shuiyu67
413f66deb8
- _dataflow_check: 对每个函数收集局部变量(参数+赋值目标, 排除 global/nonlocal), 按路径合并扫描 - if/elif: 合并点 defined = 两分支交集 (只有都赋值才确定) - for/while: 循环体赋值可能 0 次执行 → 不贡献确定; 循环体内 target 确定有值; orelse 用进入前集合 - try: 主路径赋值算确定, except 分支独立不合并; with/delete/return/raise 处理 - 保守原则: 宁漏勿误, 只报确定会炸的路径 - E004 动态修复建议: 建议使用前赋初值 x = None 或确保所有分支赋值 - 版本 1.3.0; 新增 12 项数据流测试; 相关套件 275 passed 零回归 - 至此 L1 规则 + L2 jedi 语义 + L3 数据流 三代引擎齐备
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