LFClaw: Windows‑Only AI Agent with One‑Click Install and Local Model Privacy

Installation

Download the LFClaw installer, double‑click the file, click Agree and Install , then click Deploy Now . The client automatically downloads the main program (≈2 minutes) and launches a visual interface identical to OpenClaw.

Hardware Detection and Model Recommendation

LFClaw inspects the host PC and suggests a QWen‑3.5 model that fits the available GPU memory and system RAM. The recommendations are: QWen-3.5-1.5B – ~1.2 GB VRAM, ≥4 GB RAM, suitable for integrated graphics or GTX 1650. QWen-3.5-7B – 5 GB–7 GB VRAM, ≥16 GB RAM, suitable for RTX 3060 / 4060. QWen-3.5-14B – 10 GB–12 GB VRAM, ≥24 GB RAM, suitable for RTX 3080 / 4070. QWen-3.5-32B – ≥20 GB VRAM, ≥48 GB RAM, suitable for RTX 3090 / 4090.

In the author’s tests, the QWen-3.5-7B model offered the best price‑performance balance for typical office laptops and gaming notebooks.

All‑In‑One Capabilities

Beyond core inference, LFClaw bundles native file management, information aggregation, and system‑control functions in a “Skills” panel. Additional skills can be installed manually.

Automation Use Cases

Natural‑language commands let the AI open software, reorganise desktop files, and modify system settings. Example demonstrations include:

Sorting a batch of unclassified PDF files automatically.

Generating a daily briefing that aggregates news, stock‑market data, and weather information, then sending the report at scheduled times (e.g., 08:00 for news, 16:00 for A‑share market summaries).

Plugin Integration

For advanced browser automation, the OpenClaw Browser Relay plugin can be installed. The plugin requires a Gateway Token, which is obtained from LFClaw’s settings page and entered into the plugin’s configuration fields. After configuration, the plugin enables seamless web‑based tasks.