fiftyone-zoo-remote-model
Use when integrating a model into FiftyOne's remote model zoo — detection, classification, segmentation, embedding, keypoint, or vision-language (VLM) models loaded via `register_zoo_model_source` and `load_zoo_model`, then applied with `dataset.apply_model`. Also for debugging zoo registration, `manifest.json` issues, custom `fom.Model` / `TorchModelMixin` subclasses, DataLoader pickle errors, or worker `ModuleNotFoundError` from spawned DataLoader workers.
Install
With your agent
Install OMGSkills skill "voxel51/fiftyone-skills:skills/fiftyone-zoo-remote-model" into this agent's normal skills directory: call the OMGSkills MCP get_install_plan tool for your agent and run the script it returns (it installs only the pinned commit and verifies SKILL.md), and stop if MCP or the pin is unavailable. Do not overwrite or change existing skills without asking me.
Manual command
git clone https://github.com/voxel51/fiftyone-skills /tmp/fiftyone-skills && ln -s /tmp/fiftyone-skills/skills/fiftyone-zoo-remote-model ~/.claude/skills/fiftyone-zoo-remote-modelFrom README
FiftyOne Remote Model Zoo — Integration Guide When to use Triggers: new remote zoo source; debugging an existing one; registration "succeeds" but model not loadable; ModuleNotFoundError from DataLoader workers; custom fom.Model / TorchModelMixin; VLM/structured-output integrations. Not this skill: plugins, operators, panels, brain methods. Route via Phase 0. Phase 0 — Confirm the integration surface | User wants to… | Surface | Skill | |---|---|---| | Apply a model (dataset.applymodel) | Remote zoo model | this skill | | UI panels, buttons, side-effects | Plugin / operator | fiftyone-develop-plugin | | Embeddings, similarity, uniqueness | Brain method | brain docs | Required output: one-line confirmation. Example: "Zoo model integration because user wants dataset.applymodel(model) to write predictions." If you cannot write that line, stop. Phase 1 — Scaffold Copy template/: manifest.json — top-level name required (silent skip if missing).
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