Data & ReproBioinformatics & GenomicsFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
BI

biomni-general-agent

Maintainer FreedomIntelligence · Last updated April 1, 2026

BioMni general biomedical agent for flexible multi-step research tasks.

OpenClawNanoClawAnalysisReproductionbiomni-general-agent🧠 bioos extended suiteresearch infrastructure & agentsbiomni

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/biomni-general-agent

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • 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.
  • 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.
  • 1. Environment: cd repo && pip install. (or follow tutorials env set up). Activate the environment with required GPUs if using heavy models. 2. Select mode: Choose Standard (full stack), Light (API-only), or Commercial (license-safe) per task. 3. Plan tools: Query the Know-How library for relevant protocols/databases before executing. 4. Execute notebooks/scripts: Use repo/tutorials or CLI entrypoints to run pipelines; log tool versions. 5. Summarize: Provide outputs + citations pulled from the Know-How metadata.

Source Doc

Excerpt From SKILL.md

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.

Use cases

  • Use biomni-general-agent for genomics and bioinformatics workflows.
  • Apply biomni-general-agent to sequencing, variant, or omics analysis tasks.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

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