Cell segmentation from multiplexed tissue images. Covers deep learning (Cellpose, Mesmer) and classical approaches for n…
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数据与复现
BI
biomni
维护者 FreedomIntelligence · 最近更新 2026年4月1日
Biomni is an open-source biomedical AI agent framework from Stanford's SNAP lab that autonomously executes complex research tasks across biomedical domains. Use this skill when working on multi-step biological reasoning tasks, analy.
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biomni
- 维护者
- FreedomIntelligence
- 许可
- MIT
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- Biomni是一个open-source biomedical AI agent 框架 ，面向 Stanford's SNAP lab that autonomously executes complex research tasks across biomedical domains. Use this skill when working on multi-step biological reasoning tasks，analyzing biomedical data，或 conducting research spanning genomics，drug discovery，molecular biology，、 clinical analysis。
- Use scripts/setup_environment.py ，用于 interactive setup assistance。
原始文档
SKILL.md 摘录
Core Capabilities
Biomni excels at:
- Multi-step biological reasoning - Autonomous task decomposition and planning for complex biomedical queries
- Code generation and execution - Dynamic analysis pipeline creation for data processing
- Knowledge retrieval - Access to ~11GB of integrated biomedical databases and literature
- Cross-domain problem solving - Unified interface for genomics, proteomics, drug discovery, and clinical tasks
When to Use This Skill
Use biomni for:
- CRISPR screening - Design screens, prioritize genes, analyze knockout effects
- Single-cell RNA-seq - Cell type annotation, differential expression, trajectory analysis
- Drug discovery - ADMET prediction, target identification, compound optimization
- GWAS analysis - Variant interpretation, causal gene identification, pathway enrichment
- Clinical genomics - Rare disease diagnosis, variant pathogenicity, phenotype-genotype mapping
- Lab protocols - Protocol optimization, literature synthesis, experimental design
Installation and Setup
Install Biomni and configure API keys for LLM providers:
Configure API keys (store in .env file or environment variables):
export ANTHROPIC_API_KEY="your-key-here"
适用场景
- **CRISPR screening** - Design screens，prioriti。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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