Find a skill for the job.

Compare the method, check the prerequisites, then go to the exact source.

Refine by task, source or prerequisites

Technology mentions are not dependencies. Client filters require scoped documentation, not a runtime compatibility claim.

619 matches

Observed source files, not tested installations
Select 2–3 skills for the same task.
  1. huggingface-best

    skill collection

    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)

    Source example · File structure observedView method & source
  2. 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)

    Source example · File structure observedView method & source
  3. huggingface-llm-trainer

    skill collection

    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)

    Source example · File structure observedView method & source
  4. 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)

    Source example · File structure observedView method & source
  5. 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)

    Source example · File structure observedView method & source
  6. huggingface-spaces

    skill collection

    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)

    Source example · File structure observedView method & source
  7. huggingface-tool-builder

    skill collection

    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)

    Source example · File structure observedView method & source
  8. 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)

    Source example · File structure observedView method & source
  9. huggingface-zerogpu

    skill collection

    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)

    Source example · File structure observedView method & source
  10. image-annotations

    community example

    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)

    Source example · File tree not reviewedView method & source
  11. 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)

    Source example · File tree not reviewedView method & source
  12. impediment-prioritization

    community example

    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)

    Source example · File tree not reviewedView method & source

Snapshot s4-discovery-20260908 · 619 file observations across 5 repositories. Source collection is not a quality or safety assessment.