FiftyOne Skills

All projects

Agents / Skills

Open-source agentic skills for visual AI and computer vision data curation.

byAdonai Vera

PlayableOpen source

FiftyOne Skills media is blocked

Allow external media to connect to the provider and play this content.

Description

A library of 18 skills covering 80+ visual AI operators that enable autonomous agents to perform complex computer vision tasks like dataset import, embedding generation, and uniqueness scoring. In a featured demo, an agent used these skills to autonomously curate 81,444 WikiArt images, rewriting its own scripts to optimize for GPU acceleration and switching models to bypass quota limits.

Descriptions, tags, and model credits may be AI-generated or inferred from public sources and can be incomplete or wrong. Learn more.

Details

Why this is interesting: Autonomous curation of 81k images where the agent debugged its own PyTorch code and swapped models to complete the task.
Attributed to: Adonai Vera@voxel51
Built with: Apodex 1.1 Mini Gemini 3.7 Flash Grok 4.6 Qwen3.7 Flash 3.6 Flash 3.5 Flash Cyber Sonnet 5 North Mini Code Step 3.7 Flash Gemini 3.5 Flash Sonnet 4.6 Sonnet 4.5 (20250929)2.5 Flash Claude 3.7 Claude 3.5 Phi-3 Mini 4K
Links: voxel51.com
View tweet
View GitHub repo
Tags: #computer-vision #data-curation #mcp #automation

Discovered: X
First posted: X · Aug 3, 2026
Listed: Added 46d ago
Build: Strong
Models: Strong

Prompts

Prompt 1

Use the fiftyone-import-dataset and fiftyone-dataset-curation skills to import the full huggan/wikiart dataset ( https://huggingface.co/datasets/huggan/wikiart ) into the FiftyOne installation at /Users/ado/Documents/fiftyone/env . Run the complete curation pipeline (no sampling), then use the fiftyone-playwright skills to monitor and validate the process in real time. If any step fails, automatically diagnose, fix, and continue until the pipeline completes successfully.

Source

Prompt 2

Use the fiftyone-import-dataset and fiftyone-dataset-curation skills to import the full huggan/wikiart dataset (https://huggingface.co/datasets/huggan/wikiart) into the FiftyOne installation at /Users/ado/Documents/fiftyone/env. Run the complete curation pipeline (no sampling), then use the fiftyone-playwright skills to monitor and validate the process in real time. If any step fails, automatically diagnose, fix, and continue until the pipeline completes successfully.

Source

All projects

Agents / Skills

FiftyOne Skills

Open-source agentic skills for visual AI and computer vision data curation.

byAdonai Vera

PlayableOpen source

FiftyOne Skills media is blocked

Allow external media to connect to the provider and play this content.

Description

Descriptions, tags, and model credits may be AI-generated or inferred from public sources and can be incomplete or wrong. Learn more.

Details

Why this is interesting: Autonomous curation of 81k images where the agent debugged its own PyTorch code and swapped models to complete the task.
Attributed to: Adonai Vera@voxel51
Built with: Apodex 1.1 Mini Gemini 3.7 Flash Grok 4.6 Qwen3.7 Flash 3.6 Flash 3.5 Flash Cyber Sonnet 5 North Mini Code Step 3.7 Flash Gemini 3.5 Flash Sonnet 4.6 Sonnet 4.5 (20250929)2.5 Flash Claude 3.7 Claude 3.5 Phi-3 Mini 4K
Links: voxel51.com
View tweet
View GitHub repo
Tags: #computer-vision #data-curation #mcp #automation

Discovered: X
First posted: X · Aug 3, 2026
Listed: Added 46d ago
Build: Strong
Models: Strong

Prompts

Prompt 1

Use the fiftyone-import-dataset and fiftyone-dataset-curation skills to import the full huggan/wikiart dataset ( https://huggingface.co/datasets/huggan/wikiart ) into the FiftyOne installation at /Users/ado/Documents/fiftyone/env . Run the complete curation pipeline (no sampling), then use the fiftyone-playwright skills to monitor and validate the process in real time. If any step fails, automatically diagnose, fix, and continue until the pipeline completes successfully.

Source

Prompt 2

Use the fiftyone-import-dataset and fiftyone-dataset-curation skills to import the full huggan/wikiart dataset (https://huggingface.co/datasets/huggan/wikiart) into the FiftyOne installation at /Users/ado/Documents/fiftyone/env. Run the complete curation pipeline (no sampling), then use the fiftyone-playwright skills to monitor and validate the process in real time. If any step fails, automatically diagnose, fix, and continue until the pipeline completes successfully.

Source

FiftyOne Skills

Description

Timeline

FiftyOne Skills

Description

Timeline