aicommand 0.1.0

AI-Powered Command Line Agent — Describe what you want, it executes for you

aiCLI — AI-Powered Command Line Agent

You speak, it executes. Describe what you want in natural language — aiCLI plans the steps, runs the commands, and handles errors autonomously.

爱 CLI — Because nobody remembers all those commands.
爱 CLI — 因为没人记得住那么多命令。

English | 中文

---

😤 Sound Familiar?

• Can't remember the exact grep/awk/sed flags to extract that field?
• Every time you install software, you Google the tutorial? Docker, Nginx, MySQL — all different?
• Staring at the terminal, unsure what command to type next?
• You're great at Java/Python/Frontend, but Linux sysadmin is not your thing?

aiCLI is built for developers who just want to get things done — without memorizing a thousand commands.

$ aicli --local
aicli> install Docker and Docker Compose

==================================================
  1. Check existing Docker installation — 5s — safe
  2. Install Docker Engine — 60s — low risk
  3. Install Docker Compose plugin — 30s — low risk
  4. Verify installation — 5s — safe
==================================================

  Confirm execution plan? [Y]: Y

──────────────────────────────────────────────────
  Step 1
  GOAL:  Check if Docker is already installed
  CMD:   docker --version
  RISK:  safe *  [auto-execute]
──────────────────────────────────────────────────
[auto] executing...
[OK] | 200ms

  ... (aiCLI continues through all steps autonomously)

==================================================
[DONE] | 4 commands executed
       Docker v27.3.1 and Docker Compose v2.29.7 installed successfully

Three Scenarios, One Tool

Scenario	Command	Description
Local Machine	aicli --local	Execute commands on your own computer
Remote Linux	aicli --host 192.168.1.100 --user root	SSH into any Linux server
Remote Windows	aicli --host 10.0.0.5 --user administrator	SSH into Windows (OpenSSH Server required)

Quick Start

Option 1: Install via pip / uv (Recommended)

pip install ai-cli
# or
uv tool install ai-cli

# Run
aicli --local

Option 2: Run from Source

git clone https://github.com/yanzhangyanyan/ai-cli.git
cd ai-cli
uv sync
uv run aicli --local

Prerequisites

Dependency	Version	Notes
Python	≥ 3.11	Runtime
LLM API	Any OpenAI-compatible	ChatGPT, GLM, Ollama, LiteLLM, etc.

Features

Feature	Description
Natural Language → Execution	Describe what you want, aiCLI plans and executes
Autonomous Planning	Receives task → outputs full plan → confirms → executes step by step
Auto / Confirm Modes	Low-risk operations auto-execute; high-risk operations ask first
Error Self-Healing	If a step fails, aiCLI analyzes the error and tries an alternative
Safe by Design	Code-level safety net: rm -rf, mkfs, reboot always require confirmation
Cross-Platform	Local (Windows/Linux/macOS), Remote Linux, Remote Windows
Dual Mode	Standalone CLI + MCP Server (embed into any AI agent)
Context Memory	Set project context; agent remembers across tasks
Smart Compression	200-step long tasks auto-summarize early steps to stay within token limits
Bilingual	English and Chinese UI — select on first run
Connection Diagnostics	If SSH fails, tells you exactly why and how to fix it

Usage

Interactive CLI

# Local mode
aicli --local

# Remote SSH
aicli --host 192.168.1.100 --user root --password secret

# With options
aicli --local --llm https://api.openai.com/v1 --model gpt-4o

Inside aiCLI

aicli> install nginx

aicli> check disk space and clean up /tmp if over 80%

aicli> configure UFW firewall: allow 80, 443, deny 3306

aicli> deploy this docker-compose.yml and make sure all containers are healthy

MCP Server Mode

aiCLI can be embedded into any MCP-compatible AI agent (opencode, Claude Desktop, etc.):

{
  "mcpServers": {
    "aicli": {
      "type": "local",
      "command": ["aicli", "serve"],
      "environment": {
        "AICLI_LLM_BASE_URL": "https://api.openai.com/v1",
        "AICLI_LLM_API_KEY": "sk-...",
        "AICLI_LLM_MODEL": "gpt-4o"
      },
      "timeout": 60000
    }
  }
}

CLI Commands

local                               Local mode (no SSH needed)
connect <user@host> [password]      Connect to remote host
disconnect                          Disconnect
exec <command>                      Execute a single command manually
file_read <path>                    Read a file
file_write <path> <content>         Write to a file
probe                               Detect system info
run <description>                   Agent plans and executes
<free text>                         Just type what you want (same as run)
config                              View config
config model [name]                 Switch model
config thinking [on|off]            Toggle thinking mode
config setup                        Reconfigure wizard
context <description>               Set project context

Configuration

Config Priority

CLI args (--llm, --model)  >  Environment vars (AICLI_LLM_*)  >  Config file

Supported LLM Providers

Any OpenAI-compatible API:

Provider	Base URL	Notes
OpenAI	https://api.openai.com/v1	GPT-4o, etc.
GLM (Zhipu)	https://open.bigmodel.cn/api/paas/v4	GLM-4, GLM-5
Ollama (local)	http://localhost:11434/v1	Any local model
LiteLLM (proxy)	http://localhost:4000/v1	Unified gateway

License

GNU Affero General Public License v3.0 (AGPL-3.0) — free to use and modify, but all derivative works must also be open source. Cloud service providers using modified versions must provide source code to users.

---

---

😤 是不是很熟悉？

• 记不住 grep/awk/sed 的各种参数组合？
• 每次装软件都要搜教程？Docker、Nginx、MySQL 配置各不同？
• 对着终端发呆，不知道下一步该敲什么？
• Java/前端写得溜，但 Linux 命令行是你的噩梦？

aiCLI 专为"只想把活干完，不想背一千条命令"的开发者而生。

$ aicli --local
aicli> 安装 Docker 和 Docker Compose

==================================================
  1. 检查现有 Docker 安装 — 5s — 安全
  2. 安装 Docker Engine — 60s — 低风险
  3. 安装 Docker Compose 插件 — 30s — 低风险
  4. 验证安装 — 5s — 安全
==================================================

  确认执行此方案？[Y]: Y

──────────────────────────────────────────────────
  Step 1
  GOAL:  检查是否已安装 Docker
  CMD:   docker --version
  RISK:  安全 *  [自动执行]
──────────────────────────────────────────────────
[auto] executing...
[OK] | 200ms

  ... （aiCLI 自动继续执行后续步骤）

==================================================
[DONE] | 4 commands executed
       Docker v27.3.1 和 Docker Compose v2.29.7 安装成功

三个场景，一个工具

场景	命令	说明
本机执行	aicli --local	在你自己的电脑上智能执行命令，无需 SSH
远程 Linux	aicli --host 192.168.1.100 --user root	SSH 连接任意 Linux 服务器
远程 Windows	aicli --host 10.0.0.5 --user administrator	SSH 连接 Windows（需安装 OpenSSH Server）

快速开始

方式一：pip / uv 安装（推荐）

pip install ai-cli
# 或者
uv tool install ai-cli

# 运行
aicli --local

方式二：源码运行

git clone https://github.com/yanzhangyanyan/ai-cli.git
cd ai-cli
uv sync
uv run aicli --local

前提条件

依赖	版本	说明
Python	≥ 3.11	运行时
LLM API	任何 OpenAI 兼容接口	ChatGPT、智谱 GLM、Ollama、LiteLLM 等

核心特性

特性	说明
自然语言 → 自动执行	说人话，aiCLI 自动规划并执行
自主规划	收到任务后输出完整方案，确认后逐步执行
自动/确认模式	低风险操作自动执行，高风险操作需确认
错误自修复	步骤失败时自动分析原因，换方案重试
安全设计	代码层安全网：rm -rf、mkfs、reboot 强制确认
跨平台	本机（Windows/Linux/macOS）、远程 Linux、远程 Windows
双模式	独立 CLI + MCP Server（可嵌入任意 AI 智能体）
上下文记忆	设置项目上下文，跨任务记忆不丢失
智能压缩	200 步长任务自动摘要，不爆 token
中英双语	首次运行选择语言，全程中文/英文界面
连接诊断	SSH 失败时告诉你原因和修复方法

使用方法

交互式 CLI

# 本机模式
aicli --local

# 远程 SSH
aicli --host 192.168.1.100 --user root --password 密码

# 指定 LLM
aicli --local --llm https://api.openai.com/v1 --model gpt-4o

在 aiCLI 内部

aicli> 安装 nginx

aicli> 检查磁盘空间，超过 80% 就清理 /tmp

aicli> 配置防火墙：放行 80、443，拒绝 3306

aicli> 部署 docker-compose.yml，确保所有容器健康运行

MCP Server 模式

aiCLI 可以嵌入任何支持 MCP 协议的 AI 智能体（opencode、Claude Desktop 等）：

{
  "mcpServers": {
    "aicli": {
      "type": "local",
      "command": ["aicli", "serve"],
      "environment": {
        "AICLI_LLM_BASE_URL": "https://api.openai.com/v1",
        "AICLI_LLM_API_KEY": "sk-...",
        "AICLI_LLM_MODEL": "gpt-4o"
      },
      "timeout": 60000
    }
  }
}

CLI 命令

local                               本机模式（无需 SSH）
connect <user@host> [密码]          连接远程主机
disconnect                          断开连接
exec <命令>                         手动执行单条命令
file_read <路径>                    读取文件
file_write <路径> <内容>            写入文件
probe                               探测系统信息
run <任务描述>                      Agent 规划并执行
<自然语言>                          直接输入（等同于 run）
config                              查看配置
config model [名称]                 切换模型
config thinking [on|off]            切换思考模式
config setup                        重新配置向导
context <描述>                      设置项目上下文

配置

配置优先级

命令行参数 (--llm, --model)  >  环境变量 (AICLI_LLM_*)  >  配置文件

支持的 LLM

任何 OpenAI 兼容 API：

提供商	地址	说明
OpenAI	https://api.openai.com/v1	GPT-4o 等
智谱 GLM	https://open.bigmodel.cn/api/paas/v4	GLM-4、GLM-5
Ollama（本地）	http://localhost:11434/v1	任意本地模型
LiteLLM（代理）	http://localhost:4000/v1	统一网关

许可证

GNU Affero General Public License v3.0 (AGPL-3.0) — 自由使用和修改，但所有衍生作品必须开源。云服务商使用修改版本必须向用户提供源代码。

---

aiCLI — 爱CLI
因为命令应该听懂你，而不是反过来。
Because commands should understand you, not the other way around.