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Score Studio for Cursor

A Cursor plugin for turning a computer-vision objective into a versioned, evidence-gated Score Studio system. It helps an agent inspect the live contract, integrate the Python SDK or REST API, compose workflows, and check a model or workflow before release.

The plugin was built from Cursor's official plugin template and is intentionally focused on the parts of Score Studio that are useful from a codebase:

  • data ingestion, annotation interchange, versioning, and health;
  • specialist model training and VLM fine-tuning;
  • evaluation, conformity evidence, and release gates;
  • workflow composition across models, logic, deployment, and monitoring;
  • deployment, inference, workloads, and the production feedback loop.

See the plugin README for commands and local installation.

Validate

node scripts/validate-template.mjs

The plugin is licensed under Apache-2.0. Before marketplace submission, add the final repository URL to the plugin manifest and test the installed plugin in Cursor.

Source baseline

Product guidance was derived from Score Studio commit 08bc450 (2026-08-24), including the current OpenAPI contract, Python SDK, workflow block catalog, and launch-readiness audit. The plugin tells Cursor to prefer a project's installed SDK and live OpenAPI document over this bundled snapshot whenever they differ.

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Cursor plugin for designing, integrating, evaluating, and releasing computer-vision systems with Score Studio

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