FiftyOne Skills

All projects

Agents / Skills

An open-source skill library for autonomous visual AI data curation and management.

byAdonai Vera

PlayableOpen source

FiftyOne Skills media is blocked

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

Description

An autonomous agent powered by FiftyOne Skills that performs complex data curation tasks like importing 81,444 images, fixing bugs, and computing embeddings. It leverages the Model Context Protocol (MCP) to allow agents to interact with computer vision operators directly, enabling end-to-end automation of visual AI pipelines including batched processing and GPU-accelerated curation.

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: Impressive demonstration of agentic autonomy: the system rewrote its own scripts to optimize throughput, debugged GPU…
Attributed to: Adonai Vera@voxel51
Built with: 3.6 Flash 3.5 Flash Cyber Sonnet 5 North Mini Code Gemini 3.5 Flash Sonnet 4.5 (20250929)2.5 Flash
Links: voxel51.com
View tweet
View GitHub repo
Tags: #computer-vision #mcp #data-curation #autonomous

Discovered: X
First posted: X · Aug 3, 2026
Listed: Added 1h ago
Build: Strong
Models: Strong

Prompt

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

An open-source skill library for autonomous visual AI data curation and management.

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: Impressive demonstration of agentic autonomy: the system rewrote its own scripts to optimize throughput, debugged GPU…
Attributed to: Adonai Vera@voxel51
Built with: 3.6 Flash 3.5 Flash Cyber Sonnet 5 North Mini Code Gemini 3.5 Flash Sonnet 4.5 (20250929)2.5 Flash
Links: voxel51.com
View tweet
View GitHub repo
Tags: #computer-vision #mcp #data-curation #autonomous

Discovered: X
First posted: X · Aug 3, 2026
Listed: Added 1h ago
Build: Strong
Models: Strong

Prompt

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