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Develop custom FiftyOne plugins (operators and panels) from scratch.
Passed 20 of 22 test cases with the skill, and 15 of 22 without it.
and 3 more in the full report
5 fixed15 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
What is the exact standard value for the 'type' field in a standard fiftyone.yml manifest file for a FiftyOne plugin?
| Checked | Without skill | With skill |
|---|---|---|
| States that type must be set to plugin in fiftyone.yml. | Missed | Passed |
The instructions your model reads when the skill loads.
Create custom FiftyOne plugins with full lifecycle support: requirements gathering, code generation, local testing, and iterative refinement.
Use this skill when:
pip install fiftyone)ALWAYS follow these rules:
Ask clarifying questions. Never assume what the plugin should do.
Present file structure and design. Get user approval before generating code.
list_plugins(enabled=True)
list_operators(builtin_only=False)
get_operator_schema(operator_uri="@voxel51/brain/compute_similarity")
Install plugin and verify it works in FiftyOne App.
Refine until the plugin works as expected.
test cases passed, vs 15 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.