mims-harvard

How to use ToolUniverse Connect (connect.aiscientist.tools), the hosted ToolUniverse service, and when to use it instead of ToolUniverse installed on this computer. Use when the user asks how to use ToolUniverse or ToolUniverse Connect, how to connect Claude,…

How to use ToolUniverse Connect (connect.aiscientist.tools), the hosted ToolUniverse service, and when to use it instead of ToolUniverse installed on this computer. Use when the user asks how to use ToolUniverse or ToolUniverse Connect, how to connect Claude,…

Help the user publish one tool from their shared computer to ToolUniverse so other scientists' AI scientists can find and run it, choosing whether only they, specific colleagues, or everyone can use it. Prepares and tests the tool for them; the user makes the…

Share tools that live on this computer (the user's own Python function, script or notebook code, a model, a program they already run, or ToolUniverse's reviewed GPU models) so the user's and their colleagues' AI scientists can use them through ToolUniverse.…

Help the user publish one tool from their shared computer to ToolUniverse so other scientists' AI scientists can find and run it, choosing whether only they, specific colleagues, or everyone can use it. Prepares and tests the tool for them; the user makes the…

Share tools that live on this computer (the user's own Python function, script or notebook code, a model, a program they already run, or ToolUniverse's reviewed GPU models) so the user's and their colleagues' AI scientists can use them through ToolUniverse.…

Search and retrieve clinical practice guidelines from 12+ authoritative sources — NICE, WHO, NCCN, AHA, ADA, SIGN, USPSTF, IDSA, NIH consensus, ESMO/ESC/EASL European societies, and US specialty associations. Use for evidence-graded treatment recommendations,…

Search and retrieve clinical practice guidelines from 12+ authoritative sources — NICE, WHO, NCCN, AHA, ADA, SIGN, USPSTF, IDSA, NIH consensus, ESMO/ESC/EASL European societies, and US specialty associations. Use for evidence-graded treatment recommendations,…

Guide for using OptimusKG, the biomedical knowledge graph, through the `optimuskg` Python client. Use this when loading, querying, filtering, or analyzing OptimusKG data — genes, drugs, diseases, phenotypes, anatomy, pathways, and their relationships — as…

Create distinctive, production-grade frontend interfaces with high design quality. Generates creative, polished code that avoids generic AI aesthetics. Use when the user asks to build web components, pages, artifacts, posters, or applications, or when any…

Enforce synchronization between Kedro node files and catalog YAML files in the OptimusKG project. Use when editing any Python node file under optimuskg/pipelines/*/nodes/, including modifying run() functions, changing node() inputs/outputs,…

Protocol for GPU agents to clone external GitHub repos, install their dependencies, download pretrained weights, and integrate them as featurizers or models inside a focus-area train.py. Use this when a proposal references a GitHub repo or pretrained…

Generic skill for self-organizing multi-agent teams that collaborate on an optimization problem. Agents discuss dimensions, form teams, run experiments, and adapt when stagnating. Uses AnonAPI posts for discussion and workspaces for shared state.

Generate question-specific evaluation criteria using the Qworld Recursive Expansion Tree (RET) algorithm. Decomposes any open-ended question into scenarios, perspectives, and fine-grained binary criteria through structured horizontal and hierarchical…