Claude Skill
laziobird/openclaw-rpa
OpenClaw RPA records browser, Excel, Word, and API actions once and replays as a standalone script. Faster, cheaper, and hallucination-free compared to AI-based RPA.
Overview
Repository
Install this Skill
git clone https://github.com/laziobird/openclaw-rpa.git ~/.openclaw/workspace/skills/openclaw-rpaRegistry
Summary
OpenClaw RPA is an AI-powered record-and-replay automation tool that captures browser, Excel, Word, and API actions in one session and replays them as a standalone script without calling any large language model. It delivers faster execution, lower cost, and eliminates AI hallucinations.
AI Record 可一次性录制浏览器、Excel、Word 及 API 操作，回放时作为独立脚本运行，无需调用大模型。相比 AI，速度更快、成本更低，且无幻觉问题。
Key features
- Record browser, Excel, Word, and API actions in one go
- Replay as a standalone script with no LLM dependency
- Faster execution and lower cost than AI-based RPA
- Hallucination-free operation
- Python-based, lightweight and easy to integrate
Use cases
- Automate repetitive web data extraction and form filling
- Streamline Excel and Word document processing workflows
- Integrate API calls into automated business processes
- Replace expensive AI RPA solutions with a cost-effective alternative
README excerpt
# 🚀 OpenClaw-RPA English | **[中文](README.zh-CN.md)** ### **The "RPA Compiler" for AI Agents.** **Record once → Replay as deterministic Python. Stop the "LLM Tax" on repetitive tasks.** [](https://opensource.org/licenses/MIT) [](https://www.python.org/downloads/) [](https://playwright.dev/) --- ## 💡 Why OpenClaw-RPA? https://github.com/user-attachments/assets/e3ed5b34-1ddb-43a6-af42-2d1a907d3564 Current AI Web、Computer、Workflow Agents are amazing but **fundamentally flawed** for production: * **The "LLM Tax":** Why pay for tokens every time your agent clicks a "Download" button it has clicked 100 times before? * **Latency:** Waiting for an LLM to "reason" through a fixed UI is painfully slow. * **Fragility:** High-temperature models can hallucinate and break stable workflows. **OpenClaw-RPA bridges the gap.** Use the intelligence of LLMs to **discover and record** a workflow *once*, then compile it into a **standalone, high-speed Playwright script** that runs with **ZERO token cost** forever. --- ## ✨ Key Features * **⚡ Zero-Token Replay:** Compile Agent reasoning into pure Python. Save 100% of inference costs on daily repetitive tasks.Like: Instantly replay your recorded sequence in a live browser window. * **🔑 Session Persistence (#rpa-login):** Manually solve 2FA, QR codes, or SMS once. The tool auto-injects cookies into all future headless runs. **Bypass login walls forever.** * **🌐 HTTP API Recording:** Mix REST `GET/POST` calls with browser steps in a single, replayable script. * **📄 Native Office Automation:** Build-in `excel_write` and `word_write
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