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Hugging Face / Manufacturing Engineering Design

4Xsample/wikipedia-ca-2026-bge-m3

Ready for adaptation. A source-specific Blobfish world has not yet been built for this dataset.

Source assessment

MCP / tool-use evidence
Not established
Professional domain
Manufacturing Engineering Design
License
cc-by-sa-4.0 · within automated reuse policy
Assessment observed
2026-09-04T21:39:49+00:00
Source revision
ea613a87c64aa962a6c177c358df8d5f5cbadfad
Inspect classification evidence
{
  "markers": [],
  "source": "catalog-metadata"
}

Metadata signals guide routing; they do not prove runtime fidelity or task quality.

The Blobfish adaptation

Pending implementation. Its tasks, assets, environments, and trajectories will be linked here after qualification and publication.

  1. Inspect the pinned source, its license, and its task semantics.
  2. Author a domain world with meaningful state and mocked CLI, website, API, and MCP tools.
  3. Prove every task is solvable; replay it and reject incorrect and incomplete solutions.
  4. Publish the website explorer, Hugging Face dataset, Harbor package, and GitHub world.
  5. Run the frozen release with models and publish comparable results.