal
|
||||
const terminalInfo = await this.terminalManager.getOrCreateTerminal(cwd)
|
||||
@@ -453,10 +619,10 @@ Key features:
|
||||
|
||||
### Browser Session Management
|
||||
|
||||
The Cline class handles browser automation through Puppeteer:
|
||||
The Task class handles browser automation through Puppeteer:
|
||||
|
||||
```typescript
|
||||
class Cline {
|
||||
class Task {
|
||||
async executeBrowserAction(action: BrowserAction): Promise<BrowserActionResult> {
|
||||
switch (action) {
|
||||
case "launch":
|
||||
@@ -493,13 +659,93 @@ Key aspects:
|
||||
- Screenshot capture
|
||||
- Error recovery
|
||||
|
||||
## MCP (Model Context Protocol) Integration
|
||||
|
||||
### MCP Architecture
|
||||
|
||||
The MCP system consists of:
|
||||
|
||||
1. **McpHub Class**: Central manager in `src/services/mcp/McpHub.ts`
|
||||
2. **MCP Connections**: Manages connections to external MCP servers
|
||||
3. **MCP Settings**: Configuration stored in a JSON file
|
||||
4. **MCP Marketplace**: Online catalog of available MCP servers
|
||||
5. **MCP Tools & Resources**: Capabilities exposed by connected servers
|
||||
|
||||
The McpHub class:
|
||||
- Manages the lifecycle of MCP server connections
|
||||
- Handles server configuration through a settings file
|
||||
- Provides methods for calling tools and accessing resources
|
||||
- Implements auto-approval settings for MCP tools
|
||||
- Monitors server health and handles reconnection
|
||||
|
||||
### MCP Server Types
|
||||
|
||||
Cline supports two types of MCP server connections:
|
||||
- **Stdio**: Command-line based servers that communicate via standard I/O
|
||||
- **SSE**: HTTP-based servers that communicate via Server-Sent Events
|
||||
|
||||
### MCP Server Management
|
||||
|
||||
The McpHub class provides methods for:
|
||||
- Discovering and connecting to MCP servers
|
||||
- Monitoring server health and status
|
||||
- Restarting servers when needed
|
||||
- Managing server configurations
|
||||
- Setting timeouts and auto-approval rules
|
||||
|
||||
### MCP Tool Integration
|
||||
|
||||
MCP tools are integrated into the Task execution system:
|
||||
- Tools are discovered and registered at connection time
|
||||
- The Task class can call MCP tools through the McpHub
|
||||
- Tool results are streamed back to the AI
|
||||
- Auto-approval settings can be configured per tool
|
||||
|
||||
### MCP Marketplace
|
||||
|
||||
The MCP Marketplace provides:
|
||||
- A catalog of available MCP servers
|
||||
- One-click installation
|
||||
- README previews
|
||||
- Server status monitoring
|
||||
|
||||
The Controller class manages MCP servers through the McpHub service:
|
||||
|
||||
```typescript
|
||||
class Controller {
|
||||
mcpHub?: McpHub
|
||||
|
||||
constructor(context: vscode.ExtensionContext, outputChannel: vscode.OutputChannel, webviewProvider: WebviewProvider) {
|
||||
this.mcpHub = new McpHub(this)
|
||||
}
|
||||
|
||||
async downloadMcp(mcpId: string) {
|
||||
// Fetch server details from marketplace
|
||||
const response = await axios.post<McpDownloadResponse>(
|
||||
"https://api.cline.bot/v1/mcp/download",
|
||||
{ mcpId },
|
||||
{
|
||||
headers: { "Content-Type": "application/json" },
|
||||
timeout: 10000,
|
||||
}
|
||||
)
|
||||
|
||||
// Create task with context from README
|
||||
const task = `Set up the MCP server from ${mcpDetails.githubUrl}...`
|
||||
|
||||
// Initialize task and show chat view
|
||||
await this.initClineWithTask(task)
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## Conclusion
|
||||
|
||||
This guide provides a comprehensive overview of the Cline extension architecture, with special focus on state management, data persistence, and code organization. Following these patterns ensures robust feature implementation with proper state handling across the extension's components.
|
||||
|
||||
Remember:
|
||||
- Always persist important state in the extension
|
||||
- The core extension exists in the src/ folder
|
||||
- The core extension follows a WebviewProvider -> Controller -> Task flow
|
||||
- Use proper typing for all state and messages
|
||||
- Handle errors and edge cases
|
||||
- Test state persistence across webview reloads
|
||||
@@ -0,0 +1,6 @@
|
||||
[codespell]
|
||||
# Ref: https://github.com/codespell-project/codespell#using-a-config-file
|
||||
skip = .git*,*.svg,package-lock.json,*.css,.codespellrc,locales
|
||||
check-hidden = true
|
||||
ignore-regex = (\b(optIn|isTaller)\b|https://\S+)
|
||||
# ignore-words-list =
|
||||
+1
-1
@@ -1 +1 @@
|
||||
* @saoudrizwan @ocasta181 @NightTrek @pashpashpash @dcbartlett
|
||||
* @saoudrizwan @ocasta181 @NightTrek @pashpashpash @dcbartlett @saito-sv @Garoth
|
||||
|
||||
@@ -31,6 +31,14 @@ body:
|
||||
label: Relevant API REQUEST output
|
||||
description: Please copy and paste any relevant output. This will be automatically formatted into code, so no need for backticks.
|
||||
render: shell
|
||||
- type: input
|
||||
id: provider-model
|
||||
attributes:
|
||||
label: Provider/Model
|
||||
description: What provider and model were you using when the issue occurred?
|
||||
placeholder: "e.g., cline:anthropic/claude-3.7-sonnet, gemini:gemini-2.5-pro-exp-03-25"
|
||||
validations:
|
||||
required: true
|
||||
- type: input
|
||||
id: operating-system
|
||||
attributes:
|
||||
|
||||
@@ -13,7 +13,10 @@
|
||||
- [ ] 🐛 Bug fix (non-breaking change which fixes an issue)
|
||||
- [ ] ✨ New feature (non-breaking change which adds functionality)
|
||||
- [ ] 💥 Breaking change (fix or feature that would cause existing functionality to not work as expected)
|
||||
- [ ] ♻️ Refactor Changes
|
||||
- [ ] 💅 Cosmetic Changes
|
||||
- [ ] 📚 Documentation update
|
||||
- [ ] 🏃 Workflow Changes
|
||||
|
||||
### Pre-flight Checklist
|
||||
|
||||
|
||||
@@ -0,0 +1,19 @@
|
||||
"""
|
||||
Coverage utility package for GitHub Actions workflows.
|
||||
This package handles extracting coverage percentages, comparing them, and generating PR comments.
|
||||
"""
|
||||
|
||||
# Import external dependencies
|
||||
import requests
|
||||
|
||||
# Import main function for CLI usage
|
||||
from .__main__ import main
|
||||
|
||||
# Import functions from extraction module
|
||||
from .extraction import extract_coverage, compare_coverage, run_coverage, set_verbose
|
||||
|
||||
# Import functions from github_api module
|
||||
from .github_api import generate_comment, post_comment, set_github_output
|
||||
|
||||
# Import functions from workflow module
|
||||
from .workflow import process_coverage_workflow
|
||||
@@ -0,0 +1,154 @@
|
||||
"""
|
||||
Main module.
|
||||
This module provides the CLI interface for the coverage utility script.
|
||||
"""
|
||||
|
||||
import sys
|
||||
import argparse
|
||||
|
||||
from .extraction import extract_coverage, compare_coverage, run_coverage, set_verbose
|
||||
from .github_api import generate_comment, post_comment, set_github_output
|
||||
from .workflow import process_coverage_workflow
|
||||
from .util import log
|
||||
|
||||
def setup_verbose_mode(args):
|
||||
"""
|
||||
Set up verbose mode based on command line arguments.
|
||||
|
||||
Args:
|
||||
args: Parsed command line arguments
|
||||
"""
|
||||
if getattr(args, 'verbose', False):
|
||||
set_verbose(True)
|
||||
log("Verbose mode enabled")
|
||||
|
||||
def main():
|
||||
# Create parent parser with common arguments
|
||||
parent_parser = argparse.ArgumentParser(add_help=False)
|
||||
parent_parser.add_argument('-v', '--verbose', action='store_true', help='Enable verbose output')
|
||||
|
||||
# Create main parser that inherits common arguments
|
||||
parser = argparse.ArgumentParser(description='Coverage utility script for GitHub Actions workflows', parents=[parent_parser])
|
||||
subparsers = parser.add_subparsers(dest='command', help='Command to run')
|
||||
|
||||
# extract-coverage command - used directly in workflow
|
||||
extract_parser = subparsers.add_parser('extract-coverage', help='Extract coverage percentage from a file', parents=[parent_parser])
|
||||
extract_parser.add_argument('file_path', help='Path to the coverage report file')
|
||||
extract_parser.add_argument('--type', choices=['extension', 'webview'], default='extension',
|
||||
help='Type of coverage report')
|
||||
extract_parser.add_argument('--github-output', action='store_true', help='Output in GitHub Actions format')
|
||||
|
||||
# compare-coverage command - used by process-workflow
|
||||
compare_parser = subparsers.add_parser('compare-coverage', help='Compare coverage percentages', parents=[parent_parser])
|
||||
compare_parser.add_argument('base_cov', help='Base branch coverage percentage')
|
||||
compare_parser.add_argument('pr_cov', help='PR branch coverage percentage')
|
||||
compare_parser.add_argument('--output-prefix', default='', help='Prefix for GitHub Actions output variables')
|
||||
compare_parser.add_argument('--github-output', action='store_true', help='Output in GitHub Actions format')
|
||||
|
||||
# generate-comment command - used by process-workflow
|
||||
comment_parser = subparsers.add_parser('generate-comment', help='Generate PR comment with coverage comparison', parents=[parent_parser])
|
||||
comment_parser.add_argument('base_ext_cov', help='Base branch extension coverage')
|
||||
comment_parser.add_argument('pr_ext_cov', help='PR branch extension coverage')
|
||||
comment_parser.add_argument('ext_decreased', help='Whether extension coverage decreased (true/false)')
|
||||
comment_parser.add_argument('ext_diff', help='Extension coverage difference')
|
||||
comment_parser.add_argument('base_web_cov', help='Base branch webview coverage')
|
||||
comment_parser.add_argument('pr_web_cov', help='PR branch webview coverage')
|
||||
comment_parser.add_argument('web_decreased', help='Whether webview coverage decreased (true/false)')
|
||||
comment_parser.add_argument('web_diff', help='Webview coverage difference')
|
||||
|
||||
# post-comment command - used by process-workflow
|
||||
post_parser = subparsers.add_parser('post-comment', help='Post a comment to a GitHub PR', parents=[parent_parser])
|
||||
post_parser.add_argument('comment_path', help='Path to the file containing the comment text')
|
||||
post_parser.add_argument('pr_number', help='PR number')
|
||||
post_parser.add_argument('repo', help='Repository in the format "owner/repo"')
|
||||
post_parser.add_argument('--token', help='GitHub token')
|
||||
|
||||
# run-coverage command - used by process-workflow
|
||||
run_parser = subparsers.add_parser('run-coverage', help='Run a coverage command and extract the coverage percentage', parents=[parent_parser])
|
||||
run_parser.add_argument('coverage_cmd', help='Command to run')
|
||||
run_parser.add_argument('output_file', help='File to save the output to')
|
||||
run_parser.add_argument('--type', choices=['extension', 'webview'], default='extension',
|
||||
help='Type of coverage report')
|
||||
run_parser.add_argument('--github-output', action='store_true', help='Output in GitHub Actions format')
|
||||
|
||||
# process-workflow command - used directly in workflow
|
||||
workflow_parser = subparsers.add_parser('process-workflow', help='Process the entire coverage workflow', parents=[parent_parser])
|
||||
workflow_parser.add_argument('--base-branch', required=True, help='Base branch name')
|
||||
workflow_parser.add_argument('--pr-number', help='PR number')
|
||||
workflow_parser.add_argument('--repo', help='Repository in the format "owner/repo"')
|
||||
workflow_parser.add_argument('--token', help='GitHub token')
|
||||
|
||||
# set-github-output command - used by process-workflow
|
||||
output_parser = subparsers.add_parser('set-github-output', help='Set GitHub Actions output variable', parents=[parent_parser])
|
||||
output_parser.add_argument('name', help='Output variable name')
|
||||
output_parser.add_argument('value', help='Output variable value')
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
# Set up verbose mode
|
||||
setup_verbose_mode(args)
|
||||
|
||||
if args.command == 'extract-coverage':
|
||||
log(f"Extracting coverage from file: {args.file_path} (type: {args.type})")
|
||||
coverage_pct = extract_coverage(args.file_path, args.type)
|
||||
if args.github_output:
|
||||
set_github_output(f"{args.type}_coverage", coverage_pct)
|
||||
else:
|
||||
log(f"Coverage: {coverage_pct}%")
|
||||
|
||||
elif args.command == 'compare-coverage':
|
||||
log(f"Comparing coverage: base={args.base_cov}%, PR={args.pr_cov}%")
|
||||
decreased, diff = compare_coverage(args.base_cov, args.pr_cov)
|
||||
if args.github_output:
|
||||
prefix = args.output_prefix
|
||||
set_github_output(f"{prefix}decreased", str(decreased).lower())
|
||||
set_github_output(f"{prefix}diff", diff)
|
||||
log(f"Coverage difference: {diff}%")
|
||||
log(f"Coverage decreased: {decreased}")
|
||||
else:
|
||||
log(f"decreased={str(decreased).lower()}")
|
||||
log(f"diff={diff}")
|
||||
|
||||
elif args.command == 'generate-comment':
|
||||
log("Generating coverage comparison comment")
|
||||
comment = generate_comment(
|
||||
args.base_ext_cov, args.pr_ext_cov, args.ext_decreased, args.ext_diff,
|
||||
args.base_web_cov, args.pr_web_cov, args.web_decreased, args.web_diff
|
||||
)
|
||||
# Output the comment to stdout
|
||||
log(comment)
|
||||
|
||||
elif args.command == 'post-comment':
|
||||
log(f"Posting comment from {args.comment_path} to PR #{args.pr_number} in {args.repo}")
|
||||
post_comment(args.comment_path, args.pr_number, args.repo, args.token)
|
||||
|
||||
elif args.command == 'run-coverage':
|
||||
log(f"Running coverage command: {args.coverage_cmd}")
|
||||
log(f"Output file: {args.output_file}")
|
||||
log(f"Coverage type: {args.type}")
|
||||
coverage_pct = run_coverage(args.coverage_cmd, args.output_file, args.type)
|
||||
if args.github_output:
|
||||
set_github_output(f"{args.type}_coverage", coverage_pct)
|
||||
else:
|
||||
log(f"Coverage: {coverage_pct}%")
|
||||
|
||||
elif args.command == 'process-workflow':
|
||||
log("Processing coverage workflow")
|
||||
log(f"Base branch: {args.base_branch}")
|
||||
if args.pr_number:
|
||||
log(f"PR number: {args.pr_number}")
|
||||
if args.repo:
|
||||
log(f"Repository: {args.repo}")
|
||||
process_coverage_workflow(args)
|
||||
|
||||
elif args.command == 'set-github-output':
|
||||
log(f"Setting GitHub output: {args.name}={args.value}")
|
||||
set_github_output(args.name, args.value)
|
||||
|
||||
else:
|
||||
log("No command specified")
|
||||
parser.print_help()
|
||||
sys.exit(1)
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -0,0 +1,265 @@
|
||||
"""
|
||||
Coverage extraction module.
|
||||
This module handles extracting coverage percentages from coverage report files.
|
||||
"""
|
||||
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
import shlex
|
||||
import subprocess
|
||||
import traceback
|
||||
from .util import log, file_exists, get_file_size, list_directory, is_safe_command, run_command
|
||||
|
||||
# Global verbose flag
|
||||
verbose = False
|
||||
|
||||
def set_verbose(value):
|
||||
"""Set the global verbose flag."""
|
||||
global verbose
|
||||
verbose = value
|
||||
|
||||
def print_debug_output(content, coverage_type):
|
||||
"""
|
||||
Print debug information about the coverage output.
|
||||
|
||||
Args:
|
||||
content: The content of the coverage file
|
||||
coverage_type: Type of coverage report (extension or webview)
|
||||
"""
|
||||
if not verbose:
|
||||
return
|
||||
|
||||
# Extract and print only the coverage summary section
|
||||
if coverage_type == "extension":
|
||||
# Look for the coverage summary section
|
||||
summary_match = re.search(r'=============================== Coverage summary ===============================\n(.*?)\n=+', content, re.DOTALL)
|
||||
if summary_match:
|
||||
sys.stdout.write("\n##[group]EXTENSION COVERAGE SUMMARY\n")
|
||||
sys.stdout.write("=============================== Coverage summary ===============================\n")
|
||||
sys.stdout.write(summary_match.group(1) + "\n")
|
||||
sys.stdout.write("================================================================================\n")
|
||||
sys.stdout.write("##[endgroup]\n")
|
||||
sys.stdout.flush()
|
||||
else:
|
||||
sys.stdout.write("\n##[warning]No coverage summary found in extension coverage file\n")
|
||||
sys.stdout.flush()
|
||||
else: # webview
|
||||
# Look for the coverage table - specifically the "All files" row
|
||||
table_match = re.search(r'% Coverage report from v8.*?-+\|.*?\n.*?\n(All files.*?)(?:\n[^\n]*\|)', content, re.DOTALL)
|
||||
if table_match:
|
||||
sys.stdout.write("\n##[group]WEBVIEW COVERAGE SUMMARY\n")
|
||||
sys.stdout.write("% Coverage report from v8\n")
|
||||
sys.stdout.write("-------------------|---------|----------|---------|---------|-------------------\n")
|
||||
sys.stdout.write("File | % Stmts | % Branch | % Funcs | % Lines | Uncovered Line #s \n")
|
||||
sys.stdout.write("-------------------|---------|----------|---------|---------|-------------------\n")
|
||||
sys.stdout.write(table_match.group(1) + "\n")
|
||||
sys.stdout.write("-------------------|---------|----------|---------|---------|-------------------\n")
|
||||
sys.stdout.write("##[endgroup]\n")
|
||||
sys.stdout.flush()
|
||||
else:
|
||||
sys.stdout.write("\n##[warning]No coverage table found in webview coverage file\n")
|
||||
sys.stdout.flush()
|
||||
|
||||
def extract_coverage(file_path, coverage_type="extension"):
|
||||
"""
|
||||
Extract coverage percentage from a coverage report file.
|
||||
|
||||
Args:
|
||||
file_path: Path to the coverage report file
|
||||
coverage_type: Type of coverage report (extension or webview)
|
||||
|
||||
Returns:
|
||||
Coverage percentage as a float
|
||||
"""
|
||||
|
||||
# Always print file path for debugging
|
||||
log(f"Checking coverage file: {file_path}")
|
||||
|
||||
# Check if file exists and get its size
|
||||
if not file_exists(file_path):
|
||||
sys.stdout.write(f"\n##[error]File {file_path} does not exist\n")
|
||||
sys.stdout.flush()
|
||||
log(f"Error: File {file_path} does not exist")
|
||||
|
||||
# Check if the directory exists
|
||||
dir_path = os.path.dirname(file_path)
|
||||
if not os.path.exists(dir_path):
|
||||
sys.stdout.write(f"\n##[error]Directory {dir_path} does not exist\n")
|
||||
sys.stdout.flush()
|
||||
log(f"Error: Directory {dir_path} does not exist")
|
||||
else:
|
||||
# List directory contents for debugging
|
||||
log(f"Directory {dir_path} exists, listing contents:")
|
||||
try:
|
||||
dir_contents = list_directory(dir_path)
|
||||
for name, size in dir_contents:
|
||||
log(f" {name} - {size}")
|
||||
sys.stdout.write(f" {name} - {size}\n")
|
||||
sys.stdout.flush()
|
||||
except Exception as e:
|
||||
log(f"Error listing directory: {e}")
|
||||
|
||||
return 0.0
|
||||
|
||||
file_size = get_file_size(file_path)
|
||||
log(f"File size: {file_size} bytes")
|
||||
sys.stdout.write(f"\n##[info]Coverage file {file_path} exists, size: {file_size} bytes\n")
|
||||
sys.stdout.flush()
|
||||
|
||||
if file_size == 0:
|
||||
sys.stdout.write(f"\n##[warning]File {file_path} is empty\n")
|
||||
sys.stdout.flush()
|
||||
log(f"Warning: File {file_path} is empty")
|
||||
return 0.0
|
||||
|
||||
# List directory contents for debugging
|
||||
dir_path = os.path.dirname(file_path)
|
||||
log(f"Directory contents of {dir_path}:")
|
||||
try:
|
||||
dir_contents = list_directory(dir_path)
|
||||
for name, size in dir_contents:
|
||||
log(f" {name} - {size}")
|
||||
except Exception as e:
|
||||
log(f"Error listing directory: {e}")
|
||||
|
||||
with open(file_path, 'r') as f:
|
||||
content = f.read()
|
||||
|
||||
# Print debug information if verbose
|
||||
print_debug_output(content, coverage_type)
|
||||
|
||||
# Extract coverage percentage based on coverage type
|
||||
if coverage_type == "extension":
|
||||
# Extract the percentage from the "Lines" row in the coverage summary
|
||||
# Pattern: Lines : xx.xx% ( xxxxxxx/xxxxxxx )
|
||||
lines_match = re.search(r'Lines\s*:\s*(\d+\.\d+)%', content)
|
||||
if lines_match:
|
||||
coverage_pct = float(lines_match.group(1))
|
||||
if verbose:
|
||||
sys.stdout.write(f"Pattern matched (Lines percentage): {coverage_pct}\n")
|
||||
sys.stdout.flush()
|
||||
return coverage_pct
|
||||
else:
|
||||
# No coverage data found, log full content for debugging
|
||||
log("No coverage data found. Full file content:")
|
||||
log("=== Full file content ===")
|
||||
log(content)
|
||||
log("=== End file content ===")
|
||||
else: # webview
|
||||
# Extract the percentage from the "% Lines" column in the "All files" row
|
||||
# Pattern: All files | xx.xx | xx.xx | xx.xx | xx.xx |
|
||||
all_files_match = re.search(r'All files\s+\|\s+\d+\.\d+\s+\|\s+\d+\.\d+\s+\|\s+\d+\.\d+\s+\|\s+(\d+\.\d+)', content)
|
||||
if all_files_match:
|
||||
coverage_pct = float(all_files_match.group(1))
|
||||
if verbose:
|
||||
sys.stdout.write(f"Pattern matched (All files % Lines): {coverage_pct}\n")
|
||||
sys.stdout.flush()
|
||||
return coverage_pct
|
||||
else:
|
||||
# No coverage data found, log full content for debugging
|
||||
log("No coverage data found. Full file content:")
|
||||
log("=== Full file content ===")
|
||||
log(content)
|
||||
log("=== End file content ===")
|
||||
|
||||
# If no match found, return 0.0
|
||||
return 0.0
|
||||
|
||||
def compare_coverage(base_cov, pr_cov):
|
||||
"""
|
||||
Compare coverage percentages between base and PR branches.
|
||||
|
||||
Args:
|
||||
base_cov: Base branch coverage percentage
|
||||
pr_cov: PR branch coverage percentage
|
||||
|
||||
Returns:
|
||||
Tuple of (decreased, diff)
|
||||
"""
|
||||
try:
|
||||
base_cov = float(base_cov)
|
||||
pr_cov = float(pr_cov)
|
||||
except ValueError:
|
||||
sys.stdout.write(f"Error: Invalid coverage values - base: {base_cov}, PR: {pr_cov}\n")
|
||||
sys.stdout.flush()
|
||||
return False, 0
|
||||
|
||||
diff = pr_cov - base_cov
|
||||
decreased = diff < 0
|
||||
|
||||
return decreased, abs(diff)
|
||||
|
||||
def run_coverage(command, output_file, coverage_type="extension"):
|
||||
"""
|
||||
Run a coverage command and extract the coverage percentage.
|
||||
|
||||
Args:
|
||||
command: Command to run
|
||||
output_file: File to save the output to
|
||||
coverage_type: Type of coverage report (extension or webview)
|
||||
|
||||
Returns:
|
||||
Coverage percentage as a float
|
||||
|
||||
Raises:
|
||||
SystemExit: If the output file is not created or is empty
|
||||
"""
|
||||
|
||||
try:
|
||||
# Run the command and capture output
|
||||
if not is_safe_command(command):
|
||||
error_msg = f"ERROR: Unsafe command detected: {command}"
|
||||
log(error_msg)
|
||||
sys.stdout.write(f"\n##[error]{error_msg}\n")
|
||||
sys.stdout.flush()
|
||||
sys.exit(1)
|
||||
|
||||
# Run command using safe execution from util
|
||||
returncode, stdout, stderr = run_command(command)
|
||||
|
||||
# Log command result
|
||||
log(f"Command exit code: {returncode}")
|
||||
log(f"Command stdout length: {len(stdout)} bytes")
|
||||
log(f"Command stderr length: {len(stderr)} bytes")
|
||||
|
||||
# Save output to file
|
||||
log(f"Saving command output to {output_file}")
|
||||
with open(output_file, 'w') as f:
|
||||
f.write(stdout)
|
||||
if stderr:
|
||||
f.write("\n\n=== STDERR ===\n")
|
||||
f.write(stderr)
|
||||
|
||||
# Verify file was created and has content
|
||||
if not file_exists(output_file):
|
||||
error_msg = f"ERROR: Output file {output_file} was not created"
|
||||
log(error_msg)
|
||||
sys.stdout.write(f"\n##[error]{error_msg}\n")
|
||||
sys.stdout.flush()
|
||||
sys.exit(1) # Exit with error code to fail the workflow
|
||||
|
||||
file_size = get_file_size(output_file)
|
||||
if file_size == 0:
|
||||
error_msg = f"ERROR: Output file {output_file} is empty"
|
||||
log(error_msg)
|
||||
sys.stdout.write(f"\n##[error]{error_msg}\n")
|
||||
sys.stdout.flush()
|
||||
sys.exit(1) # Exit with error code to fail the workflow
|
||||
|
||||
log(f"Output file size: {file_size} bytes")
|
||||
|
||||
# Extract coverage percentage
|
||||
coverage_pct = extract_coverage(output_file, coverage_type)
|
||||
|
||||
log(f"{coverage_type.capitalize()} coverage: {coverage_pct}%")
|
||||
return coverage_pct
|
||||
|
||||
except Exception as e:
|
||||
error_msg = f"Error running coverage command: {e}"
|
||||
log(error_msg)
|
||||
sys.stdout.write(f"\n##[error]{error_msg}\n")
|
||||
sys.stdout.flush()
|
||||
# Print stack trace for debugging
|
||||
log(traceback.format_exc())
|
||||
sys.exit(1) # Exit with error code to fail the workflow
|
||||
@@ -0,0 +1,177 @@
|
||||
"""
|
||||
GitHub API module.
|
||||
This module handles interactions with the GitHub API for posting comments to PRs.
|
||||
"""
|
||||
|
||||
import os
|
||||
import requests
|
||||
from .util import log, file_exists
|
||||
|
||||
def generate_comment(base_ext_cov, pr_ext_cov, ext_decreased, ext_diff,
|
||||
base_web_cov, pr_web_cov, web_decreased, web_diff):
|
||||
"""
|
||||
Generate a PR comment with coverage comparison.
|
||||
|
||||
Args:
|
||||
base_ext_cov: Base branch extension coverage
|
||||
pr_ext_cov: PR branch extension coverage
|
||||
ext_decreased: Whether extension coverage decreased
|
||||
ext_diff: Extension coverage difference
|
||||
base_web_cov: Base branch webview coverage
|
||||
pr_web_cov: PR branch webview coverage
|
||||
web_decreased: Whether webview coverage decreased
|
||||
web_diff: Webview coverage difference
|
||||
|
||||
Returns:
|
||||
Comment text
|
||||
"""
|
||||
from datetime import datetime
|
||||
|
||||
# Convert string inputs to appropriate types
|
||||
try:
|
||||
base_ext_cov = float(base_ext_cov)
|
||||
pr_ext_cov = float(pr_ext_cov)
|
||||
# Handle ext_decreased as either string or boolean
|
||||
if isinstance(ext_decreased, str):
|
||||
ext_decreased = ext_decreased.lower() == 'true'
|
||||
else:
|
||||
ext_decreased = bool(ext_decreased)
|
||||
ext_diff = float(ext_diff)
|
||||
base_web_cov = float(base_web_cov)
|
||||
pr_web_cov = float(pr_web_cov)
|
||||
# Handle web_decreased as either string or boolean
|
||||
if isinstance(web_decreased, str):
|
||||
web_decreased = web_decreased.lower() == 'true'
|
||||
else:
|
||||
web_decreased = bool(web_decreased)
|
||||
web_diff = float(web_diff)
|
||||
except ValueError as e:
|
||||
log(f"Error converting input values: {e}")
|
||||
return ""
|
||||
|
||||
# Add a unique identifier to find this comment later
|
||||
comment = '<!-- COVERAGE_REPORT -->\n'
|
||||
comment += '## Coverage Report\n\n'
|
||||
|
||||
# Extension coverage
|
||||
comment += '### Extension Coverage\n\n'
|
||||
comment += f'Base branch: {base_ext_cov:.0f}%\n\n'
|
||||
comment += f'PR branch: {pr_ext_cov:.0f}%\n\n'
|
||||
|
||||
if ext_decreased:
|
||||
comment += f'⚠️ **Warning: Coverage decreased by {ext_diff:.2f}%**\n\n'
|
||||
comment += 'Consider adding tests to cover your changes.\n\n'
|
||||
else:
|
||||
comment += '✅ Coverage increased or remained the same\n\n'
|
||||
|
||||
# Webview coverage
|
||||
comment += '### Webview Coverage\n\n'
|
||||
comment += f'Base branch: {base_web_cov:.0f}%\n\n'
|
||||
comment += f'PR branch: {pr_web_cov:.0f}%\n\n'
|
||||
|
||||
if web_decreased:
|
||||
comment += f'⚠️ **Warning: Coverage decreased by {web_diff:.2f}%**\n\n'
|
||||
comment += 'Consider adding tests to cover your changes.\n\n'
|
||||
else:
|
||||
comment += '✅ Coverage increased or remained the same\n\n'
|
||||
|
||||
# Overall assessment
|
||||
comment += '### Overall Assessment\n\n'
|
||||
if ext_decreased or web_decreased:
|
||||
comment += '⚠️ **Test coverage has decreased in this PR**\n\n'
|
||||
comment += 'Please consider adding tests to maintain or improve coverage.\n\n'
|
||||
else:
|
||||
comment += '✅ **Test coverage has been maintained or improved**\n\n'
|
||||
|
||||
# Add timestamp
|
||||
comment += f'\n\n<sub>Last updated: {datetime.now().isoformat()}</sub>'
|
||||
|
||||
return comment
|
||||
|
||||
def post_comment(comment_path, pr_number, repo, token=None):
|
||||
"""
|
||||
Post a comment to a GitHub PR.
|
||||
|
||||
Args:
|
||||
comment_path: Path to the file containing the comment text
|
||||
pr_number: PR number
|
||||
repo: Repository in the format "owner/repo"
|
||||
token: GitHub token
|
||||
"""
|
||||
if not file_exists(comment_path):
|
||||
log(f"Error: Comment file {comment_path} does not exist")
|
||||
return
|
||||
|
||||
with open(comment_path, 'r') as f:
|
||||
comment_body = f.read()
|
||||
|
||||
if not token:
|
||||
token = os.environ.get('GITHUB_TOKEN')
|
||||
if not token:
|
||||
log("Error: GitHub token not provided")
|
||||
return
|
||||
|
||||
# Find existing comment
|
||||
headers = {
|
||||
'Authorization': f'token {token}',
|
||||
'Accept': 'application/vnd.github.v3+json'
|
||||
}
|
||||
|
||||
# Get all comments
|
||||
comments_url = f'https://api.github.com/repos/{repo}/issues/{pr_number}/comments'
|
||||
log(f"Getting comments from: {comments_url}")
|
||||
response = requests.get(comments_url, headers=headers)
|
||||
|
||||
if response.status_code != 200:
|
||||
log(f"Error getting comments: {response.status_code} - {response.text}")
|
||||
return
|
||||
|
||||
comments = response.json()
|
||||
log(f"Found {len(comments)} existing comments")
|
||||
|
||||
# Find comment with our identifier
|
||||
comment_id = None
|
||||
for comment in comments:
|
||||
if '<!-- COVERAGE_REPORT -->' in comment['body']:
|
||||
comment_id = comment['id']
|
||||
log(f"Found existing coverage report comment with ID: {comment_id}")
|
||||
break
|
||||
|
||||
if comment_id:
|
||||
# Update existing comment
|
||||
update_url = f'https://api.github.com/repos/{repo}/issues/comments/{comment_id}'
|
||||
log(f"Updating existing comment at: {update_url}")
|
||||
response = requests.patch(update_url, headers=headers, json={'body': comment_body})
|
||||
|
||||
if response.status_code == 200:
|
||||
log(f"Successfully updated existing comment: {comment_id}")
|
||||
else:
|
||||
log(f"Error updating comment: {response.status_code} - {response.text}")
|
||||
else:
|
||||
# Create new comment
|
||||
log(f"Creating new comment at: {comments_url}")
|
||||
response = requests.post(comments_url, headers=headers, json={'body': comment_body})
|
||||
|
||||
if response.status_code == 201:
|
||||
log("Successfully created new comment")
|
||||
else:
|
||||
log(f"Error creating comment: {response.status_code} - {response.text}")
|
||||
|
||||
def set_github_output(name, value):
|
||||
"""
|
||||
Set GitHub Actions output variable.
|
||||
|
||||
Args:
|
||||
name: Output variable name
|
||||
value: Output variable value
|
||||
"""
|
||||
# Write to the GitHub output file if available
|
||||
if 'GITHUB_OUTPUT' in os.environ:
|
||||
with open(os.environ['GITHUB_OUTPUT'], 'a') as f:
|
||||
f.write(f"{name}={value}\n")
|
||||
else:
|
||||
# Fallback to the deprecated method for backward compatibility
|
||||
log(f"::set-output name={name}::{value}")
|
||||
|
||||
# Also print for human readability
|
||||
log(f"{name}: {value}")
|
||||
@@ -0,0 +1,245 @@
|
||||
"""
|
||||
Utility module.
|
||||
This module provides utility functions used across the coverage check scripts.
|
||||
"""
|
||||
|
||||
import os
|
||||
import sys
|
||||
import re
|
||||
import shlex
|
||||
import subprocess
|
||||
import traceback
|
||||
from typing import List, Tuple, Dict, Any, Optional, Union
|
||||
|
||||
# List of allowed commands and their arguments
|
||||
ALLOWED_COMMANDS = {
|
||||
'xvfb-run': ['-a'],
|
||||
'npm': ['run', 'test:coverage', 'ci', 'install', '--no-save', '@vitest/coverage-v8', 'check-types', 'lint', 'format', 'compile'],
|
||||
'cd': ['webview-ui'],
|
||||
'python': ['-m', 'coverage_check'],
|
||||
'git': ['fetch', 'checkout', 'origin'],
|
||||
}
|
||||
|
||||
def is_safe_command(command: Union[str, List[str]]) -> bool:
|
||||
"""
|
||||
Check if a command is safe to execute.
|
||||
|
||||
Args:
|
||||
command: Command to check (string or list)
|
||||
|
||||
Returns:
|
||||
True if command is safe, False otherwise
|
||||
"""
|
||||
# Convert string command to list
|
||||
if isinstance(command, str):
|
||||
try:
|
||||
cmd_parts = shlex.split(command)
|
||||
except ValueError:
|
||||
return False
|
||||
else:
|
||||
cmd_parts = command
|
||||
|
||||
if not cmd_parts:
|
||||
return False
|
||||
|
||||
# Get base command
|
||||
base_cmd = os.path.basename(cmd_parts[0])
|
||||
|
||||
# Check if command is in allowed list
|
||||
if base_cmd not in ALLOWED_COMMANDS:
|
||||
return False
|
||||
|
||||
# For each argument, check for suspicious patterns
|
||||
for arg in cmd_parts[1:]:
|
||||
# Check for shell metacharacters
|
||||
if re.search(r'[;&|`$]', arg):
|
||||
return False
|
||||
# Check for path traversal
|
||||
if '..' in arg and not (base_cmd == 'npm' and arg.startswith('@')):
|
||||
return False
|
||||
|
||||
return True
|
||||
|
||||
def log(message: str) -> None:
|
||||
"""
|
||||
Write a message to stdout and flush.
|
||||
|
||||
Args:
|
||||
message: The message to write
|
||||
"""
|
||||
sys.stdout.write(f"{message}\n")
|
||||
sys.stdout.flush()
|
||||
|
||||
def file_exists(file_path: str) -> bool:
|
||||
"""
|
||||
Check if a file exists.
|
||||
|
||||
Args:
|
||||
file_path: Path to the file
|
||||
|
||||
Returns:
|
||||
True if the file exists, False otherwise
|
||||
"""
|
||||
return os.path.exists(file_path) and os.path.isfile(file_path)
|
||||
|
||||
def get_file_size(file_path: str) -> int:
|
||||
"""
|
||||
Get the size of a file in bytes.
|
||||
|
||||
Args:
|
||||
file_path: Path to the file
|
||||
|
||||
Returns:
|
||||
Size of the file in bytes, or 0 if the file doesn't exist
|
||||
"""
|
||||
if file_exists(file_path):
|
||||
return os.path.getsize(file_path)
|
||||
return 0
|
||||
|
||||
def list_directory(dir_path: str) -> List[Tuple[str, Union[int, str]]]:
|
||||
"""
|
||||
List the contents of a directory.
|
||||
|
||||
Args:
|
||||
dir_path: Path to the directory
|
||||
|
||||
Returns:
|
||||
List of (name, size) tuples for each file/directory in the directory
|
||||
"""
|
||||
if not os.path.exists(dir_path) or not os.path.isdir(dir_path):
|
||||
return []
|
||||
|
||||
contents = []
|
||||
for item in os.listdir(dir_path):
|
||||
item_path = os.path.join(dir_path, item)
|
||||
if os.path.isfile(item_path):
|
||||
contents.append((item, os.path.getsize(item_path)))
|
||||
else:
|
||||
contents.append((item, "DIR"))
|
||||
|
||||
return contents
|
||||
|
||||
def read_file_content(file_path: str, default: str = "") -> str:
|
||||
"""
|
||||
Read file content with error handling.
|
||||
|
||||
Args:
|
||||
file_path: Path to the file
|
||||
default: Default value to return if file cannot be read
|
||||
|
||||
Returns:
|
||||
File content or default value
|
||||
"""
|
||||
if not file_exists(file_path):
|
||||
log(f"File does not exist: {file_path}")
|
||||
return default
|
||||
|
||||
try:
|
||||
with open(file_path, 'r') as f:
|
||||
return f.read()
|
||||
except Exception as e:
|
||||
log(f"Error reading file {file_path}: {e}")
|
||||
return default
|
||||
|
||||
def write_file_content(file_path: str, content: str) -> bool:
|
||||
"""
|
||||
Write content to file with error handling.
|
||||
|
||||
Args:
|
||||
file_path: Path to the file
|
||||
content: Content to write
|
||||
|
||||
Returns:
|
||||
True if successful, False otherwise
|
||||
"""
|
||||
try:
|
||||
# Create directory if it doesn't exist
|
||||
os.makedirs(os.path.dirname(file_path), exist_ok=True)
|
||||
|
||||
with open(file_path, 'w') as f:
|
||||
f.write(content)
|
||||
return True
|
||||
except Exception as e:
|
||||
log(f"Error writing to file {file_path}: {e}")
|
||||
return False
|
||||
|
||||
def run_command(command: Union[str, List[str]], capture_output: bool = True) -> Tuple[int, str, str]:
|
||||
"""
|
||||
Run a command and return the result.
|
||||
|
||||
Args:
|
||||
command: Command to run (string or list)
|
||||
capture_output: Whether to capture stdout/stderr
|
||||
|
||||
Returns:
|
||||
Tuple of (returncode, stdout, stderr)
|
||||
"""
|
||||
if not is_safe_command(command):
|
||||
error_msg = f"Unsafe command detected: {command}"
|
||||
log(error_msg)
|
||||
return 1, "", error_msg
|
||||
|
||||
log(f"Running command: {command}")
|
||||
try:
|
||||
# Convert string command to list
|
||||
if isinstance(command, str):
|
||||
cmd_list = shlex.split(command)
|
||||
else:
|
||||
cmd_list = command
|
||||
|
||||
result = subprocess.run(
|
||||
cmd_list,
|
||||
shell=False, # Never use shell=True for security
|
||||
capture_output=capture_output,
|
||||
text=True
|
||||
)
|
||||
log(f"Command exit code: {result.returncode}")
|
||||
return result.returncode, result.stdout, result.stderr
|
||||
except Exception as e:
|
||||
log(f"Error running command: {e}")
|
||||
log(traceback.format_exc())
|
||||
return 1, "", str(e)
|
||||
|
||||
def find_pattern(content: str, pattern: str, group: int = 0,
|
||||
default: Optional[str] = None) -> Optional[str]:
|
||||
"""
|
||||
Find a pattern in content and return the specified group.
|
||||
|
||||
Args:
|
||||
content: Text content to search
|
||||
pattern: Regex pattern to search for
|
||||
group: Group number to return (default: 0 for entire match)
|
||||
default: Default value to return if pattern not found
|
||||
|
||||
Returns:
|
||||
Matched text or default value
|
||||
"""
|
||||
match = re.search(pattern, content, re.DOTALL)
|
||||
if match:
|
||||
return match.group(group)
|
||||
return default
|
||||
|
||||
def get_env_var(name: str, default: Optional[str] = None) -> Optional[str]:
|
||||
"""
|
||||
Get environment variable with default value.
|
||||
|
||||
Args:
|
||||
name: Environment variable name
|
||||
default: Default value if not set
|
||||
|
||||
Returns:
|
||||
Environment variable value or default
|
||||
"""
|
||||
return os.environ.get(name, default)
|
||||
|
||||
def format_exception(e: Exception) -> str:
|
||||
"""
|
||||
Format an exception with traceback for logging.
|
||||
|
||||
Args:
|
||||
e: Exception to format
|
||||
|
||||
Returns:
|
||||
Formatted exception string
|
||||
"""
|
||||
return f"{type(e).__name__}: {str(e)}\n{traceback.format_exc()}"
|
||||
@@ -0,0 +1,432 @@
|
||||
"""
|
||||
Workflow module.
|
||||
This module handles the main workflow logic for running coverage tests and processing results.
|
||||
"""
|
||||
|
||||
import os
|
||||
import re
|
||||
import sys
|
||||
import subprocess
|
||||
import traceback
|
||||
|
||||
from .extraction import run_coverage, compare_coverage, extract_coverage
|
||||
from .github_api import generate_comment, post_comment, set_github_output
|
||||
from .util import log, file_exists, get_file_size, list_directory, run_command
|
||||
|
||||
def is_valid_branch_name(branch_name: str) -> bool:
|
||||
"""
|
||||
Validate a git branch name.
|
||||
|
||||
Args:
|
||||
branch_name: Branch name to validate
|
||||
|
||||
Returns:
|
||||
True if valid, False otherwise
|
||||
"""
|
||||
# Check for common branch name patterns
|
||||
if not re.match(r'^[a-zA-Z0-9_\-./]+$', branch_name):
|
||||
return False
|
||||
|
||||
# Check for path traversal
|
||||
if '..' in branch_name:
|
||||
return False
|
||||
|
||||
# Check for shell metacharacters
|
||||
if re.search(r'[;&|`$]', branch_name):
|
||||
return False
|
||||
|
||||
return True
|
||||
|
||||
def checkout_branch(branch_name: str) -> None:
|
||||
"""
|
||||
Checkout a branch for testing.
|
||||
|
||||
Args:
|
||||
branch_name: Branch name to checkout
|
||||
|
||||
Raises:
|
||||
RuntimeError: If branch checkout fails
|
||||
ValueError: If branch name is invalid
|
||||
"""
|
||||
if not is_valid_branch_name(branch_name):
|
||||
raise ValueError(f"Invalid branch name: {branch_name}")
|
||||
|
||||
log(f"=== Checking out branch: {branch_name} ===")
|
||||
|
||||
# Fetch the branch
|
||||
returncode, stdout, stderr = run_command(['git', 'fetch', 'origin', branch_name])
|
||||
if returncode != 0:
|
||||
log(f"ERROR: Failed to fetch branch {branch_name}")
|
||||
log(f"Error details: {stderr}")
|
||||
raise RuntimeError(f"Git fetch failed: {stderr}")
|
||||
|
||||
# Checkout the branch
|
||||
returncode, stdout, stderr = run_command(['git', 'checkout', branch_name])
|
||||
if returncode != 0:
|
||||
log(f"ERROR: Failed to checkout branch {branch_name}")
|
||||
log(f"Error details: {stderr}")
|
||||
raise RuntimeError(f"Git checkout failed: {stderr}")
|
||||
|
||||
log(f"Successfully checked out branch: {branch_name}")
|
||||
|
||||
def extract_extension_coverage_from_file(file_path):
|
||||
"""Extract extension coverage from file when run_coverage returns 0."""
|
||||
if not file_exists(file_path):
|
||||
log(f"File {file_path} does not exist, cannot extract extension coverage")
|
||||
return 0.0
|
||||
|
||||
file_size = get_file_size(file_path)
|
||||
if file_size == 0:
|
||||
log(f"File {file_path} is empty, cannot extract extension coverage")
|
||||
return 0.0
|
||||
|
||||
log(f"Extension coverage is 0.0, trying to read from file directly: {file_path} (size: {file_size} bytes)")
|
||||
with open(file_path, 'r') as f:
|
||||
content = f.read()
|
||||
# Extract the percentage from the "Lines" row in the coverage summary
|
||||
# Pattern: Lines : xx.xx% ( xxxxxxx/xxxxxxx )
|
||||
lines_match = re.search(r'Lines\s*:\s*(\d+\.\d+)%', content)
|
||||
if lines_match:
|
||||
coverage = float(lines_match.group(1))
|
||||
log(f"Found extension coverage in file: {coverage}%")
|
||||
return coverage
|
||||
return 0.0
|
||||
|
||||
def extract_webview_coverage_from_file(file_path):
|
||||
"""Extract webview coverage from file when run_coverage returns 0."""
|
||||
if not file_exists(file_path):
|
||||
log(f"File {file_path} does not exist, cannot extract webview coverage")
|
||||
return 0.0
|
||||
|
||||
file_size = get_file_size(file_path)
|
||||
if file_size == 0:
|
||||
log(f"File {file_path} is empty, cannot extract webview coverage")
|
||||
return 0.0
|
||||
|
||||
log(f"Webview coverage is 0.0, trying to read from file directly: {file_path} (size: {file_size} bytes)")
|
||||
with open(file_path, 'r') as f:
|
||||
content = f.read()
|
||||
# Extract the percentage from the "% Lines" column in the "All files" row
|
||||
# Pattern: All files | xx.xx | xx.xx | xx.xx | xx.xx |
|
||||
all_files_match = re.search(r'All files\s+\|\s+\d+\.\d+\s+\|\s+\d+\.\d+\s+\|\s+\d+\.\d+\s+\|\s+(\d+\.\d+)', content)
|
||||
if all_files_match:
|
||||
coverage = float(all_files_match.group(1))
|
||||
log(f"Found webview coverage in file: {coverage}%")
|
||||
return coverage
|
||||
return 0.0
|
||||
|
||||
def run_extension_coverage(branch_name=None):
|
||||
"""Run extension coverage tests and extract results."""
|
||||
prefix = 'base_' if branch_name else ''
|
||||
file_path = f"{prefix}extension_coverage.txt"
|
||||
|
||||
# Run coverage tests
|
||||
ext_cov = run_coverage(
|
||||
["xvfb-run", "-a", "npm", "run", "test:coverage"],
|
||||
file_path,
|
||||
"extension"
|
||||
)
|
||||
|
||||
# If coverage is 0.0, try to extract from file directly
|
||||
if ext_cov == 0.0:
|
||||
ext_cov = extract_extension_coverage_from_file(file_path)
|
||||
|
||||
return ext_cov
|
||||
|
||||
def run_webview_coverage(branch_name=None):
|
||||
"""Run webview coverage tests and extract results."""
|
||||
prefix = 'base_' if branch_name else ''
|
||||
file_path = f"{prefix}webview_coverage.txt"
|
||||
|
||||
# Save current directory
|
||||
original_dir = os.getcwd()
|
||||
|
||||
try:
|
||||
# Change to webview-ui directory
|
||||
os.chdir('webview-ui')
|
||||
|
||||
# Install coverage dependency
|
||||
returncode, stdout, stderr = run_command(["npm", "install", "--no-save", "@vitest/coverage-v8"])
|
||||
if returncode != 0:
|
||||
log(f"Failed to install coverage dependency: {stderr}")
|
||||
return 0.0
|
||||
|
||||
# Run coverage tests from webview-ui directory
|
||||
web_cov = run_coverage(
|
||||
["npm", "run", "test:coverage"],
|
||||
os.path.join('..', file_path),
|
||||
"webview"
|
||||
)
|
||||
finally:
|
||||
# Always change back to original directory
|
||||
os.chdir(original_dir)
|
||||
|
||||
# If coverage is 0.0, try to extract from file directly
|
||||
if web_cov == 0.0:
|
||||
web_cov = extract_webview_coverage_from_file(file_path)
|
||||
|
||||
return web_cov
|
||||
|
||||
def run_branch_coverage(branch_name=None):
|
||||
"""
|
||||
Run coverage tests for a branch.
|
||||
|
||||
Args:
|
||||
branch_name: Name of the branch to checkout before running tests (optional)
|
||||
|
||||
Returns:
|
||||
Tuple of (extension_coverage, webview_coverage)
|
||||
"""
|
||||
# Checkout branch if specified
|
||||
if branch_name:
|
||||
checkout_branch(branch_name)
|
||||
|
||||
# Run coverage tests
|
||||
log(f"=== Running coverage tests{' for ' + branch_name if branch_name else ''} ===")
|
||||
|
||||
# Run extension and webview coverage
|
||||
ext_cov = run_extension_coverage(branch_name)
|
||||
web_cov = run_webview_coverage(branch_name)
|
||||
|
||||
return ext_cov, web_cov
|
||||
|
||||
def find_potential_coverage_files():
|
||||
"""Find potential coverage files in the current directory and webview-ui."""
|
||||
log("Searching for potential coverage files...")
|
||||
|
||||
# Find files in current directory
|
||||
current_dir_files = list_directory('.')
|
||||
for name, size in current_dir_files:
|
||||
if 'coverage' in name.lower() and size != "DIR":
|
||||
log(f"Found potential coverage file: {name} (size: {size} bytes)")
|
||||
|
||||
# Find files in webview-ui directory
|
||||
if os.path.exists('webview-ui') and os.path.isdir('webview-ui'):
|
||||
webview_files = list_directory('webview-ui')
|
||||
for name, size in webview_files:
|
||||
if 'coverage' in name.lower() and size != "DIR":
|
||||
log(f"Found potential webview coverage file: webview-ui/{name} (size: {size} bytes)")
|
||||
else:
|
||||
log("webview-ui directory not found")
|
||||
|
||||
def generate_warnings(base_ext_cov, pr_ext_cov, ext_decreased, ext_diff,
|
||||
base_web_cov, pr_web_cov, web_decreased, web_diff):
|
||||
"""Generate warnings for coverage decreases."""
|
||||
if not (ext_decreased or web_decreased):
|
||||
return []
|
||||
|
||||
warnings = [
|
||||
"Test coverage has decreased in this PR",
|
||||
f"Extension coverage: {base_ext_cov}% -> {pr_ext_cov}% (Diff: {ext_diff}%)",
|
||||
f"Webview coverage: {base_web_cov}% -> {pr_web_cov}% (Diff: {web_diff}%)"
|
||||
]
|
||||
|
||||
# Additional warning for significant decrease (more than 1%)
|
||||
if ext_decreased and ext_diff > 1.0:
|
||||
warnings.append(f"Extension coverage decreased by more than 1% ({ext_diff}%). Consider adding tests to cover your changes.")
|
||||
|
||||
if web_decreased and web_diff > 1.0:
|
||||
warnings.append(f"Webview coverage decreased by more than 1% ({web_diff}%). Consider adding tests to cover your changes.")
|
||||
|
||||
return warnings
|
||||
|
||||
def output_warnings(warnings):
|
||||
"""Output warnings to GitHub step summary and console."""
|
||||
if not warnings:
|
||||
return
|
||||
|
||||
# Get the GitHub step summary file path from environment variable
|
||||
github_step_summary = os.environ.get('GITHUB_STEP_SUMMARY')
|
||||
|
||||
# Write to GitHub step summary if available
|
||||
if github_step_summary:
|
||||
with open(github_step_summary, 'a') as f:
|
||||
f.write("## Coverage Warnings\n\n")
|
||||
for warning in warnings:
|
||||
f.write(f"⚠️ {warning}\n\n")
|
||||
|
||||
# Also output to console with ::warning:: syntax for backward compatibility
|
||||
for warning in warnings:
|
||||
log(f"::warning::{warning}")
|
||||
|
||||
def output_github_results(pr_ext_cov, pr_web_cov, base_ext_cov, base_web_cov,
|
||||
ext_decreased, ext_diff, web_decreased, web_diff):
|
||||
"""Output results for GitHub Actions."""
|
||||
set_github_output("pr_extension_coverage", pr_ext_cov)
|
||||
set_github_output("pr_webview_coverage", pr_web_cov)
|
||||
set_github_output("base_extension_coverage", base_ext_cov)
|
||||
set_github_output("base_webview_coverage", base_web_cov)
|
||||
set_github_output("extension_decreased", str(ext_decreased).lower())
|
||||
set_github_output("extension_diff", ext_diff)
|
||||
set_github_output("webview_decreased", str(web_decreased).lower())
|
||||
set_github_output("webview_diff", web_diff)
|
||||
|
||||
def extract_pr_coverage_from_artifacts():
|
||||
"""
|
||||
Extract PR branch coverage from artifact files.
|
||||
|
||||
Returns:
|
||||
Tuple of (extension_coverage, webview_coverage)
|
||||
|
||||
Raises:
|
||||
SystemExit: If the coverage files don't exist
|
||||
"""
|
||||
log("=== Extracting PR branch coverage from artifacts ===")
|
||||
|
||||
# Check if the coverage files exist
|
||||
ext_file_path = "extension_coverage.txt"
|
||||
web_file_path = "webview-ui/webview_coverage.txt"
|
||||
|
||||
# Extract extension coverage
|
||||
log(f"Extracting extension coverage from {ext_file_path}")
|
||||
if not file_exists(ext_file_path):
|
||||
error_msg = f"ERROR: PR extension coverage file {ext_file_path} not found"
|
||||
log(error_msg)
|
||||
|
||||
# List directory contents for debugging
|
||||
log("Current directory contents:")
|
||||
try:
|
||||
dir_contents = list_directory('.')
|
||||
for name, size in dir_contents:
|
||||
log(f" {name} - {size}\n")
|
||||
except Exception as e:
|
||||
log(f"Error listing directory: {e}")
|
||||
|
||||
sys.exit(1) # Exit with error code to fail the workflow
|
||||
|
||||
ext_cov = extract_extension_coverage_from_file(ext_file_path)
|
||||
log(f"PR extension coverage from artifact: {ext_cov}%")
|
||||
|
||||
# Extract webview coverage
|
||||
log(f"Extracting webview coverage from {web_file_path}")
|
||||
if not file_exists(web_file_path):
|
||||
error_msg = f"ERROR: PR webview coverage file {web_file_path} not found"
|
||||
log(error_msg)
|
||||
|
||||
# Check if the webview-ui directory exists
|
||||
if not os.path.exists('webview-ui'):
|
||||
log("ERROR: webview-ui directory not found")
|
||||
else:
|
||||
# List webview-ui directory contents for debugging
|
||||
log("webview-ui directory contents:")
|
||||
try:
|
||||
dir_contents = list_directory('webview-ui')
|
||||
for name, size in dir_contents:
|
||||
log(f" {name} - {size}")
|
||||
except Exception as e:
|
||||
log(f"Error listing directory: {e}")
|
||||
|
||||
sys.exit(1) # Exit with error code to fail the workflow
|
||||
|
||||
web_cov = extract_webview_coverage_from_file(web_file_path)
|
||||
log(f"PR webview coverage from artifact: {web_cov}%")
|
||||
|
||||
return ext_cov, web_cov
|
||||
|
||||
def process_coverage_workflow(args):
|
||||
"""
|
||||
Process the entire coverage workflow.
|
||||
|
||||
Args:
|
||||
args: Command line arguments
|
||||
"""
|
||||
# Initialize all variables at the start
|
||||
pr_ext_cov = 0.0
|
||||
pr_web_cov = 0.0
|
||||
base_ext_cov = 0.0
|
||||
base_web_cov = 0.0
|
||||
ext_decreased = False
|
||||
ext_diff = 0.0
|
||||
web_decreased = False
|
||||
web_diff = 0.0
|
||||
|
||||
try:
|
||||
# Validate branch name
|
||||
if not is_valid_branch_name(args.base_branch):
|
||||
raise ValueError(f"Invalid base branch name: {args.base_branch}")
|
||||
|
||||
# Check if we're running in GitHub Actions
|
||||
is_github_actions = 'GITHUB_ACTIONS' in os.environ
|
||||
if is_github_actions:
|
||||
log("Running in GitHub Actions environment")
|
||||
|
||||
# Extract PR branch coverage from artifacts (from test job)
|
||||
pr_ext_cov, pr_web_cov = extract_pr_coverage_from_artifacts()
|
||||
|
||||
# Verify PR coverage values
|
||||
if pr_ext_cov == 0.0:
|
||||
log("WARNING: PR extension coverage is 0.0, this may indicate an issue with the coverage report")
|
||||
find_potential_coverage_files()
|
||||
|
||||
if pr_web_cov == 0.0:
|
||||
log("WARNING: PR webview coverage is 0.0, this may indicate an issue with the coverage report")
|
||||
find_potential_coverage_files()
|
||||
|
||||
# Run base branch coverage
|
||||
log(f"=== Running base branch coverage for {args.base_branch} ===")
|
||||
base_ext_cov, base_web_cov = run_branch_coverage(args.base_branch)
|
||||
|
||||
# Verify base coverage values
|
||||
if base_ext_cov == 0.0:
|
||||
log("WARNING: Base extension coverage is 0.0, this may indicate an issue with the coverage report")
|
||||
|
||||
if base_web_cov == 0.0:
|
||||
log("WARNING: Base webview coverage is 0.0, this may indicate an issue with the coverage report")
|
||||
|
||||
# Compare coverage
|
||||
log("=== Comparing extension coverage ===")
|
||||
ext_decreased, ext_diff = compare_coverage(base_ext_cov, pr_ext_cov)
|
||||
|
||||
log("=== Comparing webview coverage ===")
|
||||
web_decreased, web_diff = compare_coverage(base_web_cov, pr_web_cov)
|
||||
|
||||
# Print summary of coverage values
|
||||
log("\n=== Coverage Summary ===")
|
||||
log(f"PR extension coverage: {pr_ext_cov}%")
|
||||
log(f"Base extension coverage: {base_ext_cov}%")
|
||||
log(f"Extension coverage change: {'+' if not ext_decreased else '-'}{ext_diff}%")
|
||||
log(f"PR webview coverage: {pr_web_cov}%")
|
||||
log(f"Base webview coverage: {base_web_cov}%")
|
||||
log(f"Webview coverage change: {'+' if not web_decreased else '-'}{web_diff}%")
|
||||
|
||||
# Generate and output warnings
|
||||
warnings = generate_warnings(
|
||||
base_ext_cov, pr_ext_cov, ext_decreased, ext_diff,
|
||||
base_web_cov, pr_web_cov, web_decreased, web_diff
|
||||
)
|
||||
output_warnings(warnings)
|
||||
|
||||
# Generate comment
|
||||
log("=== Generating comment ===")
|
||||
comment = generate_comment(
|
||||
base_ext_cov, pr_ext_cov, str(ext_decreased).lower(), ext_diff,
|
||||
base_web_cov, pr_web_cov, str(web_decreased).lower(), web_diff
|
||||
)
|
||||
|
||||
# Save comment to file
|
||||
with open("coverage_comment.md", "w") as f:
|
||||
f.write(comment)
|
||||
|
||||
# Post comment if PR number is provided
|
||||
if args.pr_number:
|
||||
log(f"=== Posting comment to PR #{args.pr_number} ===")
|
||||
post_comment("coverage_comment.md", args.pr_number, args.repo, args.token)
|
||||
|
||||
# Output results for GitHub Actions
|
||||
output_github_results(
|
||||
pr_ext_cov, pr_web_cov, base_ext_cov, base_web_cov,
|
||||
ext_decreased, ext_diff, web_decreased, web_diff
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
log(f"ERROR in process_coverage_workflow: {e}")
|
||||
traceback.print_exc()
|
||||
|
||||
# Try to output results even if there was an error
|
||||
try:
|
||||
output_github_results(
|
||||
pr_ext_cov, pr_web_cov, base_ext_cov, base_web_cov,
|
||||
ext_decreased, ext_diff, web_decreased, web_diff
|
||||
)
|
||||
except Exception as e2:
|
||||
log(f"ERROR outputting GitHub results: {e2}")
|
||||
@@ -22,7 +22,6 @@ Environment Variables:
|
||||
#!/usr/bin/env python3
|
||||
|
||||
import os
|
||||
import sys
|
||||
|
||||
CHANGELOG_PATH = os.environ.get("CHANGELOG_PATH", "CHANGELOG.md")
|
||||
VERSION = os.environ['VERSION']
|
||||
@@ -32,72 +31,49 @@ NEW_CONTENT = os.environ.get("NEW_CONTENT", "")
|
||||
def overwrite_changelog_section(changelog_text: str, new_content: str):
|
||||
# Find the section for the specified version
|
||||
version_pattern = f"## {VERSION}\n"
|
||||
bracketed_version_pattern = f"## [{VERSION}]\n"
|
||||
unformmatted_prev_version_pattern = f"## {PREV_VERSION}\n"
|
||||
prev_version_pattern = f"## [{PREV_VERSION}]\n"
|
||||
print(f"latest version: {VERSION}")
|
||||
print(f"prev_version: {PREV_VERSION}")
|
||||
|
||||
# Try both unbracketed and bracketed version patterns
|
||||
version_index = changelog_text.find(version_pattern)
|
||||
if version_index == -1:
|
||||
version_index = changelog_text.find(bracketed_version_pattern)
|
||||
if version_index == -1:
|
||||
# If version not found, add it at the top (after the first line)
|
||||
first_newline = changelog_text.find('\n')
|
||||
if first_newline == -1:
|
||||
# If no newline found, just prepend
|
||||
return f"## [{VERSION}]\n\n{changelog_text}"
|
||||
return f"{changelog_text[:first_newline + 1]}## [{VERSION}]\n\n{changelog_text[first_newline + 1:]}"
|
||||
else:
|
||||
# Using bracketed version
|
||||
version_pattern = bracketed_version_pattern
|
||||
|
||||
notes_start_index = version_index + len(version_pattern)
|
||||
notes_end_index = changelog_text.find(prev_version_pattern, notes_start_index) if PREV_VERSION and prev_version_pattern in changelog_text else len(changelog_text)
|
||||
notes_start_index = changelog_text.find(version_pattern) + len(version_pattern)
|
||||
notes_end_index = changelog_text.find(prev_version_pattern, notes_start_index) if PREV_VERSION and (prev_version_pattern in changelog_text or unformmatted_prev_version_pattern in changelog_text) else len(changelog_text)
|
||||
|
||||
if new_content:
|
||||
return changelog_text[:notes_start_index] + f"{new_content}\n" + changelog_text[notes_end_index:]
|
||||
else:
|
||||
changeset_lines = changelog_text[notes_start_index:notes_end_index].split("\n")
|
||||
# Ensure we have at least 2 lines before removing them
|
||||
if len(changeset_lines) < 2:
|
||||
print("Warning: Changeset content has fewer than 2 lines")
|
||||
parsed_lines = "\n".join(changeset_lines)
|
||||
else:
|
||||
# Remove the first two lines from the regular changeset format, ex: \n### Patch Changes
|
||||
parsed_lines = "\n".join(changeset_lines[2:])
|
||||
filtered_lines = []
|
||||
for line in changeset_lines:
|
||||
# If the previous line is a changeset format
|
||||
if len(filtered_lines) > 1 and filtered_lines[-1].startswith("### "):
|
||||
# Remove the last two lines from the filted_lines
|
||||
filtered_lines.pop()
|
||||
filtered_lines.pop()
|
||||
else:
|
||||
filtered_lines.append(line.strip())
|
||||
|
||||
# Prepend a new line to the first line of filtered_lines
|
||||
if filtered_lines:
|
||||
filtered_lines[0] = "\n" + filtered_lines[0]
|
||||
|
||||
# Print filted_lines wiht a "\n" at the end of each line
|
||||
for line in filtered_lines:
|
||||
print(line.strip())
|
||||
|
||||
parsed_lines = "\n".join(line for line in filtered_lines)
|
||||
updated_changelog = changelog_text[:notes_start_index] + parsed_lines + changelog_text[notes_end_index:]
|
||||
# Ensure version number is bracketed
|
||||
updated_changelog = updated_changelog.replace(f"## {VERSION}", f"## [{VERSION}]")
|
||||
return updated_changelog
|
||||
|
||||
try:
|
||||
print(f"Reading changelog from: {CHANGELOG_PATH}")
|
||||
with open(CHANGELOG_PATH, 'r') as f:
|
||||
changelog_content = f.read()
|
||||
with open(CHANGELOG_PATH, 'r') as f:
|
||||
changelog_content = f.read()
|
||||
|
||||
print(f"Changelog content length: {len(changelog_content)} characters")
|
||||
print("First 200 characters of changelog:")
|
||||
print(changelog_content[:200])
|
||||
print("----------------------------------------------------------------------------------")
|
||||
new_changelog = overwrite_changelog_section(changelog_content, NEW_CONTENT)
|
||||
# print("----------------------------------------------------------------------------------")
|
||||
# print(new_changelog)
|
||||
# print("----------------------------------------------------------------------------------")
|
||||
# Write back to CHANGELOG.md
|
||||
with open(CHANGELOG_PATH, 'w') as f:
|
||||
f.write(new_changelog)
|
||||
|
||||
new_changelog = overwrite_changelog_section(changelog_content, NEW_CONTENT)
|
||||
|
||||
print("New changelog content:")
|
||||
print("----------------------------------------------------------------------------------")
|
||||
print(new_changelog)
|
||||
print("----------------------------------------------------------------------------------")
|
||||
|
||||
print(f"Writing updated changelog back to: {CHANGELOG_PATH}")
|
||||
with open(CHANGELOG_PATH, 'w') as f:
|
||||
f.write(new_changelog)
|
||||
|
||||
print(f"{CHANGELOG_PATH} updated successfully!")
|
||||
|
||||
except FileNotFoundError:
|
||||
print(f"Error: Changelog file not found at {CHANGELOG_PATH}")
|
||||
sys.exit(1)
|
||||
except Exception as e:
|
||||
print(f"Error updating changelog: {str(e)}")
|
||||
print(f"Current working directory: {os.getcwd()}")
|
||||
sys.exit(1)
|
||||
print(f"{CHANGELOG_PATH} updated successfully!")
|
||||
|
||||
@@ -0,0 +1,282 @@
|
||||
#!/usr/bin/env python3
|
||||
"""
|
||||
Tests for coverage_check script.
|
||||
"""
|
||||
|
||||
import os
|
||||
import sys
|
||||
import unittest
|
||||
import subprocess
|
||||
import tempfile
|
||||
from unittest.mock import patch, MagicMock, call, mock_open
|
||||
|
||||
# Add parent directory to path so we can import coverage modules
|
||||
sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
|
||||
from coverage_check import extract_coverage, compare_coverage, set_verbose, generate_comment, post_comment, set_github_output
|
||||
from coverage_check.util import log, file_exists, get_file_size, list_directory
|
||||
|
||||
|
||||
class TestCoverage(unittest.TestCase):
|
||||
# Class variables to store coverage files
|
||||
temp_dir = None
|
||||
extension_coverage_file = None
|
||||
webview_coverage_file = None
|
||||
|
||||
@classmethod
|
||||
def setUpClass(cls):
|
||||
"""Set up test environment once for all tests."""
|
||||
# Create temporary directory for test files
|
||||
cls.temp_dir = tempfile.TemporaryDirectory()
|
||||
cls.extension_coverage_file = os.path.join(cls.temp_dir.name, 'extension_coverage.txt')
|
||||
cls.webview_coverage_file = os.path.join(cls.temp_dir.name, 'webview_coverage.txt')
|
||||
|
||||
# Run actual tests to generate coverage reports
|
||||
cls.generate_coverage_reports()
|
||||
|
||||
# Verify files exist and are not empty
|
||||
assert os.path.exists(cls.extension_coverage_file), \
|
||||
f"Extension coverage file {cls.extension_coverage_file} does not exist"
|
||||
assert os.path.getsize(cls.extension_coverage_file) > 0, \
|
||||
f"Extension coverage file {cls.extension_coverage_file} is empty"
|
||||
assert os.path.exists(cls.webview_coverage_file), \
|
||||
f"Webview coverage file {cls.webview_coverage_file} does not exist"
|
||||
assert os.path.getsize(cls.webview_coverage_file) > 0, \
|
||||
f"Webview coverage file {cls.webview_coverage_file} is empty"
|
||||
|
||||
@classmethod
|
||||
def tearDownClass(cls):
|
||||
"""Clean up test environment after all tests."""
|
||||
if cls.temp_dir:
|
||||
cls.temp_dir.cleanup()
|
||||
|
||||
@classmethod
|
||||
def generate_coverage_reports(cls):
|
||||
"""Generate real coverage reports by running tests."""
|
||||
log("Generating coverage reports (this may take a while)...")
|
||||
|
||||
# Run extension tests with coverage
|
||||
try:
|
||||
# Get absolute paths
|
||||
root_dir = os.path.abspath(os.path.join(os.path.dirname(__file__), '../../..'))
|
||||
webview_dir = os.path.join(root_dir, 'webview-ui')
|
||||
|
||||
# Use xvfb-run on Linux
|
||||
if sys.platform.startswith('linux'):
|
||||
cmd = f"cd {root_dir} && xvfb-run -a npm run test:coverage > {cls.extension_coverage_file} 2>&1"
|
||||
else:
|
||||
cmd = f"cd {root_dir} && npm run test:coverage > {cls.extension_coverage_file} 2>&1"
|
||||
|
||||
log("Running extension tests...")
|
||||
log(f"Command: {cmd}")
|
||||
result = subprocess.run(cmd, shell=True, check=False, capture_output=True, text=True)
|
||||
log(f"Extension tests exit code: {result.returncode}")
|
||||
|
||||
# Run webview tests with coverage
|
||||
log("Running webview tests...")
|
||||
cmd = f"cd {webview_dir} && npm run test:coverage > {cls.webview_coverage_file} 2>&1"
|
||||
log(f"Command: {cmd}")
|
||||
result = subprocess.run(cmd, shell=True, check=False, capture_output=True, text=True)
|
||||
log(f"Webview tests exit code: {result.returncode}")
|
||||
|
||||
# Verify files were created
|
||||
if file_exists(cls.extension_coverage_file):
|
||||
ext_size = get_file_size(cls.extension_coverage_file)
|
||||
log(f"Extension coverage file created: {cls.extension_coverage_file} (size: {ext_size} bytes)")
|
||||
else:
|
||||
log(f"WARNING: Extension coverage file was not created: {cls.extension_coverage_file}")
|
||||
|
||||
if file_exists(cls.webview_coverage_file):
|
||||
web_size = get_file_size(cls.webview_coverage_file)
|
||||
log(f"Webview coverage file created: {cls.webview_coverage_file} (size: {web_size} bytes)")
|
||||
else:
|
||||
log(f"WARNING: Webview coverage file was not created: {cls.webview_coverage_file}")
|
||||
|
||||
log("Coverage reports generation completed.")
|
||||
except Exception as e:
|
||||
log(f"Error generating coverage reports: {e}")
|
||||
import traceback
|
||||
log(traceback.format_exc())
|
||||
|
||||
# Create empty files if tests fail
|
||||
log("Creating fallback coverage files...")
|
||||
with open(cls.extension_coverage_file, 'w') as f:
|
||||
f.write("No coverage data available")
|
||||
with open(cls.webview_coverage_file, 'w') as f:
|
||||
f.write("No coverage data available")
|
||||
|
||||
def test_extract_coverage(self):
|
||||
"""Test extract_coverage function with both extension and webview coverage."""
|
||||
# Check if verbose mode is enabled
|
||||
if '-v' in sys.argv or '--verbose' in sys.argv:
|
||||
set_verbose(True)
|
||||
|
||||
# Verify files exist before testing
|
||||
self.assertTrue(file_exists(self.extension_coverage_file),
|
||||
f"Extension coverage file does not exist: {self.extension_coverage_file}")
|
||||
self.assertTrue(file_exists(self.webview_coverage_file),
|
||||
f"Webview coverage file does not exist: {self.webview_coverage_file}")
|
||||
|
||||
# Log file sizes
|
||||
ext_size = get_file_size(self.extension_coverage_file)
|
||||
web_size = get_file_size(self.webview_coverage_file)
|
||||
log(f"Extension coverage file size: {ext_size} bytes")
|
||||
log(f"Webview coverage file size: {web_size} bytes")
|
||||
|
||||
# Test extension coverage
|
||||
log("Testing extension coverage extraction...")
|
||||
ext_coverage_pct = extract_coverage(self.extension_coverage_file, 'extension')
|
||||
|
||||
# Check that coverage percentage is a float
|
||||
self.assertIsInstance(ext_coverage_pct, float)
|
||||
|
||||
# Check that coverage percentage is between 0 and 100
|
||||
self.assertGreaterEqual(ext_coverage_pct, 0)
|
||||
self.assertLessEqual(ext_coverage_pct, 100)
|
||||
|
||||
# Log coverage percentage for debugging
|
||||
log(f"Extension coverage: {ext_coverage_pct}%")
|
||||
|
||||
# Test webview coverage
|
||||
log("Testing webview coverage extraction...")
|
||||
web_coverage_pct = extract_coverage(self.webview_coverage_file, 'webview')
|
||||
|
||||
# Convert to float if it's an integer
|
||||
if isinstance(web_coverage_pct, int):
|
||||
web_coverage_pct = float(web_coverage_pct)
|
||||
|
||||
# Check that coverage percentage is a float
|
||||
self.assertIsInstance(web_coverage_pct, float)
|
||||
|
||||
# Check that coverage percentage is between 0 and 100
|
||||
self.assertGreaterEqual(web_coverage_pct, 0)
|
||||
self.assertLessEqual(web_coverage_pct, 100)
|
||||
|
||||
# Log coverage percentage for debugging
|
||||
log(f"Webview coverage: {web_coverage_pct}%")
|
||||
|
||||
def test_compare_coverage(self):
|
||||
"""Test compare_coverage function."""
|
||||
# Test with coverage increase
|
||||
decreased, diff = compare_coverage(80, 90)
|
||||
self.assertFalse(decreased)
|
||||
self.assertEqual(diff, 10)
|
||||
|
||||
# Test with coverage decrease
|
||||
decreased, diff = compare_coverage(90, 80)
|
||||
self.assertTrue(decreased)
|
||||
self.assertEqual(diff, 10)
|
||||
|
||||
# Test with no change
|
||||
decreased, diff = compare_coverage(80, 80)
|
||||
self.assertFalse(decreased)
|
||||
self.assertEqual(diff, 0)
|
||||
|
||||
def test_generate_comment(self):
|
||||
"""Test generate_comment function."""
|
||||
comment = generate_comment(
|
||||
80, 90, 'false', 10,
|
||||
70, 75, 'false', 5
|
||||
)
|
||||
|
||||
# Check that comment contains expected sections
|
||||
self.assertIn('Coverage Report', comment)
|
||||
self.assertIn('Extension Coverage', comment)
|
||||
self.assertIn('Webview Coverage', comment)
|
||||
self.assertIn('Overall Assessment', comment)
|
||||
|
||||
# Check that comment contains coverage percentages
|
||||
self.assertIn('Base branch: 80%', comment)
|
||||
self.assertIn('PR branch: 90%', comment)
|
||||
self.assertIn('Base branch: 70%', comment)
|
||||
self.assertIn('PR branch: 75%', comment)
|
||||
|
||||
# Check that comment contains correct assessment
|
||||
self.assertIn('Coverage increased or remained the same', comment)
|
||||
self.assertIn('Test coverage has been maintained or improved', comment)
|
||||
|
||||
@patch('coverage_check.requests.get')
|
||||
@patch('coverage_check.requests.post')
|
||||
@patch('coverage_check.requests.patch')
|
||||
def test_post_comment_new(self, mock_patch, mock_post, mock_get):
|
||||
"""Test post_comment function when creating a new comment."""
|
||||
# Create a temporary comment file
|
||||
comment_file = os.path.join(self.temp_dir.name, 'comment.md')
|
||||
with open(comment_file, 'w') as f:
|
||||
f.write('<!-- COVERAGE_REPORT -->\nTest comment')
|
||||
|
||||
# Mock the API responses
|
||||
mock_get.return_value = MagicMock(status_code=200, json=lambda: [])
|
||||
mock_post.return_value = MagicMock(status_code=201)
|
||||
|
||||
# Test post_comment function
|
||||
post_comment(comment_file, '123', 'owner/repo', 'token')
|
||||
|
||||
# Check that the correct API calls were made
|
||||
mock_get.assert_called_once()
|
||||
mock_post.assert_called_once()
|
||||
mock_patch.assert_not_called()
|
||||
|
||||
@patch('coverage_check.requests.get')
|
||||
@patch('coverage_check.requests.post')
|
||||
@patch('coverage_check.requests.patch')
|
||||
def test_post_comment_update(self, mock_patch, mock_post, mock_get):
|
||||
"""Test post_comment function when updating an existing comment."""
|
||||
# Create a temporary comment file
|
||||
comment_file = os.path.join(self.temp_dir.name, 'comment.md')
|
||||
with open(comment_file, 'w') as f:
|
||||
f.write('<!-- COVERAGE_REPORT -->\nTest comment')
|
||||
|
||||
# Mock the API responses
|
||||
mock_get.return_value = MagicMock(
|
||||
status_code=200,
|
||||
json=lambda: [{'id': 456, 'body': '<!-- COVERAGE_REPORT -->\nOld comment'}]
|
||||
)
|
||||
mock_patch.return_value = MagicMock(status_code=200)
|
||||
|
||||
# Test post_comment function
|
||||
post_comment(comment_file, '123', 'owner/repo', 'token')
|
||||
|
||||
# Check that the correct API calls were made
|
||||
mock_get.assert_called_once()
|
||||
mock_patch.assert_called_once()
|
||||
mock_post.assert_not_called()
|
||||
|
||||
def test_set_github_output(self):
|
||||
"""Test set_github_output function."""
|
||||
# Capture stdout
|
||||
with patch('sys.stdout', new=MagicMock()) as mock_stdout:
|
||||
# Mock environment without GITHUB_OUTPUT
|
||||
with patch.dict('os.environ', {}, clear=True):
|
||||
set_github_output('test_name', 'test_value')
|
||||
|
||||
# Check that the correct output was printed to stdout
|
||||
mock_stdout.assert_has_calls([
|
||||
# GitHub Actions output format (deprecated method)
|
||||
call.write('::set-output name=test_name::test_value\n'),
|
||||
call.flush(),
|
||||
# Human readable format
|
||||
call.write('test_name: test_value\n'),
|
||||
call.flush()
|
||||
], any_order=False)
|
||||
|
||||
# Reset mock for next test
|
||||
mock_stdout.reset_mock()
|
||||
|
||||
# Test with GITHUB_OUTPUT environment variable
|
||||
with patch.dict('os.environ', {'GITHUB_OUTPUT': '/tmp/github_output'}), \
|
||||
patch('builtins.open', mock_open()) as mock_file:
|
||||
set_github_output('test_name', 'test_value')
|
||||
|
||||
# Check that file was written to
|
||||
mock_file.assert_called_once_with('/tmp/github_output', 'a')
|
||||
mock_file().write.assert_called_once_with('test_name=test_value\n')
|
||||
|
||||
# Check that human readable output was printed
|
||||
mock_stdout.assert_has_calls([
|
||||
call.write('test_name: test_value\n'),
|
||||
call.flush()
|
||||
], any_order=False)
|
||||
|
||||
|
||||
if __name__ == '__main__':
|
||||
unittest.main()
|
||||
@@ -0,0 +1,112 @@
|
||||
name: Changeset Converter
|
||||
run-name: Changeset Conversion
|
||||
|
||||
on:
|
||||
workflow_dispatch:
|
||||
pull_request:
|
||||
types: [closed]
|
||||
|
||||
env:
|
||||
REPO_PATH: ${{ github.repository }}
|
||||
GIT_REF: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || 'main' }}
|
||||
NODE_VERSION: 20.18.1
|
||||
|
||||
jobs:
|
||||
# Job 1: Create version bump PR when changesets are merged to main
|
||||
changeset-pr-version-bump:
|
||||
if: |
|
||||
github.event_name == 'workflow_dispatch' ||
|
||||
(
|
||||
github.event_name == 'pull_request' &&
|
||||
github.event.pull_request.merged == true &&
|
||||
github.event.pull_request.base.ref == 'main' &&
|
||||
github.actor != 'github-actions'
|
||||
)
|
||||
runs-on: ubuntu-latest
|
||||
permissions:
|
||||
contents: write
|
||||
pull-requests: write
|
||||
steps:
|
||||
- name: Check user for team affiliation
|
||||
id: team_check
|
||||
if: github.event_name == 'workflow_dispatch'
|
||||
uses: morfien101/actions-authorized-user@4a3cfbf0bcb3cafe4a71710a278920c5d94bb38b
|
||||
with:
|
||||
username: ${{ github.actor }}
|
||||
team: "deployer"
|
||||
github_token: ${{ secrets.GITHUB_TOKEN }}
|
||||
|
||||
- name: Check if user is authorized
|
||||
if: github.event_name == 'workflow_dispatch'
|
||||
run: |
|
||||
if [ "${{ steps.team_check.outputs.authorized }}" != "true" ]; then
|
||||
echo "User is not authorized to run this workflow."
|
||||
exit 1
|
||||
fi
|
||||
|
||||
- name: Git Checkout
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
ref: ${{ env.GIT_REF }}
|
||||
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: ${{ env.NODE_VERSION }}
|
||||
cache: "npm"
|
||||
|
||||
- name: Install Dependencies
|
||||
run: npm install changeset
|
||||
|
||||
# Check if there are any new changesets to process
|
||||
- name: Check for changesets
|
||||
id: check-changesets
|
||||
run: |
|
||||
NEW_CHANGESETS=$(find .changeset -name "*.md" ! -name "README.md" | wc -l | tr -d ' ')
|
||||
echo "Changesets diff with previous version: $NEW_CHANGESETS"
|
||||
echo "new_changesets=$NEW_CHANGESETS" >> $GITHUB_OUTPUT
|
||||
|
||||
# Create version bump PR using changesets/action if there are new changesets
|
||||
- name: Create Changeset Pull Request
|
||||
if: steps.check-changesets.outputs.new_changesets != '0'
|
||||
uses: changesets/action@v1
|
||||
with:
|
||||
commit: "changeset version bump"
|
||||
title: "Changeset version bump"
|
||||
version: npm run version-packages # This performs the changeset version bump
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
|
||||
# Get current and previous versions to edit changelog entry
|
||||
- name: Get version
|
||||
id: get_version
|
||||
run: |
|
||||
VERSION=$(git show HEAD:package.json | jq -r '.version')
|
||||
echo "version=$VERSION" >> $GITHUB_OUTPUT
|
||||
PREV_VERSION=$(git show origin/main:package.json | jq -r '.version')
|
||||
echo "prev_version=$PREV_VERSION" >> $GITHUB_OUTPUT
|
||||
echo "version=$VERSION"
|
||||
echo "prev_version=$PREV_VERSION"
|
||||
|
||||
# Update CHANGELOG.md with proper format
|
||||
- name: Update Changelog Format
|
||||
env:
|
||||
VERSION: ${{ steps.get_version.outputs.version }}
|
||||
PREV_VERSION: ${{ steps.get_version.outputs.prev_version }}
|
||||
run: python .github/scripts/overwrite_changeset_changelog.py
|
||||
|
||||
# Commit and push changelog updates
|
||||
- name: Push Changelog updates to Pull Request
|
||||
run: |
|
||||
git config user.name "github-actions"
|
||||
git config user.email github-actions@github.com
|
||||
echo "Running git add and commit..."
|
||||
git add CHANGELOG.md
|
||||
git commit -m "Updating CHANGELOG.md format"
|
||||
git status
|
||||
echo "--------------------------------------------------------------------------------"
|
||||
echo "Pushing to remote..."
|
||||
echo "--------------------------------------------------------------------------------"
|
||||
CURRENT_BRANCH=$(git rev-parse --abbrev-ref HEAD)
|
||||
git push origin $CURRENT_BRANCH
|
||||
@@ -1,117 +0,0 @@
|
||||
name: Check Changeset
|
||||
run-name: Check for Changeset in PR
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
pull-requests: write
|
||||
|
||||
on:
|
||||
pull_request:
|
||||
branches:
|
||||
- main
|
||||
types: [opened, synchronize, reopened, ready_for_review]
|
||||
|
||||
jobs:
|
||||
check-changeset:
|
||||
# Skip draft PRs and dependabot PRs
|
||||
if: github.event.pull_request.draft == false && github.actor != 'dependabot[bot]'
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@b4ffde65f46336ab88eb53be808477a3936bae11 # v4
|
||||
with:
|
||||
fetch-depth: 0
|
||||
ref: ${{ github.event.pull_request.head.sha }}
|
||||
|
||||
- name: Check for changeset
|
||||
id: check-changeset
|
||||
run: |
|
||||
# Debug info
|
||||
echo "Current directory: $(pwd)"
|
||||
echo "PR Base Ref: ${{ github.event.pull_request.base.ref }}"
|
||||
echo "PR Head Ref: ${{ github.event.pull_request.head.ref }}"
|
||||
echo "PR Head SHA: ${{ github.event.pull_request.head.sha }}"
|
||||
echo "Git status:"
|
||||
git status
|
||||
|
||||
# Get list of changed files
|
||||
git fetch origin ${{ github.event.pull_request.base.ref }}
|
||||
CHANGED_FILES=$(git diff --name-only origin/${{ github.event.pull_request.base.ref }} HEAD)
|
||||
echo "Changed files:"
|
||||
echo "$CHANGED_FILES"
|
||||
|
||||
# Check if any of the changed files are in docs/ or .github/
|
||||
echo "Checking if changes are docs-only..."
|
||||
DOCS_ONLY=true
|
||||
while IFS= read -r file; do
|
||||
if [[ ! "$file" =~ ^(docs/|.github/) ]]; then
|
||||
echo "Found non-docs change: $file"
|
||||
DOCS_ONLY=false
|
||||
break
|
||||
fi
|
||||
done <<< "$CHANGED_FILES"
|
||||
|
||||
# If changes are docs-only, skip changeset check
|
||||
if [ "$DOCS_ONLY" = true ]; then
|
||||
echo "All changes are in docs/ or .github/, skipping changeset check"
|
||||
exit 0
|
||||
else
|
||||
echo "Changes include non-docs files, checking for changeset..."
|
||||
fi
|
||||
|
||||
# Check if any changeset files are in the changed files
|
||||
echo "Checking for changeset files in changed files..."
|
||||
CHANGESET_IN_PR=false
|
||||
while IFS= read -r file; do
|
||||
if [[ "$file" =~ ^\.changeset/.*\.md$ && "$file" != ".changeset/README.md" && "$file" != ".changeset/config.json" ]]; then
|
||||
echo "Found changeset file in PR: $file"
|
||||
CHANGESET_IN_PR=true
|
||||
break
|
||||
fi
|
||||
done <<< "$CHANGED_FILES"
|
||||
|
||||
if [ "$CHANGESET_IN_PR" = false ]; then
|
||||
echo "No changeset files found in changed files. Changed files in .changeset/:"
|
||||
echo "$CHANGED_FILES" | grep "^\.changeset/" || true
|
||||
echo "::error::No changeset file found in PR changes. Please run 'npm run changeset' to create one."
|
||||
exit 1
|
||||
fi
|
||||
|
||||
- name: Comment on PR
|
||||
if: failure()
|
||||
uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7
|
||||
with:
|
||||
script: |
|
||||
const message = `This PR requires a changeset since it includes user-facing changes. Please:
|
||||
|
||||
1. Run \`npm run changeset\` locally
|
||||
2. Choose the appropriate version bump:
|
||||
- \`major\` for breaking changes (1.0.0 → 2.0.0)
|
||||
- \`minor\` for new features (1.0.0 → 1.1.0)
|
||||
- \`patch\` for bug fixes (1.0.0 → 1.0.1)
|
||||
3. Write a clear description of your changes
|
||||
4. Commit the generated changeset file
|
||||
|
||||
Note: Documentation-only changes do not require a changeset.`;
|
||||
|
||||
// Get existing comments
|
||||
const comments = await github.rest.issues.listComments({
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
issue_number: context.issue.number
|
||||
});
|
||||
|
||||
// Check if we already commented
|
||||
const botComment = comments.data.find(comment =>
|
||||
comment.user.login === 'github-actions[bot]' &&
|
||||
comment.body.includes('This PR requires a changeset')
|
||||
);
|
||||
|
||||
if (!botComment) {
|
||||
await github.rest.issues.createComment({
|
||||
owner: context.repo.owner,
|
||||
repo: context.repo.repo,
|
||||
issue_number: context.issue.number,
|
||||
body: message
|
||||
});
|
||||
}
|
||||
@@ -0,0 +1,28 @@
|
||||
# Codespell configuration is within .codespellrc
|
||||
---
|
||||
name: Codespell
|
||||
|
||||
on:
|
||||
push:
|
||||
branches: [main]
|
||||
pull_request:
|
||||
branches: [main]
|
||||
|
||||
permissions:
|
||||
contents: read
|
||||
|
||||
jobs:
|
||||
codespell:
|
||||
if: false
|
||||
name: Check for spelling errors
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
steps:
|
||||
- name: Checkout
|
||||
uses: actions/checkout@v4
|
||||
- name: Annotate locations with typos
|
||||
uses: codespell-project/codespell-problem-matcher@v1
|
||||
- name: Codespell
|
||||
uses: codespell-project/actions-codespell@v2
|
||||
with:
|
||||
only_warn: 1
|
||||
@@ -34,7 +34,7 @@ jobs:
|
||||
- name: Setup Node.js
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 20.15.1
|
||||
node-version: "lts/*"
|
||||
|
||||
# Cache root dependencies - only reuse if package-lock.json exactly matches
|
||||
- name: Cache root dependencies
|
||||
@@ -54,14 +54,14 @@ jobs:
|
||||
|
||||
- name: Install root dependencies
|
||||
if: steps.root-cache.outputs.cache-hit != 'true'
|
||||
run: npm ci
|
||||
run: npm ci --include=optional
|
||||
|
||||
- name: Install webview-ui dependencies
|
||||
if: steps.webview-cache.outputs.cache-hit != 'true'
|
||||
run: cd webview-ui && npm ci
|
||||
run: cd webview-ui && npm ci --include=optional
|
||||
|
||||
- name: Install Publishing Tools
|
||||
run: npm install -g vsce ovsx
|
||||
run: npm install -g @vscode/vsce ovsx
|
||||
|
||||
- name: Get Version
|
||||
id: get_version
|
||||
|
||||
+139
-3
@@ -23,7 +23,18 @@ jobs:
|
||||
- name: Setup Node.js environment
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 20.15.1
|
||||
node-version: 22
|
||||
|
||||
# Setup Python for coverage script
|
||||
- name: Setup Python
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.10"
|
||||
|
||||
- name: Install Python dependencies
|
||||
run: |
|
||||
python -m pip install --upgrade pip
|
||||
pip install requests
|
||||
|
||||
# Cache root dependencies - only reuse if package-lock.json exactly matches
|
||||
- name: Cache root dependencies
|
||||
@@ -58,5 +69,130 @@ jobs:
|
||||
- name: Prettier / Format Check
|
||||
run: npm run format
|
||||
|
||||
- name: Extension Tests
|
||||
run: xvfb-run -a npm run test
|
||||
# Build the extension before running tests
|
||||
- name: Build Tests and Extension
|
||||
run: npm run pretest
|
||||
|
||||
- name: Unit Tests
|
||||
run: npm run test:unit
|
||||
|
||||
# Run extension tests with coverage
|
||||
- name: Extension Tests with Coverage
|
||||
id: extension_coverage
|
||||
continue-on-error: true
|
||||
run: |
|
||||
xvfb-run -a npm run test:coverage > extension_coverage.txt 2>&1
|
||||
PYTHONPATH=.github/scripts python -m coverage_check extract-coverage extension_coverage.txt --type=extension --github-output --verbose
|
||||
|
||||
# Run webview tests with coverage
|
||||
- name: Webview Tests with Coverage
|
||||
id: webview_coverage
|
||||
continue-on-error: true
|
||||
run: |
|
||||
cd webview-ui
|
||||
# Ensure coverage dependency is installed
|
||||
npm install --no-save @vitest/coverage-v8
|
||||
npm run test:coverage > webview_coverage.txt 2>&1 || true
|
||||
cd ..
|
||||
PYTHONPATH=.github/scripts python -m coverage_check extract-coverage webview-ui/webview_coverage.txt --type=webview --github-output --verbose
|
||||
|
||||
# Save coverage reports as artifacts (workflow-scoped)
|
||||
- name: Save Coverage Reports
|
||||
uses: actions/upload-artifact@v4
|
||||
with:
|
||||
name: pr-coverage-reports
|
||||
path: |
|
||||
extension_coverage.txt
|
||||
webview-ui/webview_coverage.txt
|
||||
retention-period: workflow # Artifacts are automatically deleted when the workflow completes
|
||||
|
||||
# Set the check as failed if any of the tests failed
|
||||
- name: Check for test failures
|
||||
run: |
|
||||
# Check if any of the test steps failed
|
||||
# https://docs.github.com/en/actions/writing-workflows/choosing-what-your-workflow-does/accessing-contextual-information-about-workflow-runs#steps-context
|
||||
if [ "${{ steps.extension_coverage.outcome }}" != "success" ] || [ "${{ steps.webview_coverage.outcome }}" != "success" ]; then
|
||||
echo "Tests failed."
|
||||
cat extension_coverage.txt
|
||||
cat webview-ui/webview_coverage.txt
|
||||
exit 1
|
||||
fi
|
||||
|
||||
coverage:
|
||||
needs: test
|
||||
runs-on: ubuntu-latest
|
||||
# Only run on PRs to main branch
|
||||
if: github.event_name == 'pull_request' && github.base_ref == 'main'
|
||||
steps:
|
||||
- name: Checkout code
|
||||
uses: actions/checkout@v4
|
||||
with:
|
||||
fetch-depth: 0 # Fetch all history for accurate comparison
|
||||
|
||||
# Setup Python for coverage script
|
||||
- name: Setup Python
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.10"
|
||||
|
||||
- name: Install Python dependencies
|
||||
run: |
|
||||
python -m pip install --upgrade pip
|
||||
pip install requests
|
||||
|
||||
- name: Setup Node.js environment
|
||||
uses: actions/setup-node@v4
|
||||
with:
|
||||
node-version: 22
|
||||
|
||||
# Cache root dependencies - only reuse if package-lock.json exactly matches
|
||||
- name: Cache root dependencies
|
||||
uses: actions/cache@v4
|
||||
id: root-cache
|
||||
with:
|
||||
path: node_modules
|
||||
key: ${{ runner.os }}-npm-${{ hashFiles('package-lock.json') }}
|
||||
|
||||
# Cache webview-ui dependencies - only reuse if package-lock.json exactly matches
|
||||
- name: Cache webview-ui dependencies
|
||||
uses: actions/cache@v4
|
||||
id: webview-cache
|
||||
with:
|
||||
path: webview-ui/node_modules
|
||||
key: ${{ runner.os }}-npm-webview-${{ hashFiles('webview-ui/package-lock.json') }}
|
||||
|
||||
- name: Install root dependencies
|
||||
if: steps.root-cache.outputs.cache-hit != 'true'
|
||||
run: npm ci
|
||||
|
||||
- name: Install webview-ui dependencies
|
||||
if: steps.webview-cache.outputs.cache-hit != 'true'
|
||||
run: cd webview-ui && npm ci
|
||||
|
||||
# Build the extension before running tests
|
||||
- name: Build Extension
|
||||
run: npm run compile
|
||||
|
||||
# Download coverage artifacts from test job
|
||||
- name: Download Coverage Reports
|
||||
uses: actions/download-artifact@v4
|
||||
with:
|
||||
name: pr-coverage-reports
|
||||
path: . # Download to root directory to match expected paths
|
||||
|
||||
# Process coverage workflow
|
||||
- name: Process coverage workflow
|
||||
id: coverage
|
||||
run: |
|
||||
# Extract PR number from GITHUB_REF
|
||||
PR_NUMBER=$(echo "$GITHUB_REF" | sed -e 's/refs\/pull\///' -e 's/\/merge//')
|
||||
|
||||
# Run the coverage workflow from root directory
|
||||
PYTHONPATH=.github/scripts python -m coverage_check process-workflow \
|
||||
--base-branch ${{ github.base_ref }} \
|
||||
--pr-number $PR_NUMBER \
|
||||
--repo $GITHUB_REPOSITORY \
|
||||
--token ${{ secrets.GITHUB_TOKEN }} \
|
||||
--verbose
|
||||
env:
|
||||
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
|
||||
|
||||
+10
-1
@@ -9,4 +9,13 @@ tmp
|
||||
|
||||
pnpm-lock.yaml
|
||||
|
||||
.clineignore
|
||||
.clineignore
|
||||
.venv
|
||||
.actrc
|
||||
|
||||
# Ignore coverage directories and files
|
||||
coverage
|
||||
# But don't ignore the coverage scripts in .github/scripts/
|
||||
!.github/scripts/coverage/
|
||||
|
||||
*evals.env
|
||||
@@ -0,0 +1,6 @@
|
||||
{
|
||||
"extension": ["ts"],
|
||||
"spec": "src/**/__tests__/*.ts",
|
||||
"require": ["ts-node/register", "source-map-support/register", "./src/test/requires.ts"],
|
||||
"recursive": true
|
||||
}
|
||||
@@ -6,6 +6,10 @@ export default defineConfig({
|
||||
mocha: {
|
||||
ui: "bdd",
|
||||
timeout: 20000, // Maximum time (in ms) that a test can run before failing
|
||||
/** Set up alias path resolution during tests
|
||||
* @See {@link file://./test-setup.js}
|
||||
*/
|
||||
require: ["./test-setup.js"],
|
||||
},
|
||||
workspaceFolder: "test-workspace",
|
||||
version: "stable",
|
||||
|
||||
Vendored
+1
-1
@@ -9,7 +9,7 @@
|
||||
"name": "Run Extension",
|
||||
"type": "extensionHost",
|
||||
"request": "launch",
|
||||
"args": ["--extensionDevelopmentPath=${workspaceFolder}"],
|
||||
"args": ["--extensionDevelopmentPath=${workspaceFolder}", "--disable-workspace-trust", "${workspaceFolder}"],
|
||||
"outFiles": ["${workspaceFolder}/dist/**/*.js"],
|
||||
"preLaunchTask": "${defaultBuildTask}",
|
||||
"env": {
|
||||
|
||||
Vendored
+86
-13
@@ -4,16 +4,45 @@
|
||||
"version": "2.0.0",
|
||||
"tasks": [
|
||||
{
|
||||
"label": "watch",
|
||||
"dependsOn": ["npm: build:webview", "npm: dev:webview", "npm: watch:tsc", "npm: watch:esbuild"],
|
||||
"label": "npm: protos",
|
||||
"type": "npm",
|
||||
"script": "protos",
|
||||
"problemMatcher": [],
|
||||
"isBackground": false,
|
||||
"presentation": {
|
||||
"reveal": "never"
|
||||
"reveal": "always"
|
||||
},
|
||||
"options": {
|
||||
"env": {
|
||||
"IS_DEV": "true"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"label": "watch",
|
||||
"dependsOn": ["npm: protos", "npm: build:webview", "npm: dev:webview", "npm: watch:tsc", "npm: watch:esbuild"],
|
||||
"presentation": {
|
||||
"reveal": "always"
|
||||
},
|
||||
"group": {
|
||||
"kind": "build",
|
||||
"isDefault": true
|
||||
}
|
||||
},
|
||||
{
|
||||
"label": "watch:test",
|
||||
"dependsOn": [
|
||||
"npm: protos",
|
||||
"npm: build:webview:test",
|
||||
"npm: dev:webview",
|
||||
"npm: watch:tsc",
|
||||
"npm: watch:esbuild:test"
|
||||
],
|
||||
"presentation": {
|
||||
"reveal": "always"
|
||||
},
|
||||
"group": "build"
|
||||
},
|
||||
{
|
||||
"type": "npm",
|
||||
"script": "build:webview",
|
||||
@@ -21,10 +50,10 @@
|
||||
"problemMatcher": [],
|
||||
"isBackground": true,
|
||||
"label": "npm: build:webview",
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"group": "watch",
|
||||
"reveal": "never",
|
||||
"close": true
|
||||
"reveal": "always"
|
||||
},
|
||||
"options": {
|
||||
"env": {
|
||||
@@ -32,6 +61,25 @@
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"type": "npm",
|
||||
"script": "build:webview:test",
|
||||
"group": "build",
|
||||
"problemMatcher": [],
|
||||
"isBackground": true,
|
||||
"label": "npm: build:webview:test",
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"group": "watch",
|
||||
"reveal": "always"
|
||||
},
|
||||
"options": {
|
||||
"env": {
|
||||
"IS_DEV": "true",
|
||||
"IS_TEST": "true"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"type": "npm",
|
||||
"script": "dev:webview",
|
||||
@@ -55,10 +103,10 @@
|
||||
],
|
||||
"isBackground": true,
|
||||
"label": "npm: dev:webview",
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"group": "watch",
|
||||
"reveal": "never",
|
||||
"close": true
|
||||
"reveal": "always"
|
||||
},
|
||||
"options": {
|
||||
"env": {
|
||||
@@ -73,10 +121,34 @@
|
||||
"problemMatcher": "$esbuild-watch",
|
||||
"isBackground": true,
|
||||
"label": "npm: watch:esbuild",
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"group": "watch",
|
||||
"reveal": "never",
|
||||
"close": true
|
||||
"reveal": "always"
|
||||
},
|
||||
"options": {
|
||||
"env": {
|
||||
"IS_DEV": "true"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
"type": "npm",
|
||||
"script": "watch:esbuild:test",
|
||||
"group": "build",
|
||||
"problemMatcher": "$esbuild-watch",
|
||||
"isBackground": true,
|
||||
"label": "npm: watch:esbuild:test",
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"group": "watch",
|
||||
"reveal": "always"
|
||||
},
|
||||
"options": {
|
||||
"env": {
|
||||
"IS_DEV": "true",
|
||||
"IS_TEST": "true"
|
||||
}
|
||||
}
|
||||
},
|
||||
{
|
||||
@@ -86,10 +158,10 @@
|
||||
"problemMatcher": "$tsc-watch",
|
||||
"isBackground": true,
|
||||
"label": "npm: watch:tsc",
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"group": "watch",
|
||||
"reveal": "never",
|
||||
"close": true
|
||||
"reveal": "always"
|
||||
}
|
||||
},
|
||||
{
|
||||
@@ -97,15 +169,16 @@
|
||||
"script": "watch-tests",
|
||||
"problemMatcher": "$tsc-watch",
|
||||
"isBackground": true,
|
||||
"dependsOn": ["npm: protos"],
|
||||
"presentation": {
|
||||
"reveal": "never",
|
||||
"reveal": "always",
|
||||
"group": "watchers"
|
||||
},
|
||||
"group": "build"
|
||||
},
|
||||
{
|
||||
"label": "tasks: watch-tests",
|
||||
"dependsOn": ["npm: watch", "npm: watch-tests"],
|
||||
"dependsOn": ["npm: protos", "npm: watch", "npm: watch-tests"],
|
||||
"problemMatcher": []
|
||||
},
|
||||
{
|
||||
|
||||
+5
-1
@@ -37,8 +37,12 @@ docs/**
|
||||
!node_modules/@vscode/codicons/dist/codicon.css
|
||||
!node_modules/@vscode/codicons/dist/codicon.ttf
|
||||
|
||||
# Include KaTeX CSS and fonts for LaTeX rendering
|
||||
!webview-ui/node_modules/katex/dist/katex.min.css
|
||||
!webview-ui/node_modules/katex/dist/fonts/**
|
||||
|
||||
# Include default themes JSON files used in getTheme
|
||||
!src/integrations/theme/default-themes/**
|
||||
|
||||
# Include icons
|
||||
!assets/icons/**
|
||||
!assets/icons/**
|
||||
|
||||
+211
-7
@@ -1,5 +1,209 @@
|
||||
# Changelog
|
||||
|
||||
## [3.14.0]
|
||||
|
||||
- Add support for custom model ID in AWS Bedrock provider, enabling use of Application Inference Profile (Thanks @clicube!)
|
||||
- Add more robust caching & cache tracking for gemini & vertex providers
|
||||
- Add support for LaTeX rendering
|
||||
- Add support for custom API request timeout. Timeouts were 15-30s, but can now be configured via settings for OpenRouter/Cline & Ollama (Thanks @WingsDrafterwork!)
|
||||
- Add truncation notice when truncating manually
|
||||
- Add a timeout setting for the terminal connection, allowing users to set a time to wait for terminal startup
|
||||
- Add copy button to code blocks
|
||||
- Add copy button to markdown blocks (Thanks @weshoke!)
|
||||
- Add checkpoints to more messages
|
||||
- Add slash command to create a new rules file (/newrule)
|
||||
- Add cache ui for open router and cline provider
|
||||
- Add Amazon Nova Premier model to Bedrock (Thanks @watany!)
|
||||
- Add support for cursorrules and windsurfrules
|
||||
- Add support for batch history deletion (Thanks @danix800!)
|
||||
- Improve Drag & Drop experience
|
||||
- Create clinerules folder when creating new rule if it's needed
|
||||
- Enable pricing calculation for gemini and vertex providers
|
||||
- Refactor message handling to not show the MCP View of the server modal
|
||||
- Migrate the addRemoteServer to protobus (Thanks @DaveFres!)
|
||||
- Update task header to be expanded by default
|
||||
- Update Gemini cache TTL time to 15 minutes
|
||||
- Fix race condition in terminal command usage
|
||||
- Fix to correctly handle `import.meta.url`, avoiding leading slash in pathname for Windows (Thanks @DaveFres!)
|
||||
- Fix @withRetry() decoration syntax error when running extension locally (Thanks @DaveFres!)
|
||||
- Fix for git commit mentions in repos with no git commits
|
||||
- Fix cost calculation (Thanks @BarreiroT!)
|
||||
|
||||
## [3.13.3]
|
||||
|
||||
- Add download counts to MCP marketplace items
|
||||
- Add `/compact` command
|
||||
- Add prompt caching to gemini models in cline / openrouter providers
|
||||
- Add tooltips to bottom row menu
|
||||
|
||||
## [3.13.2]
|
||||
|
||||
- Add Gemini 2.5 Flash model to Vertex and Gemini Providers (Thanks monotykamary!)
|
||||
- Add Caching to gemini provider (Thanks arafatkatze!)
|
||||
- Add thinking budget support to Gemini Models (Thanks monotykamary!)
|
||||
- Add !include .file directive support for .clineignore (Thanks watany-dev!)
|
||||
- Improve slash command functionality
|
||||
- Improve prompting for new task tool
|
||||
- Fix o1 temperature being passed to the azure api (Thanks treeleaves30760!)
|
||||
- Fix to make "add new rule file" button functional
|
||||
- Fix Ollama provider timeout, allowing for a larger loading time (Thanks suvarchal!)
|
||||
- Fix Non-UTF-8 File Handling: Improve Encoding Detection to Prevent Garbled Text and Binary Misclassification (Thanks yt3trees!)
|
||||
- Fix settings to not reset by changing providers
|
||||
- Fix terminal outputs missing commas
|
||||
- Fix terminal errors caused by starting non-alphanumeric outputs
|
||||
- Fix auto approve settings becoming unset
|
||||
- Fix Mermaid syntax error in documentation (Thanks tuki0918!)
|
||||
- Remove supportsComputerUse restriction and support browser use through any model that supports images (Thanks arafatkatze!)
|
||||
|
||||
## [3.13.1]
|
||||
|
||||
- Fix bug where task cancellation during thinking stream would result in error state
|
||||
|
||||
## [3.13.0]
|
||||
|
||||
- Add Cline rules popover under the chat field, allowing you to easily add, enable & disable workspace level or global rule files
|
||||
- Add new slash command menu letting you type “/“ to do quick actions like creating new tasks
|
||||
- Add ability to edit past messages, with options to restore your workspace back to that point
|
||||
- Allow sending a message when selecting an option provided by the question or plan tool
|
||||
- Add command to jump to Cline's chat input
|
||||
- Add support for OpenAI o3 & 4o-mini (Thanks @PeterDaveHello and @arafatkatze!)
|
||||
- Add baseURL option for Google Gemini provider (Thanks @owengo and @olivierhub!)
|
||||
- Add support for Azure's DeepSeek model. (Thanks @yt3trees!)
|
||||
- Add ability for models that support it to receive image responses from MCP servers (Thanks @rikaaa0928!)
|
||||
- Improve search and replace diff editing by making it more flexible with models that fail to follow structured output instructions. (Thanks @chi-cat!)
|
||||
- Add detection of Ctrl+C termination in terminal, improving output reading issues
|
||||
- Fix issue where some commands with large output would cause UI to freeze
|
||||
- Fix token usage tracking issues with vertex provider (Thanks @mzsima!)
|
||||
- Fix issue with xAI reasoning content not being parsed (Thanks @mrubens!)
|
||||
|
||||
## [3.12.3]
|
||||
|
||||
- Add copy button to MermaidBlock component (Thanks @cacosub7!)
|
||||
- Add the ability to fetch from global cline rules files
|
||||
- Add icon to indicate when a file outside of the users workspace is edited
|
||||
|
||||
## [3.12.2]
|
||||
|
||||
- Add gpt-4.1
|
||||
|
||||
## [3.12.1]
|
||||
|
||||
- Use visual checkpoint indicator to make it clear when checkpoints are created
|
||||
- Big shoutout to @samuel871211 for numerous code quality improvements, refactoring contributions, and webview performance improvements!
|
||||
- Use improved context manager
|
||||
|
||||
## [3.12.0]
|
||||
|
||||
- Add favorite toggles for models when using the Cline & OpenRouter providers
|
||||
- Add auto-approve options for edits/reads outside of the workspace
|
||||
- Improve diff editing animation for large files
|
||||
- Add indicator showing number of diff edits when Cline edits a file
|
||||
- Add streaming support and reasoning effort option to xAI's Grok 3 Mini
|
||||
- Add settings button to MCP popover to easily modify installed servers
|
||||
- Fix bug where browser tool actions would show unparsed results in the chat view
|
||||
- Fix issue with new checkpoints popover hiding too quickly
|
||||
- Fix duplicate checkpoints bug
|
||||
- Improve Ollama provider with retry mechanism, timeout handling, and improved error handling (thanks suvarchal!)
|
||||
|
||||
## [3.11.0]
|
||||
|
||||
- Redesign checkpoint UI to declutter chat view by using a subtle indicator line that expands to a popover on hover, with a new date indicator for when it was created
|
||||
- Add support for xAI's provider's Grok 3 models
|
||||
- Add more robust error tracking for users opted in to telemetry (thank you for helping us make Cline better!)
|
||||
|
||||
## [3.10.1]
|
||||
|
||||
- Add CMD+' keyboard shortcut to add selected text to Cline
|
||||
- Cline now auto focuses the text field when using 'Add to Cline' shortcut
|
||||
- Add new 'Create New Task' tool to let Cline start a new task autonomously!
|
||||
- Fix Mermaid diagram issues
|
||||
- Fix Gemini provider cost calculation to take new tiered pricing structure into account
|
||||
|
||||
## [3.10.0]
|
||||
|
||||
- Add setting to let browser tool use local Chrome via remote debugging, enabling session-based browsing. Replaces sessionless Chromium, unlocking debugging and productivity workflows tied to your real browser state.
|
||||
- Add new auto-approve option to approve _ALL_ commands (use at your own risk!)
|
||||
- Add modal in the chat area to more easily enable or disable MCP servers
|
||||
- Add drag and drop of file/folders into cline chat (Thanks eljapi!)
|
||||
- Add prompt caching for LiteLLM + Claude (Thanks sammcj!)
|
||||
- Add Improved context management
|
||||
- Fix MCP auto approve toggle issues being out of sync with settings
|
||||
|
||||
## [3.9.2]
|
||||
|
||||
- Add recommended models for Cline provider
|
||||
- Add ability to detect when user edits files manually so Cline knows to re-read, leading to reduced diff edit errors
|
||||
- Add improvements to file mention searching for faster searching
|
||||
- Add scoring logic to file mentions to sort and exclude results based on relevance
|
||||
- Add Support for Bytedance Doubao (Thanks Tunixer!)
|
||||
- Fix to prevent duplicate BOM (Thanks bamps53!)
|
||||
|
||||
## [3.9.1]
|
||||
|
||||
- Add Gemini 2.5 Pro Preview 03-25 to Google Provider
|
||||
|
||||
## [3.9.0]
|
||||
|
||||
- Add Enable extended thinking for LiteLLM provider (Thanks @jorgegarciarey!)
|
||||
- Add a tab for configuring local MCP Servers
|
||||
- Fix issue with DeepSeek API provider token counting + context management
|
||||
- Fix issues with checkpoints hanging under certain conditions
|
||||
|
||||
## [3.8.6]
|
||||
|
||||
- Add UI for adding remote servers
|
||||
- Add Mentions Feature Guide and update related documentation
|
||||
- Fix bug where menu would open in sidebar and open tab
|
||||
- Fix issue with Cline accounts not showing user info in popout tabs
|
||||
- Fix bug where menu buttons wouldn't open view in sidebar
|
||||
|
||||
## [3.8.5]
|
||||
|
||||
- Add support for remote MCP Servers using SSE
|
||||
- Add gemini-2.5-pro-exp-03-25 to Vertex AI (thanks @arri-cc!)
|
||||
- Add access to history, mcp, and new task buttons in popout view
|
||||
- Add task feedback telemetry (thumbs up/down on task completion)
|
||||
- Add toggle disabled for remote servers
|
||||
- Move the MCP Restart and Delete buttons and add an auto-approve all toggle
|
||||
- Update Requestly UX for model selection (thanks @arafatkatze!)
|
||||
- Add escape for html content for gemini when running commands
|
||||
- Improve search and replace edit failure behaviors
|
||||
|
||||
## [3.8.4]
|
||||
|
||||
- Add Sambanova Deepseek-V3-0324
|
||||
- Add cost calculation support for LiteLLM provider
|
||||
- Fix bug where Cline would use plan_mode_response bug without response parameter
|
||||
|
||||
## [3.8.3]
|
||||
|
||||
- Add support for SambaNova QwQ-32B model
|
||||
- Add OpenAI "dynamic" model chatgpt-4o-latest
|
||||
- Add Amazon Nova models to AWS Bedrock
|
||||
- Improve file handling for NextJS folder naming (fixes issues with parentheses in folder names)
|
||||
- Add Gemini 2.5 Pro to Google AI Studio available models
|
||||
- Handle "input too large" errors for Anthropic
|
||||
- Fix "See more" not showing up for tasks after task un-fold
|
||||
- Fix gpt-4.5-preview's supportsPromptCache value to true
|
||||
|
||||
## [3.8.2]
|
||||
|
||||
- Fix bug where switching to plan/act would result in VS Code LM/OpenRouter model being reset
|
||||
|
||||
## [3.8.0]
|
||||
|
||||
- Add 'Add to Cline' as an option when you right-click in a file or the terminal, making it easier to add context to your current task
|
||||
- Add 'Fix with Cline' code action - when you see a lightbulb icon in your editor, you can now select 'Fix with Cline' to send the code and associated errors for Cline to fix. (Cursor users can also use the 'Quick Fix (CMD + .)' menu to see this option)
|
||||
- Add Account view to display billing and usage history for Cline account users. You can now keep track of credits used and transaction history right in the extension!
|
||||
- Add 'Sort underling provider routing' setting to Cline/OpenRouter allowing you to sort provider used by throughput, price, latency, or the default (combination of price and uptime)
|
||||
- Improve rich MCP display with dynamic image loading and support for GIFs
|
||||
- Add 'Documentation' menu item to easily access Cline's docs
|
||||
- Add OpenRouter's new usage_details feature for more reliable cost reporting
|
||||
- Display total space Cline takes on disk next to 'Delete all Tasks' button in History view
|
||||
- Fix 'Context Window Exceeded' error for OpenRouter/Cline Accounts (additional support coming soon)
|
||||
- Fix bug where OpenRouter model ID would be set to invalid value
|
||||
- Add button to delete MCP servers in a failure state
|
||||
|
||||
## [3.7.1]
|
||||
|
||||
- Fix issue with 'See more' button in task header not showing when starting new tasks
|
||||
@@ -175,8 +379,8 @@
|
||||
## [3.1.0]
|
||||
|
||||
- Added checkpoints: Snapshots of workspace are automatically created whenever Cline uses a tool
|
||||
- Compare changes: Hover over any tool use to see a diff between the snapshot and current workspace state
|
||||
- Restore options: Choose to restore just the task state, just the workspace files, or both
|
||||
- Compare changes: Hover over any tool use to see a diff between the snapshot and current workspace state
|
||||
- Restore options: Choose to restore just the task state, just the workspace files, or both
|
||||
- New 'See new changes' button appears after task completion, providing an overview of all workspace changes
|
||||
- Task header now shows disk space usage with a delete button to help manage snapshot storage
|
||||
|
||||
@@ -358,10 +562,10 @@
|
||||
## [1.8.0]
|
||||
|
||||
- You can now use '@' in the textarea to add context!
|
||||
- @url: Paste in a URL for the extension to fetch and convert to markdown, useful when you want to give Claude the latest docs!
|
||||
- @problems: Add workspace errors and warnings for Claude to fix, no more back-and-forth about debugging
|
||||
- @file: Adds a file's contents so you don't have to waste API requests approving read file (+ type to search files)
|
||||
- @folder: Adds folder's files all at once to speed up your workflow even more
|
||||
- @url: Paste in a URL for the extension to fetch and convert to markdown, useful when you want to give Claude the latest docs!
|
||||
- @problems: Add workspace errors and warnings for Claude to fix, no more back-and-forth about debugging
|
||||
- @file: Adds a file's contents so you don't have to waste API requests approving read file (+ type to search files)
|
||||
- @folder: Adds folder's files all at once to speed up your workflow even more
|
||||
|
||||
## [1.7.0]
|
||||
|
||||
@@ -408,7 +612,7 @@
|
||||
- Adds "Always allow read-only operations" setting to let Claude read files and view directories without needing approval (off by default)
|
||||
- Implement sliding window context management to keep tasks going past 200k tokens
|
||||
- Adds Google Cloud Vertex AI support and updates Claude 3.5 Sonnet max output to 8192 tokens for all providers.
|
||||
- Improves system prompt to gaurd against lazy edits (less "//rest of code here")
|
||||
- Improves system prompt to guard against lazy edits (less "//rest of code here")
|
||||
|
||||
## [1.3.0]
|
||||
|
||||
|
||||
@@ -31,6 +31,36 @@ If you're planning to work on a bigger feature, please create a [feature request
|
||||
- Run `npm run test` to run tests locally
|
||||
- Before submitting PR, run `npm run format:fix` to format your code
|
||||
|
||||
3. **Linux-specific Setup**
|
||||
VS Code extension tests on Linux require the following system libraries:
|
||||
|
||||
- `libatk1.0-0`
|
||||
- `libatk-bridge2.0-0`
|
||||
- `libxkbfile1`
|
||||
- `libx11-xcb1`
|
||||
- `libxcomposite1`
|
||||
- `libxdamage1`
|
||||
- `libxfixes3`
|
||||
- `libxrandr2`
|
||||
- `libgbm1`
|
||||
- `libdrm2`
|
||||
- `libgtk-3-0`
|
||||
- `dbus`
|
||||
- `xvfb`
|
||||
|
||||
These libraries provide necessary GUI components and system services for the test environment.
|
||||
|
||||
For example, on Debian-based distributions (e.g., Ubuntu), you can install these libraries using apt:
|
||||
```bash
|
||||
sudo apt update
|
||||
sudo apt install -y \
|
||||
libatk1.0-0 libatk-bridge2.0-0 libxkbfile1 libx11-xcb1 \
|
||||
libxcomposite1 libxdamage1 libxfixes3 libxrandr2 libgbm1 \
|
||||
libdrm2 libgtk-3-0 dbus xvfb
|
||||
```
|
||||
|
||||
- Run `npm run test:ci` to run tests locally
|
||||
|
||||
## Writing and Submitting Code
|
||||
|
||||
Anyone can contribute code to Cline, but we ask that you follow these guidelines to ensure your contributions can be smoothly integrated:
|
||||
|
||||
@@ -24,7 +24,7 @@ English | <a href="https://github.com/cline/cline/blob/main/locales/es/README.md
|
||||
<a href="https://github.com/cline/cline/discussions/categories/feature-requests?discussions_q=is%3Aopen+category%3A%22Feature+Requests%22+sort%3Atop" target="_blank"><strong>Feature Requests</strong></a>
|
||||
</td>
|
||||
<td align="center">
|
||||
<a href="https://docs.cline.bot/getting-started/getting-started-new-coders" target="_blank"><strong>Getting Started</strong></a>
|
||||
<a href="https://docs.cline.bot/getting-started/for-new-coders" target="_blank"><strong>Getting Started</strong></a>
|
||||
</td>
|
||||
</tbody>
|
||||
</table>
|
||||
|
||||
@@ -1,41 +0,0 @@
|
||||
graph TB
|
||||
subgraph VSCode Extension Host
|
||||
subgraph Core Extension
|
||||
ExtensionEntry[Extension Entry<br/>src/extension.ts]
|
||||
ClineProvider[ClineProvider<br/>src/core/webview/ClineProvider.ts]
|
||||
ClineClass[Cline Class<br/>src/core/Cline.ts]
|
||||
GlobalState[VSCode Global State]
|
||||
SecretsStorage[VSCode Secrets Storage]
|
||||
end
|
||||
|
||||
subgraph Webview UI
|
||||
WebviewApp[React App<br/>webview-ui/src/App.tsx]
|
||||
ExtStateContext[ExtensionStateContext<br/>webview-ui/src/context/ExtensionStateContext.tsx]
|
||||
ReactComponents[React Components]
|
||||
end
|
||||
|
||||
subgraph Storage
|
||||
TaskStorage[Task Storage<br/>Per-Task Files & History]
|
||||
CheckpointSystem[Git-based Checkpoints]
|
||||
end
|
||||
end
|
||||
|
||||
%% Core Extension Data Flow
|
||||
ExtensionEntry --> ClineProvider
|
||||
ClineProvider --> ClineClass
|
||||
ClineClass --> GlobalState
|
||||
ClineClass --> SecretsStorage
|
||||
ClineClass --> TaskStorage
|
||||
ClineClass --> CheckpointSystem
|
||||
|
||||
%% Webview Data Flow
|
||||
WebviewApp --> ExtStateContext
|
||||
ExtStateContext --> ReactComponents
|
||||
|
||||
%% Bidirectional Communication
|
||||
ClineProvider <-->|postMessage| ExtStateContext
|
||||
|
||||
style GlobalState fill:#ff0066,stroke:#333,stroke-width:2px,color:#ffffff
|
||||
style SecretsStorage fill:#ff0066,stroke:#333,stroke-width:2px,color:#ffffff
|
||||
style ExtStateContext fill:#0066ff,stroke:#333,stroke-width:2px,color:#ffffff
|
||||
style ClineProvider fill:#00cc66,stroke:#333,stroke-width:2px,color:#ffffff
|
||||
Binary file not shown.
|
After Width: | Height: | Size: 902 B |
Binary file not shown.
|
After Width: | Height: | Size: 666 B |
@@ -0,0 +1,95 @@
|
||||
{
|
||||
"$schema": "https://mintlify.com/docs.json",
|
||||
"theme": "linden",
|
||||
"name": "Cline",
|
||||
"description": "AI-powered coding assistant for VSCode",
|
||||
"colors": {
|
||||
"primary": "#9D4EDD",
|
||||
"light": "#F0E6FF",
|
||||
"dark": "#000000"
|
||||
},
|
||||
"logo": {
|
||||
"light": "/assets/robot_panel_light.png",
|
||||
"dark": "/assets/robot_panel_dark.png"
|
||||
},
|
||||
"favicon": {
|
||||
"light": "/assets/robot_panel_light.png",
|
||||
"dark": "/assets/robot_panel_dark.png"
|
||||
},
|
||||
"background": {
|
||||
"color": {
|
||||
"light": "#F0E6FF",
|
||||
"dark": "#000000"
|
||||
},
|
||||
"decoration": "gradient"
|
||||
},
|
||||
"styling": {
|
||||
"eyebrows": "breadcrumbs",
|
||||
"codeblocks": "system"
|
||||
},
|
||||
"appearance": {
|
||||
"default": "system",
|
||||
"strict": false
|
||||
},
|
||||
"fonts": {
|
||||
"family": "Roboto",
|
||||
"weight": 400
|
||||
},
|
||||
"navbar": {
|
||||
"links": [
|
||||
{
|
||||
"label": "GitHub",
|
||||
"href": "https://github.com/cline/cline"
|
||||
},
|
||||
{
|
||||
"label": "Discord",
|
||||
"href": "https://discord.gg/cline"
|
||||
}
|
||||
],
|
||||
"primary": {
|
||||
"type": "button",
|
||||
"label": "Install Cline",
|
||||
"href": "https://cline.bot/install?utm_source=website&utm_medium=header"
|
||||
}
|
||||
},
|
||||
"navigation": {
|
||||
"groups": [
|
||||
{
|
||||
"group": "Getting Started",
|
||||
"pages": [
|
||||
"getting-started/for-new-coders",
|
||||
"getting-started/installing-cline",
|
||||
"getting-started/installing-dev-essentials",
|
||||
"getting-started/model-selection-guide",
|
||||
"getting-started/our-favorite-tech-stack",
|
||||
"getting-started/understanding-context-management",
|
||||
"getting-started/what-is-cline"
|
||||
]
|
||||
},
|
||||
{
|
||||
"group": "Exploring Cline's Tools",
|
||||
"pages": [
|
||||
"exploring-clines-tools/cline-tools-guide",
|
||||
"exploring-clines-tools/plan-and-act-modes-a-guide-to-effective-ai-development",
|
||||
"exploring-clines-tools/checkpoints",
|
||||
"exploring-clines-tools/new-task-tool",
|
||||
"exploring-clines-tools/remote-browser-support",
|
||||
"exploring-clines-tools/slash-commands"
|
||||
]
|
||||
}
|
||||
]
|
||||
},
|
||||
"footer": {
|
||||
"socials": {
|
||||
"x": "https://x.com/cline",
|
||||
"github": "https://github.com/cline/cline",
|
||||
"discord": "https://discord.gg/cline"
|
||||
}
|
||||
},
|
||||
"search": {
|
||||
"prompt": "Search Cline documentation..."
|
||||
},
|
||||
"contextual": {
|
||||
"options": ["copy"]
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,108 @@
|
||||
---
|
||||
title: "Checkpoints and Messages"
|
||||
description: "When working with AI coding assistants, it's easy to lose control as they make rapid changes to your codebase. That's why we built Checkpoints - your safety net for experimenting confidently."
|
||||
---
|
||||
|
||||
Checkpoints automatically save snapshots of your workspace after each step in a task. This powerful feature lets you:
|
||||
|
||||
- Track and review changes made during a task
|
||||
- Roll back to any previous point if needed
|
||||
- Experiment confidently with auto-approve mode
|
||||
- Maintain full control over your workspace
|
||||
|
||||
### ⚙️ How Checkpoints Work
|
||||
|
||||
Cline creates a checkpoint after each tool use (file edits, commands, etc.). These checkpoints:
|
||||
|
||||
- Work alongside your Git workflow without interference
|
||||
- Maintain context between restores
|
||||
- Use a shadow Git repository to track changes
|
||||
|
||||
For example, if you're working on a feature and Cline makes multiple file changes, each change creates a checkpoint. This means you can review each modification and, if needed, roll back to any point without affecting your main Git repository.
|
||||
|
||||
#### Viewing Changes & Restoring to Checkpoint
|
||||
|
||||
After each tool use, you can:
|
||||
|
||||
1. Click the "Compare" button to see modified files
|
||||
2. Click the "Restore" button to open restore options
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Checkpoint comparison and restore options" />
|
||||
</Frame>
|
||||
|
||||
#### Rolling Back
|
||||
|
||||
To restore to a previous point:
|
||||
|
||||
1. Click the "Restore" button next to any step
|
||||
2. Choose from three options:
|
||||
- **Restore Task and Workspace**: Reset both codebase and task to that point
|
||||
- **Restore Task Only**: Keep codebase changes but revert task context
|
||||
- **Restore Workspace Only**: Reset codebase while preserving task context
|
||||
|
||||
Example: If Cline makes changes you don't like while styling a component, you can use "Restore Workspace Only" to revert the code changes while keeping the conversation context, allowing you to try a different approach.
|
||||
|
||||
### 💡 Use Cases
|
||||
|
||||
Checkpoints let you be more experimental with Cline. While human coding is often methodical and iterative, AI can make substantial changes quickly. Checkpoints help you track these changes and revert if needed.
|
||||
|
||||
#### 1. Using Auto-Approve Mode
|
||||
|
||||
- Provides safety net for rapid iterations
|
||||
- Makes it easy to undo unexpected results
|
||||
|
||||
#### 2. Testing Different Approaches
|
||||
|
||||
- Try multiple solutions confidently
|
||||
- Compare different implementations
|
||||
- Quickly revert to working states
|
||||
- Ideal for exploring different design patterns or architectural approaches
|
||||
|
||||
<Frame caption="In this case, I didn't like the changes Cline made to my robot dog-walking website (still working on the robots) and I wanted to revert both the codebase and the task to before any changes were made so I could start fresh.">
|
||||
<img src="/assets/robot_panel_dark.png" alt="Checkpoint restore demo" />
|
||||
</Frame>
|
||||
|
||||
### ✨ Best Practices
|
||||
|
||||
1. Use checkpoints as safety nets when experimenting
|
||||
2. Leverage auto-approve mode more confidently, knowing you can always roll back
|
||||
3. Restore selectively based on needs:
|
||||
|
||||
- Use "Restore Task and Workspace" for a fresh start, reversing changes to files and the task conversation.
|
||||
- Use "Restore Task Only" to try different prompts, but leave all files as they exist
|
||||
- Use "Restore Workspace Only" to attempt different implementations, or prune context from the task
|
||||
|
||||
🛟 Checkpoints are your safety net when working with Cline, enabling you to experiment freely while maintaining full control over your codebase. Whether you're refactoring a complex component, trying different implementation approaches, or using auto-approve mode for rapid development, checkpoints ensure you can always review changes and roll back if needed.
|
||||
|
||||
#### 🗑️ Deleting Checkpoints
|
||||
|
||||
You can delete all checkpoints by using the **"Delete All History"** button in the task history menu. Note that this will also delete all tasks. Checkpoints are stored in VS Code's globalStorage.
|
||||
|
||||
---
|
||||
|
||||
## Editing Messages
|
||||
|
||||
Cline allows you to edit chat messages in a task after they've been submitted (with the exception of the message that started the task).
|
||||
|
||||
Perhaps you didn't get the results you wanted, thought of a better way to phrase your request, or need to add more information. Editing your message allows you to re-submit a request without starting over or restoring your files or workspace with checkpoints. There are two Restore options:
|
||||
|
||||
- **"Restore Chat"** restores just the task state and re-submits an API request to your provider with your edited message.
|
||||
|
||||
- **"Restore All"** restores both the task state and workspace state before re-submitting an API request. "Workspace state" refers to the condition of your workspace (files, content, etc.) at different points in the conversation.
|
||||
|
||||
**Interactive Editing:**
|
||||
|
||||
- Messages can be clicked to enter edit mode
|
||||
- Cline automatically selects all text when entering edit mode
|
||||
|
||||
**Keyboard Shortcuts:**
|
||||
|
||||
- Escape: Exit edit mode
|
||||
- Enter: Restore just the task
|
||||
- Cmd/Ctrl + Enter: Restore the task and workspace
|
||||
- Shift + Enter: Insert new line / line break
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Message editing interface" />
|
||||
</Frame>
|
||||
@@ -0,0 +1,139 @@
|
||||
---
|
||||
title: "Cline Tools Reference Guide"
|
||||
---
|
||||
|
||||
## What Can Cline Do?
|
||||
|
||||
Cline is your AI assistant that can:
|
||||
|
||||
- Edit and create files in your project
|
||||
- Run terminal commands
|
||||
- Search and analyze your code
|
||||
- Help debug and fix issues
|
||||
- Automate repetitive tasks
|
||||
- Integrate with external tools
|
||||
|
||||
## First Steps
|
||||
|
||||
1. **Start a Task**
|
||||
|
||||
- Type your request in the chat
|
||||
- Example: "Create a new React component called Header"
|
||||
|
||||
2. **Provide Context**
|
||||
|
||||
- Use @ mentions to add files, folders, or URLs
|
||||
- Example: "@file:src/components/App.tsx"
|
||||
|
||||
3. **Review Changes**
|
||||
- Cline will show diffs before making changes
|
||||
- You can edit or reject changes
|
||||
|
||||
## Key Features
|
||||
|
||||
1. **File Editing**
|
||||
|
||||
- Create new files
|
||||
- Modify existing code
|
||||
- Search and replace across files
|
||||
|
||||
2. **Terminal Commands**
|
||||
|
||||
- Run npm commands
|
||||
- Start development servers
|
||||
- Install dependencies
|
||||
|
||||
3. **Code Analysis**
|
||||
|
||||
- Find and fix errors
|
||||
- Refactor code
|
||||
- Add documentation
|
||||
|
||||
4. **Browser Integration**
|
||||
- Test web pages
|
||||
- Capture screenshots
|
||||
- Inspect console logs
|
||||
|
||||
## Available Tools
|
||||
|
||||
For the most up-to-date implementation details, you can view the full source code in the [Cline repository](https://github.com/cline/cline/blob/main/src/core/Cline.ts).
|
||||
|
||||
Cline has access to the following tools for various tasks:
|
||||
|
||||
1. **File Operations**
|
||||
|
||||
- `write_to_file`: Create or overwrite files
|
||||
- `read_file`: Read file contents
|
||||
- `replace_in_file`: Make targeted edits to files
|
||||
- `search_files`: Search files using regex
|
||||
- `list_files`: List directory contents
|
||||
|
||||
2. **Terminal Operations**
|
||||
|
||||
- `execute_command`: Run CLI commands
|
||||
- `list_code_definition_names`: List code definitions
|
||||
|
||||
3. **MCP Tools**
|
||||
|
||||
- `use_mcp_tool`: Use tools from MCP servers
|
||||
- `access_mcp_resource`: Access MCP server resources
|
||||
- Users can create custom MCP tools that Cline can then access
|
||||
- Example: Create a weather API tool that Cline can use to fetch forecasts
|
||||
|
||||
4. **Interaction Tools**
|
||||
- `ask_followup_question`: Ask user for clarification
|
||||
- `attempt_completion`: Present final results
|
||||
|
||||
Each tool has specific parameters and usage patterns. Here are some examples:
|
||||
|
||||
- Create a new file (write_to_file):
|
||||
|
||||
```xml
|
||||
<write_to_file>
|
||||
<path>src/components/Header.tsx</path>
|
||||
<content>
|
||||
// Header component code
|
||||
</content>
|
||||
</write_to_file>
|
||||
```
|
||||
|
||||
- Search for a pattern (search_files):
|
||||
|
||||
```xml
|
||||
<search_files>
|
||||
<path>src</path>
|
||||
<regex>function\s+\w+\(</regex>
|
||||
<file_pattern>*.ts</file_pattern>
|
||||
</search_files>
|
||||
```
|
||||
|
||||
- Run a command (execute_command):
|
||||
```xml
|
||||
<execute_command>
|
||||
<command>npm install axios</command>
|
||||
<requires_approval>false</requires_approval>
|
||||
</execute_command>
|
||||
```
|
||||
|
||||
## Common Tasks
|
||||
|
||||
1. **Create a New Component**
|
||||
|
||||
- "Create a new React component called Footer"
|
||||
|
||||
2. **Fix a Bug**
|
||||
|
||||
- "Fix the error in src/utils/format.ts"
|
||||
|
||||
3. **Refactor Code**
|
||||
|
||||
- "Refactor the Button component to use TypeScript"
|
||||
|
||||
4. **Run Commands**
|
||||
- "Run npm install to add axios"
|
||||
|
||||
## Getting Help
|
||||
|
||||
- [Join the Discord community](https://discord.gg/cline)
|
||||
- Check the documentation
|
||||
- Provide feedback to improve Cline
|
||||
@@ -0,0 +1,381 @@
|
||||
---
|
||||
title: "New Task Tool"
|
||||
---
|
||||
|
||||
### The `new_task` Tool & Context Management Strategies
|
||||
|
||||
#### Overview
|
||||
|
||||
Cline includes a powerful internal tool, `new_task`, designed to help manage workflow continuity and context preservation, especially during complex or long-running tasks. This tool, combined with Cline's awareness of its own context window usage and the flexibility of `.clinerules`, enables sophisticated strategies for breaking down work and ensuring seamless transitions between task sessions.
|
||||
|
||||
Understanding the core capabilities and how they interact with custom rules is key to leveraging this feature effectively.
|
||||
|
||||
#### Core Capabilities
|
||||
|
||||
Two fundamental capabilities enable advanced context management:
|
||||
|
||||
1. **The `new_task` Tool:**
|
||||
- **Function:** Allows Cline, upon user approval, to end the current task session and immediately start a new one.
|
||||
- **Context Preloading:** Crucially, Cline can **preload** this new task session with specific context provided within the tool's `<context>` block. This context can be anything Cline or a `.clinerules` file defines – summaries, code snippets, next steps, project state, etc.
|
||||
2. **Context Window Awareness:**
|
||||
- **Tracking:** Cline internally tracks the percentage of its available context window currently being used during a task.
|
||||
- **Visibility:** This information is visible in the `environment_details` provided to Cline in its prompt.
|
||||
|
||||
#### Using the `/newtask` Slash Command
|
||||
|
||||
As a quick alternative to Cline suggesting the `newtask` tool or defining complex rules, you can directly initiate the process using a Slash Command.
|
||||
|
||||
- **How:** Simply type `/newtask` in the chat input field.
|
||||
- **Action:** Cline will propose creating a new task, typically suggesting context based on the current session (similar to its default behavior when using the tool). You will still get the `ask_followup_question` prompt to confirm and potentially modify the context before the new task is created.
|
||||
- **Benefit:** Provides a fast, user-initiated way to leverage the `new_task` functionality for branching explorations or managing long sessions without waiting for Cline to suggest it.
|
||||
|
||||
#### Default Behavior (Without `.clinerules`)
|
||||
|
||||
By default, without specific `.clinerules` dictating its behavior:
|
||||
|
||||
- **Tool Availability:** The `new_task` tool exists, and Cline _can_ choose to use it.
|
||||
- **Context Awareness:** Cline _is_ aware of its context usage percentage.
|
||||
- **No Automatic Trigger:** Cline **will not** automatically initiate a task handoff _solely_ based on context usage reaching a specific percentage (like 50%). The decision to suggest using `new_task` comes from the AI model's reasoning based on the overall task progress and prompt instructions.
|
||||
- **Basic Context Preloading:** If `new_task` is used without specific rules defining the `<context>` block structure, Cline will attempt to preload relevant information based on its current understanding (e.g., a basic summary of progress and next steps), but this may be less comprehensive than a rule-driven approach.
|
||||
|
||||
#### The Power of `.clinerules`: Enabling Custom Workflows
|
||||
|
||||
While the core capabilities exist by default, the true power, automation, and customization emerge when you combine `new_task` and context awareness with custom workflows defined in `.clinerules`. This allows you to precisely control _when_ and _how_ Cline manages context and task continuity.
|
||||
|
||||
Key benefits of using `.clinerules` with `new_task`:
|
||||
|
||||
- **Automated Context Management:** Define rules to automatically trigger handoffs at specific context percentages (e.g., >50%, >70%) or token counts, ensuring optimal performance and preventing context loss.
|
||||
- **Model-Specific Optimization:** Tailor handoff triggers based on known thresholds for different LLMs (e.g., trigger earlier for models known to degrade past a certain token count).
|
||||
- **Intelligent Breakpoints:** Instruct Cline via rules to find logical stopping points (e.g., after completing a function or test) _after_ a context threshold is passed, ensuring cleaner handoffs.
|
||||
- **Structured Task Decomposition:** Use Plan Mode to define subtasks, then use `.clinerules` to have Cline automatically create a new task via `new_task` upon completing each subtask, preloading the context for the _next_ subtask.
|
||||
- **Custom Context Packaging:** Mandate the exact structure and content of the `<context>` block in `.clinerules` for highly detailed and consistent handoffs (see example below).
|
||||
- **Improved Memory Persistence:** Use `new_task` context blocks as a primary, integrated way to persist information across sessions, potentially replacing or supplementing file-based memory systems.
|
||||
- **Workflow Automation:** Define rules for specific scenarios, like always preloading certain setup instructions or project boilerplate when starting tasks of a particular type.
|
||||
|
||||
#### Example Rule-Driven Workflow: Task Handoff Process
|
||||
|
||||
A common workflow, **driven by specific `.clinerules` like the example below**, involves these steps:
|
||||
|
||||
1. **Trigger Identification (Rule-Based):** Cline monitors for handoff points defined in the rules (e.g., context usage > 50%, task completion).
|
||||
2. **User Confirmation:** Cline uses `ask_followup_question` to propose creating a new task, often showing the intended context defined by the rules.
|
||||
|
||||
```xml
|
||||
<ask_followup_question>
|
||||
<question>I've completed [specific accomplishment] and context usage is high (XX%). Would you like me to create a new task to continue with [remaining work], preloading the following context?</question>
|
||||
<options>["Yes, create new task", "Modify context first", "No, continue this session"]</options>
|
||||
</ask_followup_question>
|
||||
```
|
||||
|
||||
3. **User Control:** You can approve, deny, or ask Cline to modify the context before the new task is created.
|
||||
4. **Context Packaging (`new_task` Tool):** If approved, Cline uses `new_task`, packaging the context according to the structure mandated by the `.clinerules`.
|
||||
5. **New Task Creation:** The current task ends, and a new session begins immediately, preloaded with the specified context.
|
||||
|
||||
#### The Handoff Context Block (Rule-Defined Structure)
|
||||
|
||||
The effectiveness of rule-driven handoffs depends heavily on how `.clinerules` define the `<context>` block. A comprehensive structure often includes:
|
||||
|
||||
- **`## Completed Work`**: Detailed list of accomplishments, files modified/created, key decisions.
|
||||
- **`## Current State`**: Project status, running processes, key file states.
|
||||
- **`## Next Steps`**: Clear, prioritized list of remaining tasks, implementation details, known challenges.
|
||||
- **`## Reference Information`**: Links, code snippets, patterns, user preferences.
|
||||
- **Actionable Start:** A clear instruction for the immediate next action.
|
||||
|
||||
#### Potential Use Cases & Workflows
|
||||
|
||||
The flexibility of `new_task` combined with `.clinerules` opens up many possibilities:
|
||||
|
||||
- **Proactive Context Window Management:** Automatically trigger handoffs at specific percentages (e.g., 50%, 70%) or token counts to maintain optimal performance.
|
||||
- **Intelligent Breakpoints:** Instruct Cline to find logical stopping points (e.g., after completing a function or test) _after_ a context threshold is passed, ensuring cleaner handoffs.
|
||||
- **Structured Task Decomposition:** Use Plan Mode to define subtasks, then use `.clinerules` to have Cline automatically create a new task via `new_task` upon completing each subtask.
|
||||
- **Automated Session Summaries:** Configure the `<context>` block to always include a summary of the previous session's key discussion points.
|
||||
- **Preloading Boilerplate/Setup:** Start new tasks related to specific projects preloaded with standard setup instructions or file templates.
|
||||
- **"Memory Bank" Alternative:** Use `new_task` context blocks as the primary way to persist information across sessions, potentially replacing file-based memory systems.
|
||||
|
||||
Experimenting with `.clinerules` is encouraged to discover workflows that best suit your needs!
|
||||
|
||||
#### Example `.clinerules`: Task Handoff Strategy Guide
|
||||
|
||||
Below is an example `.clinerules` file focused specifically on using `new_task` for context window management. **Remember, this is just one specific strategy; the core `new_task` tool can be used differently with other custom rules.**
|
||||
|
||||
````markdown
|
||||
# You MUST use the `new_task` tool: Task Handoff Strategy Guide
|
||||
|
||||
**⚠️ CRITICAL INSTRUCTIONS - YOU MUST FOLLOW THESE GUIDELINES ⚠️**
|
||||
|
||||
This guide provides **MANDATORY** instructions for effectively breaking down complex tasks and implementing a smooth handoff process between tasks. You **MUST** follow these guidelines to ensure continuity, context preservation, and efficient task completion.
|
||||
|
||||
## ⚠️ CONTEXT WINDOW MONITORING - MANDATORY ACTION REQUIRED ⚠️
|
||||
|
||||
You **MUST** monitor the context window usage displayed in the environment details. When usage exceeds 50% of the available context window, you **MUST** initiate a task handoff using the `new_task` tool.
|
||||
|
||||
Example of context window usage over 50% with a 200K context window:
|
||||
|
||||
\`\`\`text
|
||||
|
||||
# Context Window Usage
|
||||
|
||||
105,000 / 200,000 tokens (53%)
|
||||
Model: anthropic/claude-3.7-sonnet (200K context window)
|
||||
\`\`\`
|
||||
|
||||
**IMPORTANT**: When you see context window usage at or above 50%, you MUST:
|
||||
|
||||
1. Complete your current logical step
|
||||
2. Use the `ask_followup_question` tool to offer creating a new task
|
||||
3. If approved, use the `new_task` tool with comprehensive handoff instructions
|
||||
|
||||
## Task Breakdown in Plan Mode - REQUIRED PROCESS
|
||||
|
||||
Plan Mode is specifically designed for analyzing complex tasks and breaking them into manageable subtasks. When in Plan Mode, you **MUST**:
|
||||
|
||||
### 1. Initial Task Analysis - REQUIRED
|
||||
|
||||
- **MUST** begin by thoroughly understanding the full scope of the user's request
|
||||
- **MUST** identify all major components and dependencies of the task
|
||||
- **MUST** consider potential challenges, edge cases, and prerequisites
|
||||
|
||||
### 2. Strategic Task Decomposition - REQUIRED
|
||||
|
||||
- **MUST** break the overall task into logical, discrete subtasks
|
||||
- **MUST** prioritize subtasks based on dependencies (what must be completed first)
|
||||
- **MUST** aim for subtasks that can be completed within a single session (15-30 minutes of work)
|
||||
- **MUST** consider natural breaking points where context switching makes sense
|
||||
|
||||
### 3. Creating a Task Roadmap - REQUIRED
|
||||
|
||||
- **MUST** present a clear, numbered list of subtasks to the user
|
||||
- **MUST** explain dependencies between subtasks
|
||||
- **MUST** provide time estimates for each subtask when possible
|
||||
- **MUST** use Mermaid diagrams to visualize task flow and dependencies when helpful
|
||||
|
||||
\`\`\`mermaid
|
||||
graph TD
|
||||
A[Main Task] --> B[Subtask 1: Setup]
|
||||
A --> C[Subtask 2: Core Implementation]
|
||||
A --> D[Subtask 3: Testing]
|
||||
A --> E[Subtask 4: Documentation]
|
||||
B --> C
|
||||
C --> D
|
||||
\`\`\`
|
||||
|
||||
### 4. Getting User Approval - REQUIRED
|
||||
|
||||
- **MUST** ask for user feedback on the proposed task breakdown
|
||||
- **MUST** adjust the plan based on user priorities or additional requirements
|
||||
- **MUST** confirm which subtask to begin with
|
||||
- **MUST** request the user to toggle to Act Mode when ready to implement
|
||||
|
||||
## Task Implementation and Handoff Process - MANDATORY PROCEDURES
|
||||
|
||||
When implementing tasks in Act Mode, you **MUST** follow these guidelines for effective task handoff:
|
||||
|
||||
### 1. Focused Implementation - REQUIRED
|
||||
|
||||
- **MUST** focus on completing the current subtask fully
|
||||
- **MUST** document progress clearly through comments and commit messages
|
||||
- **MUST** create checkpoints at logical completion points
|
||||
|
||||
### 2. Recognizing Completion Points - CRITICAL
|
||||
|
||||
You **MUST** identify natural handoff points when:
|
||||
|
||||
- The current subtask is fully completed
|
||||
- You've reached a logical stopping point in a larger subtask
|
||||
- The implementation is taking longer than expected and can be continued later
|
||||
- The task scope has expanded beyond the original plan
|
||||
- **CRITICAL**: The context window usage exceeds 50% (e.g., 100,000+ tokens for a 200K context window)
|
||||
|
||||
### 3. Initiating the Handoff Process - MANDATORY ACTION
|
||||
|
||||
When you've reached a completion point, you **MUST**:
|
||||
|
||||
1. Summarize what has been accomplished so far
|
||||
2. Clearly state what remains to be done
|
||||
3. **MANDATORY**: Use the `ask_followup_question` tool to offer creating a new task:
|
||||
|
||||
\`\`\`xml
|
||||
<ask_followup_question>
|
||||
<question>I've completed [specific accomplishment]. Would you like me to create a new task to continue with [remaining work]?</question>
|
||||
<options>["Yes, create a new task", "No, continue in this session", "Let me think about it"]</options>
|
||||
</ask_followup_question>
|
||||
\`\`\`
|
||||
|
||||
### 4. Creating a New Task with Context - REQUIRED ACTION
|
||||
|
||||
If the user agrees to create a new task, you **MUST** use the `new_task` tool with comprehensive handoff instructions:
|
||||
|
||||
\`\`\`xml
|
||||
<new_task>
|
||||
<context>
|
||||
|
||||
# Task Continuation: [Brief Task Title]
|
||||
|
||||
## Completed Work
|
||||
|
||||
- [Detailed list of completed items]
|
||||
- [Include specific files modified/created]
|
||||
- [Note any important decisions made]
|
||||
|
||||
## Current State
|
||||
|
||||
- [Description of the current state of the project]
|
||||
- [Any running processes or environment setup]
|
||||
- [Key files and their current state]
|
||||
|
||||
## Next Steps
|
||||
|
||||
- [Detailed list of remaining tasks]
|
||||
- [Specific implementation details to address]
|
||||
- [Any known challenges to be aware of]
|
||||
|
||||
## Reference Information
|
||||
|
||||
- [Links to relevant documentation]
|
||||
- [Important code snippets or patterns to follow]
|
||||
- [Any user preferences noted during the current session]
|
||||
|
||||
Please continue the implementation by [specific next action].
|
||||
</context>
|
||||
</new_task>
|
||||
\`\`\`
|
||||
|
||||
### 5. Detailed Context Transfer - MANDATORY COMPONENTS
|
||||
|
||||
When creating a new task, you **MUST** always include:
|
||||
|
||||
#### Project Context - REQUIRED
|
||||
|
||||
- **MUST** include the overall goal and purpose of the project
|
||||
- **MUST** include key architectural decisions and patterns
|
||||
- **MUST** include technology stack and dependencies
|
||||
|
||||
#### Implementation Details - REQUIRED
|
||||
|
||||
- **MUST** list files created or modified in the current session
|
||||
- **MUST** describe specific functions, classes, or components implemented
|
||||
- **MUST** explain design patterns being followed
|
||||
- **MUST** outline testing approach
|
||||
|
||||
#### Progress Tracking - REQUIRED
|
||||
|
||||
- **MUST** provide checklist of completed items
|
||||
- **MUST** provide checklist of remaining items
|
||||
- **MUST** note any blockers or challenges encountered
|
||||
|
||||
#### User Preferences - REQUIRED
|
||||
|
||||
- **MUST** note coding style preferences mentioned by the user
|
||||
- **MUST** document specific approaches requested by the user
|
||||
- **MUST** highlight priority areas identified by the user
|
||||
|
||||
## Best Practices for Effective Handoffs - MANDATORY GUIDELINES
|
||||
|
||||
### 1. Maintain Continuity - REQUIRED
|
||||
|
||||
- **MUST** use consistent terminology between tasks
|
||||
- **MUST** reference previous decisions and their rationale
|
||||
- **MUST** maintain the same architectural approach unless explicitly changing direction
|
||||
|
||||
### 2. Preserve Context - REQUIRED
|
||||
|
||||
- **MUST** include relevant code snippets in the handoff
|
||||
- **MUST** summarize key discussions from the previous session
|
||||
- **MUST** reference specific files and line numbers when applicable
|
||||
|
||||
### 3. Set Clear Next Actions - REQUIRED
|
||||
|
||||
- **MUST** begin the handoff with a clear, actionable next step
|
||||
- **MUST** prioritize remaining tasks
|
||||
- **MUST** highlight any decisions that need to be made
|
||||
|
||||
### 4. Document Assumptions - REQUIRED
|
||||
|
||||
- **MUST** clearly state any assumptions made during implementation
|
||||
- **MUST** note areas where user input might be needed
|
||||
- **MUST** identify potential alternative approaches
|
||||
|
||||
### 5. Optimize for Resumability - REQUIRED
|
||||
|
||||
- **MUST** structure the handoff so the next session can begin working immediately
|
||||
- **MUST** include setup instructions if environment configuration is needed
|
||||
- **MUST** provide a quick summary at the top for rapid context restoration
|
||||
|
||||
## Example Task Handoff
|
||||
|
||||
### Example #1 of an effective task handoff:
|
||||
|
||||
\`\`\`xml
|
||||
<new_task>
|
||||
<context>
|
||||
|
||||
# Task Continuation: Implement User Authentication System
|
||||
|
||||
## Completed Work
|
||||
|
||||
- Created basic Express.js server structure
|
||||
- Implemented MongoDB connection and user schema
|
||||
- Completed user registration endpoint with password hashing
|
||||
- Added input validation using Joi
|
||||
- Created initial test suite for registration endpoint
|
||||
|
||||
## Current State
|
||||
|
||||
- Server runs successfully on port 3000
|
||||
- MongoDB connection is established
|
||||
- Registration endpoint (/api/users/register) is fully functional
|
||||
- Test suite passes for all registration scenarios
|
||||
|
||||
## Next Steps
|
||||
|
||||
1. Implement login endpoint (/api/users/login)
|
||||
- Use bcrypt to compare passwords
|
||||
- Generate JWT token upon successful login
|
||||
- Add proper error handling for invalid credentials
|
||||
2. Create authentication middleware
|
||||
- Verify JWT tokens
|
||||
- Extract user information
|
||||
- Handle expired tokens
|
||||
3. Add protected routes that require authentication
|
||||
4. Implement password reset functionality
|
||||
|
||||
## Reference Information
|
||||
|
||||
- JWT secret should be stored in .env file
|
||||
- Follow the existing error handling pattern in routes/users.js
|
||||
- User schema is defined in models/User.js
|
||||
- Test patterns are established in tests/auth.test.js
|
||||
|
||||
Please continue by implementing the login endpoint following the same patterns established in the registration endpoint.
|
||||
</context>
|
||||
</new_task>
|
||||
\`\`\`
|
||||
|
||||
### Example #2 of an ineffective task handoff:
|
||||
|
||||
_(Note: The example provided in the original rules showing "YOLO MODE Implementation" seems less like a direct handoff context block and more like a general status update with future considerations. A true ineffective handoff might lack detail in 'Current State' or 'Next Steps')._
|
||||
|
||||
## When to Use Task Handoffs - MANDATORY TRIGGERS
|
||||
|
||||
You **MUST** initiate task handoffs in these scenarios:
|
||||
|
||||
1. **CRITICAL**: When context window usage exceeds 50% (e.g., 100,000+ tokens for a 200K context window)
|
||||
2. **Long-running projects** that exceed a single session
|
||||
3. **Complex implementations** with multiple distinct phases
|
||||
4. **When context window limitations** are approaching
|
||||
5. **When switching focus areas** within a larger project
|
||||
6. **When different expertise** might be beneficial for different parts of the task
|
||||
|
||||
**⚠️ FINAL REMINDER - CRITICAL INSTRUCTION ⚠️**
|
||||
|
||||
You **MUST** monitor the context window usage in the environment details section. When it exceeds 50% (e.g., "105,000 / 200,000 tokens (53%)"), you **MUST** proactively initiate the task handoff process using the `ask_followup_question` tool followed by the `new_task` tool. You MUST use the `new_task` tool.
|
||||
|
||||
By strictly following these guidelines, you'll ensure smooth transitions between tasks, maintain project momentum, and provide the best possible experience for users working on complex, multi-session projects.
|
||||
|
||||
```markdown
|
||||
## User Interaction & Workflow Considerations
|
||||
|
||||
- **Linear Flow:** Currently, using `new_task` creates a linear sequence. The old task ends, and the new one begins. The old task history remains accessible for backtracking.
|
||||
- **User Approval:** You always have control, approving the handoff and having the chance to modify the context Cline proposes to carry forward.
|
||||
- **Flexibility:** The core `new_task` tool is a flexible building block. Experiment with `.clinerules` to create workflows that best suit your needs, whether for strict context management, task decomposition, or other creative uses.
|
||||
```
|
||||
````
|
||||
+136
@@ -0,0 +1,136 @@
|
||||
---
|
||||
title: "Plan & Act Modes: A Guide to Effective AI Development"
|
||||
---
|
||||
|
||||
## Overview
|
||||
|
||||
Plan & Act modes represent Cline's approach to structured AI development, emphasizing thoughtful planning before implementation. This dual-mode system helps developers create more maintainable, accurate code while reducing iteration time.
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Use Plan to gather context before using Act to implement the plan" />
|
||||
</Frame>
|
||||
|
||||
### Understanding the Modes
|
||||
|
||||
#### Plan Mode
|
||||
|
||||
- Optimized for context gathering and strategy
|
||||
- Cannot make changes to your codebase
|
||||
- Focused on understanding requirements and creating implementation plans
|
||||
- Enables full file reading for comprehensive project understanding
|
||||
|
||||
#### Act Mode
|
||||
|
||||
- Streamlined for implementation based on established plans
|
||||
- Has access to all of Cline's building capabilities
|
||||
- Maintains context from the planning phase
|
||||
- Can execute changes to your codebase
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Act mode capabilities" />
|
||||
</Frame>
|
||||
|
||||
### Workflow Guide
|
||||
|
||||
#### 1. Start with Plan Mode
|
||||
|
||||
Begin every significant development task in Plan mode:
|
||||
|
||||
In this mode:
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Plan mode workflow" />
|
||||
</Frame>
|
||||
|
||||
- Share your requirements
|
||||
- Let Cline analyze relevant files
|
||||
- Engage in dialogue to clarify objectives
|
||||
- Develop implementation strategy
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Planning phase" />
|
||||
</Frame>
|
||||
|
||||
#### 2. Switch to Act Mode
|
||||
|
||||
Once you have a clear plan, switch to Act mode:
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Switching to Act mode" />
|
||||
</Frame>
|
||||
|
||||
Act mode allows Cline to:
|
||||
|
||||
- Execute against the agreed plan
|
||||
- Make changes to your codebase
|
||||
- Maintain context from planning phase
|
||||
|
||||
#### 3. Iterate as Needed
|
||||
|
||||
Complex projects often require multiple plan-act cycles:
|
||||
|
||||
- Return to Plan mode when encountering unexpected complexity
|
||||
- Use Act mode for implementing solutions
|
||||
- Maintain development momentum while ensuring quality
|
||||
|
||||
### Best Practices
|
||||
|
||||
#### Planning Phase
|
||||
|
||||
1. Be comprehensive with requirements
|
||||
2. Share relevant context upfront
|
||||
3. Point Cline to relevant files if he hasn't read them
|
||||
4. Validate approach before implementation
|
||||
|
||||
#### Implementation Phase
|
||||
|
||||
1. Follow the established plan
|
||||
2. Monitor progress against objectives
|
||||
3. Track changes and their impact
|
||||
4. Document significant decisions
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Implementation best practices" />
|
||||
</Frame>
|
||||
|
||||
### Power User Tips
|
||||
|
||||
#### Enhancing Planning
|
||||
|
||||
- Use Plan mode to explore edge cases before implementation
|
||||
- Switch back to Plan when encountering unexpected complexity
|
||||
- Leverage file reading to validate assumptions early
|
||||
- Have Cline write markdown files of the plan for future reference
|
||||
|
||||
### Common Patterns
|
||||
|
||||
#### When to Use Plan Mode
|
||||
|
||||
- Starting new features
|
||||
- Debugging complex issues
|
||||
- Architectural decisions
|
||||
- Requirements analysis
|
||||
|
||||
#### When to Use Act Mode
|
||||
|
||||
- Implementing agreed solutions
|
||||
- Making routine changes
|
||||
- Following established patterns
|
||||
- Executing test cases
|
||||
|
||||
<Frame>
|
||||
<img src="/assets/robot_panel_dark.png" alt="Mode usage patterns" />
|
||||
</Frame>
|
||||
|
||||
### Contributing
|
||||
|
||||
Share your experiences and improvements:
|
||||
|
||||
- Join our [Discord community](https://discord.gg/cline)
|
||||
- Participate in discussions
|
||||
- Submit feature requests
|
||||
- Report issues
|
||||
|
||||
---
|
||||
|
||||
Remember: The time invested in planning pays dividends in implementation quality and maintenance efficiency
|
||||
@@ -0,0 +1,114 @@
|
||||
---
|
||||
title: "Remote Browser Support"
|
||||
description: "Remote browser support allows Cline to utilize a remote Chrome instance, leveraging authentication tokens and session cookies relevant to certain web development test cases."
|
||||
icon: globe-pointer
|
||||
---
|
||||
|
||||
The Remote Browser feature in Cline allows the AI assistant to interact with web content directly through a controlled browser instance. This enables several powerful capabilities:
|
||||
|
||||
- Viewing and interacting with websites
|
||||
- Testing locally running web applications
|
||||
- Monitoring console logs and errors
|
||||
- Performing browser actions like clicking, typing, and scrolling
|
||||
|
||||
## Remote Browser in Cline
|
||||
|
||||
### What is Remote Browser?
|
||||
|
||||
Remote Browser allows Cline to view and interact with websites directly. This feature enables Cline to:
|
||||
|
||||
- Visit websites and view their content
|
||||
- Test your locally running web applications
|
||||
- Fill out forms and click on elements
|
||||
- Capture screenshots of what it sees
|
||||
- Scroll through pages to see more content
|
||||
|
||||
### How to Use Remote Browser
|
||||
|
||||
#### Basic Commands
|
||||
|
||||
You can ask Cline to use the browser with simple instructions:
|
||||
|
||||
- **Open a website**: "Use the browser to check the website at [https://example.com](https://example.com/)"
|
||||
- **Click on elements**: "Click the login button"
|
||||
- **Type text**: "Type 'Hello world' in the search box"
|
||||
- **Scroll the page**: "Scroll down to see more content"
|
||||
- **Close the browser**: "Close the browser now"
|
||||
|
||||
#### Example Workflows
|
||||
|
||||
**Testing a Web Application:**
|
||||
|
||||
```javascript
|
||||
Can you start my React app with "npm start" and then check if it's working properly at http://localhost:3000?
|
||||
```
|
||||
|
||||
**Analyzing a Website:**
|
||||
|
||||
```javascript
|
||||
Can you visit https://example.com and tell me what you think about its design and layout?
|
||||
```
|
||||
|
||||
**Filling Out a Form:**
|
||||
|
||||
```javascript
|
||||
Please go to https://example.com/contact, fill out the contact form with some test data, and submit it.
|
||||
```
|
||||
|
||||
### Important Things to Know
|
||||
|
||||
#### One Browser at a Time
|
||||
|
||||
Cline can only use one browser at a time. If you want to visit a different website, you can either:
|
||||
|
||||
- Ask Cline to navigate to a new URL within the same browser session
|
||||
- Ask Cline to close the current browser and open a new one
|
||||
|
||||
#### Browser Must Be Closed Before Using Other Tools
|
||||
|
||||
If you want Cline to edit files or run commands after using the browser, you must first ask it to close the browser:
|
||||
|
||||
```javascript
|
||||
Close the browser and then update the CSS file to fix the alignment issue we saw.
|
||||
```
|
||||
|
||||
#### What Cline Sees
|
||||
|
||||
The browser has a fixed viewport size (900x600 pixels by default), similar to a small laptop screen. Cline will share screenshots after each action so you can see exactly what it sees.
|
||||
|
||||
#### Console Logs
|
||||
|
||||
Cline captures browser console logs, which can be helpful for debugging web applications. These logs are included with each screenshot.
|
||||
|
||||
### Common Use Cases
|
||||
|
||||
- **Web Development**: Test your websites and web applications
|
||||
- **UI/UX Review**: Get feedback on website design and usability
|
||||
- **Content Research**: Have Cline browse websites to gather information
|
||||
- **Form Testing**: Verify that forms work correctly
|
||||
- **Responsive Design Testing**: Check how websites look at different screen sizes
|
||||
|
||||
### Troubleshooting
|
||||
|
||||
- **If a website doesn't load**: Try providing a direct URL with the http:// or https:// prefix
|
||||
- **If clicking doesn't work**: Try describing the location of the element more precisely
|
||||
- **If the browser seems stuck**: Ask Cline to close the browser and try again
|
||||
|
||||
### Using Remote Browser with VS Code in WSL
|
||||
|
||||
When running VS Code in WSL, you'll need to configure Windows to allow WSL to connect to Chrome. Follow these steps:
|
||||
|
||||
#### Open PowerShell as Administrator and Run:
|
||||
|
||||
```powershell
|
||||
# Allow WSL to connect to Chrome's debugging port
|
||||
New-NetFirewallRule -DisplayName "WSL Chrome Debug" -Direction Inbound -LocalPort 9222 -Protocol TCP -Action Allow
|
||||
```
|
||||
|
||||
#### Configure Cline in VS Code:
|
||||
|
||||
1. Open VS Code settings
|
||||
2. Search for "Cline: Chrome Executable Path"
|
||||
3. Set the value to the path of your Chrome executable (e.g., `C:\Program Files\Google\Chrome\Application\chrome.exe`)
|
||||
|
||||
Cline should now be able to use the Remote Browser feature from within WSL.
|
||||
@@ -0,0 +1,57 @@
|
||||
---
|
||||
title: "Slash Commands"
|
||||
---
|
||||
|
||||
#### Overview
|
||||
|
||||
Cline provides slash commands as a quick way to invoke specific tools or actions directly from the chat input, offering shortcuts for common operations. This page details the available slash commands and their usage.
|
||||
|
||||
#### /newtask
|
||||
|
||||
The `/newtask` slash command provides a fast, user-initiated way to leverage the `new_task` tool's functionality for branching explorations or managing long sessions without waiting for Cline to suggest it.
|
||||
|
||||
**Functionality:**
|
||||
|
||||
1. **Initiation:** Typing `/newtask` in the chat input signals Cline to prepare for starting a new task session.
|
||||
2. **Context Proposal:** Cline proposes creating a new task and typically suggests context to preload based on the current session (summarizing key aspects like current work, technical concepts, relevant files, problems solved, and next steps).
|
||||
3. **User Confirmation:** You will receive a confirmation prompt (via the `ask_followup_question` tool) displaying the proposed context. You can approve it directly or modify the context before the new task begins.
|
||||
4. **New Session:** Upon confirmation, Cline ends the current task session and immediately starts a new one, preloaded with the approved context.
|
||||
|
||||
**Benefit:** Allows you to cleanly branch your work or start a new phase while carrying over essential background information ("knowledge transfer") without manual copying or losing the thread of the previous session.
|
||||
|
||||
#### /smol (alias /compact)
|
||||
|
||||
The `/smol` slash command (with `/compact` as an alias) allows you to condense the chat history **within your current task**. This is useful when a conversation becomes very long, potentially impacting performance or making it harder for the model to maintain focus.
|
||||
|
||||
**Functionality:**
|
||||
|
||||
1. **Initiation:** Typing `/smol` or `/compact` tells Cline you want to condense the current chat history. You can optionally add instructions after the command to guide the summarization process (e.g., `/smol focus only on the database changes` or `/smol be concise, use bullet points`).
|
||||
2. **Summarization:** Cline analyzes the conversation history, considering any additional instructions provided, and generates a summary focusing on key elements: recent discussion points, important decisions, technical concepts, relevant files, problems solved, and planned next steps. Cline determines the appropriate length and detail for the summary. It retains the beginning and very recent parts of the chat while summarizing the middle sections.
|
||||
3. **User Confirmation:** Cline presents this generated summary to you via a confirmation prompt and asks if it accurately reflects the essential context.
|
||||
4. **Condensing:** If you approve the summary, Cline replaces the summarized middle portion of the chat history in its active context with the generated summary. This reduces the overall token count for subsequent interactions within the _same task_.
|
||||
5. **Feedback:** If you reject the summary or provide feedback, Cline will retain the original history and incorporate your feedback for future actions.
|
||||
|
||||
**Benefit:** Helps maintain focus and manage token usage during very long, continuous tasks (like deep debugging or extended feature development) without needing to start an entirely new task session. Allows user guidance on the summarization focus.
|
||||
|
||||
#### When to Use Which?
|
||||
|
||||
Choosing between `/newtask` and `/smol` depends on your goal:
|
||||
|
||||
- Use `/smol` (or `/compact`) when:
|
||||
- You want to continue the **same task**, but the chat history has become very long or costly.
|
||||
- You need to reduce token usage for upcoming interactions within the current workflow.
|
||||
- Example: Deep debugging session where you want to summarize previous steps before continuing.
|
||||
- Use `/newtask` when:
|
||||
- You have finished one phase of work and want to start a **fresh, related task**.
|
||||
- You want to branch your exploration while preserving key context from the previous session.
|
||||
- Example: Moving from developing Feature A to starting work on Feature B, carrying over relevant architectural decisions.
|
||||
|
||||
#### Why Manage Context?
|
||||
|
||||
While Cline supports large context windows, actively managing context using tools and commands like `/newtask` and `/smol` is often beneficial:
|
||||
|
||||
- **Performance:** Large language models can sometimes experience performance degradation or lose focus when context windows become extremely full (e.g., over 50-75% capacity, depending on the model). Condensing or resetting context can help maintain optimal performance.
|
||||
- **Relevance:** Summarizing or starting fresh ensures the most relevant information is prioritized in the context window.
|
||||
- **Cost:** Reducing the number of tokens sent to the model in each turn can help manage costs, especially with more expensive models.
|
||||
|
||||
Using `/newtask` and `/smol` provides you with direct control over the conversation context, allowing for more efficient and effective interaction with Cline.
|
||||
@@ -0,0 +1,68 @@
|
||||
---
|
||||
title: "For New Coders"
|
||||
description: "Welcome to Cline, your AI-powered coding companion! This guide will help you quickly set up your development environment and begin your coding journey with ease."
|
||||
---
|
||||
|
||||
> 💡 **Tip:** If you're completely new to coding, take your time with each step. There's no rush — Cline is here to guide you!
|
||||
|
||||
### 🚀 Getting Started
|
||||
|
||||
Before you jump into coding, make sure you have these essentials ready:
|
||||
|
||||
#### 1. **VS Code**
|
||||
|
||||
A popular, free, and powerful code editor.
|
||||
|
||||
- [Download VS Code](https://code.visualstudio.com/)
|
||||
|
||||
📺 **Recommended YouTube Tutorial:** [How to Install VS Code](https://www.youtube.com/watch?v=MlIzFUI1QGA)
|
||||
|
||||
> ✅ **Pro Tip:** Install VS Code in your Applications folder (macOS) or Program Files (Windows) for easy access from your dock or start menu.
|
||||
|
||||
#### 2. **Essential Development Tools**
|
||||
|
||||
Basic software required for coding efficiently:
|
||||
|
||||
- Homebrew (macOS)
|
||||
- Node.js
|
||||
- Git
|
||||
|
||||
👉 Follow our detailed guide on Installing Essential Development Tools with step-by-step help from Cline.
|
||||
|
||||
📺 **Recommended YouTube Tutorials:**
|
||||
|
||||
- **For macOS:**
|
||||
- [Install Homebrew on Mac](https://www.youtube.com/watch?v=hwGNgVbqasc)
|
||||
- [Install Git on MacOS 2024](https://www.youtube.com/watch?v=B4qsvQ5IqWk)
|
||||
- [Install Node.js on Mac (M1 | M2 | M3)](https://www.youtube.com/watch?v=I8H4wolRFBk)
|
||||
- **For Windows:**
|
||||
- [Install Git on Windows 10/11 (2024)](https://www.youtube.com/watch?v=yjxv1HuRQy0)
|
||||
- [Install Node.js in Windows 10/11](https://www.youtube.com/watch?v=uCgAuOYpJd0)
|
||||
|
||||
> ⚠️ **Note:** If you run into permission issues during installation, try running your terminal or command prompt as an administrator.
|
||||
|
||||
#### 3. **Organize Your Projects**
|
||||
|
||||
Create a dedicated folder named `Cline` in your Documents folder for all your coding projects:
|
||||
|
||||
- **macOS:** `/Users/[your-username]/Documents/Cline`
|
||||
- **Windows:** `C:\Users\[your-username]\Documents\Cline`
|
||||
|
||||
Inside your `Cline` folder, structure projects clearly:
|
||||
|
||||
- `Documents/Cline/workout-app` _(e.g., for a fitness tracking app)_
|
||||
- `Documents/Cline/portfolio-website` _(e.g., to showcase your work)_
|
||||
|
||||
> 💡 **Tip:** Keeping your projects organized from the start will save you time and confusion later!
|
||||
|
||||
#### 4. **Install the Cline VS Code Extension**
|
||||
|
||||
Enhance your coding workflow by installing the Cline extension directly within VS Code:
|
||||
|
||||
- Get Started with Cline Extension Tutorial
|
||||
|
||||
📺 **Recommended YouTube Tutorial:** [How To Install Extensions in VS Code](https://www.youtube.com/watch?v=E7trgwZa-mk)
|
||||
|
||||
> ✅ **Pro Tip:** After installing, reload VS Code to ensure the extension is activated properly.
|
||||
|
||||
🎉 You're all set! Dive in and start coding smarter and faster with **Cline**.
|
||||
@@ -0,0 +1,81 @@
|
||||
---
|
||||
title: "Installing Cline"
|
||||
description: "Cline is a VS Code extension that brings AI-powered coding assistance directly
|
||||
to your editor. Install using one of these methods:"
|
||||
---
|
||||
|
||||
### Installation Options
|
||||
|
||||
- **VS Code Marketplace (Recommended):** Fastest method for standard VS Code and Cursor users.
|
||||
- **Open VSX Registry:** For VS Code-compatible editors like VSCodium.
|
||||
|
||||
### 🛠️ VS Code Marketplace: Step-by-Step Setup
|
||||
|
||||
Follow these steps to get Cline up and running:
|
||||
|
||||
1. **Open VS Code:** Launch the VS Code application.
|
||||
|
||||
> ⚠️ **Note:** If VS Code shows "Running extensions might...", click "Allow".
|
||||
|
||||
2. **Open Your Cline Folder:** In VS Code, open the Cline folder you created in Documents.
|
||||
3. **Navigate to Extensions:** Click on the Extensions icon in the Activity Bar on the side of VS Code (`Ctrl + Shift + X` or `Cmd + Shift + X`).
|
||||
4. **Search for 'Cline':** In the Extensions search bar, type `Cline`.
|
||||
|
||||
<Frame caption="VS Code marketplace with Cline extension ready to install">
|
||||
<img src="/assets/robot_panel_dark.png" alt="VS Code marketplace showing Cline extension" />
|
||||
</Frame>
|
||||
|
||||
1. **Install the Extension:** Click the "Install" button next to the Cline extension.
|
||||
2. **Open Cline:**
|
||||
- Click the Cline icon in the Activity Bar.
|
||||
- Or, use the command palette (`Ctrl/Cmd + Shift + P`) and type "Cline: Open In New Tab" for a better view.
|
||||
3. **Troubleshooting:** If you don't see the Cline icon, try restarting VS Code.
|
||||
|
||||
> ✅ **Pro Tip:** You should see the Cline chat window appear in your VS Code editor!
|
||||
|
||||
### 🌐 Open VSX Registry
|
||||
|
||||
For VS Code-compatible editors without Marketplace access (like VSCodium and Windsurf):
|
||||
|
||||
1. Open your editor.
|
||||
2. Access the Extensions view.
|
||||
3. Search for "Cline".
|
||||
4. Select "Cline" by saoudrizwan and click **Install**.
|
||||
5. Reload if prompted.
|
||||
|
||||
### 👤 Creating Your Cline Account
|
||||
|
||||
Now that you have Cline installed, let's get you set up with your account:
|
||||
|
||||
1. **Sign In to Cline:**
|
||||
- Click the **Sign In** button in the Cline extension.
|
||||
- You'll be taken to [app.cline.bot](https://app.cline.bot) to create your account.
|
||||
2. **Start with Free Credits:**
|
||||
- No credit card needed!
|
||||
3. **Available AI Models:**
|
||||
- Anthropic Claude 3.5-Sonnet (recommended for coding)
|
||||
- DeepSeek Chat (cost-effective alternative)
|
||||
- Google Gemini 2.0 Flash
|
||||
- And more — all through your Cline account.
|
||||
4. -
|
||||
|
||||
### 💻 Your First Interaction with Cline
|
||||
|
||||
You're ready to start building! Copy and paste this prompt into the Cline chat window:
|
||||
|
||||
```
|
||||
Hey Cline! Could you help me create a new project folder called "hello-world" in my Cline directory and make a simple webpage that says "Hello World" in big blue text?
|
||||
```
|
||||
|
||||
> ✅ **Pro Tip:** Cline will help you create the project folder and set up your first webpage!
|
||||
|
||||
### 🧩 Tips for Working with Cline
|
||||
|
||||
- **Ask Questions:** If you're unsure about something, ask Cline!
|
||||
- **Use Screenshots:** Cline can understand images — show him what you're working on.
|
||||
- **Copy and Paste Errors:** Share error messages in the chat for solutions.
|
||||
- **Speak Plainly:** Use your own words — Cline will translate them into code.
|
||||
|
||||
### 🫂 Still Struggling?
|
||||
|
||||
Join our Discord community and engage with our team and other Cline users directly.
|
||||
@@ -0,0 +1,111 @@
|
||||
---
|
||||
title: "Installing Dev Essentials"
|
||||
description: >-
|
||||
When you start coding, you'll need some essential development tools installed
|
||||
on your computer. Cline can help you install everything you need in a safe,
|
||||
guided way.
|
||||
---
|
||||
|
||||
### 🧰 The Essential Tools
|
||||
|
||||
Here are the core tools you'll need for development:
|
||||
|
||||
- **Node.js & npm:** Required for JavaScript and web development
|
||||
- **Git:** For tracking changes in your code and collaborating with others
|
||||
- **Package Managers:** Tools that make it easy to install other development tools
|
||||
- Homebrew for macOS
|
||||
- Chocolatey for Windows
|
||||
- apt/yum for Linux
|
||||
|
||||
> 💡 **Tip:** These tools are the foundation of your developer toolkit. Installing them properly will set you up for success!
|
||||
|
||||
### 🚀 Let Cline Install Everything
|
||||
|
||||
Copy one of these prompts based on your operating system and paste it into **Cline**:
|
||||
|
||||
#### For macOS
|
||||
|
||||
```
|
||||
Hello Cline! I need help setting up my Mac for software development. Could you please help me install the essential development tools like Homebrew, Node.js, Git, and any other core utilities that are commonly needed for coding? I'd like you to guide me through the process step-by-step.
|
||||
```
|
||||
|
||||
#### For Windows
|
||||
|
||||
```
|
||||
Hello Cline! I need help setting up my Windows PC for software development. Could you please help me install the essential development tools like Node.js, Git, and any other core utilities that are commonly needed for coding? I'd like you to guide me through the process step-by-step.
|
||||
```
|
||||
|
||||
#### For Linux
|
||||
|
||||
```
|
||||
Hello Cline! I need help setting up my Linux system for software development. Could you please help me install the essential development tools like Node.js, Git, and any other core utilities that are commonly needed for coding? I'd like you to guide me through the process step-by-step.
|
||||
```
|
||||
|
||||
> ✅ **Pro Tip:** Cline will show you each command before running it. You stay in control the entire time!
|
||||
|
||||
### 🔍 What Will Happen
|
||||
|
||||
Cline will guide you through the following steps:
|
||||
|
||||
1. Installing the appropriate package manager for your system
|
||||
2. Using the package manager to install Node.js and Git
|
||||
3. Showing you the exact command before it runs (you approve each step!)
|
||||
4. Verifying each installation is successful
|
||||
|
||||
> ⚠️ **Note:** You might need to enter your computer's password for some installations. This is normal!
|
||||
|
||||
### 💡 Why These Tools Are Important
|
||||
|
||||
- **Node.js & npm:**
|
||||
- Build websites with frameworks like React or Next.js
|
||||
- Run JavaScript code
|
||||
- Install JavaScript packages
|
||||
- **Git:**
|
||||
- Save different versions of your code
|
||||
- Collaborate with other developers
|
||||
- Back up your work
|
||||
- **Package Managers:**
|
||||
- Quickly install and update development tools
|
||||
- Keep your environment organized and up to date
|
||||
|
||||
### 🧩 Notes
|
||||
|
||||
> 💡 **Tip:** The installation process is interactive — Cline will guide you step by step!
|
||||
|
||||
- All commands are shown to you for approval before they run.
|
||||
- If you run into any issues, Cline will help troubleshoot them.
|
||||
- You may need to enter your computer's password for certain steps.
|
||||
|
||||
### 🧑💻 Additional Tips for New Coders
|
||||
|
||||
#### Understanding the Terminal
|
||||
|
||||
The Terminal is an application where you can type commands to interact with your computer.
|
||||
|
||||
- **macOS:** Open it by searching for "Terminal" in Spotlight.
|
||||
- **Example:**
|
||||
|
||||
```
|
||||
$ open -a Terminal
|
||||
```
|
||||
|
||||
#### Understanding VS Code Features
|
||||
|
||||
- **Terminal in VS Code:** Run commands directly from within VS Code!
|
||||
- Go to **View > Terminal** or press \`Ctrl + \`\`.
|
||||
- Example:
|
||||
|
||||
```
|
||||
$ node -v
|
||||
v16.14.0
|
||||
```
|
||||
|
||||
- **Document View:** Where you edit your code files.
|
||||
- Open files from the Explorer panel on the left.
|
||||
- **Problems Section:** View errors or warnings in your code.
|
||||
- Access it by clicking the lightbulb icon or **View > Problems**.
|
||||
|
||||
#### Common Features
|
||||
|
||||
- **Command Line Interface (CLI):** A powerful tool for running commands.
|
||||
- **Permissions:** You might need to grant permissions to certain commands — this keeps your system secure.
|
||||
@@ -0,0 +1,123 @@
|
||||
---
|
||||
title: "Model Selection Guide"
|
||||
description: "Last updated: Feb 5, 2025."
|
||||
---
|
||||
|
||||
## Understanding Context Windows
|
||||
|
||||
Think of a context window as your AI assistant's working memory - similar to RAM in a computer. It determines how much information the model can "remember" and process at once during your conversation. This includes:
|
||||
|
||||
- Your code files and conversations
|
||||
- The assistant's responses
|
||||
- Any documentation or additional context provided
|
||||
|
||||
Context windows are measured in tokens (roughly 3/4 of a word in English). Different models have different context window sizes:
|
||||
|
||||
- Claude 3.5 Sonnet: 200K tokens
|
||||
- DeepSeek Models: 128K tokens
|
||||
- Gemini Flash 2.0: 1M tokens
|
||||
- Gemini 1.5 Pro: 2M tokens
|
||||
|
||||
When you reach the limit of your context window, older information needs to be removed to make room for new information - just like clearing RAM to run new programs. This is why sometimes AI assistants might seem to "forget" earlier parts of your conversation.
|
||||
|
||||
Cline helps you manage this limitation with its Context Window Progress Bar, which shows:
|
||||
|
||||
- Input tokens (what you've sent to the model)
|
||||
- Output tokens (what the model has generated)
|
||||
- A visual representation of how much of your context window you've used
|
||||
- The total capacity for your chosen model
|
||||
|
||||
<Frame caption="Visual representation of the context window usage in Cline">
|
||||
<img src="/assets/robot_panel_light.png" alt="Context window progress bar example" />
|
||||
</Frame>
|
||||
|
||||
This visibility helps you work more effectively with Cline by letting you know when you might need to start fresh or break tasks into smaller chunks.
|
||||
|
||||
### Model Comparison
|
||||
|
||||
## LLM Model Comparison for Cline (Feb 2025)
|
||||
|
||||
| Model | Input Cost\* | Output Cost\* | Context Window | Best For |
|
||||
| ----------------- | ------------ | ------------- | -------------- | ----------------------------------- |
|
||||
| Claude 3.5 Sonnet | $3.00 | $15.00 | 200K | Best code implementation & tool use |
|
||||
| DeepSeek R1 | $0.55 | $2.19 | 128K | Planning & reasoning champion |
|
||||
| DeepSeek V3 | $0.14 | $0.28 | 128K | Value code implementation |
|
||||
| o3-mini | $1.10 | $4.40 | 200K | Flexible use, strong planning |
|
||||
| Gemini Flash 2.0 | $0.00 | $0.00 | 1M | Strong all-rounder |
|
||||
| Gemini 1.5 Pro | $0.00 | $0.00 | 2M | Large context processing |
|
||||
|
||||
\*Costs per million tokens
|
||||
|
||||
### Top Picks for 2025
|
||||
|
||||
1. **Claude 3.5 Sonnet**
|
||||
- Best overall code implementation
|
||||
- Most reliable tool usage
|
||||
- Expensive but worth it for critical code
|
||||
2. **DeepSeek R1**
|
||||
- Exceptional planning & reasoning
|
||||
- Great value pricing
|
||||
3. **o3-mini**
|
||||
- Strong for planning with adjustable reasoning
|
||||
- Three reasoning modes for different needs
|
||||
- Requires OpenAI Tier 3 API access
|
||||
- 200K context window
|
||||
4. **DeepSeek V3**
|
||||
- Reliable code implementation
|
||||
- Great for daily coding
|
||||
- Cost-effective for implementation
|
||||
5. **Gemini Flash 2.0**
|
||||
- Massive 1M context window
|
||||
- Improved speed and performance
|
||||
- Good all-around capabilities
|
||||
|
||||
### Best Models by Mode (Plan or Act)
|
||||
|
||||
#### Planning
|
||||
|
||||
1. **DeepSeek R1**
|
||||
- Best reasoning capabilities in class
|
||||
- Excellent at breaking down complex tasks
|
||||
- Strong math/algorithm planning
|
||||
- MoE architecture helps with reasoning
|
||||
2. **o3-mini (high reasoning)**
|
||||
- Three reasoning levels:
|
||||
- High: Complex planning
|
||||
- Medium: Daily tasks
|
||||
- Low: Quick ideas
|
||||
- 200K context helps with large projects
|
||||
3. **Gemini Flash 2.0**
|
||||
- Massive context window for complex planning
|
||||
- Strong reasoning capabilities
|
||||
- Good with multi-step tasks
|
||||
|
||||
#### Acting (coding)
|
||||
|
||||
1. **Claude 3.5 Sonnet**
|
||||
- Best code quality
|
||||
- Most reliable with Cline tools
|
||||
- Worth the premium for critical code
|
||||
2. **DeepSeek V3**
|
||||
- Nearly Sonnet-level code quality
|
||||
- Better API stability than R1
|
||||
- Great for daily coding
|
||||
- Strong tool usage
|
||||
3. **Gemini 1.5 Pro**
|
||||
- 2M context window
|
||||
- Good with complex codebases
|
||||
- Reliable API
|
||||
- Strong multi-file understanding
|
||||
|
||||
### A Note on Local Models
|
||||
|
||||
While running models locally might seem appealing for cost savings, we currently don't recommend any local models for use with Cline. [Local models are significantly less reliable](https://docs.cline.bot/running-models-locally/read-me-first) at using Cline's essential tools and typically retain only 1-26% of the original model's capabilities. The full cloud version of DeepSeek-R1, for example, is 671B parameters - local versions are drastically simplified copies that struggle with complex tasks and tool usage. Even with high-end hardware (RTX 3070+, 32GB+ RAM), you'll experience slower responses, less reliable tool execution, and reduced capabilities. For the best development experience, we recommend sticking with the cloud models listed above.
|
||||
|
||||
### Key Takeaways
|
||||
|
||||
1. **Plan vs Act Matters**: Choose models based on task type
|
||||
2. **Real Performance > Benchmarks**: Focus on actual Cline performance
|
||||
3. **Mix & Match**: Use different models for planning and implementation
|
||||
4. **Cost vs Quality**: Premium models worth it for critical code
|
||||
5. **Keep Backups**: Have alternatives ready for API issues
|
||||
|
||||
_\*Note: Based on real usage patterns and community feedback rather than just benchmarks. Your experience may vary. This is not an exhaustive list of all the models available for use within Cline._
|
||||
@@ -0,0 +1,238 @@
|
||||
---
|
||||
title: "Our Favorite Tech Stack"
|
||||
description: "A curated list of our recommended technologies and tools for building modern web applications with Cline."
|
||||
---
|
||||
|
||||
## Recommended Stack for New Cline Users (2025)
|
||||
|
||||
### Your Complete Development Environment
|
||||
|
||||
#### Development Tools
|
||||
|
||||
- **VS Code** - Your code editor, [download here](https://code.visualstudio.com/)
|
||||
- **GitHub** - Where your code lives, [sign up here](https://github.com)
|
||||
|
||||
#### Frontend
|
||||
|
||||
- **Next.js 14+** - React framework with App Router
|
||||
- **Tailwind CSS** - Beautiful styling without writing CSS
|
||||
- **TypeScript** - JavaScript, but safer and smarter
|
||||
|
||||
#### Backend
|
||||
|
||||
- **Supabase** - Your complete backend solution, [sign up with GitHub](https://supabase.com)
|
||||
- PostgreSQL database
|
||||
- Authentication
|
||||
- File storage
|
||||
- Real-time updates
|
||||
|
||||
#### Deployment
|
||||
|
||||
- **Vercel** - Where your app runs, [sign up with GitHub](https://vercel.com)
|
||||
- Automatic deployments from GitHub
|
||||
- Preview deployments for testing
|
||||
- Production-ready CDN
|
||||
|
||||
#### AI Development
|
||||
|
||||
Choose your AI assistant based on your needs:
|
||||
|
||||
| Model | Input Cost (per 1M tokens) | Output Cost (per 1M tokens) | Best For |
|
||||
| ----------------- | -------------------------- | --------------------------- | ------------------------------ |
|
||||
| Claude 3.5 Sonnet | $3.00 | $15.00 | Production apps, complex tasks |
|
||||
| DeepSeek R1 | $1.00 | $3.00 | Budget-conscious production |
|
||||
| DeepSeek V3 | $0.14 | $2.20 | Budget-conscious development |
|
||||
|
||||
#### Free Tier Benefits
|
||||
|
||||
**Vercel (Hobby)**
|
||||
|
||||
- 100 GB data transfer/month
|
||||
- 100k serverless function invocations
|
||||
- 100 MB deployment size
|
||||
- Automatic HTTPS & CI/CD
|
||||
|
||||
**Supabase (Free)**
|
||||
|
||||
- 500 MB database storage
|
||||
- 1 GB file storage
|
||||
- 50k monthly active users
|
||||
- 2M real-time messages/month
|
||||
|
||||
**GitHub (Free)**
|
||||
|
||||
- Unlimited public repositories
|
||||
- GitHub Actions CI/CD
|
||||
- Project management tools
|
||||
- Collaboration features
|
||||
|
||||
### Getting Started
|
||||
|
||||
1. Install the development essentials:
|
||||
- Follow our [Development Essentials Installation Guide](https://docs.cline.bot/getting-started/getting-started-new-coders/installing-dev-essentials)
|
||||
2. Set up Cline's Memory Bank:
|
||||
- Follow the [Memory Bank setup instructions](https://docs.cline.bot/improving-your-prompting-skills/custom-instructions-library/cline-memory-bank)
|
||||
- Create an empty `cline_docs` folder in your project root
|
||||
- Create `projectBrief.md` in the `cline_docs` folder (see example below)
|
||||
- Tell Cline to "initialize memory bank"
|
||||
3. Add our recommended stack configuration:
|
||||
- Create `.clinerules` file (see template below)
|
||||
- Let Cline handle the rest!
|
||||
|
||||
#### Example Project Brief
|
||||
|
||||
```markdown
|
||||
# Project Brief
|
||||
|
||||
## Overview
|
||||
|
||||
Building a [type of application] that will [main purpose].
|
||||
|
||||
## Core Features
|
||||
|
||||
- Feature 1
|
||||
- Feature 2
|
||||
- Feature 3
|
||||
|
||||
## Target Users
|
||||
|
||||
[Describe who will use your application]
|
||||
|
||||
## Technical Preferences (optional)
|
||||
|
||||
- Any specific technologies you want to use
|
||||
- Any specific requirements or constraints
|
||||
```
|
||||
|
||||
### .clinerules Template
|
||||
|
||||
```markdown
|
||||
# Project Configuration
|
||||
|
||||
## Tech Stack
|
||||
|
||||
- Next.js 14+ with App Router
|
||||
- Tailwind CSS for styling
|
||||
- Supabase for backend
|
||||
- Vercel for deployment
|
||||
- GitHub for version control
|
||||
|
||||
## Project Structure
|
||||
|
||||
/src
|
||||
/app # Next.js App Router pages
|
||||
/components # React components
|
||||
/lib # Utility functions
|
||||
/types # TypeScript types
|
||||
/supabase
|
||||
/migrations # SQL migration files
|
||||
/seed # Seed data files
|
||||
/public # Static assets
|
||||
|
||||
## Database Migrations
|
||||
|
||||
SQL files in /supabase/migrations should:
|
||||
|
||||
- Use sequential numbering: 001, 002, etc.
|
||||
- Include descriptive names
|
||||
- Be reviewed by Cline before execution
|
||||
Example: 001_create_users_table.sql
|
||||
|
||||
## Development Workflow
|
||||
|
||||
- Cline helps write and review code changes
|
||||
- Vercel automatically deploys from main branch
|
||||
- Database migrations reviewed by Cline before execution
|
||||
|
||||
## Security
|
||||
|
||||
DO NOT read or modify:
|
||||
|
||||
- .env files
|
||||
- \*_/config/secrets._
|
||||
- Any file containing API keys or credentials
|
||||
```
|
||||
|
||||
### Learning Resources (2025)
|
||||
|
||||
Want to learn more about the technologies we're using? Here are some great resources:
|
||||
|
||||
#### Next.js and React
|
||||
|
||||
- [Official Learn Next.js Course](https://nextjs.org/learn) - Interactive tutorial
|
||||
- [NextJS App Router: Modern Web Dev in 1 Hour](https://www.youtube.com/nextjs-modern) - Quick overview
|
||||
- [Building Real-World Apps with Next.js](https://www.youtube.com/nextjs-real-world) - Practical examples
|
||||
|
||||
#### Supabase
|
||||
|
||||
- [Supabase From Scratch](https://www.udemy.com/supabase-scratch) - Comprehensive course
|
||||
- [Official Quickstart Guides](https://supabase.com/docs/guides/getting-started)
|
||||
- [Real-Time Apps with Next.js and Supabase](https://www.newline.co/courses/supabase-nextjs)
|
||||
|
||||
#### Tailwind CSS
|
||||
|
||||
- [Tailwind CSS Tutorial for Beginners](https://www.youtube.com/tailwind-2025)
|
||||
- [Official Tailwind Documentation](https://tailwindcss.com/docs)
|
||||
- Interactive course at [Scrimba Tailwind CSS Course](https://scrimba.com/learn/tailwind)
|
||||
|
||||
### Other Things to Know
|
||||
|
||||
#### Working with Git & GitHub
|
||||
|
||||
Git helps you track changes in your code and collaborate with others. Here are the essential commands you'll use:
|
||||
|
||||
**Daily Development**
|
||||
|
||||
```bash
|
||||
# Save your changes (do this often!)
|
||||
git add . # Stage all changed files
|
||||
git commit -m "Add login page" # Save changes with a clear message
|
||||
|
||||
# Share your changes
|
||||
git push origin main # Upload to GitHub
|
||||
```
|
||||
|
||||
**Common Workflow**
|
||||
|
||||
1. **Start of day**: Get latest changes
|
||||
|
||||
```bash
|
||||
bashCopygit pull origin main # Download latest code
|
||||
```
|
||||
|
||||
2. **During development**: Save work regularly
|
||||
|
||||
```bash
|
||||
bashCopygit add .
|
||||
git commit -m "Clear message about changes"
|
||||
```
|
||||
|
||||
3. **End of day**: Share your progress
|
||||
|
||||
```bash
|
||||
bashCopygit push origin main # Upload to GitHub
|
||||
```
|
||||
|
||||
**Best Practices**
|
||||
|
||||
- Commit often with clear messages
|
||||
- Pull before starting new work
|
||||
- Push completed work to share with others
|
||||
- Use `.gitignore` to avoid committing sensitive files
|
||||
|
||||
> **Tip**: Vercel automatically deploys when you push to main!
|
||||
|
||||
#### Environment Variables
|
||||
|
||||
- Store secrets in `.env.local` for development
|
||||
- Add them to Vercel project settings for production
|
||||
- Never commit `.env` files to Git
|
||||
|
||||
#### Getting Help
|
||||
|
||||
1. Use `/help` in Cline chat for immediate assistance
|
||||
2. Check [Cline Documentation](https://docs.cline.bot)
|
||||
3. Join our [Discord Community](https://discord.gg/cline)
|
||||
4. Search GitHub issues for common problems
|
||||
|
||||
Remember: Cline is here to help at every step. Just ask for guidance or clarification when needed!
|
||||
@@ -0,0 +1,156 @@
|
||||
---
|
||||
title: "Context Management"
|
||||
description: "Context is key to getting the most out of Cline"
|
||||
---
|
||||
|
||||
> 💡 **Quick Reference**
|
||||
>
|
||||
> - Context = The information Cline knows about your project
|
||||
> - Context Window = How much information Cline can hold at once
|
||||
> - Use context files to maintain project knowledge
|
||||
> - Reset when the context window gets full
|
||||
|
||||
## Understanding Context & Context Windows
|
||||
|
||||
<Frame caption="In a world of infinite context, the context window is what Cline currently has available">
|
||||
<img
|
||||
src="/assets/robot_panel_dark.png"
|
||||
alt="In a world of infinite context, the context window is what Cline currently has available"
|
||||
/>
|
||||
</Frame>
|
||||
|
||||
Think of working with Cline like collaborating with a thorough, proactive teammate:
|
||||
|
||||
### How Context is Built
|
||||
|
||||
Cline actively builds context in two ways:
|
||||
|
||||
1. **Automatic Context Gathering (i.e. Cline-driven)**
|
||||
- Proactively reads related files
|
||||
- Explores project structure
|
||||
- Analyzes patterns and relationships
|
||||
- Maps dependencies and imports
|
||||
- Asks clarifying questions
|
||||
2. **User-Guided Context**
|
||||
- Share specific files
|
||||
- Provide documentation
|
||||
- Answer Cline's questions
|
||||
- Guide focus areas
|
||||
- Share design thoughts and requirements
|
||||
|
||||
💡 **Key Point**: Cline isn't passive - it actively seeks to understand your project. You can either let it explore or guide its focus, especially in [Plan](https://docs.cline.bot/exploring-clines-tools/plan-and-act-modes-a-guide-to-effective-ai-development) mode.
|
||||
|
||||
### Context & Context Windows
|
||||
|
||||
Think of context like a whiteboard you and Cline share:
|
||||
|
||||
- **Context** is all the information available:
|
||||
- What Cline has discovered
|
||||
- What you've shared
|
||||
- Your conversation history
|
||||
- Project requirements
|
||||
- Previous decisions
|
||||
- **Context Window** is the size of the whiteboard itself:
|
||||
- Measured in tokens (1 token ≈ 3/4 of an English word)
|
||||
- Each model has a fixed size:
|
||||
- Claude 3.5 Sonnet: 200,000 tokens
|
||||
- DeepSeek: 64,000 tokens
|
||||
- When the whiteboard is full, you need to erase (clear context) to write more
|
||||
- [How Cline manages context under the hood](https://cline.bot/blog/understanding-the-new-context-window-progress-bar-in-cline)
|
||||
|
||||
⚠️ **Important**: Having a large context window (like Claude's 200k tokens) doesn't mean you should fill it completely. Just like a cluttered whiteboard, too much information can make it harder to focus on what's important.
|
||||
|
||||
## Understanding the Context Window Progress Bar
|
||||
|
||||
Cline provides a visual way to monitor your context window usage through a progress bar:
|
||||
|
||||
<Frame caption="Visual representation of the context window usage">
|
||||
<img src="/assets/robot_panel_light.png" alt="Context window progress bar" />
|
||||
</Frame>
|
||||
|
||||
### Reading the Bar
|
||||
|
||||
- ↑ shows input tokens (what you've sent to the LLM)
|
||||
- ↓ shows output tokens (what the LLM has generated)
|
||||
- The progress bar visualizes how much of your context window you've used
|
||||
- The total shows your model's maximum capacity (e.g., 200k for Claude 3.5-Sonnet)
|
||||
|
||||
### When to Watch the Bar
|
||||
|
||||
- During long coding sessions
|
||||
- When working with multiple files
|
||||
- Before starting complex tasks
|
||||
- When Cline seems to lose context
|
||||
|
||||
💡 **Tip**: Consider starting a fresh session when usage reaches 70-80% to maintain optimal performance.
|
||||
|
||||
## Working with Context Files
|
||||
|
||||
Context files help maintain understanding across sessions. They serve as documentation specifically designed to help AI assistants understand your project.
|
||||
|
||||
#### Approaches to Context Files
|
||||
|
||||
1. **Evergreen Project Context (i.e.** [**Memory Bank**](https://docs.cline.bot/improving-your-prompting-skills/custom-instructions-library/cline-memory-bank)**)**
|
||||
- Living documentation that evolves with your project
|
||||
- Updated as architecture and patterns emerge
|
||||
- Example: The Memory Bank pattern maintains files like `techContext.md` and `systemPatterns.md`
|
||||
- Useful for long-running projects and teams
|
||||
2. **Task-Specific Context (i.e.** [**Structured Approach**](https://cline.bot/blog/building-advanced-software-with-cline-a-structured-approach)**)**
|
||||
|
||||
- Created for specific implementation tasks
|
||||
- Document requirements, constraints, and decisions
|
||||
- Example:
|
||||
|
||||
```markdown
|
||||
# auth-system-implementation.md
|
||||
|
||||
## Requirements
|
||||
|
||||
- OAuth2 implementation
|
||||
- Support for Google and GitHub
|
||||
- Rate limiting on auth endpoints
|
||||
|
||||
## Technical Decisions
|
||||
|
||||
- Using Passport.js for provider integration
|
||||
- JWT for session management
|
||||
- Redis for rate limiting
|
||||
```
|
||||
|
||||
3. **Knowledge Transfer Docs**
|
||||
- Switch to plan mode and ask Cline to document everything you've accomplished so far, along with the remaining steps, in a markdown file.
|
||||
- Copy the contents of the markdown file.
|
||||
- Start a new task using that content as context.
|
||||
|
||||
#### Using Context Files Effectively
|
||||
|
||||
1. **Structure and Format**
|
||||
- Use clear, consistent organization
|
||||
- Include relevant examples
|
||||
- Link related concepts
|
||||
- Keep information focused
|
||||
2. **Maintenance**
|
||||
- Update after significant changes
|
||||
- Version control your context files
|
||||
- Remove outdated information
|
||||
- Document key decisions
|
||||
|
||||
## Practical Tips
|
||||
|
||||
1. **Starting New Projects**
|
||||
- Let Cline explore the codebase
|
||||
- Answer its questions about structure and patterns
|
||||
- Consider setting up basic context files
|
||||
- Document key design decisions
|
||||
2. **Ongoing Development**
|
||||
- Update context files with significant changes
|
||||
- Share relevant documentation
|
||||
- Use Plan mode for complex discussions
|
||||
- Start fresh sessions when needed
|
||||
3. **Team Projects**
|
||||
- Share common context files (consider using [.clinerules](https://docs.cline.bot/improving-your-prompting-skills/prompting) files in project roots)
|
||||
- Document architectural decisions
|
||||
- Maintain consistent patterns
|
||||
- Keep documentation current
|
||||
|
||||
Remember: The goal is to help Cline maintain consistent understanding of your project across sessions.
|
||||
@@ -0,0 +1,8 @@
|
||||
---
|
||||
title: "What is Cline?"
|
||||
description: "An introduction to Cline, your AI-powered development assistant in VS Code."
|
||||
---
|
||||
|
||||
Cline is an AI development assistant which integrates with Microsoft Visual Studio Code. It provides an interface between your IDE and LLMs facilitating code development, increasing productivity and lowering the barrier to entry for new coders. Depending on permissions, Cline can read/write files, execute commands, use your web browser, and expand its capabilities with Model Context Protocol servers.
|
||||
|
||||
What makes Cline distinctive is its thoughtful approach to code generation and its extensive integration capabilities. Rather than simply generating code snippets, Cline collaborates with developers by planning solutions step-by-step, maintaining awareness of the entire development environment, and requiring explicit approval for all changes. It can understand large codebases, accelerate onboarding for new engineers, and connect with hundreds of tools through its Model Context Protocol Marketplace, enabling everything from streamlined project deployments to automated incident response—all through natural language commands.
|
||||
+67
@@ -8,6 +8,60 @@ const watch = process.argv.includes("--watch")
|
||||
/**
|
||||
* @type {import('esbuild').Plugin}
|
||||
*/
|
||||
const aliasResolverPlugin = {
|
||||
name: "alias-resolver",
|
||||
setup(build) {
|
||||
const aliases = {
|
||||
"@": path.resolve(__dirname, "src"),
|
||||
"@api": path.resolve(__dirname, "src/api"),
|
||||
"@core": path.resolve(__dirname, "src/core"),
|
||||
"@integrations": path.resolve(__dirname, "src/integrations"),
|
||||
"@services": path.resolve(__dirname, "src/services"),
|
||||
"@shared": path.resolve(__dirname, "src/shared"),
|
||||
"@utils": path.resolve(__dirname, "src/utils"),
|
||||
"@packages": path.resolve(__dirname, "src/packages"),
|
||||
}
|
||||
|
||||
// For each alias entry, create a resolver
|
||||
Object.entries(aliases).forEach(([alias, aliasPath]) => {
|
||||
const aliasRegex = new RegExp(`^${alias}($|/.*)`)
|
||||
build.onResolve({ filter: aliasRegex }, (args) => {
|
||||
const importPath = args.path.replace(alias, aliasPath)
|
||||
|
||||
// First, check if the path exists as is
|
||||
if (fs.existsSync(importPath)) {
|
||||
const stats = fs.statSync(importPath)
|
||||
if (stats.isDirectory()) {
|
||||
// If it's a directory, try to find index files
|
||||
const extensions = [".ts", ".tsx", ".js", ".jsx"]
|
||||
for (const ext of extensions) {
|
||||
const indexFile = path.join(importPath, `index${ext}`)
|
||||
if (fs.existsSync(indexFile)) {
|
||||
return { path: indexFile }
|
||||
}
|
||||
}
|
||||
} else {
|
||||
// It's a file that exists, so return it
|
||||
return { path: importPath }
|
||||
}
|
||||
}
|
||||
|
||||
// If the path doesn't exist, try appending extensions
|
||||
const extensions = [".ts", ".tsx", ".js", ".jsx"]
|
||||
for (const ext of extensions) {
|
||||
const pathWithExtension = `${importPath}${ext}`
|
||||
if (fs.existsSync(pathWithExtension)) {
|
||||
return { path: pathWithExtension }
|
||||
}
|
||||
}
|
||||
|
||||
// If nothing worked, return the original path and let esbuild handle the error
|
||||
return { path: importPath }
|
||||
})
|
||||
})
|
||||
},
|
||||
}
|
||||
|
||||
const esbuildProblemMatcherPlugin = {
|
||||
name: "esbuild-problem-matcher",
|
||||
|
||||
@@ -68,10 +122,23 @@ const extensionConfig = {
|
||||
minify: production,
|
||||
sourcemap: !production,
|
||||
logLevel: "silent",
|
||||
define: {
|
||||
"process.env.IS_DEV": JSON.stringify(!production),
|
||||
},
|
||||
tsconfig: path.resolve(__dirname, "tsconfig.json"),
|
||||
plugins: [
|
||||
copyWasmFiles,
|
||||
aliasResolverPlugin,
|
||||
/* add to the end of plugins array */
|
||||
esbuildProblemMatcherPlugin,
|
||||
{
|
||||
name: "alias-plugin",
|
||||
setup(build) {
|
||||
build.onResolve({ filter: /^pkce-challenge$/ }, (args) => {
|
||||
return { path: require.resolve("pkce-challenge/dist/index.browser.js") }
|
||||
})
|
||||
},
|
||||
},
|
||||
],
|
||||
entryPoints: ["src/extension.ts"],
|
||||
format: "cjs",
|
||||
|
||||
@@ -0,0 +1,3 @@
|
||||
repositories
|
||||
|
||||
results/evals.db
|
||||
+186
@@ -0,0 +1,186 @@
|
||||
# Cline Evaluation System
|
||||
|
||||
This directory contains the evaluation system for benchmarking Cline against various coding evaluation frameworks.
|
||||
|
||||
## Overview
|
||||
|
||||
The Cline Evaluation System allows you to:
|
||||
|
||||
1. Run Cline against standardized coding benchmarks
|
||||
2. Collect comprehensive metrics on performance
|
||||
3. Generate detailed reports on evaluation results
|
||||
4. Compare performance across different models and benchmarks
|
||||
|
||||
## Architecture
|
||||
|
||||
The evaluation system consists of two main components:
|
||||
|
||||
1. **Test Server**: Enhanced HTTP server in `src/services/test/TestServer.ts` that provides detailed task results
|
||||
2. **CLI Tool**: Command-line interface in `evals/cli/` for orchestrating evaluations
|
||||
|
||||
## Directory Structure
|
||||
|
||||
```
|
||||
cline-repo/
|
||||
├── src/
|
||||
│ ├── services/
|
||||
│ │ ├── test/
|
||||
│ │ │ ├── TestServer.ts # Enhanced HTTP server for task execution
|
||||
│ │ │ ├── GitHelper.ts # Git utilities for file tracking
|
||||
│ │ │ └── ...
|
||||
│ │ └── ...
|
||||
│ └── ...
|
||||
├── evals/ # Main directory for evaluation system
|
||||
│ ├── cli/ # CLI tool for orchestrating evaluations
|
||||
│ │ ├── src/
|
||||
│ │ │ ├── index.ts # CLI entry point
|
||||
│ │ │ ├── commands/ # CLI commands (setup, run, report)
|
||||
│ │ │ ├── adapters/ # Benchmark adapters
|
||||
│ │ │ ├── db/ # Database management
|
||||
│ │ │ └── utils/ # Utility functions
|
||||
│ │ ├── package.json
|
||||
│ │ └── tsconfig.json
|
||||
│ ├── repositories/ # Cloned benchmark repositories
|
||||
│ │ ├── exercism/ # Modified Exercism (from pashpashpash/evals)
|
||||
│ │ ├── swe-bench/ # SWE-Bench repository
|
||||
│ │ ├── swelancer/ # SWELancer repository
|
||||
│ │ └── multi-swe/ # Multi-SWE-Bench repository
|
||||
│ ├── results/ # Evaluation results storage
|
||||
│ │ ├── runs/ # Individual run results
|
||||
│ │ └── reports/ # Generated reports
|
||||
│ └── README.md # This file
|
||||
└── ...
|
||||
```
|
||||
|
||||
## Getting Started
|
||||
|
||||
### Prerequisites
|
||||
|
||||
- Node.js 16+
|
||||
- VSCode with Cline extension installed
|
||||
- Git
|
||||
|
||||
### Activation Mechanism
|
||||
|
||||
The evaluation system uses an `evals.env` file approach to activate test mode in the Cline extension. When an evaluation is run:
|
||||
|
||||
1. The CLI creates an `evals.env` file in the workspace directory
|
||||
2. The Cline extension activates due to the `workspaceContains:evals.env` activation event
|
||||
3. The extension detects this file and automatically enters test mode
|
||||
4. After evaluation completes, the file is automatically removed
|
||||
|
||||
This approach eliminates the need for environment variables during the build process and allows for targeted activation only when needed for evaluations. The extension remains dormant during normal use, only activating when an evals.env file is present. For more details, see [Evals Env Activation](./docs/evals-env-activation.md).
|
||||
|
||||
### Installation
|
||||
|
||||
1. Build the CLI tool:
|
||||
|
||||
```bash
|
||||
cd evals/cli
|
||||
npm install
|
||||
npm run build
|
||||
```
|
||||
|
||||
### Usage
|
||||
|
||||
#### Setting Up Benchmarks
|
||||
|
||||
```bash
|
||||
cd evals/cli
|
||||
node dist/index.js setup
|
||||
```
|
||||
|
||||
This will clone and set up all benchmark repositories. You can specify specific benchmarks:
|
||||
|
||||
```bash
|
||||
node dist/index.js setup --benchmarks exercism
|
||||
```
|
||||
|
||||
#### Running Evaluations
|
||||
|
||||
```bash
|
||||
node dist/index.js run --model claude-3-opus-20240229 --benchmark exercism
|
||||
```
|
||||
|
||||
Options:
|
||||
- `--model`: The model to evaluate (default: claude-3-opus-20240229)
|
||||
- `--benchmark`: Specific benchmark to run (default: all)
|
||||
- `--count`: Number of tasks to run (default: all)
|
||||
|
||||
#### Generating Reports
|
||||
|
||||
```bash
|
||||
node dist/index.js report
|
||||
```
|
||||
|
||||
Options:
|
||||
- `--format`: Report format (json, markdown) (default: markdown)
|
||||
- `--output`: Output path for the report
|
||||
|
||||
#### Managing Test Mode Activation
|
||||
|
||||
The CLI provides a command to manually manage the evals.env file for test mode activation:
|
||||
|
||||
```bash
|
||||
node dist/index.js evals-env create # Create evals.env file in current directory
|
||||
node dist/index.js evals-env remove # Remove evals.env file from current directory
|
||||
node dist/index.js evals-env check # Check if evals.env file exists in current directory
|
||||
```
|
||||
|
||||
Options:
|
||||
- `--directory`: Specify a directory other than the current one
|
||||
|
||||
## Benchmarks
|
||||
|
||||
### Exercism
|
||||
|
||||
Modified Exercism exercises from the [pashpashpash/evals](https://github.com/pashpashpash/evals) repository. These are small, focused programming exercises in various languages.
|
||||
|
||||
### SWE-Bench (Coming Soon)
|
||||
|
||||
Real-world software engineering tasks from the [SWE-bench](https://github.com/SWE-bench/SWE-bench) repository.
|
||||
|
||||
### SWELancer (Coming Soon)
|
||||
|
||||
Freelance-style programming tasks from the SWELancer benchmark.
|
||||
|
||||
### Multi-SWE-Bench (Coming Soon)
|
||||
|
||||
Multi-file software engineering tasks from the Multi-SWE-Bench repository.
|
||||
|
||||
## Metrics
|
||||
|
||||
The evaluation system collects the following metrics:
|
||||
|
||||
- **Token Usage**: Input and output tokens
|
||||
- **Cost**: Estimated cost of API calls
|
||||
- **Duration**: Time taken to complete tasks
|
||||
- **Tool Usage**: Number of tool calls and failures
|
||||
- **Success Rate**: Percentage of tasks completed successfully
|
||||
- **Functional Correctness**: Percentage of tests passed
|
||||
|
||||
## Reports
|
||||
|
||||
Reports are generated in Markdown or JSON format and include:
|
||||
|
||||
- Overall summary
|
||||
- Benchmark-specific results
|
||||
- Model-specific results
|
||||
- Tool usage statistics
|
||||
- Charts and visualizations
|
||||
|
||||
## Development
|
||||
|
||||
### Adding a New Benchmark
|
||||
|
||||
1. Create a new adapter in `evals/cli/src/adapters/`
|
||||
2. Implement the `BenchmarkAdapter` interface
|
||||
3. Register the adapter in `evals/cli/src/adapters/index.ts`
|
||||
|
||||
### Extending Metrics
|
||||
|
||||
To add new metrics:
|
||||
|
||||
1. Update the database schema in `evals/cli/src/db/schema.ts`
|
||||
2. Add collection logic in `evals/cli/src/utils/results.ts`
|
||||
3. Update report generation in `evals/cli/src/commands/report.ts`
|
||||
Generated
+2455
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,39 @@
|
||||
{
|
||||
"name": "cline-evaluation-cli",
|
||||
"version": "0.1.0",
|
||||
"description": "CLI tool for orchestrating Cline evaluations across multiple benchmarks",
|
||||
"main": "dist/index.js",
|
||||
"scripts": {
|
||||
"build": "tsc",
|
||||
"start": "node dist/index.js",
|
||||
"dev": "ts-node src/index.ts",
|
||||
"test": "echo \"Error: no test specified\" && exit 1"
|
||||
},
|
||||
"keywords": [
|
||||
"cline",
|
||||
"evaluation",
|
||||
"benchmark"
|
||||
],
|
||||
"author": "",
|
||||
"license": "MIT",
|
||||
"dependencies": {
|
||||
"better-sqlite3": "^8.0.0",
|
||||
"chalk": "^4.1.2",
|
||||
"commander": "^9.4.1",
|
||||
"execa": "^5.1.1",
|
||||
"node-fetch": "^2.7.0",
|
||||
"ora": "^5.4.1",
|
||||
"sqlite": "^4.1.2",
|
||||
"uuid": "^9.0.0",
|
||||
"yargs": "^17.6.2"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@types/better-sqlite3": "^7.6.3",
|
||||
"@types/node": "^18.11.18",
|
||||
"@types/node-fetch": "^2.6.12",
|
||||
"@types/uuid": "^9.0.0",
|
||||
"@types/yargs": "^17.0.19",
|
||||
"ts-node": "^10.9.1",
|
||||
"typescript": "^4.9.4"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,194 @@
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import execa from "execa"
|
||||
import { BenchmarkAdapter, Task, VerificationResult } from "./types"
|
||||
|
||||
const EVALS_DIR = path.resolve(__dirname, "../../../")
|
||||
|
||||
/**
|
||||
* Adapter for the modified Exercism benchmark
|
||||
*/
|
||||
export class ExercismAdapter implements BenchmarkAdapter {
|
||||
name = "exercism"
|
||||
|
||||
/**
|
||||
* Set up the Exercism benchmark repository
|
||||
*/
|
||||
async setup(): Promise<void> {
|
||||
// Clone repository if needed
|
||||
const exercismDir = path.join(EVALS_DIR, "repositories", "exercism")
|
||||
|
||||
if (!fs.existsSync(exercismDir)) {
|
||||
console.log(`Cloning Exercism repository to ${exercismDir}...`)
|
||||
await execa("git", ["clone", "https://github.com/pashpashpash/evals.git", exercismDir])
|
||||
console.log("Exercism repository cloned successfully")
|
||||
} else {
|
||||
console.log(`Exercism repository already exists at ${exercismDir}`)
|
||||
|
||||
// Pull latest changes
|
||||
console.log("Pulling latest changes...")
|
||||
await execa("git", ["pull"], { cwd: exercismDir })
|
||||
console.log("Repository updated successfully")
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* List all available tasks in the Exercism benchmark
|
||||
*/
|
||||
async listTasks(): Promise<Task[]> {
|
||||
const tasks: Task[] = []
|
||||
const exercisesDir = path.join(EVALS_DIR, "repositories", "exercism")
|
||||
|
||||
// Ensure the repository exists
|
||||
if (!fs.existsSync(exercisesDir)) {
|
||||
throw new Error(`Exercism repository not found at ${exercisesDir}. Run setup first.`)
|
||||
}
|
||||
|
||||
// Read language directories
|
||||
const languages = fs
|
||||
.readdirSync(exercisesDir)
|
||||
.filter((dir) => fs.statSync(path.join(exercisesDir, dir)).isDirectory())
|
||||
.filter((dir) => !dir.startsWith(".") && !["node_modules", ".git"].includes(dir))
|
||||
|
||||
for (const language of languages) {
|
||||
const languageDir = path.join(exercisesDir, language)
|
||||
|
||||
// Read exercise directories
|
||||
const exercises = fs.readdirSync(languageDir).filter((dir) => fs.statSync(path.join(languageDir, dir)).isDirectory())
|
||||
|
||||
for (const exercise of exercises) {
|
||||
const exerciseDir = path.join(languageDir, exercise)
|
||||
|
||||
// Read instructions
|
||||
let description = ""
|
||||
const instructionsPath = path.join(exerciseDir, "docs", "instructions.md")
|
||||
if (fs.existsSync(instructionsPath)) {
|
||||
description = fs.readFileSync(instructionsPath, "utf-8")
|
||||
}
|
||||
|
||||
// Determine test commands based on language
|
||||
let testCommands: string[] = []
|
||||
switch (language) {
|
||||
case "javascript":
|
||||
testCommands = ["npm install", "npm test"]
|
||||
break
|
||||
case "python":
|
||||
testCommands = ["python -m pytest -o markers=task *_test.py"]
|
||||
break
|
||||
case "go":
|
||||
testCommands = ["go test"]
|
||||
break
|
||||
case "java":
|
||||
testCommands = ["./gradlew test"]
|
||||
break
|
||||
case "rust":
|
||||
testCommands = ["cargo test"]
|
||||
break
|
||||
default:
|
||||
testCommands = []
|
||||
}
|
||||
|
||||
tasks.push({
|
||||
id: `exercism-${language}-${exercise}`,
|
||||
name: exercise,
|
||||
description,
|
||||
workspacePath: exerciseDir,
|
||||
setupCommands: [],
|
||||
verificationCommands: testCommands,
|
||||
metadata: {
|
||||
language,
|
||||
type: "exercism",
|
||||
},
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
return tasks
|
||||
}
|
||||
|
||||
/**
|
||||
* Prepare a specific task for execution
|
||||
* @param taskId The ID of the task to prepare
|
||||
*/
|
||||
async prepareTask(taskId: string): Promise<Task> {
|
||||
const tasks = await this.listTasks()
|
||||
const task = tasks.find((t) => t.id === taskId)
|
||||
|
||||
if (!task) {
|
||||
throw new Error(`Task ${taskId} not found`)
|
||||
}
|
||||
|
||||
// Check if Git repository is already initialized
|
||||
const gitDirExists = fs.existsSync(path.join(task.workspacePath, ".git"))
|
||||
|
||||
try {
|
||||
// Initialize Git repository if needed
|
||||
if (!gitDirExists) {
|
||||
await execa("git", ["init"], { cwd: task.workspacePath })
|
||||
}
|
||||
|
||||
// Create a dummy file to ensure there's something to commit
|
||||
const dummyFilePath = path.join(task.workspacePath, ".eval-timestamp")
|
||||
fs.writeFileSync(dummyFilePath, new Date().toISOString())
|
||||
|
||||
// Add all files and commit
|
||||
await execa("git", ["add", "."], { cwd: task.workspacePath })
|
||||
|
||||
try {
|
||||
await execa("git", ["commit", "-m", "Initial commit"], { cwd: task.workspacePath })
|
||||
} catch (error: any) {
|
||||
// If commit fails because there are no changes, that's okay
|
||||
if (!error.stderr?.includes("nothing to commit")) {
|
||||
throw error
|
||||
}
|
||||
}
|
||||
} catch (error: any) {
|
||||
console.warn(`Warning: Git operations failed: ${error.message}`)
|
||||
console.warn("Continuing without Git initialization")
|
||||
}
|
||||
|
||||
return task
|
||||
}
|
||||
|
||||
/**
|
||||
* Verify the result of a task execution
|
||||
* @param task The task that was executed
|
||||
* @param result The result of the task execution
|
||||
*/
|
||||
async verifyResult(task: Task, result: any): Promise<VerificationResult> {
|
||||
// Run verification commands
|
||||
let success = true
|
||||
let output = ""
|
||||
|
||||
for (const command of task.verificationCommands) {
|
||||
try {
|
||||
const [cmd, ...args] = command.split(" ")
|
||||
const { stdout } = await execa(cmd, args, { cwd: task.workspacePath })
|
||||
output += stdout + "\n"
|
||||
} catch (error: any) {
|
||||
success = false
|
||||
if (error.stdout) {
|
||||
output += error.stdout + "\n"
|
||||
}
|
||||
if (error.stderr) {
|
||||
output += error.stderr + "\n"
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Parse test results
|
||||
const testsPassed = (output.match(/PASS/g) || []).length
|
||||
const testsFailed = (output.match(/FAIL/g) || []).length
|
||||
const testsTotal = testsPassed + testsFailed
|
||||
|
||||
return {
|
||||
success,
|
||||
metrics: {
|
||||
testsPassed,
|
||||
testsFailed,
|
||||
testsTotal,
|
||||
functionalCorrectness: testsTotal > 0 ? testsPassed / testsTotal : 0,
|
||||
},
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,47 @@
|
||||
import { BenchmarkAdapter } from "./types"
|
||||
import { ExercismAdapter } from "./exercism"
|
||||
import { SWEBenchAdapter } from "./swe-bench"
|
||||
import { SWELancerAdapter } from "./swelancer"
|
||||
import { MultiSWEAdapter } from "./multi-swe"
|
||||
|
||||
// Registry of all available adapters
|
||||
const adapters: Record<string, BenchmarkAdapter> = {
|
||||
// Exercism is the primary adapter with real implementation
|
||||
exercism: new ExercismAdapter(),
|
||||
|
||||
// Dummy adapters for testing
|
||||
"swe-bench": new SWEBenchAdapter(),
|
||||
swelancer: new SWELancerAdapter(),
|
||||
"multi-swe": new MultiSWEAdapter(),
|
||||
}
|
||||
|
||||
/**
|
||||
* Get a specific adapter by name
|
||||
* @param name The name of the adapter to get
|
||||
* @returns The requested adapter
|
||||
* @throws Error if the adapter is not found
|
||||
*/
|
||||
export function getAdapter(name: string): BenchmarkAdapter {
|
||||
const adapter = adapters[name]
|
||||
if (!adapter) {
|
||||
throw new Error(`Adapter for benchmark '${name}' not found`)
|
||||
}
|
||||
return adapter
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all available adapters
|
||||
* @returns Array of all registered adapters
|
||||
*/
|
||||
export function getAllAdapters(): BenchmarkAdapter[] {
|
||||
return Object.values(adapters)
|
||||
}
|
||||
|
||||
/**
|
||||
* Register a new adapter
|
||||
* @param name The name to register the adapter under
|
||||
* @param adapter The adapter to register
|
||||
*/
|
||||
export function registerAdapter(name: string, adapter: BenchmarkAdapter): void {
|
||||
adapters[name] = adapter
|
||||
}
|
||||
@@ -0,0 +1,192 @@
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import execa from "execa"
|
||||
import { BenchmarkAdapter, Task, VerificationResult } from "./types"
|
||||
|
||||
const EVALS_DIR = path.resolve(__dirname, "../../../")
|
||||
|
||||
/**
|
||||
* Dummy adapter for the Multi-SWE-Bench benchmark
|
||||
*/
|
||||
export class MultiSWEAdapter implements BenchmarkAdapter {
|
||||
name = "multi-swe"
|
||||
|
||||
/**
|
||||
* Set up the Multi-SWE-Bench benchmark repository (dummy implementation)
|
||||
*/
|
||||
async setup(): Promise<void> {
|
||||
console.log("Multi-SWE-Bench dummy setup completed")
|
||||
|
||||
// Create repositories directory if it doesn't exist
|
||||
const repoDir = path.join(EVALS_DIR, "repositories", "multi-swe")
|
||||
if (!fs.existsSync(repoDir)) {
|
||||
fs.mkdirSync(repoDir, { recursive: true })
|
||||
console.log(`Created dummy Multi-SWE-Bench directory at ${repoDir}`)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* List all available tasks in the Multi-SWE-Bench benchmark (dummy implementation)
|
||||
*/
|
||||
async listTasks(): Promise<Task[]> {
|
||||
return [
|
||||
{
|
||||
id: "multi-swe-task-1",
|
||||
name: "Multi-Language API Integration",
|
||||
description:
|
||||
"Implement a system that integrates a Python backend with a TypeScript frontend and a Rust processing service.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "multi-swe"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
languages: ["python", "typescript", "rust"],
|
||||
complexity: "high",
|
||||
type: "multi-swe",
|
||||
},
|
||||
},
|
||||
{
|
||||
id: "multi-swe-task-2",
|
||||
name: "Cross-Platform Mobile App",
|
||||
description: "Create a cross-platform mobile app using React Native with native modules in Swift and Kotlin.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "multi-swe"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
languages: ["javascript", "swift", "kotlin"],
|
||||
complexity: "medium",
|
||||
type: "multi-swe",
|
||||
},
|
||||
},
|
||||
{
|
||||
id: "multi-swe-task-3",
|
||||
name: "Microservice Architecture",
|
||||
description: "Design and implement a microservice architecture with services written in Go, Node.js, and Java.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "multi-swe"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
languages: ["go", "javascript", "java"],
|
||||
complexity: "high",
|
||||
type: "multi-swe",
|
||||
},
|
||||
},
|
||||
]
|
||||
}
|
||||
|
||||
/**
|
||||
* Prepare a specific task for execution (dummy implementation)
|
||||
* @param taskId The ID of the task to prepare
|
||||
*/
|
||||
async prepareTask(taskId: string): Promise<Task> {
|
||||
const tasks = await this.listTasks()
|
||||
const task = tasks.find((t) => t.id === taskId)
|
||||
|
||||
if (!task) {
|
||||
throw new Error(`Task ${taskId} not found`)
|
||||
}
|
||||
|
||||
// Create a dummy workspace for the task
|
||||
const taskDir = path.join(task.workspacePath, taskId)
|
||||
if (!fs.existsSync(taskDir)) {
|
||||
fs.mkdirSync(taskDir, { recursive: true })
|
||||
|
||||
// Create a dummy file for the task
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "README.md"),
|
||||
`# ${task.name}\n\n${task.description}\n\nThis is a dummy task for testing purposes.`,
|
||||
)
|
||||
|
||||
// Create additional dummy files based on task type
|
||||
if (task.id === "multi-swe-task-1") {
|
||||
// Python backend
|
||||
fs.mkdirSync(path.join(taskDir, "backend"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "backend", "app.py"),
|
||||
`# TODO: Implement Python backend\nfrom flask import Flask\n\napp = Flask(__name__)\n\n@app.route('/')\ndef hello():\n return "Hello, World!"\n`,
|
||||
)
|
||||
|
||||
// TypeScript frontend
|
||||
fs.mkdirSync(path.join(taskDir, "frontend"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "frontend", "app.ts"),
|
||||
`// TODO: Implement TypeScript frontend\nconsole.log('Frontend starting...');\n`,
|
||||
)
|
||||
|
||||
// Rust processing service
|
||||
fs.mkdirSync(path.join(taskDir, "processor"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "processor", "main.rs"),
|
||||
`// TODO: Implement Rust processing service\nfn main() {\n println!("Processor starting...");\n}\n`,
|
||||
)
|
||||
} else if (task.id === "multi-swe-task-2") {
|
||||
// React Native app
|
||||
fs.mkdirSync(path.join(taskDir, "app"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "app", "App.js"),
|
||||
`// TODO: Implement React Native app\nimport React from 'react';\nimport { View, Text } from 'react-native';\n\nexport default function App() {\n return (\n <View>\n <Text>Hello, World!</Text>\n </View>\n );\n}\n`,
|
||||
)
|
||||
|
||||
// Swift native module
|
||||
fs.mkdirSync(path.join(taskDir, "ios"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "ios", "NativeModule.swift"),
|
||||
`// TODO: Implement Swift native module\nimport Foundation\n\n@objc(NativeModule)\nclass NativeModule: NSObject {\n @objc\n func hello() -> String {\n return "Hello from Swift"\n }\n}\n`,
|
||||
)
|
||||
|
||||
// Kotlin native module
|
||||
fs.mkdirSync(path.join(taskDir, "android"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "android", "NativeModule.kt"),
|
||||
`// TODO: Implement Kotlin native module\npackage com.example.app\n\nclass NativeModule {\n fun hello(): String {\n return "Hello from Kotlin"\n }\n}\n`,
|
||||
)
|
||||
} else if (task.id === "multi-swe-task-3") {
|
||||
// Go service
|
||||
fs.mkdirSync(path.join(taskDir, "service-go"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "service-go", "main.go"),
|
||||
`// TODO: Implement Go service\npackage main\n\nimport "fmt"\n\nfunc main() {\n\tfmt.Println("Go service starting...")\n}\n`,
|
||||
)
|
||||
|
||||
// Node.js service
|
||||
fs.mkdirSync(path.join(taskDir, "service-node"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "service-node", "server.js"),
|
||||
`// TODO: Implement Node.js service\nconsole.log('Node.js service starting...');\n`,
|
||||
)
|
||||
|
||||
// Java service
|
||||
fs.mkdirSync(path.join(taskDir, "service-java"), { recursive: true })
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "service-java", "Main.java"),
|
||||
`// TODO: Implement Java service\npublic class Main {\n public static void main(String[] args) {\n System.out.println("Java service starting...");\n }\n}\n`,
|
||||
)
|
||||
}
|
||||
}
|
||||
|
||||
// Update the task's workspace path to the task-specific directory
|
||||
return {
|
||||
...task,
|
||||
workspacePath: taskDir,
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Verify the result of a task execution (dummy implementation)
|
||||
* @param task The task that was executed
|
||||
* @param result The result of the task execution
|
||||
*/
|
||||
async verifyResult(task: Task, result: any): Promise<VerificationResult> {
|
||||
// Always return success for dummy implementation
|
||||
return {
|
||||
success: true,
|
||||
metrics: {
|
||||
testsPassed: 1,
|
||||
testsFailed: 0,
|
||||
testsTotal: 1,
|
||||
functionalCorrectness: 1.0,
|
||||
crossLanguageIntegration: 0.9, // Dummy metric specific to Multi-SWE
|
||||
architectureQuality: 0.85, // Dummy metric specific to Multi-SWE
|
||||
},
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,125 @@
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import execa from "execa"
|
||||
import { BenchmarkAdapter, Task, VerificationResult } from "./types"
|
||||
|
||||
const EVALS_DIR = path.resolve(__dirname, "../../../")
|
||||
|
||||
/**
|
||||
* Dummy adapter for the SWE-Bench benchmark
|
||||
*/
|
||||
export class SWEBenchAdapter implements BenchmarkAdapter {
|
||||
name = "swe-bench"
|
||||
|
||||
/**
|
||||
* Set up the SWE-Bench benchmark repository (dummy implementation)
|
||||
*/
|
||||
async setup(): Promise<void> {
|
||||
console.log("SWE-Bench dummy setup completed")
|
||||
|
||||
// Create repositories directory if it doesn't exist
|
||||
const repoDir = path.join(EVALS_DIR, "repositories", "swe-bench")
|
||||
if (!fs.existsSync(repoDir)) {
|
||||
fs.mkdirSync(repoDir, { recursive: true })
|
||||
console.log(`Created dummy SWE-Bench directory at ${repoDir}`)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* List all available tasks in the SWE-Bench benchmark (dummy implementation)
|
||||
*/
|
||||
async listTasks(): Promise<Task[]> {
|
||||
return [
|
||||
{
|
||||
id: "swe-bench-task-1",
|
||||
name: "Fix React Component Bug",
|
||||
description: "Fix a bug in a React component where the state is not properly updated.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "swe-bench"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
repository: "facebook/react",
|
||||
issue: "#12345",
|
||||
type: "swe-bench",
|
||||
},
|
||||
},
|
||||
{
|
||||
id: "swe-bench-task-2",
|
||||
name: "Optimize Database Query",
|
||||
description: "Optimize a slow database query in a Django application.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "swe-bench"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
repository: "django/django",
|
||||
issue: "#6789",
|
||||
type: "swe-bench",
|
||||
},
|
||||
},
|
||||
{
|
||||
id: "swe-bench-task-3",
|
||||
name: "Fix Memory Leak",
|
||||
description: "Fix a memory leak in a Node.js application.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "swe-bench"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
repository: "nodejs/node",
|
||||
issue: "#9876",
|
||||
type: "swe-bench",
|
||||
},
|
||||
},
|
||||
]
|
||||
}
|
||||
|
||||
/**
|
||||
* Prepare a specific task for execution (dummy implementation)
|
||||
* @param taskId The ID of the task to prepare
|
||||
*/
|
||||
async prepareTask(taskId: string): Promise<Task> {
|
||||
const tasks = await this.listTasks()
|
||||
const task = tasks.find((t) => t.id === taskId)
|
||||
|
||||
if (!task) {
|
||||
throw new Error(`Task ${taskId} not found`)
|
||||
}
|
||||
|
||||
// Create a dummy workspace for the task
|
||||
const taskDir = path.join(task.workspacePath, taskId)
|
||||
if (!fs.existsSync(taskDir)) {
|
||||
fs.mkdirSync(taskDir, { recursive: true })
|
||||
|
||||
// Create a dummy file for the task
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "README.md"),
|
||||
`# ${task.name}\n\n${task.description}\n\nThis is a dummy task for testing purposes.`,
|
||||
)
|
||||
}
|
||||
|
||||
// Update the task's workspace path to the task-specific directory
|
||||
return {
|
||||
...task,
|
||||
workspacePath: taskDir,
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Verify the result of a task execution (dummy implementation)
|
||||
* @param task The task that was executed
|
||||
* @param result The result of the task execution
|
||||
*/
|
||||
async verifyResult(task: Task, result: any): Promise<VerificationResult> {
|
||||
// Always return success for dummy implementation
|
||||
return {
|
||||
success: true,
|
||||
metrics: {
|
||||
testsPassed: 1,
|
||||
testsFailed: 0,
|
||||
testsTotal: 1,
|
||||
functionalCorrectness: 1.0,
|
||||
performanceImprovement: 0.25, // Dummy metric specific to SWE-Bench
|
||||
codeQuality: 0.9, // Dummy metric specific to SWE-Bench
|
||||
},
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,143 @@
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import execa from "execa"
|
||||
import { BenchmarkAdapter, Task, VerificationResult } from "./types"
|
||||
|
||||
const EVALS_DIR = path.resolve(__dirname, "../../../")
|
||||
|
||||
/**
|
||||
* Dummy adapter for the SWELancer benchmark
|
||||
*/
|
||||
export class SWELancerAdapter implements BenchmarkAdapter {
|
||||
name = "swelancer"
|
||||
|
||||
/**
|
||||
* Set up the SWELancer benchmark repository (dummy implementation)
|
||||
*/
|
||||
async setup(): Promise<void> {
|
||||
console.log("SWELancer dummy setup completed")
|
||||
|
||||
// Create repositories directory if it doesn't exist
|
||||
const repoDir = path.join(EVALS_DIR, "repositories", "swelancer")
|
||||
if (!fs.existsSync(repoDir)) {
|
||||
fs.mkdirSync(repoDir, { recursive: true })
|
||||
console.log(`Created dummy SWELancer directory at ${repoDir}`)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* List all available tasks in the SWELancer benchmark (dummy implementation)
|
||||
*/
|
||||
async listTasks(): Promise<Task[]> {
|
||||
return [
|
||||
{
|
||||
id: "swelancer-task-1",
|
||||
name: "Create Landing Page",
|
||||
description: "Create a responsive landing page for a new product using HTML, CSS, and JavaScript.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "swelancer"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
client: "TechStartup Inc.",
|
||||
difficulty: "medium",
|
||||
type: "swelancer",
|
||||
},
|
||||
},
|
||||
{
|
||||
id: "swelancer-task-2",
|
||||
name: "Build REST API",
|
||||
description: "Create a RESTful API for a blog application using Node.js and Express.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "swelancer"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
client: "BlogCo",
|
||||
difficulty: "hard",
|
||||
type: "swelancer",
|
||||
},
|
||||
},
|
||||
{
|
||||
id: "swelancer-task-3",
|
||||
name: "Fix CSS Layout Issues",
|
||||
description: "Fix layout issues in a responsive website across different screen sizes.",
|
||||
workspacePath: path.join(EVALS_DIR, "repositories", "swelancer"),
|
||||
setupCommands: [],
|
||||
verificationCommands: [],
|
||||
metadata: {
|
||||
client: "DesignAgency",
|
||||
difficulty: "easy",
|
||||
type: "swelancer",
|
||||
},
|
||||
},
|
||||
]
|
||||
}
|
||||
|
||||
/**
|
||||
* Prepare a specific task for execution (dummy implementation)
|
||||
* @param taskId The ID of the task to prepare
|
||||
*/
|
||||
async prepareTask(taskId: string): Promise<Task> {
|
||||
const tasks = await this.listTasks()
|
||||
const task = tasks.find((t) => t.id === taskId)
|
||||
|
||||
if (!task) {
|
||||
throw new Error(`Task ${taskId} not found`)
|
||||
}
|
||||
|
||||
// Create a dummy workspace for the task
|
||||
const taskDir = path.join(task.workspacePath, taskId)
|
||||
if (!fs.existsSync(taskDir)) {
|
||||
fs.mkdirSync(taskDir, { recursive: true })
|
||||
|
||||
// Create a dummy file for the task
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "README.md"),
|
||||
`# ${task.name}\n\n${task.description}\n\nThis is a dummy task for testing purposes.`,
|
||||
)
|
||||
|
||||
// Create additional dummy files based on task type
|
||||
if (task.id === "swelancer-task-1") {
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "index.html"),
|
||||
`<!DOCTYPE html>\n<html>\n<head>\n <title>Landing Page</title>\n</head>\n<body>\n <!-- TODO: Implement landing page -->\n</body>\n</html>`,
|
||||
)
|
||||
} else if (task.id === "swelancer-task-2") {
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "server.js"),
|
||||
`// TODO: Implement REST API\nconsole.log('Server starting...');`,
|
||||
)
|
||||
} else if (task.id === "swelancer-task-3") {
|
||||
fs.writeFileSync(
|
||||
path.join(taskDir, "styles.css"),
|
||||
`/* TODO: Fix layout issues */\nbody {\n margin: 0;\n padding: 0;\n}`,
|
||||
)
|
||||
}
|
||||
}
|
||||
|
||||
// Update the task's workspace path to the task-specific directory
|
||||
return {
|
||||
...task,
|
||||
workspacePath: taskDir,
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Verify the result of a task execution (dummy implementation)
|
||||
* @param task The task that was executed
|
||||
* @param result The result of the task execution
|
||||
*/
|
||||
async verifyResult(task: Task, result: any): Promise<VerificationResult> {
|
||||
// Always return success for dummy implementation
|
||||
return {
|
||||
success: true,
|
||||
metrics: {
|
||||
testsPassed: 1,
|
||||
testsFailed: 0,
|
||||
testsTotal: 1,
|
||||
functionalCorrectness: 1.0,
|
||||
clientSatisfaction: 0.95, // Dummy metric specific to SWELancer
|
||||
timeEfficiency: 0.85, // Dummy metric specific to SWELancer
|
||||
},
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,31 @@
|
||||
/**
|
||||
* Represents a task to be executed
|
||||
*/
|
||||
export interface Task {
|
||||
id: string
|
||||
name: string
|
||||
description: string
|
||||
workspacePath: string
|
||||
setupCommands: string[]
|
||||
verificationCommands: string[]
|
||||
metadata: Record<string, any>
|
||||
}
|
||||
|
||||
/**
|
||||
* Result of verifying a task execution
|
||||
*/
|
||||
export interface VerificationResult {
|
||||
success: boolean
|
||||
metrics: Record<string, any>
|
||||
}
|
||||
|
||||
/**
|
||||
* Interface for benchmark adapters
|
||||
*/
|
||||
export interface BenchmarkAdapter {
|
||||
name: string
|
||||
setup(): Promise<void>
|
||||
listTasks(): Promise<Task[]>
|
||||
prepareTask(taskId: string): Promise<Task>
|
||||
verifyResult(task: Task, result: any): Promise<VerificationResult>
|
||||
}
|
||||
@@ -0,0 +1,53 @@
|
||||
import * as path from "path"
|
||||
import chalk from "chalk"
|
||||
import { createEvalsEnvFile, removeEvalsEnvFile, checkEvalsEnvFile } from "../utils/evals-env"
|
||||
|
||||
interface EvalsEnvOptions {
|
||||
action: "create" | "remove" | "check"
|
||||
directory?: string
|
||||
}
|
||||
|
||||
/**
|
||||
* Handler for the evals-env command
|
||||
* @param options Command options
|
||||
*/
|
||||
export async function evalsEnvHandler(options: EvalsEnvOptions): Promise<void> {
|
||||
// Determine the directory to use - default to repository root instead of current directory
|
||||
const currentDir = process.cwd()
|
||||
const repoRoot = path.resolve(currentDir, "..", "..") // Navigate up from evals/cli to root
|
||||
const directory = options.directory || repoRoot
|
||||
|
||||
console.log(chalk.blue(`Working with directory: ${directory}`))
|
||||
|
||||
// Perform the requested action
|
||||
switch (options.action) {
|
||||
case "create":
|
||||
console.log(chalk.blue("Creating evals.env file..."))
|
||||
createEvalsEnvFile(directory)
|
||||
console.log(chalk.green("The Cline extension should now detect this file and enter test mode."))
|
||||
console.log(chalk.yellow("Note: You may need to reload VSCode for the changes to take effect."))
|
||||
break
|
||||
|
||||
case "remove":
|
||||
console.log(chalk.blue("Removing evals.env file..."))
|
||||
removeEvalsEnvFile(directory)
|
||||
console.log(chalk.green("The Cline extension should now exit test mode."))
|
||||
console.log(chalk.yellow("Note: You may need to reload VSCode for the changes to take effect."))
|
||||
break
|
||||
|
||||
case "check":
|
||||
console.log(chalk.blue("Checking for evals.env file..."))
|
||||
const exists = checkEvalsEnvFile(directory)
|
||||
if (exists) {
|
||||
console.log(chalk.green("The Cline extension should be in test mode."))
|
||||
} else {
|
||||
console.log(chalk.yellow("The Cline extension should not be in test mode."))
|
||||
}
|
||||
break
|
||||
|
||||
default:
|
||||
console.error(chalk.red(`Unknown action: ${options.action}`))
|
||||
console.log(chalk.yellow("Valid actions are: create, remove, check"))
|
||||
break
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,237 @@
|
||||
import * as fs from "fs"
|
||||
import * as path from "path"
|
||||
import chalk from "chalk"
|
||||
import ora from "ora"
|
||||
import { ResultsDatabase } from "../db"
|
||||
import { generateMarkdownReport } from "../utils/markdown"
|
||||
|
||||
interface ReportOptions {
|
||||
format?: "json" | "markdown"
|
||||
output?: string
|
||||
}
|
||||
|
||||
/**
|
||||
* Handler for the report command
|
||||
* @param options Command options
|
||||
*/
|
||||
export async function reportHandler(options: ReportOptions): Promise<void> {
|
||||
const format = options.format || "markdown"
|
||||
const db = new ResultsDatabase()
|
||||
|
||||
try {
|
||||
const spinner = ora("Generating report...").start()
|
||||
|
||||
// Get all runs
|
||||
const runs = db.getRuns()
|
||||
|
||||
console.log(chalk.blue(`Found ${runs.length} evaluation runs`))
|
||||
|
||||
if (runs.length === 0) {
|
||||
spinner.fail("No evaluation runs found")
|
||||
return
|
||||
}
|
||||
|
||||
// Generate summary report
|
||||
const summary = {
|
||||
runs: runs.length,
|
||||
models: [...new Set(runs.map((run) => run.model))],
|
||||
benchmarks: [...new Set(runs.map((run) => run.benchmark))],
|
||||
tasks: 0,
|
||||
successRate: 0,
|
||||
averageTokens: 0,
|
||||
averageCost: 0,
|
||||
averageDuration: 0,
|
||||
totalToolCalls: 0,
|
||||
totalToolFailures: 0,
|
||||
toolSuccessRate: 0,
|
||||
toolUsage: {} as Record<string, { calls: number; failures: number }>,
|
||||
}
|
||||
|
||||
let totalTasks = 0
|
||||
let successfulTasks = 0
|
||||
let totalTokens = 0
|
||||
let totalCost = 0
|
||||
let totalDuration = 0
|
||||
let totalToolCalls = 0
|
||||
let totalToolFailures = 0
|
||||
|
||||
for (const run of runs) {
|
||||
const tasks = db.getRunTasks(run.id)
|
||||
totalTasks += tasks.length
|
||||
|
||||
for (const task of tasks) {
|
||||
if (task.success) {
|
||||
successfulTasks++
|
||||
}
|
||||
|
||||
const metrics = db.getTaskMetrics(task.id)
|
||||
|
||||
const tokensIn = metrics.find((m) => m.name === "tokensIn")?.value || 0
|
||||
const tokensOut = metrics.find((m) => m.name === "tokensOut")?.value || 0
|
||||
totalTokens += tokensIn + tokensOut
|
||||
|
||||
totalCost += metrics.find((m) => m.name === "cost")?.value || 0
|
||||
totalDuration += metrics.find((m) => m.name === "duration")?.value || 0
|
||||
|
||||
// Collect tool call metrics
|
||||
totalToolCalls += task.total_tool_calls || 0
|
||||
totalToolFailures += task.total_tool_failures || 0
|
||||
|
||||
// Get detailed tool usage
|
||||
const toolCalls = db.getTaskToolCalls(task.id)
|
||||
|
||||
for (const toolCall of toolCalls) {
|
||||
if (!summary.toolUsage[toolCall.tool_name]) {
|
||||
summary.toolUsage[toolCall.tool_name] = {
|
||||
calls: 0,
|
||||
failures: 0,
|
||||
}
|
||||
}
|
||||
|
||||
summary.toolUsage[toolCall.tool_name].calls += toolCall.call_count
|
||||
summary.toolUsage[toolCall.tool_name].failures += toolCall.failure_count
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Calculate tool success rate
|
||||
summary.totalToolCalls = totalToolCalls
|
||||
summary.totalToolFailures = totalToolFailures
|
||||
summary.toolSuccessRate = totalToolCalls > 0 ? 1 - totalToolFailures / totalToolCalls : 1.0
|
||||
|
||||
summary.tasks = totalTasks
|
||||
summary.successRate = totalTasks > 0 ? successfulTasks / totalTasks : 0
|
||||
summary.averageTokens = totalTasks > 0 ? totalTokens / totalTasks : 0
|
||||
summary.averageCost = totalTasks > 0 ? totalCost / totalTasks : 0
|
||||
summary.averageDuration = totalTasks > 0 ? totalDuration / totalTasks : 0
|
||||
|
||||
// Generate benchmark-specific reports
|
||||
const benchmarkReports: Record<string, any> = {}
|
||||
|
||||
for (const benchmark of summary.benchmarks) {
|
||||
const benchmarkRuns = runs.filter((run) => run.benchmark === benchmark)
|
||||
const benchmarkSummary = {
|
||||
runs: benchmarkRuns.length,
|
||||
models: [...new Set(benchmarkRuns.map((run) => run.model))],
|
||||
tasks: 0,
|
||||
successRate: 0,
|
||||
averageTokens: 0,
|
||||
averageCost: 0,
|
||||
averageDuration: 0,
|
||||
}
|
||||
|
||||
let benchmarkTasks = 0
|
||||
let benchmarkSuccessfulTasks = 0
|
||||
let benchmarkTotalTokens = 0
|
||||
let benchmarkTotalCost = 0
|
||||
let benchmarkTotalDuration = 0
|
||||
|
||||
for (const run of benchmarkRuns) {
|
||||
const tasks = db.getRunTasks(run.id)
|
||||
benchmarkTasks += tasks.length
|
||||
|
||||
for (const task of tasks) {
|
||||
if (task.success) {
|
||||
benchmarkSuccessfulTasks++
|
||||
}
|
||||
|
||||
const metrics = db.getTaskMetrics(task.id)
|
||||
|
||||
const tokensIn = metrics.find((m) => m.name === "tokensIn")?.value || 0
|
||||
const tokensOut = metrics.find((m) => m.name === "tokensOut")?.value || 0
|
||||
benchmarkTotalTokens += tokensIn + tokensOut
|
||||
|
||||
benchmarkTotalCost += metrics.find((m) => m.name === "cost")?.value || 0
|
||||
benchmarkTotalDuration += metrics.find((m) => m.name === "duration")?.value || 0
|
||||
}
|
||||
}
|
||||
|
||||
benchmarkSummary.tasks = benchmarkTasks
|
||||
benchmarkSummary.successRate = benchmarkTasks > 0 ? benchmarkSuccessfulTasks / benchmarkTasks : 0
|
||||
benchmarkSummary.averageTokens = benchmarkTasks > 0 ? benchmarkTotalTokens / benchmarkTasks : 0
|
||||
benchmarkSummary.averageCost = benchmarkTasks > 0 ? benchmarkTotalCost / benchmarkTasks : 0
|
||||
benchmarkSummary.averageDuration = benchmarkTasks > 0 ? benchmarkTotalDuration / benchmarkTasks : 0
|
||||
|
||||
benchmarkReports[benchmark] = benchmarkSummary
|
||||
}
|
||||
|
||||
// Generate model-specific reports
|
||||
const modelReports: Record<string, any> = {}
|
||||
|
||||
for (const model of summary.models) {
|
||||
const modelRuns = runs.filter((run) => run.model === model)
|
||||
const modelSummary = {
|
||||
runs: modelRuns.length,
|
||||
benchmarks: [...new Set(modelRuns.map((run) => run.benchmark))],
|
||||
tasks: 0,
|
||||
successRate: 0,
|
||||
averageTokens: 0,
|
||||
averageCost: 0,
|
||||
averageDuration: 0,
|
||||
}
|
||||
|
||||
let modelTasks = 0
|
||||
let modelSuccessfulTasks = 0
|
||||
let modelTotalTokens = 0
|
||||
let modelTotalCost = 0
|
||||
let modelTotalDuration = 0
|
||||
|
||||
for (const run of modelRuns) {
|
||||
const tasks = db.getRunTasks(run.id)
|
||||
modelTasks += tasks.length
|
||||
|
||||
for (const task of tasks) {
|
||||
if (task.success) {
|
||||
modelSuccessfulTasks++
|
||||
}
|
||||
|
||||
const metrics = db.getTaskMetrics(task.id)
|
||||
|
||||
const tokensIn = metrics.find((m) => m.name === "tokensIn")?.value || 0
|
||||
const tokensOut = metrics.find((m) => m.name === "tokensOut")?.value || 0
|
||||
modelTotalTokens += tokensIn + tokensOut
|
||||
|
||||
modelTotalCost += metrics.find((m) => m.name === "cost")?.value || 0
|
||||
modelTotalDuration += metrics.find((m) => m.name === "duration")?.value || 0
|
||||
}
|
||||
}
|
||||
|
||||
modelSummary.tasks = modelTasks
|
||||
modelSummary.successRate = modelTasks > 0 ? modelSuccessfulTasks / modelTasks : 0
|
||||
modelSummary.averageTokens = modelTasks > 0 ? modelTotalTokens / modelTasks : 0
|
||||
modelSummary.averageCost = modelTasks > 0 ? modelTotalCost / modelTasks : 0
|
||||
modelSummary.averageDuration = modelTasks > 0 ? modelTotalDuration / modelTasks : 0
|
||||
|
||||
modelReports[model] = modelSummary
|
||||
}
|
||||
|
||||
// Save reports
|
||||
const reportDir = path.join(path.resolve(__dirname, "../../../"), "results", "reports")
|
||||
fs.mkdirSync(reportDir, { recursive: true })
|
||||
|
||||
const timestamp = new Date().toISOString().replace(/:/g, "-")
|
||||
|
||||
if (format === "json") {
|
||||
// Save JSON reports
|
||||
fs.writeFileSync(path.join(reportDir, `summary-${timestamp}.json`), JSON.stringify(summary, null, 2))
|
||||
|
||||
fs.writeFileSync(path.join(reportDir, `benchmarks-${timestamp}.json`), JSON.stringify(benchmarkReports, null, 2))
|
||||
|
||||
fs.writeFileSync(path.join(reportDir, `models-${timestamp}.json`), JSON.stringify(modelReports, null, 2))
|
||||
|
||||
spinner.succeed(`JSON reports generated in ${reportDir}`)
|
||||
} else {
|
||||
// Generate markdown report
|
||||
const outputPath = options.output || path.join(reportDir, `report-${timestamp}.md`)
|
||||
|
||||
generateMarkdownReport(summary, benchmarkReports, modelReports, outputPath)
|
||||
|
||||
spinner.succeed(`Markdown report generated at ${outputPath}`)
|
||||
}
|
||||
} catch (error: any) {
|
||||
console.error(chalk.red(`Error generating report: ${error.message}`))
|
||||
console.error(error.stack)
|
||||
} finally {
|
||||
db.close()
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,133 @@
|
||||
import * as path from "path"
|
||||
import { v4 as uuidv4 } from "uuid"
|
||||
import chalk from "chalk"
|
||||
import ora from "ora"
|
||||
import { getAdapter } from "../adapters"
|
||||
import { ResultsDatabase } from "../db"
|
||||
import { spawnVSCode, cleanupVSCode } from "../utils/vscode"
|
||||
import { sendTaskToServer } from "../utils/task"
|
||||
import { storeTaskResult } from "../utils/results"
|
||||
|
||||
interface RunOptions {
|
||||
benchmark?: string
|
||||
model: string
|
||||
count?: number
|
||||
apiKey?: string
|
||||
}
|
||||
|
||||
/**
|
||||
* Handler for the run command
|
||||
* @param options Command options
|
||||
*/
|
||||
export async function runHandler(options: RunOptions): Promise<void> {
|
||||
// Determine which benchmarks to run
|
||||
const benchmarks = options.benchmark ? [options.benchmark] : ["exercism"] // Default to exercism for now
|
||||
const model = options.model
|
||||
const count = options.count || Infinity
|
||||
|
||||
console.log(chalk.blue(`Running evaluations for model: ${model}`))
|
||||
console.log(chalk.blue(`Benchmarks: ${benchmarks.join(", ")}`))
|
||||
|
||||
// Create a run for each benchmark
|
||||
for (const benchmark of benchmarks) {
|
||||
const runId = uuidv4()
|
||||
const db = new ResultsDatabase()
|
||||
|
||||
console.log(chalk.green(`\nStarting run for benchmark: ${benchmark}`))
|
||||
|
||||
// Create run in database
|
||||
db.createRun(runId, model, benchmark)
|
||||
|
||||
// Get adapter for this benchmark
|
||||
try {
|
||||
const adapter = getAdapter(benchmark)
|
||||
|
||||
// List tasks
|
||||
const spinner = ora("Listing tasks...").start()
|
||||
const tasks = await adapter.listTasks()
|
||||
spinner.succeed(`Found ${tasks.length} tasks for ${benchmark}`)
|
||||
|
||||
// Limit number of tasks if specified
|
||||
const tasksToRun = tasks.slice(0, count)
|
||||
|
||||
console.log(chalk.blue(`Running ${tasksToRun.length} tasks...`))
|
||||
|
||||
// Run each task
|
||||
for (let i = 0; i < tasksToRun.length; i++) {
|
||||
const task = tasksToRun[i]
|
||||
|
||||
console.log(chalk.cyan(`\nTask ${i + 1}/${tasksToRun.length}: ${task.name}`))
|
||||
|
||||
// Prepare task
|
||||
const prepareSpinner = ora("Preparing task...").start()
|
||||
const preparedTask = await adapter.prepareTask(task.id)
|
||||
prepareSpinner.succeed("Task prepared")
|
||||
|
||||
// Spawn VSCode
|
||||
console.log("Spawning VSCode...")
|
||||
await spawnVSCode(preparedTask.workspacePath)
|
||||
|
||||
// Send task to server
|
||||
const sendSpinner = ora("Sending task to server...").start()
|
||||
try {
|
||||
const result = await sendTaskToServer(preparedTask.description, options.apiKey)
|
||||
sendSpinner.succeed("Task completed")
|
||||
|
||||
// Verify result
|
||||
const verifySpinner = ora("Verifying result...").start()
|
||||
const verification = await adapter.verifyResult(preparedTask, result)
|
||||
|
||||
if (verification.success) {
|
||||
verifySpinner.succeed(
|
||||
`Verification successful: ${verification.metrics.testsPassed}/${verification.metrics.testsTotal} tests passed`,
|
||||
)
|
||||
} else {
|
||||
verifySpinner.fail(
|
||||
`Verification failed: ${verification.metrics.testsPassed}/${verification.metrics.testsTotal} tests passed`,
|
||||
)
|
||||
}
|
||||
|
||||
// Store result
|
||||
const storeSpinner = ora("Storing result...").start()
|
||||
await storeTaskResult(runId, preparedTask, result, verification)
|
||||
storeSpinner.succeed("Result stored")
|
||||
|
||||
console.log(chalk.green(`Task completed. Success: ${verification.success}`))
|
||||
|
||||
// Clean up VS Code and temporary files
|
||||
const cleanupSpinner = ora("Cleaning up...").start()
|
||||
try {
|
||||
await cleanupVSCode(preparedTask.workspacePath)
|
||||
cleanupSpinner.succeed("Cleanup completed")
|
||||
} catch (cleanupError: any) {
|
||||
cleanupSpinner.fail(`Cleanup failed: ${cleanupError.message}`)
|
||||
console.error(chalk.yellow(cleanupError.stack))
|
||||
}
|
||||
} catch (error: any) {
|
||||
sendSpinner.fail(`Task failed: ${error.message}`)
|
||||
console.error(chalk.red(error.stack))
|
||||
|
||||
// Clean up VS Code and temporary files even if the task failed
|
||||
const cleanupSpinner = ora("Cleaning up...").start()
|
||||
try {
|
||||
await cleanupVSCode(preparedTask.workspacePath)
|
||||
cleanupSpinner.succeed("Cleanup completed")
|
||||
} catch (cleanupError: any) {
|
||||
cleanupSpinner.fail(`Cleanup failed: ${cleanupError.message}`)
|
||||
console.error(chalk.yellow(cleanupError.stack))
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Mark run as complete
|
||||
db.completeRun(runId)
|
||||
|
||||
console.log(chalk.green(`\nRun complete for benchmark: ${benchmark}`))
|
||||
} catch (error: any) {
|
||||
console.error(chalk.red(`Error running benchmark ${benchmark}: ${error.message}`))
|
||||
console.error(error.stack)
|
||||
}
|
||||
}
|
||||
|
||||
console.log(chalk.green("\nAll evaluations complete"))
|
||||
}
|
||||
@@ -0,0 +1,72 @@
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import execa from "execa"
|
||||
import chalk from "chalk"
|
||||
import ora from "ora"
|
||||
import { getAllAdapters } from "../adapters/index"
|
||||
import { BenchmarkAdapter } from "../adapters/types"
|
||||
|
||||
interface SetupOptions {
|
||||
benchmarks: string
|
||||
}
|
||||
|
||||
/**
|
||||
* Handler for the setup command
|
||||
* @param options Command options
|
||||
*/
|
||||
export async function setupHandler(options: SetupOptions): Promise<void> {
|
||||
const benchmarks = options.benchmarks.split(",")
|
||||
|
||||
console.log(chalk.blue(`Setting up benchmarks: ${benchmarks.join(", ")}`))
|
||||
|
||||
// Create directories
|
||||
const evalsDir = path.resolve(__dirname, "../../../")
|
||||
const reposDir = path.join(evalsDir, "repositories")
|
||||
const resultsDir = path.join(evalsDir, "results")
|
||||
|
||||
const spinner = ora("Creating directory structure").start()
|
||||
|
||||
try {
|
||||
fs.mkdirSync(reposDir, { recursive: true })
|
||||
fs.mkdirSync(resultsDir, { recursive: true })
|
||||
fs.mkdirSync(path.join(resultsDir, "runs"), { recursive: true })
|
||||
fs.mkdirSync(path.join(resultsDir, "reports"), { recursive: true })
|
||||
spinner.succeed("Directory structure created")
|
||||
} catch (error) {
|
||||
spinner.fail(`Failed to create directory structure: ${(error as Error).message}`)
|
||||
throw error
|
||||
}
|
||||
|
||||
// Set up each benchmark
|
||||
try {
|
||||
const adapters = getAllAdapters().filter((adapter: BenchmarkAdapter) => benchmarks.includes(adapter.name))
|
||||
|
||||
if (adapters.length === 0) {
|
||||
console.warn(chalk.yellow("No valid benchmarks specified. Available benchmarks:"))
|
||||
console.warn(
|
||||
chalk.yellow(
|
||||
getAllAdapters()
|
||||
.map((a: BenchmarkAdapter) => a.name)
|
||||
.join(", "),
|
||||
),
|
||||
)
|
||||
return
|
||||
}
|
||||
|
||||
for (const adapter of adapters) {
|
||||
const setupSpinner = ora(`Setting up ${adapter.name}...`).start()
|
||||
try {
|
||||
await adapter.setup()
|
||||
setupSpinner.succeed(`${adapter.name} setup complete`)
|
||||
} catch (error) {
|
||||
setupSpinner.fail(`Failed to set up ${adapter.name}: ${(error as Error).message}`)
|
||||
throw error
|
||||
}
|
||||
}
|
||||
|
||||
console.log(chalk.green("Setup complete"))
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Setup failed: ${(error as Error).message}`))
|
||||
throw error
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,211 @@
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import Database from "better-sqlite3"
|
||||
import { SCHEMA } from "./schema"
|
||||
|
||||
const EVALS_DIR = path.resolve(__dirname, "../../../")
|
||||
|
||||
/**
|
||||
* Database class for storing evaluation results
|
||||
*/
|
||||
export class ResultsDatabase {
|
||||
db: Database.Database
|
||||
|
||||
constructor() {
|
||||
// Ensure results directory exists
|
||||
const resultsDir = path.join(EVALS_DIR, "results")
|
||||
fs.mkdirSync(resultsDir, { recursive: true })
|
||||
|
||||
// Create database file
|
||||
const dbPath = path.join(resultsDir, "evals.db")
|
||||
this.db = new Database(dbPath)
|
||||
|
||||
// Initialize schema
|
||||
this.initSchema()
|
||||
}
|
||||
|
||||
/**
|
||||
* Initialize the database schema
|
||||
*/
|
||||
private initSchema(): void {
|
||||
this.db.exec(SCHEMA)
|
||||
}
|
||||
|
||||
/**
|
||||
* Create a new evaluation run
|
||||
* @param id Run ID
|
||||
* @param model Model name
|
||||
* @param benchmark Benchmark name
|
||||
*/
|
||||
createRun(id: string, model: string, benchmark: string): void {
|
||||
const stmt = this.db.prepare(`
|
||||
INSERT INTO runs (id, timestamp, model, benchmark)
|
||||
VALUES (?, ?, ?, ?)
|
||||
`)
|
||||
|
||||
stmt.run(id, Date.now(), model, benchmark)
|
||||
}
|
||||
|
||||
/**
|
||||
* Mark a run as completed
|
||||
* @param id Run ID
|
||||
*/
|
||||
completeRun(id: string): void {
|
||||
const stmt = this.db.prepare(`
|
||||
UPDATE runs SET completed = 1 WHERE id = ?
|
||||
`)
|
||||
|
||||
stmt.run(id)
|
||||
}
|
||||
|
||||
/**
|
||||
* Create a new task
|
||||
* @param id Task ID
|
||||
* @param runId Run ID
|
||||
* @param taskId Original task ID
|
||||
*/
|
||||
createTask(id: string, runId: string, taskId: string): void {
|
||||
const stmt = this.db.prepare(`
|
||||
INSERT INTO tasks (id, run_id, task_id, timestamp)
|
||||
VALUES (?, ?, ?, ?)
|
||||
`)
|
||||
|
||||
stmt.run(id, runId, taskId, Date.now())
|
||||
}
|
||||
|
||||
/**
|
||||
* Mark a task as completed
|
||||
* @param id Task ID
|
||||
* @param success Whether the task was successful
|
||||
* @param toolCalls Total tool calls
|
||||
* @param toolFailures Total tool failures
|
||||
*/
|
||||
completeTask(id: string, success: boolean, toolCalls: number = 0, toolFailures: number = 0): void {
|
||||
const stmt = this.db.prepare(`
|
||||
UPDATE tasks
|
||||
SET success = ?, total_tool_calls = ?, total_tool_failures = ?
|
||||
WHERE id = ?
|
||||
`)
|
||||
|
||||
stmt.run(success ? 1 : 0, toolCalls, toolFailures, id)
|
||||
}
|
||||
|
||||
/**
|
||||
* Add a metric to a task
|
||||
* @param taskId Task ID
|
||||
* @param name Metric name
|
||||
* @param value Metric value
|
||||
*/
|
||||
addMetric(taskId: string, name: string, value: number): void {
|
||||
const stmt = this.db.prepare(`
|
||||
INSERT INTO metrics (task_id, name, value)
|
||||
VALUES (?, ?, ?)
|
||||
`)
|
||||
|
||||
stmt.run(taskId, name, value)
|
||||
}
|
||||
|
||||
/**
|
||||
* Add a tool call record
|
||||
* @param taskId Task ID
|
||||
* @param toolName Tool name
|
||||
* @param callCount Number of calls
|
||||
* @param failureCount Number of failures
|
||||
*/
|
||||
addToolCall(taskId: string, toolName: string, callCount: number, failureCount: number): void {
|
||||
const stmt = this.db.prepare(`
|
||||
INSERT INTO tool_calls (task_id, tool_name, call_count, failure_count)
|
||||
VALUES (?, ?, ?, ?)
|
||||
`)
|
||||
|
||||
stmt.run(taskId, toolName, callCount, failureCount)
|
||||
}
|
||||
|
||||
/**
|
||||
* Add a file record
|
||||
* @param taskId Task ID
|
||||
* @param filePath File path
|
||||
* @param status File status (created, modified, deleted)
|
||||
*/
|
||||
addFile(taskId: string, filePath: string, status: "created" | "modified" | "deleted"): void {
|
||||
const stmt = this.db.prepare(`
|
||||
INSERT INTO files (task_id, path, status)
|
||||
VALUES (?, ?, ?)
|
||||
`)
|
||||
|
||||
stmt.run(taskId, filePath, status)
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all runs
|
||||
* @returns Array of runs
|
||||
*/
|
||||
getRuns(): any[] {
|
||||
const stmt = this.db.prepare(`
|
||||
SELECT * FROM runs ORDER BY timestamp DESC
|
||||
`)
|
||||
|
||||
return stmt.all()
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all tasks for a run
|
||||
* @param runId Run ID
|
||||
* @returns Array of tasks
|
||||
*/
|
||||
getRunTasks(runId: string): any[] {
|
||||
const stmt = this.db.prepare(`
|
||||
SELECT * FROM tasks WHERE run_id = ? ORDER BY timestamp ASC
|
||||
`)
|
||||
|
||||
return stmt.all(runId)
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all metrics for a task
|
||||
* @param taskId Task ID
|
||||
* @returns Array of metrics
|
||||
*/
|
||||
getTaskMetrics(taskId: string): any[] {
|
||||
const stmt = this.db.prepare(`
|
||||
SELECT name, value FROM metrics WHERE task_id = ?
|
||||
`)
|
||||
|
||||
return stmt.all(taskId)
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all tool calls for a task
|
||||
* @param taskId Task ID
|
||||
* @returns Array of tool calls
|
||||
*/
|
||||
getTaskToolCalls(taskId: string): any[] {
|
||||
const stmt = this.db.prepare(`
|
||||
SELECT tool_name, call_count, failure_count
|
||||
FROM tool_calls
|
||||
WHERE task_id = ?
|
||||
`)
|
||||
|
||||
return stmt.all(taskId)
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all files for a task
|
||||
* @param taskId Task ID
|
||||
* @returns Array of files
|
||||
*/
|
||||
getTaskFiles(taskId: string): any[] {
|
||||
const stmt = this.db.prepare(`
|
||||
SELECT path, status FROM files WHERE task_id = ?
|
||||
`)
|
||||
|
||||
return stmt.all(taskId)
|
||||
}
|
||||
|
||||
/**
|
||||
* Close the database connection
|
||||
*/
|
||||
close(): void {
|
||||
this.db.close()
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,48 @@
|
||||
/**
|
||||
* SQL schema for the evaluation database
|
||||
*/
|
||||
export const SCHEMA = `
|
||||
CREATE TABLE IF NOT EXISTS runs (
|
||||
id TEXT PRIMARY KEY,
|
||||
timestamp INTEGER NOT NULL,
|
||||
model TEXT NOT NULL,
|
||||
benchmark TEXT NOT NULL,
|
||||
completed INTEGER NOT NULL DEFAULT 0
|
||||
);
|
||||
|
||||
CREATE TABLE IF NOT EXISTS tasks (
|
||||
id TEXT PRIMARY KEY,
|
||||
run_id TEXT NOT NULL,
|
||||
task_id TEXT NOT NULL,
|
||||
timestamp INTEGER NOT NULL,
|
||||
success INTEGER NOT NULL DEFAULT 0,
|
||||
total_tool_calls INTEGER DEFAULT 0,
|
||||
total_tool_failures INTEGER DEFAULT 0,
|
||||
FOREIGN KEY (run_id) REFERENCES runs(id)
|
||||
);
|
||||
|
||||
CREATE TABLE IF NOT EXISTS metrics (
|
||||
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
||||
task_id TEXT NOT NULL,
|
||||
name TEXT NOT NULL,
|
||||
value REAL NOT NULL,
|
||||
FOREIGN KEY (task_id) REFERENCES tasks(id)
|
||||
);
|
||||
|
||||
CREATE TABLE IF NOT EXISTS tool_calls (
|
||||
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
||||
task_id TEXT NOT NULL,
|
||||
tool_name TEXT NOT NULL,
|
||||
call_count INTEGER NOT NULL,
|
||||
failure_count INTEGER NOT NULL,
|
||||
FOREIGN KEY (task_id) REFERENCES tasks(id)
|
||||
);
|
||||
|
||||
CREATE TABLE IF NOT EXISTS files (
|
||||
id INTEGER PRIMARY KEY AUTOINCREMENT,
|
||||
task_id TEXT NOT NULL,
|
||||
path TEXT NOT NULL,
|
||||
status TEXT NOT NULL,
|
||||
FOREIGN KEY (task_id) REFERENCES tasks(id)
|
||||
);
|
||||
`
|
||||
@@ -0,0 +1,86 @@
|
||||
#!/usr/bin/env node
|
||||
import { Command } from "commander"
|
||||
import chalk from "chalk"
|
||||
import { setupHandler } from "./commands/setup"
|
||||
import { runHandler } from "./commands/run"
|
||||
import { reportHandler } from "./commands/report"
|
||||
import { evalsEnvHandler } from "./commands/evals-env"
|
||||
|
||||
// Create the CLI program
|
||||
const program = new Command()
|
||||
|
||||
// Set up CLI metadata
|
||||
program.name("cline-eval").description("CLI tool for orchestrating Cline evaluations across multiple benchmarks").version("0.1.0")
|
||||
|
||||
// Setup command
|
||||
program
|
||||
.command("setup")
|
||||
.description("Clone and set up benchmark repositories")
|
||||
.option(
|
||||
"-b, --benchmarks <benchmarks>",
|
||||
"Comma-separated list of benchmarks to set up",
|
||||
"exercism,swe-bench,swelancer,multi-swe",
|
||||
)
|
||||
.action(async (options) => {
|
||||
try {
|
||||
await setupHandler(options)
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Error during setup: ${error instanceof Error ? error.message : String(error)}`))
|
||||
process.exit(1)
|
||||
}
|
||||
})
|
||||
|
||||
// Run command
|
||||
program
|
||||
.command("run")
|
||||
.description("Run evaluations")
|
||||
.option("-b, --benchmark <benchmark>", "Specific benchmark to run")
|
||||
.option("-m, --model <model>", "Model to evaluate", "claude-3-opus-20240229")
|
||||
.option("-c, --count <count>", "Number of tasks to run", parseInt)
|
||||
.option("-k, --api-key <apiKey>", "Cline API key to use for evaluations")
|
||||
.action(async (options) => {
|
||||
try {
|
||||
await runHandler(options)
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Error during run: ${error instanceof Error ? error.message : String(error)}`))
|
||||
process.exit(1)
|
||||
}
|
||||
})
|
||||
|
||||
// Report command
|
||||
program
|
||||
.command("report")
|
||||
.description("Generate reports")
|
||||
.option("-f, --format <format>", "Report format (json, markdown)", "markdown")
|
||||
.option("-o, --output <path>", "Output path for the report")
|
||||
.action(async (options) => {
|
||||
try {
|
||||
await reportHandler(options)
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Error generating report: ${error instanceof Error ? error.message : String(error)}`))
|
||||
process.exit(1)
|
||||
}
|
||||
})
|
||||
|
||||
// Evals-env command
|
||||
program
|
||||
.command("evals-env")
|
||||
.description("Manage evals.env files for test mode activation")
|
||||
.argument("<action>", "Action to perform: create, remove, or check")
|
||||
.option("-d, --directory <directory>", "Directory to create/remove/check evals.env file in (defaults to current directory)")
|
||||
.action(async (action, options) => {
|
||||
try {
|
||||
await evalsEnvHandler({ action, ...options })
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Error managing evals.env file: ${error instanceof Error ? error.message : String(error)}`))
|
||||
process.exit(1)
|
||||
}
|
||||
})
|
||||
|
||||
// Parse command line arguments
|
||||
program.parse(process.argv)
|
||||
|
||||
// If no arguments provided, show help
|
||||
if (process.argv.length === 2) {
|
||||
program.help()
|
||||
}
|
||||
@@ -0,0 +1,79 @@
|
||||
import * as fs from "fs"
|
||||
import * as path from "path"
|
||||
import chalk from "chalk"
|
||||
|
||||
/**
|
||||
* Creates an evals.env file in the specified directory
|
||||
* @param directory The directory where the evals.env file should be created
|
||||
* @returns True if the file was created, false if it already exists
|
||||
*/
|
||||
export function createEvalsEnvFile(directory: string): boolean {
|
||||
const evalsEnvPath = path.join(directory, "evals.env")
|
||||
|
||||
// Check if the file already exists
|
||||
if (fs.existsSync(evalsEnvPath)) {
|
||||
console.log(chalk.yellow(`evals.env file already exists at ${evalsEnvPath}`))
|
||||
return false
|
||||
}
|
||||
|
||||
// Create the file
|
||||
try {
|
||||
const content = `# This file activates Cline test mode
|
||||
# Created at: ${new Date().toISOString()}
|
||||
#
|
||||
# This file is automatically detected by the Cline extension
|
||||
# and enables test mode for automated evaluations.
|
||||
#
|
||||
# Delete this file to deactivate test mode.
|
||||
`
|
||||
fs.writeFileSync(evalsEnvPath, content)
|
||||
console.log(chalk.green(`Created evals.env file at ${evalsEnvPath}`))
|
||||
return true
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Error creating evals.env file: ${error}`))
|
||||
return false
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Removes an evals.env file from the specified directory
|
||||
* @param directory The directory where the evals.env file should be removed
|
||||
* @returns True if the file was removed, false if it doesn't exist
|
||||
*/
|
||||
export function removeEvalsEnvFile(directory: string): boolean {
|
||||
const evalsEnvPath = path.join(directory, "evals.env")
|
||||
|
||||
// Check if the file exists
|
||||
if (!fs.existsSync(evalsEnvPath)) {
|
||||
console.log(chalk.yellow(`No evals.env file found at ${evalsEnvPath}`))
|
||||
return false
|
||||
}
|
||||
|
||||
// Remove the file
|
||||
try {
|
||||
fs.unlinkSync(evalsEnvPath)
|
||||
console.log(chalk.green(`Removed evals.env file from ${evalsEnvPath}`))
|
||||
return true
|
||||
} catch (error) {
|
||||
console.error(chalk.red(`Error removing evals.env file: ${error}`))
|
||||
return false
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Checks if an evals.env file exists in the specified directory
|
||||
* @param directory The directory to check for an evals.env file
|
||||
* @returns True if the file exists, false otherwise
|
||||
*/
|
||||
export function checkEvalsEnvFile(directory: string): boolean {
|
||||
const evalsEnvPath = path.join(directory, "evals.env")
|
||||
const exists = fs.existsSync(evalsEnvPath)
|
||||
|
||||
if (exists) {
|
||||
console.log(chalk.green(`evals.env file found at ${evalsEnvPath}`))
|
||||
} else {
|
||||
console.log(chalk.yellow(`No evals.env file found at ${evalsEnvPath}`))
|
||||
}
|
||||
|
||||
return exists
|
||||
}
|
||||
@@ -0,0 +1,131 @@
|
||||
import execa from "execa"
|
||||
import * as fs from "fs"
|
||||
import * as path from "path"
|
||||
import * as os from "os"
|
||||
|
||||
/**
|
||||
* List of VSCode extensions to install for evaluation environments
|
||||
* These extensions provide language support and other useful features
|
||||
*/
|
||||
export const REQUIRED_EXTENSIONS = [
|
||||
"golang.go", // Go language support
|
||||
"dbaeumer.vscode-eslint", // ESLint support
|
||||
"redhat.java", // Java support
|
||||
"ms-python.python", // Python support
|
||||
"rust-lang.rust-analyzer", // Rust support
|
||||
"ms-vscode.cpptools", // C/C++ support
|
||||
]
|
||||
|
||||
/**
|
||||
* Install required VSCode extensions in the specified extensions directory
|
||||
* @param extensionsDir The directory where extensions should be installed
|
||||
* @returns Promise that resolves when all extensions are installed
|
||||
*/
|
||||
export async function installRequiredExtensions(extensionsDir: string): Promise<void> {
|
||||
console.log("Installing required VSCode extensions...")
|
||||
|
||||
// Create the extensions directory if it doesn't exist
|
||||
if (!fs.existsSync(extensionsDir)) {
|
||||
fs.mkdirSync(extensionsDir, { recursive: true })
|
||||
}
|
||||
|
||||
// Install each extension
|
||||
for (const extension of REQUIRED_EXTENSIONS) {
|
||||
try {
|
||||
console.log(`Installing extension: ${extension}...`)
|
||||
await execa("code", ["--extensions-dir", extensionsDir, "--install-extension", extension, "--force"])
|
||||
console.log(`✅ Extension ${extension} installed successfully`)
|
||||
} catch (error: any) {
|
||||
console.warn(`⚠️ Failed to install extension ${extension}: ${error.message}`)
|
||||
// Continue with other extensions even if one fails
|
||||
}
|
||||
}
|
||||
|
||||
console.log("✅ All required extensions installed")
|
||||
}
|
||||
|
||||
/**
|
||||
* Check if a VSCode extension is installed in the specified directory
|
||||
* @param extensionsDir The directory to check for installed extensions
|
||||
* @param extensionId The ID of the extension to check
|
||||
* @returns True if the extension is installed, false otherwise
|
||||
*/
|
||||
export function isExtensionInstalled(extensionsDir: string, extensionId: string): boolean {
|
||||
// Extensions are installed in directories named publisher.name-version
|
||||
// We need to check if any directory starts with the extensionId
|
||||
const extensionPrefix = extensionId.toLowerCase() + "-"
|
||||
|
||||
try {
|
||||
const files = fs.readdirSync(extensionsDir)
|
||||
return files.some((file) => {
|
||||
const lowerCaseFile = file.toLowerCase()
|
||||
return lowerCaseFile === extensionId.toLowerCase() || lowerCaseFile.startsWith(extensionPrefix)
|
||||
})
|
||||
} catch (error) {
|
||||
return false
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Get the path to the VSCode settings file in the specified user data directory
|
||||
* @param userDataDir The VSCode user data directory
|
||||
* @returns The path to the settings.json file
|
||||
*/
|
||||
export function getSettingsPath(userDataDir: string): string {
|
||||
const settingsDir = path.join(userDataDir, "User")
|
||||
fs.mkdirSync(settingsDir, { recursive: true })
|
||||
return path.join(settingsDir, "settings.json")
|
||||
}
|
||||
|
||||
/**
|
||||
* Configure extension settings in the VSCode user data directory
|
||||
* @param userDataDir The VSCode user data directory
|
||||
*/
|
||||
export function configureExtensionSettings(userDataDir: string): void {
|
||||
const settingsPath = getSettingsPath(userDataDir)
|
||||
|
||||
// Read existing settings if they exist
|
||||
let settings = {}
|
||||
if (fs.existsSync(settingsPath)) {
|
||||
try {
|
||||
settings = JSON.parse(fs.readFileSync(settingsPath, "utf8"))
|
||||
} catch (error) {
|
||||
console.warn(`Error reading settings file: ${error}`)
|
||||
}
|
||||
}
|
||||
|
||||
// Add or update extension-specific settings
|
||||
const updatedSettings = {
|
||||
...settings,
|
||||
// Go extension settings
|
||||
"go.toolsManagement.autoUpdate": false,
|
||||
"go.survey.prompt": false,
|
||||
|
||||
// ESLint settings
|
||||
"eslint.enable": true,
|
||||
"eslint.run": "onSave",
|
||||
|
||||
// Java settings
|
||||
"java.configuration.checkProjectSettingsExclusions": false,
|
||||
"java.configure.checkForOutdatedExtensions": false,
|
||||
"java.help.firstView": false,
|
||||
|
||||
// Python settings
|
||||
"python.experiments.enabled": false,
|
||||
"python.showStartPage": false,
|
||||
|
||||
// Rust settings
|
||||
"rust-analyzer.checkOnSave.command": "check",
|
||||
|
||||
// C/C++ settings
|
||||
"C_Cpp.intelliSenseEngine": "default",
|
||||
|
||||
// General extension settings
|
||||
"extensions.autoUpdate": false,
|
||||
"extensions.ignoreRecommendations": true,
|
||||
}
|
||||
|
||||
// Write updated settings
|
||||
fs.writeFileSync(settingsPath, JSON.stringify(updatedSettings, null, 2))
|
||||
console.log("✅ Extension settings configured")
|
||||
}
|
||||
@@ -0,0 +1,109 @@
|
||||
import * as fs from "fs"
|
||||
import * as path from "path"
|
||||
|
||||
/**
|
||||
* Generate a markdown report from evaluation results
|
||||
* @param summary Overall summary
|
||||
* @param benchmarkReports Benchmark-specific reports
|
||||
* @param modelReports Model-specific reports
|
||||
* @param outputPath Output file path
|
||||
*/
|
||||
export function generateMarkdownReport(
|
||||
summary: any,
|
||||
benchmarkReports: Record<string, any>,
|
||||
modelReports: Record<string, any>,
|
||||
outputPath: string,
|
||||
): void {
|
||||
let markdown = `# Cline Evaluation Report\n\n`
|
||||
|
||||
// Generate summary section
|
||||
markdown += `## Summary\n\n`
|
||||
markdown += `- **Total Runs:** ${summary.runs}\n`
|
||||
markdown += `- **Models:** ${summary.models.join(", ")}\n`
|
||||
markdown += `- **Benchmarks:** ${summary.benchmarks.join(", ")}\n`
|
||||
markdown += `- **Total Tasks:** ${summary.tasks}\n`
|
||||
markdown += `- **Success Rate:** ${(summary.successRate * 100).toFixed(2)}%\n`
|
||||
markdown += `- **Average Tokens:** ${Math.round(summary.averageTokens)}\n`
|
||||
markdown += `- **Average Cost:** $${summary.averageCost.toFixed(4)}\n`
|
||||
markdown += `- **Average Duration:** ${(summary.averageDuration / 1000).toFixed(2)}s\n`
|
||||
markdown += `- **Total Tool Calls:** ${summary.totalToolCalls}\n`
|
||||
markdown += `- **Tool Success Rate:** ${(summary.toolSuccessRate * 100).toFixed(2)}%\n\n`
|
||||
|
||||
// Generate tool usage section
|
||||
markdown += `## Tool Usage\n\n`
|
||||
markdown += `| Tool | Calls | Failures | Success Rate |\n`
|
||||
markdown += `| ---- | ----- | -------- | ------------ |\n`
|
||||
|
||||
for (const [toolName, metrics] of Object.entries(summary.toolUsage)) {
|
||||
const calls = (metrics as any).calls
|
||||
const failures = (metrics as any).failures
|
||||
const successRate = calls > 0 ? (1 - failures / calls) * 100 : 100
|
||||
|
||||
markdown += `| ${toolName} | ${calls} | ${failures} | ${successRate.toFixed(2)}% |\n`
|
||||
}
|
||||
|
||||
// Generate benchmark results section
|
||||
markdown += `\n## Benchmark Results\n\n`
|
||||
|
||||
for (const [benchmark, report] of Object.entries(benchmarkReports)) {
|
||||
markdown += `### ${benchmark}\n\n`
|
||||
markdown += `- **Runs:** ${report.runs}\n`
|
||||
markdown += `- **Models:** ${report.models.join(", ")}\n`
|
||||
markdown += `- **Tasks:** ${report.tasks}\n`
|
||||
markdown += `- **Success Rate:** ${(report.successRate * 100).toFixed(2)}%\n`
|
||||
markdown += `- **Average Tokens:** ${Math.round(report.averageTokens)}\n`
|
||||
markdown += `- **Average Cost:** $${report.averageCost.toFixed(4)}\n`
|
||||
markdown += `- **Average Duration:** ${(report.averageDuration / 1000).toFixed(2)}s\n\n`
|
||||
}
|
||||
|
||||
// Generate model results section
|
||||
markdown += `## Model Results\n\n`
|
||||
|
||||
for (const [model, report] of Object.entries(modelReports)) {
|
||||
markdown += `### ${model}\n\n`
|
||||
markdown += `- **Runs:** ${report.runs}\n`
|
||||
markdown += `- **Benchmarks:** ${report.benchmarks.join(", ")}\n`
|
||||
markdown += `- **Tasks:** ${report.tasks}\n`
|
||||
markdown += `- **Success Rate:** ${(report.successRate * 100).toFixed(2)}%\n`
|
||||
markdown += `- **Average Tokens:** ${Math.round(report.averageTokens)}\n`
|
||||
markdown += `- **Average Cost:** $${report.averageCost.toFixed(4)}\n`
|
||||
markdown += `- **Average Duration:** ${(report.averageDuration / 1000).toFixed(2)}s\n\n`
|
||||
}
|
||||
|
||||
// Add charts using Mermaid
|
||||
markdown += `## Charts\n\n`
|
||||
|
||||
// Success rate by benchmark chart
|
||||
markdown += `### Success Rate by Benchmark\n\n`
|
||||
markdown += "```mermaid\n"
|
||||
markdown += "graph TD\n"
|
||||
markdown += " title[Success Rate by Benchmark]\n"
|
||||
markdown += " style title fill:none,stroke:none\n\n"
|
||||
|
||||
for (const [benchmark, report] of Object.entries(benchmarkReports)) {
|
||||
const successRate = (report.successRate * 100).toFixed(2)
|
||||
markdown += ` ${benchmark}[${benchmark}: ${successRate}%]\n`
|
||||
}
|
||||
|
||||
markdown += "```\n\n"
|
||||
|
||||
// Success rate by model chart
|
||||
markdown += `### Success Rate by Model\n\n`
|
||||
markdown += "```mermaid\n"
|
||||
markdown += "graph TD\n"
|
||||
markdown += " title[Success Rate by Model]\n"
|
||||
markdown += " style title fill:none,stroke:none\n\n"
|
||||
|
||||
for (const [model, report] of Object.entries(modelReports)) {
|
||||
const successRate = (report.successRate * 100).toFixed(2)
|
||||
markdown += ` ${model.replace(/[-\.]/g, "_")}[${model}: ${successRate}%]\n`
|
||||
}
|
||||
|
||||
markdown += "```\n\n"
|
||||
|
||||
// Add timestamp
|
||||
markdown += `\n\n---\n\nReport generated on ${new Date().toISOString()}\n`
|
||||
|
||||
// Write markdown to file
|
||||
fs.writeFileSync(outputPath, markdown)
|
||||
}
|
||||
@@ -0,0 +1,79 @@
|
||||
import { v4 as uuidv4 } from "uuid"
|
||||
import { ResultsDatabase } from "../db"
|
||||
import { Task } from "../adapters/types"
|
||||
|
||||
/**
|
||||
* Store task result in the database
|
||||
* @param runId The run ID
|
||||
* @param task The task that was executed
|
||||
* @param result The result from the test server
|
||||
* @param verification The verification result
|
||||
*/
|
||||
export async function storeTaskResult(runId: string, task: Task, result: any, verification: any): Promise<void> {
|
||||
const db = new ResultsDatabase()
|
||||
const taskId = uuidv4()
|
||||
|
||||
try {
|
||||
// Extract metrics from the result
|
||||
const { metrics } = result
|
||||
const totalToolCalls = metrics?.totalToolCalls || 0
|
||||
const totalToolFailures = metrics?.totalToolFailures || 0
|
||||
|
||||
// Create task with tool metrics
|
||||
db.createTask(taskId, runId, task.id)
|
||||
db.completeTask(taskId, verification.success, totalToolCalls, totalToolFailures)
|
||||
|
||||
// Store metrics
|
||||
if (metrics) {
|
||||
// Store token metrics
|
||||
if (metrics.tokensIn) db.addMetric(taskId, "tokensIn", metrics.tokensIn)
|
||||
if (metrics.tokensOut) db.addMetric(taskId, "tokensOut", metrics.tokensOut)
|
||||
if (metrics.cost) db.addMetric(taskId, "cost", metrics.cost)
|
||||
if (metrics.duration) db.addMetric(taskId, "duration", metrics.duration)
|
||||
|
||||
// Store tool call metrics
|
||||
if (metrics.toolCalls) {
|
||||
for (const [toolName, callCount] of Object.entries(metrics.toolCalls)) {
|
||||
const failureCount = metrics.toolFailures?.[toolName] || 0
|
||||
db.addToolCall(taskId, toolName, callCount as number, failureCount)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Store verification metrics
|
||||
if (verification.metrics) {
|
||||
for (const [key, value] of Object.entries(verification.metrics)) {
|
||||
if (typeof value === "number") {
|
||||
db.addMetric(taskId, key, value)
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Store file changes
|
||||
if (result.files) {
|
||||
// Store created files
|
||||
if (result.files.created) {
|
||||
for (const file of result.files.created) {
|
||||
db.addFile(taskId, file, "created")
|
||||
}
|
||||
}
|
||||
|
||||
// Store modified files
|
||||
if (result.files.modified) {
|
||||
for (const file of result.files.modified) {
|
||||
db.addFile(taskId, file, "modified")
|
||||
}
|
||||
}
|
||||
|
||||
// Store deleted files
|
||||
if (result.files.deleted) {
|
||||
for (const file of result.files.deleted) {
|
||||
db.addFile(taskId, file, "deleted")
|
||||
}
|
||||
}
|
||||
}
|
||||
} finally {
|
||||
// Close the database connection
|
||||
db.close()
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,52 @@
|
||||
import fetch from "node-fetch"
|
||||
import chalk from "chalk"
|
||||
|
||||
/**
|
||||
* Send a task to the Cline test server
|
||||
* @param task The task description to send
|
||||
* @param apiKey Optional Cline API key to use for the task
|
||||
* @returns The result of the task execution
|
||||
*/
|
||||
export async function sendTaskToServer(task: string, apiKey?: string): Promise<any> {
|
||||
const SERVER_URL = "http://localhost:9876/task"
|
||||
|
||||
try {
|
||||
console.log(chalk.blue(`Sending task to server: ${task.substring(0, 100)}${task.length > 100 ? "..." : ""}`))
|
||||
|
||||
const response = await fetch(SERVER_URL, {
|
||||
method: "POST",
|
||||
headers: {
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
body: JSON.stringify({
|
||||
task,
|
||||
apiKey,
|
||||
}),
|
||||
})
|
||||
|
||||
if (!response.ok) {
|
||||
const errorText = await response.text()
|
||||
throw new Error(`Server responded with status ${response.status}: ${errorText}`)
|
||||
}
|
||||
|
||||
const result = await response.json()
|
||||
|
||||
if (!result.success) {
|
||||
throw new Error(`Task execution failed: ${result.error || "Unknown error"}`)
|
||||
}
|
||||
|
||||
if (result.timeout) {
|
||||
throw new Error("Task execution timed out")
|
||||
}
|
||||
|
||||
return result
|
||||
} catch (error: any) {
|
||||
if (error.code === "ECONNREFUSED") {
|
||||
throw new Error(
|
||||
"Could not connect to the test server. Make sure VSCode is running with the Cline extension and the test server is active.",
|
||||
)
|
||||
}
|
||||
|
||||
throw error
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,615 @@
|
||||
import execa from "execa"
|
||||
import * as path from "path"
|
||||
import * as fs from "fs"
|
||||
import fetch from "node-fetch"
|
||||
import * as os from "os"
|
||||
import { installRequiredExtensions, configureExtensionSettings } from "./extensions"
|
||||
|
||||
// Store temporary directories for cleanup
|
||||
interface VSCodeResources {
|
||||
tempUserDataDir: string
|
||||
tempExtensionsDir: string
|
||||
vscodePid?: number
|
||||
}
|
||||
|
||||
// Global map to track resources for each workspace
|
||||
const workspaceResources = new Map<string, VSCodeResources>()
|
||||
|
||||
/**
|
||||
* Spawn a VSCode instance with the Cline extension
|
||||
* @param workspacePath The workspace path to open
|
||||
* @param vsixPath Optional path to a VSIX file to install
|
||||
* @returns The resources created for this VS Code instance
|
||||
*/
|
||||
export async function spawnVSCode(workspacePath: string, vsixPath?: string): Promise<VSCodeResources> {
|
||||
// Ensure the workspace path exists
|
||||
if (!fs.existsSync(workspacePath)) {
|
||||
throw new Error(`Workspace path does not exist: ${workspacePath}`)
|
||||
}
|
||||
|
||||
// If no VSIX path is provided, build one with IS_TEST=true
|
||||
if (!vsixPath) {
|
||||
try {
|
||||
// Build the VSIX (no longer need to set IS_TEST=true as we'll use evals.env file)
|
||||
console.log("Building VSIX...")
|
||||
const clineRoot = path.resolve(process.cwd(), "..", "..")
|
||||
await execa("npx", ["vsce", "package"], {
|
||||
cwd: clineRoot,
|
||||
stdio: "inherit",
|
||||
})
|
||||
|
||||
// Find the generated VSIX file(s)
|
||||
const files = fs.readdirSync(clineRoot)
|
||||
const vsixFiles = files.filter((file) => file.endsWith(".vsix"))
|
||||
|
||||
if (vsixFiles.length > 0) {
|
||||
// Get file stats to find the most recent one
|
||||
const vsixFilesWithStats = vsixFiles.map((file) => {
|
||||
const filePath = path.join(clineRoot, file)
|
||||
return {
|
||||
file,
|
||||
path: filePath,
|
||||
mtime: fs.statSync(filePath).mtime,
|
||||
}
|
||||
})
|
||||
|
||||
// Sort by modification time (most recent first)
|
||||
vsixFilesWithStats.sort((a, b) => b.mtime.getTime() - a.mtime.getTime())
|
||||
|
||||
// Use the most recent VSIX
|
||||
vsixPath = vsixFilesWithStats[0].path
|
||||
console.log(`Using most recent VSIX: ${vsixPath} (modified ${vsixFilesWithStats[0].mtime.toISOString()})`)
|
||||
|
||||
// Log all found VSIX files for debugging
|
||||
if (vsixFiles.length > 1) {
|
||||
console.log(`Found ${vsixFiles.length} VSIX files:`)
|
||||
vsixFilesWithStats.forEach((f) => {
|
||||
console.log(` - ${f.file} (modified ${f.mtime.toISOString()})`)
|
||||
})
|
||||
}
|
||||
} else {
|
||||
console.warn("Could not find generated VSIX file")
|
||||
}
|
||||
} catch (error) {
|
||||
console.warn("Failed to build test VSIX:", error)
|
||||
}
|
||||
}
|
||||
|
||||
// Create a temporary user data directory for this VS Code instance
|
||||
const tempUserDataDir = path.join(os.tmpdir(), `vscode-cline-eval-${Date.now()}`)
|
||||
fs.mkdirSync(tempUserDataDir, { recursive: true })
|
||||
console.log(`Created temporary user data directory: ${tempUserDataDir}`)
|
||||
|
||||
// Create a temporary extensions directory to ensure no other extensions are loaded
|
||||
const tempExtensionsDir = path.join(os.tmpdir(), `vscode-cline-eval-ext-${Date.now()}`)
|
||||
fs.mkdirSync(tempExtensionsDir, { recursive: true })
|
||||
console.log(`Created temporary extensions directory: ${tempExtensionsDir}`)
|
||||
|
||||
// Create evals.env file in the workspace to trigger test mode
|
||||
console.log(`Creating evals.env file in workspace: ${workspacePath}`)
|
||||
const evalsEnvPath = path.join(workspacePath, "evals.env")
|
||||
fs.writeFileSync(
|
||||
evalsEnvPath,
|
||||
`# This file activates Cline test mode
|
||||
# Created at: ${new Date().toISOString()}
|
||||
#
|
||||
# This file is automatically detected by the Cline extension
|
||||
# and enables test mode for automated evaluations.
|
||||
#
|
||||
# Delete this file to deactivate test mode.
|
||||
`,
|
||||
)
|
||||
|
||||
// Create settings.json in the temporary user data directory to disable workspace trust
|
||||
// and configure Cline to auto-open on startup
|
||||
const settingsDir = path.join(tempUserDataDir, "User")
|
||||
fs.mkdirSync(settingsDir, { recursive: true })
|
||||
const settingsPath = path.join(settingsDir, "settings.json")
|
||||
const settings = {
|
||||
// Disable workspace trust
|
||||
"security.workspace.trust.enabled": false,
|
||||
"security.workspace.trust.startupPrompt": "never",
|
||||
"security.workspace.trust.banner": "never",
|
||||
"security.workspace.trust.emptyWindow": true,
|
||||
|
||||
// Configure startup behavior
|
||||
"workbench.startupEditor": "none",
|
||||
|
||||
// Auto-open Cline on startup
|
||||
"cline.autoOpenOnStartup": true,
|
||||
|
||||
// Show the activity bar and sidebar
|
||||
"workbench.activityBar.visible": true,
|
||||
"workbench.sideBar.visible": true,
|
||||
"workbench.view.extension.saoudrizwan.claude-dev-ActivityBar.visible": true,
|
||||
"workbench.view.alwaysShowHeaderActions": true,
|
||||
"workbench.editor.openSideBySideDirection": "right",
|
||||
|
||||
// Disable GitLens from opening automatically
|
||||
"gitlens.views.repositories.autoReveal": false,
|
||||
"gitlens.views.fileHistory.autoReveal": false,
|
||||
"gitlens.views.lineHistory.autoReveal": false,
|
||||
"gitlens.views.compare.autoReveal": false,
|
||||
"gitlens.views.search.autoReveal": false,
|
||||
"gitlens.showWelcomeOnInstall": false,
|
||||
"gitlens.showWhatsNewAfterUpgrades": false,
|
||||
|
||||
// Disable other extensions that might compete for startup focus
|
||||
"extensions.autoUpdate": false,
|
||||
}
|
||||
fs.writeFileSync(settingsPath, JSON.stringify(settings, null, 2))
|
||||
console.log(`Created settings.json to disable workspace trust and auto-open Cline`)
|
||||
|
||||
// Create keybindings.json to automatically open Cline on startup
|
||||
const keybindingsPath = path.join(settingsDir, "keybindings.json")
|
||||
const keybindings = [
|
||||
{
|
||||
key: "alt+c",
|
||||
command: "workbench.view.extension.saoudrizwan.claude-dev-ActivityBar",
|
||||
when: "viewContainer.workbench.view.extension.saoudrizwan.claude-dev-ActivityBar.enabled",
|
||||
},
|
||||
{
|
||||
key: "alt+shift+c",
|
||||
command: "cline.openInNewTab",
|
||||
when: "viewContainer.workbench.view.extension.saoudrizwan.claude-dev-ActivityBar.enabled",
|
||||
},
|
||||
]
|
||||
fs.writeFileSync(keybindingsPath, JSON.stringify(keybindings, null, 2))
|
||||
console.log(`Created keybindings.json to help with Cline activation`)
|
||||
|
||||
// Build the command arguments with custom user data directory
|
||||
const args = [
|
||||
// Use a custom user data directory to isolate this instance
|
||||
"--user-data-dir",
|
||||
tempUserDataDir,
|
||||
// Use a custom extensions directory to ensure only our extension is loaded
|
||||
"--extensions-dir",
|
||||
tempExtensionsDir,
|
||||
// Disable workspace trust
|
||||
"--disable-workspace-trust",
|
||||
"-n",
|
||||
workspacePath,
|
||||
// Force the extension to be activated on startup
|
||||
"--start-up-extension",
|
||||
"saoudrizwan.claude-dev",
|
||||
// Run a command on startup to open Cline
|
||||
"--command",
|
||||
"workbench.view.extension.saoudrizwan.claude-dev-ActivityBar",
|
||||
// Additional flags to help with extension activation
|
||||
"--disable-gpu=false",
|
||||
"--max-memory=4096",
|
||||
]
|
||||
|
||||
// Create a startup script to run commands after VS Code launches
|
||||
const startupScriptPath = path.join(settingsDir, "startup.js")
|
||||
const startupScript = `
|
||||
// This script will be executed when VS Code starts
|
||||
setTimeout(() => {
|
||||
// Try to open Cline in the sidebar
|
||||
require('vscode').commands.executeCommand('workbench.view.extension.saoudrizwan.claude-dev-ActivityBar');
|
||||
|
||||
// Also try to open Cline in a tab as a fallback
|
||||
setTimeout(() => {
|
||||
require('vscode').commands.executeCommand('cline.openInNewTab');
|
||||
}, 5000);
|
||||
}, 5000);
|
||||
`
|
||||
fs.writeFileSync(startupScriptPath, startupScript)
|
||||
console.log(`Created startup script to activate Cline`)
|
||||
|
||||
// If a VSIX is provided, install it
|
||||
if (vsixPath) {
|
||||
if (!fs.existsSync(vsixPath)) {
|
||||
throw new Error(`VSIX file does not exist: ${vsixPath}`)
|
||||
}
|
||||
args.unshift("--install-extension", vsixPath)
|
||||
}
|
||||
|
||||
// Install required extensions
|
||||
console.log("Installing required VSCode extensions...")
|
||||
await installRequiredExtensions(tempExtensionsDir)
|
||||
|
||||
// Configure extension settings
|
||||
console.log("Configuring extension settings...")
|
||||
configureExtensionSettings(tempUserDataDir)
|
||||
|
||||
// Execute the command
|
||||
try {
|
||||
// We don't need to install extensions globally anymore since we're using a custom user data directory
|
||||
// The VSIX will be installed in the isolated environment if provided in the args
|
||||
|
||||
// Launch VS Code
|
||||
console.log("Launching VS Code...")
|
||||
await execa("code", args, {
|
||||
stdio: "inherit",
|
||||
})
|
||||
|
||||
// Wait longer for VSCode to initialize and extension to load
|
||||
console.log("Waiting for VS Code to initialize...")
|
||||
await new Promise((resolve) => setTimeout(resolve, 30000))
|
||||
|
||||
// Create a JavaScript file that will be loaded as a VS Code extension
|
||||
const extensionDir = path.join(tempExtensionsDir, "cline-activator")
|
||||
fs.mkdirSync(extensionDir, { recursive: true })
|
||||
|
||||
// Create package.json for the extension
|
||||
const packageJsonPath = path.join(extensionDir, "package.json")
|
||||
const packageJson = {
|
||||
name: "cline-activator",
|
||||
displayName: "Cline Activator",
|
||||
description: "Activates Cline and starts the test server",
|
||||
version: "0.0.1",
|
||||
engines: {
|
||||
vscode: "^1.60.0",
|
||||
},
|
||||
main: "./extension.js",
|
||||
activationEvents: ["*"],
|
||||
contributes: {
|
||||
commands: [
|
||||
{
|
||||
command: "cline-activator.activate",
|
||||
title: "Activate Cline",
|
||||
},
|
||||
],
|
||||
},
|
||||
}
|
||||
fs.writeFileSync(packageJsonPath, JSON.stringify(packageJson, null, 2))
|
||||
|
||||
// Create extension.js
|
||||
const extensionJsPath = path.join(extensionDir, "extension.js")
|
||||
const extensionJs = `
|
||||
const vscode = require('vscode');
|
||||
|
||||
/**
|
||||
* @param {vscode.ExtensionContext} context
|
||||
*/
|
||||
function activate(context) {
|
||||
console.log('Cline Activator is now active!');
|
||||
|
||||
// Register the command to activate Cline
|
||||
let disposable = vscode.commands.registerCommand('cline-activator.activate', async function () {
|
||||
try {
|
||||
// Make sure the Cline extension is activated
|
||||
const extension = vscode.extensions.getExtension('saoudrizwan.claude-dev');
|
||||
if (!extension) {
|
||||
console.error('Cline extension not found');
|
||||
return;
|
||||
}
|
||||
|
||||
if (!extension.isActive) {
|
||||
console.log('Activating Cline extension...');
|
||||
await extension.activate();
|
||||
}
|
||||
|
||||
// Show the Cline sidebar
|
||||
console.log('Opening Cline sidebar...');
|
||||
await vscode.commands.executeCommand('workbench.view.extension.saoudrizwan.claude-dev-ActivityBar');
|
||||
|
||||
// Wait a moment for the sidebar to initialize
|
||||
await new Promise(resolve => setTimeout(resolve, 2000));
|
||||
|
||||
// Also open Cline in a tab as a fallback
|
||||
console.log('Opening Cline in a tab...');
|
||||
await vscode.commands.executeCommand('cline.openInNewTab');
|
||||
|
||||
// Wait a moment for the tab to initialize
|
||||
await new Promise(resolve => setTimeout(resolve, 2000));
|
||||
|
||||
// Create the test server if it doesn't exist
|
||||
console.log('Creating test server...');
|
||||
|
||||
// Get the visible webview instance
|
||||
const clineRootPath = '${path.resolve(process.cwd(), "..", "..")}';
|
||||
const visibleWebview = require(path.join(clineRootPath, 'src', 'core', 'webview')).WebviewProvider.getVisibleInstance();
|
||||
if (visibleWebview) {
|
||||
require(path.join(clineRootPath, 'src', 'services', 'test', 'TestServer')).createTestServer(visibleWebview);
|
||||
console.log('Test server created successfully');
|
||||
} else {
|
||||
console.error('No visible webview instance found');
|
||||
}
|
||||
} catch (error) {
|
||||
console.error('Error activating Cline:', error);
|
||||
}
|
||||
});
|
||||
|
||||
context.subscriptions.push(disposable);
|
||||
|
||||
// Automatically run the command after a delay
|
||||
setTimeout(() => {
|
||||
vscode.commands.executeCommand('cline-activator.activate');
|
||||
}, 5000);
|
||||
}
|
||||
|
||||
function deactivate() {}
|
||||
|
||||
module.exports = {
|
||||
activate,
|
||||
deactivate
|
||||
}
|
||||
`
|
||||
fs.writeFileSync(extensionJsPath, extensionJs)
|
||||
console.log(`Created Cline Activator extension`)
|
||||
|
||||
// Try multiple approaches to activate the extension
|
||||
let serverStarted = false
|
||||
|
||||
// Create an activation script to run in VS Code
|
||||
const activationScriptPath = path.join(settingsDir, "activate-cline.js")
|
||||
const activationScript = `
|
||||
// This script will be executed to activate Cline and start the test server
|
||||
const vscode = require('vscode');
|
||||
|
||||
// Execute the cline-activator.activate command
|
||||
vscode.commands.executeCommand('cline-activator.activate');
|
||||
`
|
||||
fs.writeFileSync(activationScriptPath, activationScript)
|
||||
console.log(`Created activation script to run in VS Code`)
|
||||
|
||||
// Execute the activation script
|
||||
try {
|
||||
console.log("Executing activation script to start Cline and test server...")
|
||||
await execa(
|
||||
"code",
|
||||
[
|
||||
"--user-data-dir",
|
||||
tempUserDataDir,
|
||||
"--extensions-dir",
|
||||
tempExtensionsDir,
|
||||
"--folder-uri",
|
||||
`file://${workspacePath}`,
|
||||
"--execute",
|
||||
activationScriptPath,
|
||||
],
|
||||
{
|
||||
stdio: "inherit",
|
||||
},
|
||||
)
|
||||
|
||||
// Wait for the test server to start
|
||||
console.log("Waiting for test server to start...")
|
||||
for (let i = 0; i < 30; i++) {
|
||||
try {
|
||||
// Try to connect to the test server
|
||||
const response = await fetch("http://localhost:9876/task", {
|
||||
method: "OPTIONS",
|
||||
headers: {
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
})
|
||||
|
||||
if (response.status === 204) {
|
||||
console.log("Test server is running!")
|
||||
serverStarted = true
|
||||
break
|
||||
}
|
||||
} catch (error) {
|
||||
// Server not started yet, wait and try again
|
||||
await new Promise((resolve) => setTimeout(resolve, 1000))
|
||||
}
|
||||
}
|
||||
} catch (error) {
|
||||
console.warn("Failed to execute activation script:", error)
|
||||
}
|
||||
|
||||
if (!serverStarted) {
|
||||
console.warn("Test server did not start after multiple attempts")
|
||||
console.log("You may need to manually open the Cline extension in VS Code")
|
||||
}
|
||||
|
||||
// Store the resources for this workspace
|
||||
const resources: VSCodeResources = {
|
||||
tempUserDataDir,
|
||||
tempExtensionsDir,
|
||||
}
|
||||
|
||||
// Store in the global map
|
||||
workspaceResources.set(workspacePath, resources)
|
||||
|
||||
// Return the resources
|
||||
return resources
|
||||
} catch (error: any) {
|
||||
throw new Error(`Failed to spawn VSCode: ${error.message}`)
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Clean up VS Code resources and shut down the test server
|
||||
* @param workspacePath The workspace path to clean up resources for
|
||||
*/
|
||||
export async function cleanupVSCode(workspacePath: string): Promise<void> {
|
||||
console.log(`Cleaning up VS Code resources for workspace: ${workspacePath}`)
|
||||
|
||||
// Get the resources for this workspace
|
||||
const resources = workspaceResources.get(workspacePath)
|
||||
if (!resources) {
|
||||
console.log(`No resources found for workspace: ${workspacePath}`)
|
||||
return
|
||||
}
|
||||
|
||||
// Try to shut down the test server
|
||||
try {
|
||||
console.log("Shutting down test server...")
|
||||
await fetch("http://localhost:9876/shutdown", {
|
||||
method: "POST",
|
||||
headers: {
|
||||
"Content-Type": "application/json",
|
||||
},
|
||||
}).catch(() => {
|
||||
// Ignore errors, the server might already be down
|
||||
})
|
||||
} catch (error) {
|
||||
console.warn(`Error shutting down test server: ${error}`)
|
||||
}
|
||||
|
||||
// Try to gracefully close VS Code instead of killing it
|
||||
try {
|
||||
console.log("Attempting to gracefully close VS Code...")
|
||||
|
||||
// Create a settings file that will disable the crash reporter and the exit confirmation dialog
|
||||
const settingsDir = path.join(resources.tempUserDataDir, "User")
|
||||
const settingsPath = path.join(settingsDir, "settings.json")
|
||||
|
||||
// Read existing settings if they exist
|
||||
let settings = {}
|
||||
if (fs.existsSync(settingsPath)) {
|
||||
try {
|
||||
settings = JSON.parse(fs.readFileSync(settingsPath, "utf8"))
|
||||
} catch (error) {
|
||||
console.warn(`Error reading settings file: ${error}`)
|
||||
}
|
||||
}
|
||||
|
||||
// Update settings to disable crash reporter and exit confirmation
|
||||
settings = {
|
||||
...settings,
|
||||
"window.confirmBeforeClose": "never",
|
||||
"telemetry.enableCrashReporter": false,
|
||||
"window.restoreWindows": "none",
|
||||
"window.newWindowDimensions": "default",
|
||||
}
|
||||
|
||||
// Write updated settings
|
||||
fs.writeFileSync(settingsPath, JSON.stringify(settings, null, 2))
|
||||
|
||||
// On macOS, use AppleScript to quit VS Code gracefully
|
||||
if (process.platform === "darwin") {
|
||||
try {
|
||||
// First try AppleScript to quit VS Code gracefully
|
||||
await execa("osascript", ["-e", 'tell application "Visual Studio Code" to quit'])
|
||||
|
||||
// Wait a moment for VS Code to close
|
||||
await new Promise((resolve) => setTimeout(resolve, 2000))
|
||||
} catch (appleScriptError) {
|
||||
console.warn(`Error using AppleScript to quit VS Code: ${appleScriptError}`)
|
||||
}
|
||||
} else if (process.platform === "win32") {
|
||||
// On Windows, try to use taskkill without /F first
|
||||
try {
|
||||
await execa("taskkill", ["/IM", "code.exe"])
|
||||
|
||||
// Wait a moment for VS Code to close
|
||||
await new Promise((resolve) => setTimeout(resolve, 2000))
|
||||
} catch (taskkillError) {
|
||||
console.warn(`Error using taskkill to quit VS Code: ${taskkillError}`)
|
||||
}
|
||||
} else {
|
||||
// On Linux, try to use SIGTERM first
|
||||
try {
|
||||
// Find VS Code processes
|
||||
const { stdout } = await execa("ps", ["aux"])
|
||||
const lines = stdout.split("\n")
|
||||
|
||||
for (const line of lines) {
|
||||
if (line.includes(resources.tempUserDataDir)) {
|
||||
const parts = line.trim().split(/\s+/)
|
||||
const pid = parseInt(parts[1])
|
||||
|
||||
if (pid && !isNaN(pid)) {
|
||||
console.log(`Sending SIGTERM to VS Code process with PID: ${pid}`)
|
||||
try {
|
||||
// Use SIGTERM instead of SIGKILL for a graceful shutdown
|
||||
process.kill(pid, "SIGTERM")
|
||||
} catch (killError) {
|
||||
console.warn(`Failed to terminate process ${pid}: ${killError}`)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
// Wait a moment for VS Code to close
|
||||
await new Promise((resolve) => setTimeout(resolve, 2000))
|
||||
} catch (psError) {
|
||||
console.warn(`Error listing processes: ${psError}`)
|
||||
}
|
||||
}
|
||||
|
||||
// If graceful methods failed, fall back to forceful termination as a last resort
|
||||
// Check if VS Code is still running with the temp user data dir
|
||||
let vsCodeStillRunning = false
|
||||
|
||||
if (process.platform !== "win32") {
|
||||
try {
|
||||
const { stdout } = await execa("ps", ["aux"])
|
||||
vsCodeStillRunning = stdout.split("\n").some((line) => line.includes(resources.tempUserDataDir))
|
||||
} catch (error) {
|
||||
console.warn(`Error checking if VS Code is still running: ${error}`)
|
||||
}
|
||||
} else {
|
||||
try {
|
||||
const { stdout } = await execa("tasklist", ["/FI", `IMAGENAME eq code.exe`])
|
||||
vsCodeStillRunning = stdout.includes("code.exe")
|
||||
} catch (error) {
|
||||
console.warn(`Error checking if VS Code is still running: ${error}`)
|
||||
}
|
||||
}
|
||||
|
||||
// If VS Code is still running, use forceful termination as a last resort
|
||||
if (vsCodeStillRunning) {
|
||||
console.log("Graceful shutdown failed, falling back to forceful termination...")
|
||||
|
||||
if (process.platform === "win32") {
|
||||
try {
|
||||
await execa("taskkill", ["/IM", "code.exe", "/F"])
|
||||
} catch (error) {
|
||||
console.warn(`Error forcefully terminating VS Code: ${error}`)
|
||||
}
|
||||
} else {
|
||||
try {
|
||||
const { stdout } = await execa("ps", ["aux"])
|
||||
const lines = stdout.split("\n")
|
||||
|
||||
for (const line of lines) {
|
||||
if (line.includes(resources.tempUserDataDir)) {
|
||||
const parts = line.trim().split(/\s+/)
|
||||
const pid = parseInt(parts[1])
|
||||
|
||||
if (pid && !isNaN(pid)) {
|
||||
console.log(`Forcefully killing VS Code process with PID: ${pid}`)
|
||||
try {
|
||||
process.kill(pid, "SIGKILL")
|
||||
} catch (killError) {
|
||||
console.warn(`Failed to kill process ${pid}: ${killError}`)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
} catch (error) {
|
||||
console.warn(`Error forcefully terminating VS Code: ${error}`)
|
||||
}
|
||||
}
|
||||
}
|
||||
} catch (error) {
|
||||
console.warn(`Error closing VS Code: ${error}`)
|
||||
}
|
||||
|
||||
// Clean up temporary directories and evals.env file
|
||||
try {
|
||||
console.log(`Removing temporary user data directory: ${resources.tempUserDataDir}`)
|
||||
fs.rmSync(resources.tempUserDataDir, { recursive: true, force: true })
|
||||
} catch (error) {
|
||||
console.warn(`Error removing temporary user data directory: ${error}`)
|
||||
}
|
||||
|
||||
try {
|
||||
console.log(`Removing temporary extensions directory: ${resources.tempExtensionsDir}`)
|
||||
fs.rmSync(resources.tempExtensionsDir, { recursive: true, force: true })
|
||||
} catch (error) {
|
||||
console.warn(`Error removing temporary extensions directory: ${error}`)
|
||||
}
|
||||
|
||||
// Remove the evals.env file
|
||||
try {
|
||||
const evalsEnvPath = path.join(workspacePath, "evals.env")
|
||||
if (fs.existsSync(evalsEnvPath)) {
|
||||
console.log(`Removing evals.env file: ${evalsEnvPath}`)
|
||||
fs.unlinkSync(evalsEnvPath)
|
||||
}
|
||||
} catch (error) {
|
||||
console.warn(`Error removing evals.env file: ${error}`)
|
||||
}
|
||||
|
||||
// Remove from the global map
|
||||
workspaceResources.delete(workspacePath)
|
||||
|
||||
console.log("Cleanup completed")
|
||||
}
|
||||
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"compilerOptions": {
|
||||
"target": "ES2020",
|
||||
"module": "commonjs",
|
||||
"lib": ["ES2020"],
|
||||
"declaration": true,
|
||||
"outDir": "dist",
|
||||
"rootDir": "src",
|
||||
"strict": true,
|
||||
"esModuleInterop": true,
|
||||
"skipLibCheck": true,
|
||||
"forceConsistentCasingInFileNames": true,
|
||||
"resolveJsonModule": true
|
||||
},
|
||||
"include": ["src/**/*"],
|
||||
"exclude": ["node_modules", "dist"]
|
||||
}
|
||||
@@ -2,7 +2,7 @@
|
||||
العربية | <a href="https://github.com/cline/cline/blob/main/locales/es/README.md" target="_blank">الإسبانية</a> | <a href="https://github.com/cline/cline/blob/main/locales/de/README.md" target="_blank">الألمانية</a> | <a href="https://github.com/cline/cline/blob/main/locales/ja/README.md" target="_blank">اليابانية</a> | <a href="https://github.com/cline/cline/blob/main/locales/zh-cn/README.md" target="_blank">الصينية المبسطة</a> | <a href="https://github.com/cline/cline/blob/main/locales/zh-tw/README.md" target="_blank">الصينية التقليدية</a> | <a href="https://github.com/cline/cline/blob/main/locales/pt-BR/README.md" target="_blank">البرتغالية</a>
|
||||
</sub></div>
|
||||
|
||||
# Cline – \#1 على OpenRouter
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Cline – \#1 auf OpenRouter
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Cline – #1 en OpenRouter
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Clineへの貢献
|
||||
# Cline
|
||||
|
||||
Clineへの貢献に興味をお持ちいただきありがとうございます。
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Cline – OpenRouterでのナンバーワン
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Cline에 기여하기
|
||||
# Cline
|
||||
|
||||
Cline에 기여하는 것에 관심을 가져주셔서 감사합니다! 버그 수정, 기능 추가, 문서 개선 등 모든 기여는 Cline을 더욱 스마트하게 만드는 데 기여합니다. 활기차고 환영하는 커뮤니티를 유지하기 위해 모든 구성원은 [행동 강령](CODE_OF_CONDUCT.md)을 준수해야 합니다.
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Cline - 최고의 OpenRouter
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Cline – #1 no OpenRouter
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
|
||||
+13
-13
@@ -1,4 +1,4 @@
|
||||
# Cline – OpenRouter 排名第一
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
@@ -20,25 +20,25 @@
|
||||
<a href="https://github.com/cline/cline/discussions/categories/feature-requests?discussions_q=is%3Aopen+category%3A%22Feature+Requests%22+sort%3Atop" target="_blank"><strong>功能请求</strong></a>
|
||||
</td>
|
||||
<td align="center">
|
||||
<a href="https://cline.bot/join-us" target="_blank"><strong>我们正在招聘!</strong></a>
|
||||
<a href="https://docs.cline.bot/getting-started/for-new-coders" target="_blank"><strong>新手上路</strong></a>
|
||||
</td>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
|
||||
认识 Cline,一个可以使用你的 **CLI** 和 **编辑器** 的 AI 助手。
|
||||
认识 Cline —— 一个可以使用你的 **终端** 和 **编辑器** 的 AI 助手。
|
||||
|
||||
感谢 [Claude 3.7 Sonnet 的代理编码能力](https://www.anthropic.com/claude/sonnet),Cline 可以一步步处理复杂的软件开发任务。通过允许他创建和编辑文件、探索大型项目、使用浏览器和执行终端命令(在你授予权限后),他可以提供超越代码完成或技术支持的帮助。Cline 甚至可以使用 Model Context Protocol (MCP) 创建新工具并扩展自己的能力。虽然自主 AI 脚本传统上在沙盒环境中运行,但此扩展提供了一个人机交互的 GUI 来批准每个文件更改和终端命令,提供了一种安全且可访问的方式来探索代理 AI 的潜力。
|
||||
得益于 [Claude 3.7 Sonnet 的代理式编码能力](https://www.anthropic.com/claude/sonnet),Cline 能够逐步处理复杂的软件开发任务。借助于一系列工具,他可以创建和编辑文件、浏览大型项目、使用浏览器,并在你授权后执行终端命令,从而在代码补全或技术支持之外提供更深入的帮助。Cline 甚至还能使用 Model Context Protocol(MCP)来创建新工具,并扩展自身的能力。虽然传统的自动化 AI 脚本通常运行在沙盒环境中,但这个扩展提供了一个人类参与审核的图形界面(GUI),用于审批每一次文件变更和终端命令,从而为探索代理式 AI 的潜力提供了一种安全且易于使用的方式。
|
||||
|
||||
1. 输入你的任务并添加图像,将模型转换为功能应用程序或通过截图修复错误。
|
||||
2. Cline 首先分析你的文件结构和源代码 AST,运行正则表达式搜索,并阅读相关文件以了解现有项目。通过仔细管理添加到上下文中的信息,Cline 即使在大型复杂项目中也能提供有价值的帮助,而不会使上下文窗口过载。
|
||||
3. 一旦 Cline 获得所需信息,他可以:
|
||||
- 创建和编辑文件 + 监控 linter/编译器错误,从而主动修复诸如缺少导入和语法错误等问题。
|
||||
- 直接在你的终端中执行命令并监控其输出,从而在编辑文件后对开发服务器问题做出反应。
|
||||
- 对于 Web 开发任务,Cline 可以在无头浏览器中启动网站,点击、输入、滚动并捕获截图和控制台日志,从而修复运行时错误和视觉错误。
|
||||
4. 当任务完成时,Cline 将通过终端命令如 `open -a "Google Chrome" index.html` 向你展示结果,你可以通过点击按钮运行该命令。
|
||||
1. 输入你的任务,并添加图片,以将界面原型(mockup)转换为功能应用,或通过截图修复 bug。
|
||||
2. Cline 会从分析你的文件结构和源代码的抽象语法树(AST)开始,同时执行正则搜索并读取相关文件,以便尽快熟悉项目上下文。通过精细地管理上下文中引入的信息,即使面对大型复杂项目,Cline 也能在不超出上下文窗口限制的前提下提供有效协助。
|
||||
3. 一旦获取了所需信息,Cline 能够:
|
||||
- 创建和编辑文件,并在过程中监控 linter 或编译器错误,主动修复诸如缺少导入、语法错误等问题。
|
||||
- 直接在你的终端中执行命令,并在运行过程中监控输出,例如在修改文件后自动响应开发服务器问题。
|
||||
- 针对 Web 开发任务,Cline 可以在无头浏览器中打开网站,进行点击、输入、滚动操作,并采集截图与控制台日志,从而修复运行时错误和界面问题。
|
||||
4. 当任务完成后,Cline 会通过类似 `open -a "Google Chrome" index.html` 的终端命令将结果展示给你,你只需点击按钮即可执行。
|
||||
|
||||
> [!提示]
|
||||
> [!TIP]
|
||||
> 使用 `CMD/CTRL + Shift + P` 快捷键打开命令面板并输入 "Cline: Open In New Tab" 将扩展作为标签在编辑器中打开。这让你可以与文件资源管理器并排使用 Cline,更清楚地看到他如何改变你的工作空间。
|
||||
|
||||
---
|
||||
@@ -49,7 +49,7 @@
|
||||
|
||||
Cline 支持 OpenRouter、Anthropic、OpenAI、Google Gemini、AWS Bedrock、Azure 和 GCP Vertex 等 API 提供商。你还可以配置任何兼容 OpenAI 的 API,或通过 LM Studio/Ollama 使用本地模型。如果你使用 OpenRouter,扩展会获取他们的最新模型列表,让你在新模型可用时立即使用。
|
||||
|
||||
扩展还会跟踪整个任务循环和单个请求的总令牌和 API 使用成本,让你在每一步都了解支出情况。
|
||||
此外,该扩展还会记录整个任务流程中以及每次请求的总 token 数和 API 使用费用,确保你在每一步都能清楚了解花费情况。
|
||||
|
||||
<!-- 透明像素以在浮动图像后创建换行 -->
|
||||
|
||||
|
||||
@@ -2,46 +2,48 @@
|
||||
|
||||
## 我們的承諾
|
||||
|
||||
為了促進一個開放和歡迎的環境,我們作為貢獻者和維護者承諾,使我們的項目和社區的參與對每個人來說都是一個無騷擾的體驗,不論年齡、體型、殘疾、種族、性別特徵、性別認同和表達、經驗水平、教育程度、社會經濟地位、國籍、個人外貌、種族、宗教或性取向。
|
||||
為了營造開放且友善的環境,我們身為貢獻者與維護者,承諾讓參與本專案及社群的體驗,對每個人都不帶有騷擾,不論其年齡、體型、身心障礙、族裔、性徵、性別認同與表現、經驗程度、教育程度、社經地位、國籍、個人外表、種族、宗教信仰、或性傾向。
|
||||
|
||||
## 我們的標準
|
||||
## 我們的準則
|
||||
|
||||
有助於創造積極環境的行為示例包括:
|
||||
有助於創造正面環境的行為包括:
|
||||
|
||||
- 使用歡迎和包容的語言
|
||||
- 尊重不同的觀點和經驗
|
||||
- 優雅地接受建設性的批評
|
||||
- 專注於對社區最有利的事情
|
||||
- 對其他社區成員表示同情
|
||||
- 使用友善和包容的語言
|
||||
- 尊重不同的觀點與經驗
|
||||
- 優雅地接受建設性批評
|
||||
- 著重於對社群最有利的事情
|
||||
- 對其他社群成員展現同理心
|
||||
|
||||
參與者不可接受的行為示例包括:
|
||||
參與者不可接受的行為包括:
|
||||
|
||||
- 使用性化語言或圖像以及不受歡迎的性注意或挑逗
|
||||
- 騷擾、侮辱/貶低性評論和個人或政治攻擊
|
||||
- 公開或私下騷擾
|
||||
- 未經明確許可發布他人的私人信息,例如物理或電子地址
|
||||
- 其他在專業環境中合理認為不適當的行為
|
||||
- 使用帶有性暗示的言語或影像,以及不受歡迎的性關注或騷擾
|
||||
- 挑釁、羞辱/貶低他人的評論,以及人身或政治攻擊
|
||||
- 公開或私下的騷擾行為
|
||||
- 未經他人明確許可,公開他人的私人資料,如實體或電子郵件地址
|
||||
- 其他在專業環境中可被合理認定為不恰當的行為
|
||||
|
||||
## 我們的責任
|
||||
|
||||
項目維護者有責任澄清可接受行為的標準,並預期對任何不可接受行為的實例採取適當和公平的糾正行動。
|
||||
專案維護者有責任釐清可接受行為的標準,並應對任何不可接受的行為採取適當且公平的糾正措施。
|
||||
|
||||
項目維護者有權利和責任刪除、編輯或拒絕與本行為準則不符的評論、提交、代碼、維基編輯、問題和其他貢獻,或暫時或永久禁止任何他們認為不適當、威脅、冒犯或有害的貢獻者。
|
||||
專案維護者有權利和責任移除、編輯或拒絕不符合本行為準則的評論、提交、程式碼、維基編輯、議題和其他貢獻,或暫時或永久封鎖任何他們認為有不當、威脅、冒犯或有害行為的貢獻者。
|
||||
|
||||
## 範圍
|
||||
## 範疇
|
||||
|
||||
此行為準則適用於項目空間內以及當個人代表項目或其社區時的公共空間。代表項目或社區的示例包括使用官方項目電子郵件地址、通過官方社交媒體帳戶發布或作為在線或離線活動的指定代表。項目的代表可能由項目維護者進一步定義和澄清。
|
||||
本行為準則適用於專案空間及公開場合,當個人代表本專案或其社群時都必須遵守。代表本專案或社群的情況包括:使用官方專案電子郵件地址、透過官方社群媒體帳號發文,或在線上或實體活動中擔任指定代表。專案維護者可進一步定義並釐清專案代表的其他情況。
|
||||
|
||||
## 執行
|
||||
|
||||
濫用、騷擾或其他不可接受行為的實例可以通過聯繫項目團隊 hi@cline.bot 來報告。所有投訴將被審查和調查,並將根據情況作出必要和適當的回應。項目團隊有義務對事件的報告者保密。具體執行政策的詳細信息可能會單獨發布。
|
||||
如發生辱罵、騷擾或其他不可接受的行為,請透過 hi@cline.bot 聯絡專案團隊回報。所有申訴都將被審查和調查,並做出必要且合適的回應。專案團隊有義務為事件回報者保密。具體執行政策的更多細節可能另行公佈。
|
||||
|
||||
未能善意遵循或執行行為準則的項目維護者可能會面臨由項目領導層其他成員決定的暫時或永久後果。
|
||||
未遵守或未切實執行本行為準則的專案維護者,可能會面臨由專案領導團隊其他成員所決定的暫時或永久的處置。
|
||||
|
||||
## 歸屬
|
||||
## 來源說明
|
||||
|
||||
此行為準則改編自 [Contributor Covenant][homepage],版本 1.4,可在 https://www.contributor-covenant.org/version/1/4/code-of-conduct.html 獲得。
|
||||
本行為準則改編自[貢獻者公約][homepage]第 1.4 版,可在此查閱:
|
||||
https://www.contributor-covenant.org/version/1/4/code-of-conduct.html
|
||||
|
||||
[homepage]: https://www.contributor-covenant.org
|
||||
|
||||
有關此行為準則的常見問題的答案,請參見 https://www.contributor-covenant.org/faq
|
||||
關於本行為準則的常見問題解答,請參考:
|
||||
https://www.contributor-covenant.org/faq
|
||||
|
||||
@@ -1,82 +1,85 @@
|
||||
# 貢獻於 Cline
|
||||
# 貢獻至 Cline
|
||||
|
||||
我們很高興您有興趣為 Cline 做出貢獻。無論您是修復錯誤、添加功能還是改進我們的文檔,每一個貢獻都讓 Cline 更加智能!為了保持我們的社區充滿活力和歡迎,所有成員必須遵守我們的[行為準則](CODE_OF_CONDUCT.md)。
|
||||
我們非常感謝您有意願貢獻至 Cline。無論是修正程式錯誤、新增功能或改善文件,每一份貢獻都能讓 Cline 更加出色!為了維持社群的活力與友善,所有成員都必須遵守我們的[行為準則](CODE_OF_CONDUCT.md)。
|
||||
|
||||
## 報告錯誤或問題
|
||||
## 回報程式錯誤或問題
|
||||
|
||||
錯誤報告有助於讓 Cline 對每個人都更好!在創建新問題之前,請[搜索現有問題](https://github.com/cline/cline/issues)以避免重複。當您準備報告錯誤時,請前往我們的[問題頁面](https://github.com/cline/cline/issues/new/choose),您會找到一個模板來幫助您填寫相關信息。
|
||||
程式錯誤回報能幫助 Cline 變得更好!在建立新的議題之前,請先[搜尋現有議題](https://github.com/cline/cline/issues),避免重複。當您準備好回報程式錯誤時,請前往我們的[議題頁面](https://github.com/cline/cline/issues/new/choose),您會找到協助填寫相關資訊的範本。
|
||||
|
||||
<blockquote class='warning-note'>
|
||||
🔐 <b>重要:</b> 如果您發現安全漏洞,請使用<a href="https://github.com/cline/cline/security/advisories/new">Github 安全工具私下報告</a>。
|
||||
🔐 <b>重要:</b> 若您發現安全性漏洞,請使用 <a href="https://github.com/cline/cline/security/advisories/new">GitHub 安全性工具進行私密回報</a>。
|
||||
</blockquote>
|
||||
|
||||
## 決定要做什麼
|
||||
## 決定要處理的工作
|
||||
|
||||
尋找一個好的首次貢獻?查看標有["good first issue"](https://github.com/cline/cline/labels/good%20first%20issue)或["help wanted"](https://github.com/cline/cline/labels/help%20wanted)的問題。這些是專門為新貢獻者和我們希望得到幫助的領域策劃的!
|
||||
想找適合第一次貢獻的工作嗎?請檢視標示為[「good first issue」](https://github.com/cline/cline/labels/good%20first%20issue)或[「help wanted」](https://github.com/cline/cline/labels/help%20wanted)的議題。這些議題特別適合新手貢獻者,我們也非常歡迎您的協助!
|
||||
|
||||
我們也歡迎對我們[文檔](https://github.com/cline/cline/tree/main/docs)的貢獻!無論是修正錯別字、改進現有指南還是創建新的教育內容 - 我們希望建立一個由社區驅動的資源庫,幫助每個人充分利用 Cline。您可以從深入研究 `/docs` 並尋找需要改進的領域開始。
|
||||
我們也歡迎對[文件](https://github.com/cline/cline/tree/main/docs)的貢獻!無論是修正錯字、改善現有指南或建立新的教學內容,我們都期待能建立一個由社群共同維護的知識庫,協助每個人充分運用 Cline。您可以從 `/docs` 開始,尋找需要改善的地方。
|
||||
|
||||
如果您計劃開發一個更大的功能,請先創建一個[功能請求](https://github.com/cline/cline/discussions/categories/feature-requests?discussions_q=is%3Aopen+category%3A%22Feature+Requests%22+sort%3Atop),以便我們討論它是否符合 Cline 的願景。
|
||||
若您計畫處理較大的功能,請先建立一個[功能請求](https://github.com/cline/cline/discussions/categories/feature-requests?discussions_q=is%3Aopen+category%3A%22Feature+Requests%22+sort%3Atop),以便我們討論該功能是否符合 Cline 的願景。
|
||||
|
||||
## 開發設置
|
||||
## 開發環境設定
|
||||
|
||||
1. **VS Code 擴展**
|
||||
1. **VS Code 擴充套件**
|
||||
- 開啟專案時,VS Code 會提示您安裝建議的擴充套件
|
||||
- 這些擴充套件是開發所需,請接受所有安裝提示
|
||||
- 若您已關閉提示,可從擴充套件面板手動安裝
|
||||
|
||||
- 打開項目時,VS Code 會提示您安裝推薦的擴展
|
||||
- 這些擴展是開發所需的 - 請接受所有安裝提示
|
||||
- 如果您忽略了提示,可以從擴展面板手動安裝它們
|
||||
2. **本機開發**
|
||||
- 執行 `npm run install:all` 安裝相依套件
|
||||
- 執行 `npm run test` 在本機執行測試
|
||||
- 提交 PR 前,執行 `npm run format:fix` 格式化您的程式碼
|
||||
|
||||
2. **本地開發**
|
||||
- 運行 `npm run install:all` 安裝依賴項
|
||||
- 運行 `npm run test` 本地運行測試
|
||||
- 提交 PR 之前,運行 `npm run format:fix` 格式化您的代碼
|
||||
## 撰寫與提交程式碼
|
||||
|
||||
## 編寫和提交代碼
|
||||
任何人都可以貢獻程式碼至 Cline,但我們要求您遵守以下指引,以確保您的貢獻能順利整合:
|
||||
|
||||
任何人都可以為 Cline 貢獻代碼,但我們要求您遵循以下指南,以確保您的貢獻能夠順利集成:
|
||||
1. **保持 Pull Request 聚焦**
|
||||
- 每個 PR 限制在單一功能或錯誤修正
|
||||
- 將較大的變更拆分成較小且相關的 PR
|
||||
- 將變更拆分成邏輯性的提交,以便獨立審查
|
||||
|
||||
1. **保持 Pull Requests 集中**
|
||||
|
||||
- 將 PR 限制在單個功能或錯誤修復
|
||||
- 將較大的更改拆分為較小的相關 PR
|
||||
- 將更改分為邏輯提交,可以獨立審查
|
||||
|
||||
2. **代碼質量**
|
||||
|
||||
- 運行 `npm run lint` 檢查代碼風格
|
||||
- 運行 `npm run format` 自動格式化代碼
|
||||
- 所有 PR 必須通過包括 lint 和格式化在內的 CI 檢查
|
||||
2. **程式碼品質**
|
||||
- 執行 `npm run lint` 檢查程式碼風格
|
||||
- 執行 `npm run format` 自動格式化程式碼
|
||||
- 所有 PR 必須通過包含程式碼風格檢查與格式化的 CI 檢查
|
||||
- 提交前解決所有 ESLint 警告或錯誤
|
||||
- 遵循 TypeScript 最佳實踐並保持類型安全
|
||||
- 遵循 TypeScript 最佳實務並維持型別安全
|
||||
|
||||
3. **測試**
|
||||
- 為新功能新增測試
|
||||
- 執行 `npm test` 確保所有測試通過
|
||||
- 若您的變更影響現有測試,請更新測試
|
||||
- 適當時包含單元測試與整合測試
|
||||
|
||||
- 為新功能添加測試
|
||||
- 運行 `npm test` 確保所有測試通過
|
||||
- 如果您的更改影響現有測試,請更新它們
|
||||
- 在適當的地方包括單元測試和集成測試
|
||||
4. **使用 Changesets 管理版本**
|
||||
- 使用 `npm run changeset` 為任何面向使用者的變更建立 changeset
|
||||
- 選擇適當的版本升級:
|
||||
- `major` 重大變更 (1.0.0 → 2.0.0)
|
||||
- `minor` 新功能 (1.0.0 → 1.1.0)
|
||||
- `patch` 錯誤修正 (1.0.0 → 1.0.1)
|
||||
- 撰寫清晰且描述性的 changeset 訊息,說明影響
|
||||
- 僅文件變更不需建立 changeset
|
||||
|
||||
4. **提交指南**
|
||||
5. **提交指引**
|
||||
- 撰寫清晰且描述性的提交訊息
|
||||
- 使用慣用提交格式(例如:「feat:」、「fix:」、「docs:」)
|
||||
- 在提交中引用相關議題,使用 #issue-number
|
||||
|
||||
- 撰寫清晰、描述性的提交消息
|
||||
- 使用常規提交格式(例如 "feat:"、"fix:"、"docs:")
|
||||
- 在提交中引用相關問題,使用 #issue-number
|
||||
6. **提交前檢查**
|
||||
- 將您的分支 rebase 到最新的 main
|
||||
- 確保您的分支可以成功建置
|
||||
- 再次確認所有測試通過
|
||||
- 檢查您的變更是否包含除錯程式碼或 console 紀錄
|
||||
|
||||
5. **提交前**
|
||||
|
||||
- 將您的分支重新基於最新的 main
|
||||
- 確保您的分支成功構建
|
||||
- 仔細檢查所有測試是否通過
|
||||
- 檢查您的更改是否有任何調試代碼或控制台日誌
|
||||
|
||||
6. **Pull Request 描述**
|
||||
- 清楚地描述您的更改內容
|
||||
- 包括測試更改的步驟
|
||||
- 列出任何重大更改
|
||||
- 為 UI 更改添加截圖
|
||||
7. **Pull Request 說明**
|
||||
- 清楚描述您的變更內容
|
||||
- 包含測試變更的步驟
|
||||
- 列出任何重大變更
|
||||
- 若有使用者介面變更,請附上截圖
|
||||
|
||||
## 貢獻協議
|
||||
|
||||
通過提交 pull request,您同意您的貢獻將根據與項目相同的許可證([Apache 2.0](LICENSE))進行許可。
|
||||
提交 Pull Request 即表示您同意您的貢獻將依照專案相同的授權條款([Apache 2.0](LICENSE))進行授權。
|
||||
|
||||
記住:貢獻於 Cline 不僅僅是編寫代碼 - 這是關於成為一個塑造 AI 輔助開發未來的社區的一部分。讓我們一起創造一些驚人的東西!🚀
|
||||
請記住:貢獻至 Cline 不只是撰寫程式碼,更是成為塑造 AI 輔助開發未來的社群一份子。讓我們一起打造令人驚艷的成果吧!🚀
|
||||
|
||||
+97
-71
@@ -1,4 +1,8 @@
|
||||
# Cline – OpenRouter 上的 \#1
|
||||
<div align="center"><sub>
|
||||
<a href="https://github.com/cline/cline/blob/main/README.md" target="_blank">English</a> | <a href="https://github.com/cline/cline/blob/main/locales/es/README.md" target="_blank">Español</a> | <a href="https://github.com/cline/cline/blob/main/locales/de/README.md" target="_blank">Deutsch</a> | <a href="https://github.com/cline/cline/blob/main/locales/ja/README.md" target="_blank">日本語</a> | <a href="https://github.com/cline/cline/blob/main/locales/zh-cn/README.md" target="_blank">简体中文</a> | 繁體中文 | <a href="https://github.com/cline/cline/blob/main/locales/ko/README.md" target="_blank">한국어</a>
|
||||
</sub></div>
|
||||
|
||||
# Cline
|
||||
|
||||
<p align="center">
|
||||
<img src="https://media.githubusercontent.com/media/cline/cline/main/assets/docs/demo.gif" width="100%" />
|
||||
@@ -8,7 +12,7 @@
|
||||
<table>
|
||||
<tbody>
|
||||
<td align="center">
|
||||
<a href="https://marketplace.visualstudio.com/items?itemName=saoudrizwan.claude-dev" target="_blank"><strong>在 VS Marketplace 下載</strong></a>
|
||||
<a href="https://marketplace.visualstudio.com/items?itemName=saoudrizwan.claude-dev" target="_blank"><strong>從 VS Marketplace 下載</strong></a>
|
||||
</td>
|
||||
<td align="center">
|
||||
<a href="https://discord.gg/cline" target="_blank"><strong>Discord</strong></a>
|
||||
@@ -17,29 +21,29 @@
|
||||
<a href="https://www.reddit.com/r/cline/" target="_blank"><strong>r/cline</strong></a>
|
||||
</td>
|
||||
<td align="center">
|
||||
<a href="https://github.com/cline/cline/discussions/categories/feature-requests?discussions_q=is%3Aopen+category%3A%22Feature+Requests%22+sort%3Atop" target="_blank"><strong>功能請求</strong></a>
|
||||
<a href="https://github.com/cline/cline/discussions/categories/feature-requests?discussions_q=is%3Aopen+category%3A%22Feature+Requests%22+sort%3Atop" target="_blank"><strong>功能建議</strong></a>
|
||||
</td>
|
||||
<td align="center">
|
||||
<a href="https://cline.bot/join-us" target="_blank"><strong>我們正在招聘!</strong></a>
|
||||
<a href="https://docs.cline.bot/getting-started/getting-started-new-coders" target="_blank"><strong>新手上路</strong></a>
|
||||
</td>
|
||||
</tbody>
|
||||
</table>
|
||||
</div>
|
||||
|
||||
認識 Cline,一個可以使用你的 **CLI** 和 **編輯器** 的 AI 助手。
|
||||
認識 Cline,一個可以使用您的**命令列介面** (CLI) 和**程式編輯器** (Editor) 的 AI 助理。
|
||||
|
||||
感謝 [Claude 3.7 Sonnet 的代理編碼能力](https://www.anthropic.com/claude/sonnet),Cline 可以一步步處理複雜的軟件開發任務。通過允許他創建和編輯文件、探索大型項目、使用瀏覽器和執行終端命令(在你授予權限後),他可以提供超越代碼完成或技術支持的幫助。Cline 甚至可以使用 Model Context Protocol (MCP) 創建新工具並擴展自己的能力。雖然自主 AI 腳本傳統上在沙盒環境中運行,但此擴展提供了一個人機交互的 GUI 來批准每個文件更改和終端命令,提供了一種安全且可訪問的方式來探索代理 AI 的潛力。
|
||||
感謝 [Claude 3.7 Sonnet 的代理式程式設計能力](https://www.anthropic.com/claude/sonnet),Cline 能夠逐步處理複雜的軟體開發任務。透過能讓他建立和編輯檔案、探索大型專案、使用瀏覽器,以及執行終端機指令(在您授權後)的工具,從而在程式碼補全或技術支援之外提供更深入的協助。Cline 甚至能使用模型上下文協定(Model Context Protocol,MCP)來建立新工具並擴展自己的功能。雖然自主 AI 腳本傳統上會在沙箱環境中執行,但這個擴充套件提供了人機互動的圖形介面,讓您可以核准每個檔案變更和終端機指令,提供一個安全且容易使用的方式來探索代理式 AI 的潛力。
|
||||
|
||||
1. 輸入你的任務並添加圖像,將模型轉換為功能應用程序或通過截圖修復錯誤。
|
||||
2. Cline 首先分析你的文件結構和源代碼 AST,運行正則表達式搜索,並閱讀相關文件以了解現有項目。通過仔細管理添加到上下文中的信息,Cline 即使在大型複雜項目中也能提供有價值的幫助,而不會使上下文窗口過載。
|
||||
3. 一旦 Cline 獲得所需信息,他可以:
|
||||
- 創建和編輯文件 + 監控 linter/編譯器錯誤,從而主動修復諸如缺少導入和語法錯誤等問題。
|
||||
- 直接在你的終端中執行命令並監控其輸出,從而在編輯文件後對開發服務器問題做出反應。
|
||||
- 對於 Web 開發任務,Cline 可以在無頭瀏覽器中啟動網站,點擊、輸入、滾動並捕獲截圖和控制台日誌,從而修復運行時錯誤和視覺錯誤。
|
||||
4. 當任務完成時,Cline 將通過終端命令如 `open -a "Google Chrome" index.html` 向你展示結果,你可以通過點擊按鈕運行該命令。
|
||||
1. 輸入您的任務,並可以加入圖片來將設計稿轉換成功能性應用程式,或使用截圖來修正錯誤。
|
||||
2. Cline 會先分析您的檔案結構和程式碼 AST、執行正規表達式搜尋,並讀取相關檔案,以便在現有專案中快速掌握狀況。透過仔細管理加入上下文的資訊,Cline 可以在不超過上下文視窗的情況下,為大型且複雜的專案提供有價值的協助。
|
||||
3. 一旦 Cline 取得所需資訊後,他可以:
|
||||
- 建立和編輯檔案,並在過程中監控程式碼檢查工具/編譯器的錯誤,讓他能主動修正缺少的匯入語句和語法錯誤等問題。
|
||||
- 直接在您的終端機中執行指令並監控其輸出,讓他能夠在編輯檔案後回應開發伺服器的問題。
|
||||
- 對於網頁開發任務,Cline 可以在無頭瀏覽器中啟動網站、點選、輸入、捲動並擷取螢幕截圖和主控台記錄,讓他能修正執行時錯誤和視覺問題。
|
||||
4. 當任務完成時,Cline 會以終端機指令(如 `open -a "Google Chrome" index.html`)向您呈現結果,您只需點選按鈕即可執行。
|
||||
|
||||
> [!提示]
|
||||
> 使用 `CMD/CTRL + Shift + P` 快捷鍵打開命令面板並輸入 "Cline: Open In New Tab" 將擴展作為標籤在編輯器中打開。這讓你可以與文件資源管理器並排使用 Cline,更清楚地看到他如何改變你的工作空間。
|
||||
> [!TIP]
|
||||
> 使用 `CMD/CTRL + Shift + P` 快速鍵開啟命令選擇區,輸入「Cline: Open In New Tab」即可在編輯器中以分頁方式開啟擴充套件。這讓您可以同時檢視檔案總管,並更清楚地看到 Cline 如何變更您的工作區。
|
||||
|
||||
---
|
||||
|
||||
@@ -47,115 +51,137 @@
|
||||
|
||||
### 使用任何 API 和模型
|
||||
|
||||
Cline 支持 OpenRouter、Anthropic、OpenAI、Google Gemini、AWS Bedrock、Azure 和 GCP Vertex 等 API 提供商。你還可以配置任何兼容 OpenAI 的 API,或通過 LM Studio/Ollama 使用本地模型。如果你使用 OpenRouter,擴展會獲取他們的最新模型列表,讓你在新模型可用時立即使用。
|
||||
Cline 支援 OpenRouter、Anthropic、OpenAI、Google Gemini、AWS Bedrock、Azure 和 GCP Vertex 等 API 提供者。您也可以設定任何與 OpenAI 相容的 API,或透過 LM Studio/Ollama 使用本機模型。若您使用 OpenRouter,此擴充套件會擷取他們最新的模型列表,讓您能在新模型推出時立即使用。
|
||||
|
||||
擴展還會跟蹤整個任務循環和單個請求的總令牌和 API 使用成本,讓你在每一步都了解支出情況。
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
此擴充套件也會追蹤整個任務迴圈和個別請求的 token 總數和 API 使用成本,讓您隨時掌握費用支出。
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
<img align="left" width="370" src="https://github.com/user-attachments/assets/81be79a8-1fdb-4028-9129-5fe055e01e76">
|
||||
|
||||
### 在終端中運行命令
|
||||
### 在終端機中執行指令
|
||||
|
||||
感謝 VSCode v1.93 中的新 [終端 shell 集成更新](https://code.visualstudio.com/updates/v1_93#_terminal-shell-integration-api),Cline 可以直接在你的終端中執行命令並接收輸出。這使他能夠執行廣泛的任務,從安裝包和運行構建腳本到部署應用程序、管理數據庫和執行測試,同時適應你的開發環境和工具鏈以正確完成工作。
|
||||
感謝 [VSCode v1.93 的終端機整合更新](https://code.visualstudio.com/updates/v1_93#_terminal-shell-integration-api),Cline 可以直接在您的終端機中執行指令並接收輸出。這讓他能執行各種任務,從安裝套件和執行建置腳本到部署應用程式、管理資料庫和執行測試,同時適應您的開發環境和工具鏈,以正確完成工作。
|
||||
|
||||
對於長時間運行的進程如開發服務器,使用“在運行時繼續”按鈕讓 Cline 在命令後台運行時繼續任務。當 Cline 工作時,他會在過程中收到任何新的終端輸出通知,讓他對可能出現的問題做出反應,例如編輯文件時的編譯時錯誤。
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
對於開發伺服器等長時間執行的程序,使用「繼續執行中的程序」按鈕讓 Cline 在指令於背景執行時繼續任務。當 Cline 工作時,他會收到任何新的終端機輸出通知,讓他能回應可能出現的問題,例如編輯檔案時的編譯錯誤。
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
<img align="right" width="400" src="https://github.com/user-attachments/assets/c5977833-d9b8-491e-90f9-05f9cd38c588">
|
||||
|
||||
### 創建和編輯文件
|
||||
### 建立和編輯檔案
|
||||
|
||||
Cline 可以直接在你的編輯器中創建和編輯文件,向你展示更改的差異視圖。你可以直接在差異視圖編輯器中編輯或恢復 Cline 的更改,或在聊天中提供反饋,直到你對結果滿意。Cline 還會監控 linter/編譯器錯誤(缺少導入、語法錯誤等),以便他在過程中自行修復出現的問題。
|
||||
Cline 可以直接在您的編輯器中建立和編輯檔案,並顯示變更的差異檢視。您可以直接在差異檢視編輯器中編輯或還原 Cline 的變更,或在聊天中提供意見回饋,直到您滿意結果為止。Cline 也會監控程式碼檢查工具/編譯器的錯誤(缺少的匯入語句、語法錯誤等),讓他能自行修正過程中出現的問題。
|
||||
|
||||
Cline 所做的所有更改都會記錄在你的文件時間軸中,提供了一種簡單的方法來跟蹤和恢復修改(如果需要)。
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
所有 Cline 做的變更都會記錄在您檔案的時間軸中,提供簡單的方式來追蹤和還原修改。
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
<img align="left" width="370" src="https://github.com/user-attachments/assets/bc2e85ba-dfeb-4fe6-9942-7cfc4703cbe5">
|
||||
|
||||
### 使用瀏覽器
|
||||
|
||||
借助 Claude 3.5 Sonnet 的新 [計算機使用](https://www.anthropic.com/news/3-5-models-and-computer-use) 功能,Cline 可以啟動瀏覽器,點擊元素,輸入文本和滾動,在每一步捕獲截圖和控制台日誌。這允許進行交互式調試、端到端測試,甚至是一般的網頁使用!這使他能夠自主修復視覺錯誤和運行時問題,而無需你親自操作和複製粘貼錯誤日誌。
|
||||
透過 Claude 3.5 Sonnet 的新[電腦使用](https://www.anthropic.com/news/3-5-models-and-computer-use)功能,Cline 可以啟動瀏覽器、點選元素、輸入文字和捲動,在每個步驟擷取螢幕截圖和主控台記錄。這讓互動式除錯、端對端測試,甚至一般網頁使用成為可能!這讓他能獨立修正視覺問題和執行時錯誤,而不需要您手動複製錯誤記錄。
|
||||
|
||||
試試讓 Cline “測試應用程序”,看看他如何運行 `npm run dev` 命令,在瀏覽器中啟動你本地運行的開發服務器,並執行一系列測試以確認一切正常。[在這裡查看演示。](https://x.com/sdrzn/status/1850880547825823989)
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
試著請 Cline 「測試應用程式」,觀察他如何執行 `npm run dev`、在瀏覽器中啟動您的本機開發伺服器,並執行一系列測試來確認一切正常運作。[點此觀看示範](https://x.com/sdrzn/status/1850880547825823989)。
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
<img align="right" width="350" src="https://github.com/user-attachments/assets/ac0efa14-5c1f-4c26-a42d-9d7c56f5fadd">
|
||||
|
||||
### “添加一個工具……”
|
||||
### 「新增一個工具來...」
|
||||
|
||||
感謝 [Model Context Protocol](https://github.com/modelcontextprotocol),Cline 可以通過自定義工具擴展他的能力。雖然你可以使用 [社區製作的服務器](https://github.com/modelcontextprotocol/servers),但 Cline 可以創建和安裝適合你特定工作流程的工具。只需讓 Cline “添加一個工具”,他將處理所有事情,從創建新的 MCP 服務器到將其安裝到擴展中。這些自定義工具將成為 Cline 工具包的一部分,準備在未來的任務中使用。
|
||||
感謝[模型上下文協定](https://github.com/modelcontextprotocol),Cline 可以透過自訂工具擴展他的功能。雖然您可以使用[社群製作的伺服器](https://github.com/modelcontextprotocol/servers),但 Cline 可以改為建立專門為您的工作流程量身打造的工具。只要請 Cline 「新增工具」,他就會處理所有事情,從建立新的 MCP 伺服器到將其安裝到擴充套件中。這些自訂工具就會成為 Cline 工具箱的一部分,隨時可用於未來的任務。
|
||||
|
||||
- “添加一個獲取 Jira 工單的工具”:檢索工單 AC 並讓 Cline 開始工作
|
||||
- “添加一個管理 AWS EC2 的工具”:檢查服務器指標並上下擴展實例
|
||||
- “添加一個獲取最新 PagerDuty 事件的工具”:獲取詳細信息並讓 Cline 修復錯誤
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
- 「新增一個擷取 Jira 工單的工具」:取得工單驗收條件並讓 Cline 開始工作
|
||||
- 「新增一個管理 AWS EC2 的工具」:檢查伺服器指標並調整執行個體規模
|
||||
- 「新增一個擷取最新 PagerDuty 事件的工具」:取得詳細資訊並請 Cline 修復錯誤
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
<img align="left" width="360" src="https://github.com/user-attachments/assets/7fdf41e6-281a-4b4b-ac19-020b838b6970">
|
||||
|
||||
### 添加上下文
|
||||
### 新增上下文
|
||||
|
||||
**`@url`:** 粘貼一個 URL 以供擴展獲取並轉換為 markdown,當你想給 Cline 提供最新文檔時非常有用
|
||||
|
||||
**`@problems`:** 添加工作區錯誤和警告(“問題”面板)以供 Cline 修復
|
||||
|
||||
**`@file`:** 添加文件內容,這樣你就不必浪費 API 請求批准讀取文件(+ 輸入以搜索文件)
|
||||
|
||||
**`@folder`:** 一次添加文件夾的文件,以進一步加快你的工作流程
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
**`@url`:**貼上網址讓擴充套件擷取並轉換為 Markdown,當您想給 Cline 最新文件時很有用
|
||||
**`@problems`:**新增工作區的錯誤和警告(「問題」面板)給 Cline 修正
|
||||
**`@file`:**新增檔案內容,讓您不必浪費 API 請求來核准讀取檔案(+ 輸入以搜尋檔案)
|
||||
**`@folder`:**一次新增整個資料夾的檔案,讓您的工作流程更快速
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
<img align="right" width="350" src="https://github.com/user-attachments/assets/140c8606-d3bf-41b9-9a1f-4dbf0d4c90cb">
|
||||
|
||||
### 檢查點:比較和恢復
|
||||
### 檢查點:比較和還原
|
||||
|
||||
當 Cline 完成任務時,擴展會在每一步拍攝你的工作區快照。你可以使用“比較”按鈕查看快照和當前工作區之間的差異,並使用“恢復”按鈕回滾到該點。
|
||||
當 Cline 處理任務時,擴充套件會在每個步驟擷取您工作區的快照。您可以使用「比較」按鈕檢視快照與目前工作區的差異,並使用「還原」按鈕回到該時間點。
|
||||
|
||||
例如,當使用本地 Web 服務器時,你可以使用“僅恢復工作區”快速測試應用程序的不同版本,然後在找到要繼續構建的版本時使用“恢復任務和工作區”。這讓你可以安全地探索不同的方法而不會丟失進度。
|
||||
|
||||
<!-- 透明像素以在浮動圖像後創建換行 -->
|
||||
例如,在使用本機網頁伺服器時,您可以使用「僅還原工作區」來快速測試應用程式的不同版本,然後在找到想要繼續開發的版本時使用「還原任務和工作區」。這讓您能安全地探索不同方法而不會失去進度。
|
||||
|
||||
<!-- 透明像素用於浮動圖片後的換行 -->
|
||||
<img width="2000" height="0" src="https://github.com/user-attachments/assets/ee14e6f7-20b8-4391-9091-8e8e25561929"><br>
|
||||
|
||||
## 貢獻
|
||||
|
||||
要為項目做出貢獻,請從我們的 [貢獻指南](CONTRIBUTING.md) 開始,了解基礎知識。你還可以加入我們的 [Discord](https://discord.gg/cline) 在 `#contributors` 頻道與其他貢獻者聊天。如果你正在尋找全職工作,請查看我們在 [招聘頁面](https://cline.bot/join-us) 上的開放職位!
|
||||
要為專案貢獻,請先閱讀我們的[貢獻指南](CONTRIBUTING.md)來了解基礎知識。您也可以加入我們的 [Discord](https://discord.gg/cline),在 `#contributors` 頻道與其他貢獻者交流。如果您在尋找全職工作,請檢視我們[職涯頁面](https://cline.bot/join-us)上的職缺!
|
||||
|
||||
<details>
|
||||
<summary>本地開發說明</summary>
|
||||
<summary>本機開發說明</summary>
|
||||
|
||||
1. 克隆倉庫 _(需要 [git-lfs](https://git-lfs.com/))_:
|
||||
```bash
|
||||
git clone https://github.com/cline/cline.git
|
||||
```
|
||||
2. 在 VSCode 中打開項目:
|
||||
```bash
|
||||
code cline
|
||||
```
|
||||
3. 安裝擴展和 webview-gui 的必要依賴:
|
||||
```bash
|
||||
npm run install:all
|
||||
```
|
||||
4. 按 `F5`(或 `運行`->`開始調試`)啟動以打開一個加載了擴展的新 VSCode 窗口。(如果你在構建項目時遇到問題,可能需要安裝 [esbuild problem matchers 擴展](https://marketplace.visualstudio.com/items?itemName=connor4312.esbuild-problem-matchers))
|
||||
1. 複製程式碼庫(需要 [git-lfs](https://git-lfs.com/)):
|
||||
|
||||
```bash
|
||||
git clone https://github.com/cline/cline.git
|
||||
```
|
||||
|
||||
2. 在 VSCode 中開啟專案:
|
||||
|
||||
```bash
|
||||
code cline
|
||||
```
|
||||
|
||||
3. 安裝擴充套件和網頁介面所需的相依套件:
|
||||
|
||||
```bash
|
||||
npm run install:all
|
||||
```
|
||||
|
||||
4. 按下 `F5`(或選擇「執行」->「開始除錯」)來啟動並開啟一個已載入擴充套件的新 VSCode 視窗。(如果建置專案時遇到問題,您可能需要安裝 [esbuild problem matchers 擴充套件](https://marketplace.visualstudio.com/items?itemName=connor4312.esbuild-problem-matchers))
|
||||
|
||||
</details>
|
||||
|
||||
## 許可證
|
||||
<details>
|
||||
<summary>建立 Pull Request</summary>
|
||||
|
||||
1. 在建立 PR 前,產生一個 changeset 項目:
|
||||
|
||||
```bash
|
||||
npm run changeset
|
||||
```
|
||||
|
||||
這會提示您填寫:
|
||||
- 變更類型(major、minor、patch)
|
||||
- `major` → 重大變更(1.0.0 → 2.0.0)
|
||||
- `minor` → 新功能(1.0.0 → 1.1.0)
|
||||
- `patch` → 錯誤修正(1.0.0 → 1.0.1)
|
||||
- 您的變更說明
|
||||
|
||||
2. 提交您的變更和產生的 `.changeset` 檔案
|
||||
|
||||
3. 推送您的分支並在 GitHub 上建立 PR。我們的 CI 會:
|
||||
- 執行測試和檢查
|
||||
- Changesetbot 會建立一個顯示版本影響的評論
|
||||
- 當合併到 main 時,changesetbot 會建立一個 Version Packages PR
|
||||
- 當 Version Packages PR 合併時,就會發布新版本
|
||||
|
||||
</details>
|
||||
|
||||
## 授權條款
|
||||
|
||||
[Apache 2.0 © 2025 Cline Bot Inc.](./LICENSE)
|
||||
|
||||
@@ -18,6 +18,7 @@ Welcome to the Cline documentation - your comprehensive guide to using and exten
|
||||
- **Understand Cline's capabilities:**
|
||||
|
||||
- [Cline Tools Guide](tools/cline-tools-guide.md)
|
||||
- [Mentions Feature Guide](tools/mentions-guide.md)
|
||||
|
||||
- **Extend Cline with MCP Servers:**
|
||||
- [MCP Overview](mcp/README.md)
|
||||
@@ -0,0 +1,67 @@
|
||||
flowchart TB
|
||||
subgraph "VSCode Extension Host"
|
||||
subgraph "Core Extension"
|
||||
ExtensionEntry["Extension Entry<br/>src/extension.ts"]
|
||||
WebviewProvider["WebviewProvider<br/>src/core/webview/index.ts"]
|
||||
Controller["Controller<br/>src/core/controller/index.ts"]
|
||||
Task["Task<br/>src/core/task/index.ts"]
|
||||
GlobalState["VSCode Global State"]
|
||||
SecretsStorage["VSCode Secrets Storage"]
|
||||
McpHub["McpHub<br/>src/services/mcp/McpHub.ts"]
|
||||
end
|
||||
|
||||
subgraph "Webview UI"
|
||||
WebviewApp["React App<br/>webview-ui/src/App.tsx"]
|
||||
ExtStateContext["ExtensionStateContext<br/>webview-ui/src/context/ExtensionStateContext.tsx"]
|
||||
ReactComponents["React Components"]
|
||||
end
|
||||
|
||||
subgraph "Storage"
|
||||
TaskStorage["Task Storage<br/>Per-Task Files & History"]
|
||||
CheckpointSystem["Git-based Checkpoints"]
|
||||
end
|
||||
|
||||
subgraph "API Providers"
|
||||
AnthropicAPI["Anthropic"]
|
||||
OpenRouterAPI["OpenRouter"]
|
||||
BedrockAPI["AWS Bedrock"]
|
||||
OtherAPIs["Other Providers"]
|
||||
end
|
||||
|
||||
subgraph "MCP Servers"
|
||||
ExternalMcpServers["External MCP Servers"]
|
||||
end
|
||||
end
|
||||
|
||||
%% Core Extension Data Flow
|
||||
ExtensionEntry --> WebviewProvider
|
||||
WebviewProvider --> Controller
|
||||
Controller --> Task
|
||||
Controller --> McpHub
|
||||
Task --> GlobalState
|
||||
Task --> SecretsStorage
|
||||
Task --> TaskStorage
|
||||
Task --> CheckpointSystem
|
||||
Task --> |"API Requests"| AnthropicAPI
|
||||
Task --> |"API Requests"| OpenRouterAPI
|
||||
Task --> |"API Requests"| BedrockAPI
|
||||
Task --> |"API Requests"| OtherAPIs
|
||||
McpHub --> |"Connects to"| ExternalMcpServers
|
||||
Task --> |"Uses"| McpHub
|
||||
|
||||
%% Webview Data Flow
|
||||
WebviewApp --> ExtStateContext
|
||||
ExtStateContext --> ReactComponents
|
||||
|
||||
%% Bidirectional Communication
|
||||
WebviewProvider <--> |"postMessage"| ExtStateContext
|
||||
|
||||
classDef vscodeState fill:#f9f,stroke:#333,stroke-width:2px
|
||||
classDef contextClass fill:#bbf,stroke:#333,stroke-width:2px
|
||||
classDef providerClass fill:#bfb,stroke:#333,stroke-width:2px
|
||||
classDef apiClass fill:#fdb,stroke:#333,stroke-width:2px
|
||||
|
||||
class GlobalState,SecretsStorage vscodeState
|
||||
class ExtStateContext contextClass
|
||||
class WebviewProvider,McpHub providerClass
|
||||
class AnthropicAPI,OpenRouterAPI,BedrockAPI,OtherAPIs apiClass
|
||||
Some files were not shown because too many files have changed in this diff Show More
Reference in New Issue
Block a user