shuiyu67
56d5ed27e0
- xcli_core/local_lsp_server.py: LSP over stdio (Content-Length 分帧)，兼容现有 lsp_client - 语义: jedi 0.20 API (goto/infer/get_references/complete/help) — 补全/跳转/引用/悬停 - 诊断: 复用 plugins/py_detect 规则引擎，中文诊断 + 修复建议，didOpen/didChange 自动推送 - 零网络、零外部安装 (无需 pip install pylsp)，服务器无响应时客户端可超时跳过 - config.json(.example): python 语言默认切到本地服务器; 换回 pylsp 改 command 即可 - lsp_client.py: command 为裸 python 且 PATH 找不到时回退 sys.executable (防环境坑) - 16 项测试 (分帧/路径/协议/语义/真实 subprocess 完整握手); 相关套件 277 passed 零回归
XiaoLi Pro-CLI
AI Programming Assistant — Code Editing · Git · Browser Automation · Multi-Agent
Features
- Dual AI Engines — Ollama local + OpenAI compatible (DeepSeek, Grok, SiliconFlow, etc.)
- Code Editing & Search — Precise replace, batch edit, symbol extraction, regex search
- Git Integration — Full Git operations + workflow automation
- Browser Automation — Playwright-driven, navigate/interact/screenshot/JS execution
- Sub-Agent System — Multi-agent parallel collaboration with task delegation
- Unified Safety — AI risk analysis + 3-mode switching (Normal/Manual/Unrestricted)
- 15 Plugins, 141 Operations — Code, Git, browser, engineering, file management, etc.
- 113 Automated Tests — pytest coverage for all plugins and core modules
Quick Start
git clone https://gitee.com/shuiyu1123/xiaoli-cli.git
cd xiaoli-cli
pip install -r requirements.txt
python ai_cli.py
AI Engines
| Engine | Type | Description |
|---|---|---|
ollama |
Local | Ollama local models, no API key needed |
openai |
Cloud/Local | OpenAI compatible: DeepSeek, Grok, SiliconFlow, local vLLM |
Plugins (15)
Core Productivity
| Plugin | Ops | Description |
|---|---|---|
code_editor |
23 | Code editing + search. replace/batch/find/regex/symbols/imports/callers/todo |
git_tools |
20 | Git. status/diff/log/commit/branch + smart-commit/changelog/contributors |
cmd_executor |
1 | Shell commands. Cross-platform, timeout, danger blocking |
file_manager |
11 | File system. list/read/write/copy/move/delete/search/info/mkdir |
auto_engineer |
16 | Engineering. lint/format/test/build/deps + complexity/security/metrics |
task_manager |
7 | Task tracking. add/list/complete/delete/clear with JSON persistence |
Advanced
| Plugin | Ops | Description |
|---|---|---|
sub_agent |
8 | Sub-Agent system. spawn/list/status/result/send/kill, parallel collaboration |
browser_auto |
31 | Browser automation. navigate/click/fill/screenshot/JS/PDF/cookies |
tool_search |
— | Tool discovery. Search available plugins by keyword |
Utilities
| Plugin | Description |
|---|---|
network_tools |
ping/get/status/headers/ip |
ai_search |
AI search via jina.ai + web content extraction |
frontend_tester |
HTML/CSS/JS syntax check, responsive validation |
speech_recognition |
Voice recording + speech-to-text |
audio_player |
Audio playback |
send_image |
Send images to phone (Clawli mode) |
Safety
Three modes (/safe to switch):
| Mode | Icon | Behavior |
|---|---|---|
| Normal (default) | AI analyzes risk, confirms only when risk detected | |
| Manual | All commands require user confirmation | |
| Unrestricted | Execute directly, no checking |
Testing
python -m pytest tests/ -v # 113 tests