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Biomni General Agent — measured AI agent skill | DecimalAI

Biomni General Agent

SkillScore82Maintained

biomni-general-agent

Use the local Biomni checkout to orchestrate its 150+ biomedical tools, databases, and know-how workflows for complex research questions.

Databy FreedomIntelligence

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Research pack

decimalai skills pull biomni-general-agent

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/biomni-general-agent/SKILL.md

Raw file: /s/biomni-general-agent/SKILL.md ↗ · machine-readable summary at /s/biomni-general-agent.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +45% lift-18% tokens0% turns82% of whole cases pass with skill (18/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-5%	0%
case-03	✗→✓	▲ Improved	-15%	0%
case-15	✗→✓	▲ Improved	5%	0%
case-09	✗→✓	▲ Improved	-45%	0%
case-10	✗→✓	▲ Improved	-53%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

FreedomIntelligence / OpenClaw-Medical-Skills

skills/biomni-general-agent/SKILL.md

View on GitHub ↗

Imported 8/1/2026Version v2

Skill contents

SKILL.md

<!--

COPYRIGHT NOTICE

This file is part of the "Universal Biomedical Skills" project.

Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>

All Rights Reserved.

#

This code is proprietary and confidential.

Unauthorized copying of this file, via any medium is strictly prohibited.

#

Provenance: Authenticated by MD BABU MIA

-->

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/tutorials or 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.md and repo/tutorials/.

Want to see if biomni-general-agent would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.