windows-local-ai-services skill
Run local AI services on Windows — port binding, firewall, WSL2 networking, and common pitfalls.
Is the windows-local-ai-services skill safe?
Clean: nothing in its files matched our rules. We read 3 files in the folder on 2026-09-28.
- medium
SKILL.md:147Edits shell startup files, cron or launch agents, so something runs again after the skill is done.
echo "export AI_SERVICE_URL=http://$GATEWAY_IP:8430/v1" >> ~/.bashrc
Install the windows-local-ai-services skill
A skill is a folder. Copy it into your agent's skills folder and the agent loads it when the task matches its description.
git clone --depth 1 https://github.com/kevinnft/ai-agent-skills.git /tmp/ai-agent-skills mkdir -p ~/.claude/skills cp -r /tmp/ai-agent-skills/skills/mlops/windows-local-ai-services ~/.claude/skills/windows-local-ai-services
In the Claude apps, zip the folder and upload it from the Skills settings. The folder on GitHub
The instructions your agent would load
SKILL.md as published, without the frontmatter. Read it on GitHub
Windows Local AI Services
Running local AI services (enowxai, Ollama, LM Studio, vLLM, llama.cpp servers) on Windows has specific networking and port binding pitfalls. This skill covers setup, troubleshooting, and WSL2 cross-OS access.
References
- references/windows-port-restrictions.md — Windows reserved port ranges and binding errors
- references/headless-gui-apps.md — Running GUI apps in headless WSL2 with Xvfb
Common Pitfalls
1. Port Binding Failures
Symptom: Service crashes immediately with:
ERROR failed to start error="listen tcp4 127.0.0.1:1430: bind: An attempt was made to access a socket in a way forbidden by its access permissions."Root Cause: Windows reserves certain port ranges for system services (Hyper-V, WinNAT, dynamic port allocation). Ports in these ranges cannot be bound by user applications.
Fix:
- Change the port (easiest):
# Use a port outside reserved ranges (8000-9000 is usually safe)
service start --port 8430- Check reserved ranges:
netsh int ipv4 show dynamicport tcp
netsh int ipv4 show excludedportrange protocol=tcp- Exclude a specific port (risky, can conflict with system services):
netsh int ipv4 add excludedportrange protocol=tcp startport=1430 numberofports=1Never kill svchost.exe — it's a Windows system service host. If netstat shows svchost using your target port, the port is reserved by Windows.
2. WSL2 Cross-OS Networking
Symptom: Service runs on Windows but WSL2 cannot connect via localhost.
Root Cause: WSL2 uses a virtualized network. localhost in WSL2 points to the WSL2 VM, not the Windows host.
Fix:
- Use Windows host gateway IP from WSL2:
# Get Windows host IP (usually 172.17.16.1, but can change on reboot)
ip route show default | awk '{print $3}'
# Test connection
curl http://172.17.16.1:8430/v1/models- Ensure Windows service listens on 0.0.0.0 (not 127.0.0.1):
# Check listening address
netstat -ano | findstr :8430
# Should show 0.0.0.0:8430, not 127.0.0.1:8430- Configure Windows Firewall:
# Allow inbound on the service port
New-NetFirewallRule -DisplayName "AI Service Port 8430" -Direction Inbound -LocalPort 8430 -Protocol TCP -Action Allow3. Process Already Running
Symptom: Service says "port already in use" but Get-Process shows nothing.
Diagnosis:
# Find what's using the port
netstat -ano | findstr :8430
# Get process details (replace 1234 with PID from netstat)
Get-Process -Id 1234 | Select-Object Name, Id, PathFix:
- If it's your service from a previous run: kill it and restart
- If it's svchost or another system service: change your service's port
4. Service Crashes Silently
Always check logs first:
# Common log locations
Get-Content ~\.service-name\service.log -Tail 50
Get-Content $env:APPDATA\service-name\logs\latest.log -Tail 50Common causes:
- Missing dependencies (Python, CUDA/ROCm, Visual C++ Redistributable)
- Config file syntax errors
- Permission issues (try running PowerShell as Administrator)
Setup Checklist
When setting up a new local AI service on Windows:
- Choose a safe port (8000-9000 range recommended)
- Configure to listen on 0.0.0.0 (not 127.0.0.1) if WSL2 access needed
- Add Windows Firewall rule for the port
- Test from Windows first: curl http://localhost:PORT/health
- Test from WSL2: curl http://$(ip route show default | awk '{print $3}'):PORT/health
- Save the gateway IP or add to WSL2 ~/.bashrc:
export WINDOWS_HOST=$(ip route show default | awk '{print $3}')
export AI_SERVICE_URL="http://$WINDOWS_HOST:8430/v1"Verification
After setup, verify cross-OS connectivity:
# From WSL2
GATEWAY_IP=$(ip route show default | awk '{print $3}')
echo "Windows host IP: $GATEWAY_IP"
# Test connection
curl -s http://$GATEWAY_IP:8430/v1/models | jq .
# If it works, save to config
echo "export AI_SERVICE_URL=http://$GATEWAY_IP:8430/v1" >> ~/.bashrcRules
- Always check logs before guessing — most errors are explicit
- Never kill system processes (svchost, System, services.exe)
- Use gateway IP for WSL2 → Windows — never localhost
- Verify firewall rules before blaming the service
- Document the port — save it in config files, not just command-line flags
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