huggingface-best
skill collectionhuggingface/skillsskills/huggingface-best/SKILL.md
Use when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model (SKILL.md metadata excerpt)
Compare the method, check the prerequisites, then go to the exact source.
huggingface/skillsskills/huggingface-best/SKILL.md
Use when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-community-evals/SKILL.md
Run evaluations for Hugging Face Hub models using inspect-ai and lighteval on local hardware. Use for backend selection, local GPU evals, and (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-llm-trainer/SKILL.md
Train or fine-tune language and vision models using TRL (Transformer Reinforcement Learning) or Unsloth with Hugging Face Jobs infrastructure. Covers SFT, DPO, (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-lora-space-builder/SKILL.md
Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA. Use when someone asks to create, generate, ship, (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-paper-publisher/SKILL.md
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-spaces/SKILL.md
Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-tool-builder/SKILL.md
Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-vision-trainer/SKILL.md
Trains and fine-tunes vision models for object detection (D-FINE, RT-DETR v2, DETR, YOLOS), image classification (timm models — MobileNetV3, MobileViT, ResNet, ViT/DINOv3 (SKILL.md metadata excerpt)
huggingface/skillsskills/huggingface-zerogpu/SKILL.md
AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, (SKILL.md metadata excerpt)
github/awesome-copilotskills/image-annotations/SKILL.md
Annotate screenshots, diagrams, and images with callout rectangles, arrows, labels, and color-coded highlights using PIL. Includes rules for (Publisher-index excerpt; file read separately)
github/awesome-copilotskills/image-manipulation-image-magick/SKILL.md
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when (Publisher-index excerpt; file read separately)
github/awesome-copilotskills/impediment-prioritization/SKILL.md
Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease (Publisher-index excerpt; file read separately)
Snapshot s4-discovery-20260908 · 619 file observations across 5 repositories. Source collection is not a quality or safety assessment.