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Windows Ai
by
Twin Geeks
· GitHub ↗
· v1.0.0
· MIT-0
80
Downloads
0
Stars
2
Active Installs
1
Versions
Install in OpenClaw
/install windows-ai
Description
Windows AI — run local AI on Windows with LLM inference, image generation, and embeddings. Windows AI server for Llama, Qwen, DeepSeek, Phi, Mistral. Turn Wi...
Usage Guidance
This skill appears to implement a local Windows AI cluster, which is plausible — but it increases your machine's network exposure. Before installing or running anything: (1) Review the 'ollama-herd' package source on the provided GitHub link and PyPI listing; don't pip-install blindly. (2) Confirm how herd-node authenticates/authorizes nodes; avoid automatic-join behavior on machines in untrusted networks. (3) When adding a firewall rule, restrict it to private/local interfaces or specific IPs rather than opening the port to all networks or the public internet. (4) Inspect and protect ~/.fleet-manager (logs/DB) — they may contain request data; back them up and set appropriate file permissions. (5) Prefer testing in an isolated VM or non-sensitive machine first. If you need higher assurance, ask the maintainer how node enrollment, TLS/authentication, and admin access control are implemented and request guidance for secure deployment.
Capability Assessment
Purpose & Capability
Name/description (local Windows AI cluster, routing LLM requests across Windows machines) aligns with the instructions: pip install ollama-herd, running herd / herd-node, local OpenAI-compatible API endpoints, and local model/image/embedding examples. Required binaries (curl/wget, optional python3/pip/nvidia-smi) and config paths (~/.fleet-manager/*) are consistent with a fleet manager.
Instruction Scope
Instructions tell the user to open inbound TCP port 11435 and to run herd-node which 'joins the cluster automatically' — there is no mention of authentication, encryption, or how nodes are authorized. Automatic joining + opening an inbound port can let untrusted hosts connect or allow data to leave your machine if misconfigured. The SKILL.md also suggests environment changes and persistent services but does not describe access controls for the dashboard, node registration, or logs in ~/.fleet-manager.
Install Mechanism
The registry has no install spec (instruction-only), but SKILL.md explicitly instructs 'pip install ollama-herd'. That is a third-party PyPI install triggered by the user/agent; it's reasonably expected but carries the usual risks of executing/ installing externally published packages. The skill does not provide a vetted release URL or hash, nor does it advise reviewing the package source before installing.
Credentials
The skill declares no required credentials or secrets. Example environment variables are service configuration (OLLAMA_KEEP_ALIVE, OLLAMA_MAX_LOADED_MODELS) rather than credentials. No unrelated API keys or secrets are requested.
Persistence & Privilege
The skill asks users to run persistent services (herd, herd-node), change user environment variables, and open a firewall port. While always:false and no permanent platform-level privileges are requested, these actions increase the system's network footprint and long-term exposure. The SKILL.md also references persistent config/log files (~/.fleet-manager) that could contain sensitive data but provides only a 'do not modify' note, not guidance on securing them.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install windows-ai - After installation, invoke the skill by name or use
/windows-ai - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Windows AI 1.0.0 — Run local AI workloads on your Windows PCs with LLM, image generation, and embeddings, no cloud required.
- Initial release with local LLama, Qwen, DeepSeek, Phi, Mistral, and image/embedding support
- Turn multiple Windows computers into an AI cluster using Ollama Herd routing
- Supports NVIDIA GPU acceleration and vRAM-aware routing
- Compatible with OpenAI SDKs and tools; includes web dashboard and health checks
- All inference and data processing stays on your network — no cloud APIs or subscriptions
Metadata
Frequently Asked Questions
What is Windows Ai?
Windows AI — run local AI on Windows with LLM inference, image generation, and embeddings. Windows AI server for Llama, Qwen, DeepSeek, Phi, Mistral. Turn Wi... It is an AI Agent Skill for Claude Code / OpenClaw, with 80 downloads so far.
How do I install Windows Ai?
Run "/install windows-ai" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Windows Ai free?
Yes, Windows Ai is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Windows Ai support?
Windows Ai is cross-platform and runs anywhere OpenClaw / Claude Code is available (windows).
Who created Windows Ai?
It is built and maintained by Twin Geeks (@twinsgeeks); the current version is v1.0.0.
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