Biomni general agent
Skill BioTender-max/awesome-bio-agent-skills/skills/openclaw/biomni-general-agent
A curated collection of AI agent skills for biomedical research, covering genomics, proteomics, single-cell analysis, clinical AI, and protein design.From the repository description
npx -y skills add BioTender-max/awesome-bio-agent-skills --skill biomni-general-agentAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
One thing to look at
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SKILL.md
1.8 KB, 445 tokens by cl100k_base, as published. Nobody here has run it
name: biomni-general-agent description: Use the local Biomni checkout to orchestrate its 150+ biomedical tools, databases, and know-how workflows for complex research questions. allowed-tools:
- read_file
- run_shell_command
At-a-Glance
- description (10-20 chars): Omni bio agent
- keywords: multi-tool, know-how, tutorials, protocols, databases
- measurable_outcome: Execute a Biomni workflow that touches ≥2 tool categories and returns a cited research summary or artifact within 15 minutes per request.
Workflow
- Environment:
cd repo && pip install .(or follow tutorials env set up). Activate the environment with required GPUs if using heavy models. - Select mode: Choose Standard (full stack), Light (API-only), or Commercial (license-safe) per task.
- Plan tools: Query the Know-How library for relevant protocols/databases before executing.
- Execute notebooks/scripts: Use
repo/tutorialsor CLI entrypoints to run pipelines; log tool versions. - Summarize: Provide outputs + citations pulled from the Know-How metadata.
Guardrails
- Respect tool/data licenses when selecting Light vs Commercial mode.
- Track provenance (tool versions, dataset snapshots) in final response.
- Keep workflows modular—reuse Biomni recipes rather than ad-hoc scripts when possible.
References
- Full capability list, tool inventory, and tutorial notebooks documented in
README.mdandrepo/tutorials/.
What ships with it: 147 files
2829.1 KB alongside SKILL.md, 81 of them executable
repo/
- biomni/agent/a1.pyruns128.1 KB
- biomni/agent/env_collection.pyruns13.9 KB
- biomni/agent/function_generator.pyruns4.6 KB
- biomni/agent/__init__.pyruns447 B
- biomni/agent/qa_llm.pyruns2.1 KB
- biomni/agent/react.pyruns20.8 KB
- biomni/biorxiv_scripts/extract_biorxiv_tasks.pyruns12.8 KB
- biomni/biorxiv_scripts/generate_function.pyruns2.5 KB
- biomni/biorxiv_scripts/process_all_subjects.pyruns10.2 KB
- biomni/config.pyruns3.9 KB
- biomni_env/bio_env_py310.yml528 B
- biomni_env/bio_env.yml1.0 KB
- biomni_env/cli_tools_config.json3.6 KB
- biomni/env_desc_cm.pyruns24.9 KB
- biomni/env_desc.pyruns23.9 KB
- biomni_env/environment.yml681 B
- biomni_env/fixed_env.yml18.1 KB
- biomni_env/install_cli_tools.shruns34.8 KB
- biomni_env/install_r_packages.R4.1 KB
- biomni_env/new_software_v008.shruns750 B
- biomni_env/README.md2.8 KB
- biomni_env/r_packages.yml102 B
- biomni_env/setup.shruns8.8 KB
- biomni/eval/biomni_eval1.pyruns11.6 KB
- biomni/eval/__init__.pyruns467 B
- biomni/__init__.pyruns462 B
- biomni/know_how/__init__.pyruns650 B
- biomni/know_how/loader.pyruns12.1 KB
- biomni/know_how/resource/addgene_grna_sequences.csv53.4 KB
- biomni/know_how/resource/CRISPick_download_links.txt37.2 KB
- biomni/know_how/sgRNA_design_guide.md14.8 KB
- biomni/know_how/single_cell_annotation.md7.6 KB
- biomni/llm.pyruns11.3 KB
- biomni/model/__init__.pyruns402 B
- biomni/model/retriever.pyruns9.0 KB
- biomni/task/base_task.pyruns713 B
- biomni/task/hle.pyruns5.1 KB
- biomni/task/__init__.pyruns402 B
- biomni/task/lab_bench.pyruns4.3 KB
- README.md1.7 KB
107 more files not listed here. See all 147 in the repository.