llm-config
Configure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation
How do I install this agent skill?
npx skills add https://github.com/ruvnet/ruflo --skill llm-configIs this agent skill safe to install?
- Gen Agent Trust Hubpass
The skill enables configuration and fine-tuning of local LLM models. It possesses an indirect prompt injection surface due to its capability to ingest training data and feedback signals to adapt model behavior, though it currently lacks explicit security boundaries for these inputs.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
LLM Configuration
Configure RuVLLM for local inference and fine-tuning.
When to use
When you need to configure local LLM inference, create MicroLoRA adapters for task-specific fine-tuning, or set up SONA for real-time adaptation.
Steps
- Check status — call
mcp__plugin_ruflo-core_ruflo__ruvllm_statusto see current model and adapter state - Generate config — call
mcp__plugin_ruflo-core_ruflo__ruvllm_generate_configwith model parameters - Create MicroLoRA — call
mcp__plugin_ruflo-core_ruflo__ruvllm_microlora_createfor task-specific adapters - Adapt MicroLoRA — call
mcp__plugin_ruflo-core_ruflo__ruvllm_microlora_adaptwith training data - Create SONA — call
mcp__plugin_ruflo-core_ruflo__ruvllm_sona_createfor real-time neural adaptation - Adapt SONA — call
mcp__plugin_ruflo-core_ruflo__ruvllm_sona_adaptwith feedback signals
MicroLoRA vs SONA
| Feature | MicroLoRA | SONA |
|---|---|---|
| Speed | Minutes to train | <0.05ms adaptation |
| Scope | Task-specific fine-tuning | Real-time micro-adjustments |
| Persistence | Saved as adapter weights | Session-scoped |
| Use case | Specialized domain tasks | Continuous feedback loops |
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/ruvnet/ruflo/llm-config">View llm-config on skillZs</a>