Browse All Agent Skills

GPU Monitoring for Ollama

Monitors GPU performance, VRAM allocation, and inference metrics for Ollama models to optimize AI workloads.

Bazzite AI Unified Build System

Orchestrates complex build workflows for OS images, container pods, and VM artifacts with intelligent branch-based caching.

Ollama REST API Integration

Facilitates direct REST API operations for local Ollama instances using the Python requests library.

Smart Git Commit & Merge

Automates the complete Git workflow by managing branches, committing changes, and streamlining GitLab merge requests.

Bazzite Desktop Customization

Manages visual settings, GTK themes, and terminal aesthetics for the Bazzite operating system.

Bazzite Storage Management

Manages disk partitions, automounting, and BTRFS filesystem features for Bazzite Linux environments.

Ollama OpenAI Compatibility

Enables seamless integration between Ollama and the OpenAI ecosystem using a compatible API layer for popular libraries.

Bootc VM Management

Manages bootable container virtual machines using bcvk for rapid testing and disk image exporting.

Bazzite AI Tool Installer

Simplifies the installation of standalone development tools, AI utilities, and Flatpak applications on Bazzite systems.

Fast AI Model Inference

Accelerates LLM inference by up to 2x using Unsloth and vLLM backends for optimized model execution.

Bazzite Security Configuration

Configures LUKS disk encryption, TPM auto-unlock, and system-level security settings for Bazzite Linux.

LocalAI Manager

Manages LocalAI inference services with GPU acceleration using Podman Quadlet containers for local model hosting.

HuggingFace Model Importer

Imports GGUF models directly from HuggingFace into Ollama for immediate local inference and testing.

RAG Implementation Guide

Implements Retrieval-Augmented Generation workflows to ground AI responses with external knowledge and private documents.

Open WebUI Manager

Manages and configures Open WebUI instances for interacting with Ollama models via Podman containers.

Jupyter ML/AI Environment

Manages multiple JupyterLab development environments with GPU acceleration using Podman Quadlet containers.

Apptainer HPC Container Manager

Manages Apptainer containers for HPC workloads with automatic GPU passthrough and SIF image handling.

Autonomous Git PR Flow

Automates the end-to-end Git workflow by committing changes, pushing branches, and creating pull requests with Japanese descriptions.

Model Fine-Tuning & Training

Provides expert guidance and implementation patterns for fine-tuning Large Language Models using PyTorch and HuggingFace.

GRPO RLHF Alignment

Optimizes LLM alignment through Group Relative Policy Optimization (GRPO) for stable reinforcement learning and reasoning model training.

Project Architecture Explorer

Maps and explains the codebase structure, module responsibilities, and technology stack of the LomoMarketplace monorepo.

TypeScript Safety & Error Handling

Standardizes TypeScript code quality through robust error handling patterns, custom error classes, and resilient retry logic.

DuckDB SQL

Generates and refines DuckDB SQL queries for data analysis using local database, CSV, and Parquet files.

Vision Model Fine-Tuning

Fine-tunes and optimizes vision-language models like Pixtral and Ministral using Unsloth's FastVisionModel and LoRA.

Bazzite AI Pods Manager

Manages and monitors aggregate AI service containers and pods within the Bazzite ecosystem.

RLHF Reward Model Training

Trains reward models for RLHF pipelines using preference datasets and sequence classification heads.

Bazzite AI Overlay Testing

Manages overlay testing sessions and live editing of justfiles on immutable Linux systems for Bazzite-AI development.

Autonomous Risk Assessment

Conducts autonomous risk assessments and root cause analysis during design phases to ensure robust architectural decisions.

Bazzite AI Runtime Verification

Verifies Bazzite AI installations through comprehensive runtime tests for GPU detection, CUDA functionality, and service health.

ReactUMG Layout Configurator

Streamlines UI layout and positioning in Unreal Engine using standardized ReactUMG slot mapping rules.