cliany.site
Turn browser workflows into CLI commands via LLM + CDP
2 followers
Turn browser workflows into CLI commands via LLM + CDP
2 followers
cliany-site uses LLM to explore any website through Chrome CDP, then auto-generates reusable CLI commands. No brittle selectors, no manual scripting. 基于 LLM 与 Chrome CDP 协议，cliany-site 自动探索网页工作流，生成可复用的 CLI 命令。像调用脚本一样操控任何网站。
Hi Product Hunters! 👋
I built cliany-site because I was tired of writing fragile Playwright scripts every time I wanted to automate a web workflow.
## The Problem
- CSS selectors break when pages update
- Writing automation scripts takes hours
- No reusability across projects
## The Solution
cliany-site uses LLM + Chrome CDP to:
1. Capture the page as AXTree (Accessibility Tree)
2. Let LLM understand the page semantically
3. Generate a reusable CLI adapter automatically
## Example
```bash
$ cliany-site explore "https://github.com" "search for cliany.site repo"
🤖 LLM analyzing...
✨ Generated: github-search.adapter
$ github.com search --query "cliany-site"
{"success": true, "results": [...]}
Why It Works
- No selectors needed — LLM understands semantics
- Fuzzy matching — AXTree attributes survive minor UI changes
- 100% local — Uses your logged-in Chrome session
- No API fees — Just Python + your existing browser
Happy to answer any questions! 🚀