setup-immune-compass-remote-tool

Installation
SKILL.md

Set up immune COMPASS as a remote tool

Validation status (2026-08-16): working CPU deployment. The live MCP call ran the official all-cohort COMPASS checkpoint, converted to safetensors plus data-only preprocessing, on the official GIDE sample. In the pinned torch==2.10.0 environment, the safe artifact and upstream checkpoint had zero difference in both class probabilities and all 44 concept scores. This is execution-equivalence evidence, not a clinical-accuracy benchmark. 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.
  • The validated deployment uses CPU. GPU availability alone does not justify changing the device without a separate equivalence and resource test.
  • Keep provider data, weights, caches, and credentials outside Git.
  • Bind to loopback. A non-loopback bind requires TOOLUNIVERSE_API_TOKEN; never put it in arguments or results.

Run the standard-library contract check before downloading large dependencies:

python scripts/remote_validation/setup_skill_preflight.py --implementation immune-compass
Installs
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First Seen
Aug 24, 2026
setup-immune-compass-remote-tool — mims-harvard/tooluniverse