刷到一个神仙开源项目cline，65.6k star，写代码效率确实能提不少

一个引擎同时给SDK、CLI、VS Code和JetBrains全家桶用，你在编辑器里点两下，它自己读代码、建文件、跑命令，改完还等你点头才动手。

终端里跑全自动模式，能直接塞进CI/CD流水线。我实测挂在GitHub Actions上，提交代码自动修lint、补单测，睡一觉起来PR都给你开好了。

自带Web看板，一次拉十几个agent并行干活，每个任务独享一个git分支，改完自动提交。我上周让它同时修三个仓库的bug，比自己一个个改省了至少俩小时。

有技术基础的可以二次开发，小白照着文档跑也行。 这项目本质是把IDE、终端、任务编排全打通了，底层是同一个agent引擎。 官方还发了SDK，自定义工具、多agent协作、定时任务都能玩。 类似的编排能力要是自己从零搓，光设计任务状态机就得熬几个通宵 你们现在干活是习惯让agent一条命令跑完，还是喜欢每一步都人工确认再继续？

https://github.com/cline/cline

#AI #AI工具老炮

cline/cline

Source: https://github.com/cline/cline

Cline

The open source coding agent in your IDE and terminal.

npm i -g cline

npm i -g kanban

npm install @cline/sdk

Index

Edits Code Across Your Project

Cline reads your project structure, understands the relationships between files, and makes coordinated changes across your codebase. It monitors linter and compiler errors as it works, fixing issues like missing imports, type mismatches, and syntax errors before you even see them. In VS Code and JetBrains, every edit shows up as a diff you can review, modify, or revert. All changes are tracked with checkpoints, so you can easily undo the agent’s work.

Runs Bash Commands

Cline executes commands directly in your terminal and watches the output in real time. Install packages, run build scripts, execute tests, deploy applications, manage databases. For long-running processes like dev servers, Cline continues working in the background and reacts to new output as it appears, catching compile errors, test failures, and server crashes as they happen.

Plan and Act

Toggle between Plan mode and Act mode. In Plan mode, Cline explores your codebase, asks clarifying questions, and lays out a strategy. Once you’re aligned, switch to Act mode and Cline executes the plan. Every file edit and terminal command requires your approval, so you stay in control of what actually changes. Or toggle auto-approve and let Cline run autonomously.

Rules and Skills

Define project-specific rules in .clinerules files that guide how Cline works in your codebase: coding standards, architecture conventions, deployment procedures, testing requirements. Rules are picked up automatically by the CLI, VS Code extension, and JetBrains plugin. Use skills to let the model load specific rules when needed.

Works With Every Model

Cline is not locked to a single AI provider. Use whichever model fits your workflow:

Extend With Plugins or MCP Servers

Extend Cline’s capabilities with plugins. Using the SDK, register tools and lifecycle hooks programmatically through the plugin system for logging, auditing, policy enforcement, or adding domain-specific capabilities. Simple plugin example below.

import { Agent, createTool } from "@cline/sdk"

const deployTool = createTool({
  name: "deploy",
  description: "Deploy the current branch to staging.",
  inputSchema: { type: "object", properties: { env: { type: "string" } }, required: ["env"] },
  execute: async (input) => {
    // your deployment logic
  },
})

const agent = new Agent({ tools: [deployTool], /* ... */ })

…or use MCP servers to connect to databases, query APIs, manage cloud infrastructure, and interact with external systems. Use community-built servers or ask Cline to create custom tools on the fly. In the CLI, manage servers with cline mcp.

Multi-Agent Teams

Coordinate multiple agents working together on complex tasks. A coordinator agent breaks the work into subtasks and delegates to specialist agents, each with their own tools and context. Team state persists across sessions so you can pick up where you left off.

cline --team-name auth-sprint "Plan and implement user authentication with tests"

Scheduled Agents

Run agents on cron schedules for recurring automations. Daily PR summaries, weekly dependency checks, codebase health reports. Schedules persist across restarts and run independently of any terminal session.

cline schedule create "PR summary" \
  --cron "0 9 * * MON-FRI" \
  --prompt "List all open PRs and their review status" \
  --workspace /path/to/repo

Connect to Slack, Telegram, Discord, and More

Chat with your agent from any messaging platform: Telegram, Slack, Discord, Google Chat, WhatsApp, and Linear. Each conversation thread maps to an agent session with full context. Set up access control to restrict who can interact with your agent.

# Connect to Telegram
cline connect telegram -k $BOT_TOKEN
# Connect to Slack through webhook
cline connect slack --bot-token $SLACK_TOKEN --signing-secret $SECRET --base-url $URL
# Connect to Slack using socket mode
cline connect slack --bot-token $SLACK_TOKEN --app-token $SLACK_APP_TOKEN

Headless CLI for CI/CD

Run Cline with zero interaction for scripting and automation. Pipe input, get JSON output, chain commands, integrate into CI/CD pipelines.

cline "Run tests and fix any failures"
git diff origin/main | cline "Review these changes for issues"
cline --json "List all TODO comments" | jq -r 'select(.type == "agent_event" and .event.text) | .event.text'

Contributing

Start with the Contributing Guide. Join our Discord and head to the #contributors channel to connect with other contributors. Check our careers page for full-time roles.

License

Apache 2.0 © 2026 Cline Bot Inc.