Agent skill · mims-harvard
setup-borzoi-remote-tool
Set up, launch, validate, and troubleshoot the Borzoi ToolUniverse remote tool and optionally relay it through ToolUniverse Connect. Use when deploying or auditing this implementation.
What it needs
About 4k tokens when loaded.
What this skill does
Set up Borzoi as a remote tool Validation status (2026-08-16): a fresh Python 3.12 service environment resolved borzoi-pytorch 0.4.4 with its supported Transformers 4.50.3 dependency, loaded official weights on the GB10, and returned bounded finite prediction and variant-effect results through a strict loopback TOU endpoint. Four concurrent fixture calls also passed with serialized model access. NVIDIA's aarch64 cusparselt wheel still reports incompatible platform metadata in uv pip check; public publication, cross-user isolation, saturation, recovery, and biological accuracy remain incomplete, so keep this private. Authenticated private Platform import and owner testing passed on 2026-08-16; public publication and independent-caller authorization/isolation remain untested. Prerequisites Run from the ToolUniverse repository root on Linux with Python 3.12.3. GPU recommended; CPU only for small checks. Keep provider data, weights, caches, and credentials outside Git. Bind to loopback. A non-loopback bind requires TOOLUNIVERSEAPITOKEN; never put it in arguments or results. Run the standard-library contract check before downloading large dependencies: ~~~bash python scripts/remotevalidation/setupskillpreflight.py --implementation borzoi ~~~ After exporting provider resources, add --check-provider-env. After the server starts, add --live to verify the exact MCP tool set without running the model. Before sharing, add --check-connect-prereqs; this reports only whether a key is set and never prints its value. Create an isolated environment ~~~bash python3 -m venv .venvs/borzoi . .venvs/borzoi/bin/activate python -m pip install --upgrade pip python -m pip install -e . python -m pip install -r src/tooluniverse/remote/borzoi/requirements.txt ~~~ Package/network-dependent commands must be rerun in a clean environment before marking this skill complete. Obtain credentials, data, and model weights Keep HFHOME and TORCHHOME below caches/borzoi. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills mims-harvard/setup-borzoi-remote-tool