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Cursor IDE Agent

Use Cursor Agent for coding tasks via two paths: (1) Local CLI — run Cursor Agent directly from terminal for fast, general-purpose coding in any project; (2)...

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版本3.0.2
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🔌MCP

技能说明


name: cursor-agent version: 3.0.2 description: "Use Cursor Agent for coding tasks via two paths: (1) Local CLI — run Cursor Agent directly from terminal for fast, general-purpose coding in any project; (2) VS Code Node — control a remote Cursor/VS Code IDE through OpenClaw Node protocol for targeted project work with full IDE intelligence. Prefer CLI for speed; use Node when you need IDE features (diagnostics, references, debugging)." metadata: { "openclaw": { "emoji": "🖥️", "requires": { "anyBins": ["agent", "cursor-agent"] } }, }

Cursor Agent Skill

Two ways to use Cursor Agent from OpenClaw, for different scenarios.

Related

Path Selection

ScenarioPathWhy
Quick coding task, bug fix, refactorCLIFast, no setup, works anywhere
Generate code, review PR, write testsCLINon-interactive -p mode is perfect
Fix type errors using real diagnosticsNodediagnostics.get shows actual TS/lint errors
Navigate definitions/references firstNodelang.definition, lang.references
Run project tests and iterateNodetest.run + test.results loop
Debug with breakpointsNodeFull debug protocol
Targeted changes to a specific projectNodeIDE workspace context is precise

Default: CLI. Use Node only when you specifically need IDE intelligence.


Path 1: CLI (Local Cursor Agent)

Prerequisites

# Install
curl https://cursor.com/install -fsS | bash

# Login
agent login

# Verify
agent --version

Modes

ModeFlagUse Case
Agent(default)Full coding — reads, writes, runs commands
Plan--plan or --mode=planDesign approach first, then choose local or cloud execution
Ask--mode=askRead-only codebase exploration, no edits

Interactive Mode

# Start interactive session
agent

# Start with prompt
agent "refactor the auth module to use JWT tokens"

# Start in plan mode
agent --plan "design a caching layer for the API"

# Start in ask mode
agent --mode=ask "explain how the auth middleware works"

Non-Interactive Mode (Automation)

# One-shot task (prints result, exits)
agent -p "find and fix all unused imports in src/"

# With specific model
agent -p "review this code for security issues" --model gpt-5.2

# JSON output for parsing
agent -p "list all TODO comments" --output-format json

# Streaming JSON (real-time)
agent -p "run tests and report" --output-format stream-json --stream-partial-output

# Force mode (auto-apply changes, no confirmation)
agent -p "fix all linting errors" --force

Cloud Agent Handoff

Push work to Cursor's cloud to continue running while you're away:

# Start directly in cloud
agent -c "refactor the auth module and add comprehensive tests"

# Mid-conversation: prepend & to send to cloud
& refactor the auth module and add comprehensive tests

Pick up at cursor.com/agents.

Session Management

agent ls              # List previous conversations
agent resume          # Resume most recent
agent --continue      # Continue previous session
agent --resume="id"   # Resume specific conversation

Slash Commands (Interactive)

CommandAction
/planSwitch to Plan mode / view current plan
/askSwitch to Ask mode
/modelsSwitch AI model
/compressSummarize conversation, free context
/rulesCreate/edit rules
/commandsCreate/edit custom commands
/mcp enable <name>Enable MCP server
/mcp disable <name>Disable MCP server
/sandboxConfigure sandbox mode
/max-mode [on|off]Toggle Max Mode
/resumeResume previous conversation

Keyboard Shortcuts

ShortcutAction
Shift+TabRotate modes (Agent → Plan → Ask)
Shift+EnterInsert newline (multi-line prompt)
Ctrl+RReview changes (i for instructions, arrows to navigate)
Ctrl+DExit (double-press for safety)
ArrowUpCycle previous messages

Context & Rules

The CLI automatically loads:

  • .cursor/rules directory
  • AGENTS.md at project root
  • CLAUDE.md at project root
  • MCP servers from mcp.json

Use @filename or @directory/ in interactive mode to include context.

⚠️ Using CLI from OpenClaw (PTY Required)

Cursor CLI is an interactive TUI — it needs a real terminal. Use pty:true:

# ✅ Correct — with PTY
exec pty:true command:"agent -p 'Your task'" workdir:/path/to/project

# ✅ Background for longer tasks
exec pty:true background:true command:"agent -p 'Build REST API'" workdir:/path/to/project

# ❌ Wrong — will hang
exec command:"agent -p 'Your task'"

For long tasks, use background + poll:

# Start
exec pty:true background:true workdir:~/project command:"agent -p 'Add comprehensive tests for the auth module' --force"

# Check progress
process action:log sessionId:XXX

# Check if done
process action:poll sessionId:XXX

Sandbox Controls

# Start with sandbox enabled
agent --sandbox enabled

# Start with sandbox disabled
agent --sandbox disabled

# Configure interactively
/sandbox

Sandbox supports granular network access controls — define which domains the agent can reach.


Path 2: VS Code / Cursor Node

Remote-control a Cursor/VS Code IDE through the OpenClaw Node protocol. The IDE must have the openclaw-node-vscode extension installed and connected.

Prerequisites

  • Extension installed: VS Code Marketplace
  • Node visible in nodes status
  • Extension status bar shows 🟢

Invocation Pattern

nodes invoke --node "<name>" --invokeCommand "<cmd>" --invokeParamsJson '{"key":"val"}'

Timeout Guide

OperationinvokeTimeoutMsNotes
File/editor/lang15000Fast IDE operations
Git30000May involve disk I/O
Test60000Depends on test suite
Agent plan/ask180000AI thinking time
Agent run300000Full coding task

Command Reference

CategoryPrefixKey Commands
Filevscode.file.*read, write, edit, delete
Directoryvscode.dir.*list
Languagevscode.lang.*definition, references, hover, symbols, rename, codeActions, format
Editorvscode.editor.*context, openFiles, selections
Diagnosticsvscode.diagnostics.*get (errors/warnings)
Gitvscode.git.*status, diff, log, blame, stage, unstage, commit, stash
Testvscode.test.*list, run, results
Debugvscode.debug.*launch, stop, breakpoint, evaluate, stackTrace, variables, status
Agentvscode.agent.*status, run, setup
Workspacevscode.workspace.*info

Quick Examples

# Read a file
nodes invoke --node "my-cursor" --invokeCommand "vscode.file.read" \
  --invokeParamsJson '{"path":"src/main.ts"}'

# Get diagnostics (real type errors!)
nodes invoke --node "my-cursor" --invokeCommand "vscode.diagnostics.get"

# Go to definition
nodes invoke --node "my-cursor" --invokeCommand "vscode.lang.definition" \
  --invokeParamsJson '{"path":"src/main.ts","line":10,"character":5}'

# Git status + commit
nodes invoke --node "my-cursor" --invokeCommand "vscode.git.status"
nodes invoke --node "my-cursor" --invokeCommand "vscode.git.stage" \
  --invokeParamsJson '{"paths":["src/main.ts"]}'
nodes invoke --node "my-cursor" --invokeCommand "vscode.git.commit" \
  --invokeParamsJson '{"message":"fix: resolve type error"}'

# Delegate to Cursor Agent (through IDE)
nodes invoke --node "my-cursor" --invokeCommand "vscode.agent.run" \
  --invokeParamsJson '{"prompt":"Add error handling to all API endpoints","mode":"plan"}' \
  --invokeTimeoutMs 180000

Node Workflow: Fix → Verify → Commit

The real power of Node path — a closed loop with IDE intelligence:

1. diagnostics.get           → Find real errors
2. vscode.agent.run (fix)    → Let Cursor Agent fix them
3. diagnostics.get           → Verify errors resolved
4. test.run                  → Run tests
5. test.results              → Check results
6. git.diff                  → Review changes
7. git.stage + git.commit    → Ship it

No tmux, no TTY hacks — all through VS Code API.


Combined Workflow Example

Use CLI for broad tasks, switch to Node for precision:

1. CLI: agent -p "implement user authentication module" --force
   → Generates the initial code quickly

2. Node: vscode.diagnostics.get
   → Reveals 3 type errors the CLI missed

3. Node: vscode.agent.run '{"prompt":"fix these type errors: ..."}'
   → Fixes with full IDE context

4. Node: vscode.test.run
   → Runs test suite

5. Node: vscode.git.stage + vscode.git.commit
   → Clean commit

Error Handling

ErrorCauseFix
CLI hangsNo PTYAdd pty:true to exec
node not foundExtension disconnectedCheck VS Code status bar
command not allowedGateway whitelistAdd to gateway.nodes.allowCommands
timeoutOperation too longIncrease invokeTimeoutMs
path traversal blockedAbsolute path usedUse relative paths for Node

Security

  • CLI: Respects sandbox mode, command approval, rules
  • Node: All paths relative to workspace, Ed25519 device identity, Gateway approval required
  • Both: No raw shell access by default

如何使用「Cursor IDE Agent」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「Cursor IDE Agent」技能完成任务
  4. 结果即时呈现,支持继续对话优化

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