LLM Evaluation
Evaluated by: xiaomi/mimo-v2-flash:free
Last evaluated: January 19, 2026
Prompt Quality
4.5
/5
The prompt demonstrates excellent clarity and specificity, providing comprehensive installation instructions, configuration examples, and clear usage patterns. It follows best practices by including metadata, license information, and structured sections. However, the prompt is truncated mid-sentence in the task execution example, which introduces ambiguity about the complete workflow.
Usefulness
5.0
/5
This skill offers exceptional real-world value for biomedical researchers by providing an autonomous agent framework that integrates code execution with extensive biomedical databases. It covers a wide range of practical applications from CRISPR screening to rare disease diagnosis, making it immediately actionable for complex research tasks. The comprehensive coverage of multiple biomedical domains and supported LLM providers enhances its practical utility.
Overall Rating
4.8
/5
Biomni is a highly capable and well-structured biomedical AI agent skill that provides comprehensive autonomous research capabilities across genomics, drug discovery, and clinical analysis, though the truncated example slightly impacts completeness.
Prompt Preview
---
name: biomni
description: Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.
license: Apache-...
Full prompt length: 10664 characters