Agent skill · AI & Agents

tooluniverse-metabolomics

Comprehensive metabolomics research skill for identifying metabolites, analyzing studies, and searching metabolomics databases. Integrates HMDB (220k+ metabolites), MetaboLights, Metabolomics Workbench, and PubChem. Use when asked to identify or annotate metabolites (HMDB IDs, chemical properties, pathways), retrieve metabolomics study information from MetaboLights (MTBLS*) or Metabolomics Workbench (ST*), search for studies by keywords or disease, or generate comprehensive metabolomics research reports.

BioTender-maxgithub.com/BioTender-maxGitHub ↗
claude-codeships scriptsNOASSERTION
Install
npx skills add BioTender-max/awesome-bio-agent-skills --skill tooluniverse-metabolomics --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 19
SKILL.md size: 12 KB
Bundled scripts: yes
Path: skills/openclaw/tooluniverse-metabolomics/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 135
Language: Python

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Metabolomics Research Comprehensive metabolomics research skill that identifies metabolites, analyzes studies, and searches metabolomics databases. Generates structured research reports with annotated metabolite information, study details, and database statistics. ## Use Case **Use this skill when asked to:** - Identify or annotate metabolites (HMDB IDs, chemical properties, pathways) - Retrieve metabolomics study information from MetaboLights or Metabolomics Workbench - Search for metabolomics studies by keywords or disease - Analyze metabolite profiles or datasets - Generate comprehensive metabolomics research reports **Example queries:** - "What is the HMDB ID and pathway information for glucose?" - "Get study details for MTBLS1" - "Find metabolomics studies related to diabetes" - "Analyze these metabolites: glucose, lactate, pyruvate" ## Databases Covered **Primary metabolite databases:** - **HMDB** (Human Metabolome Database): 220,000+ metabolites with structures, pathways, and biological roles - **MetaboLights**: Public metabolomics repository with thousands of studies - **Metabolomics Workbench**: NIH Common Fund metabolomics data repository - **PubChem**: Chemical propert

What's inside
Steps it walks through
  1. Use Case
  2. Databases Covered
  3. Research Workflow
  4. Phase 1: Metabolite Identification & Annotation
  5. Phase 2: Study Details Retrieval
  6. Phase 3: Study Search
  7. Phase 4: Database Overview
  8. Usage Patterns
  9. Pattern 1: Metabolite Identification
  10. Pattern 2: Study Retrieval
  11. Pattern 3: Study Search
  12. Pattern 4: Comprehensive Analysis
  13. Input Parameters
  14. metabolitelist (optional)
Ships with 18 files
  • .env.template
  • COMPARISON_ORIGINAL_VS_FIXED.md
  • QUICK_START.md
  • SKILL_TEST_FEEDBACK.md
  • diabetes_analysis.py
  • diabetes_metabolomics_report_FIXED.md
  • example1_metabolites.md
  • example2_study.md
  • example3_search.md
  • python_implementation.py
  • python_implementation_fixed.py
  • test1_metabolites.md
  • test2_study.md
  • test3_search.md
  • test4_comprehensive.md
  • test_detailed.py
  • test_skill.py
  • test_tools_debug.py
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About this skill
What does the tooluniverse-metabolomics skill do?

Comprehensive metabolomics research skill for identifying metabolites, analyzing studies, and searching metabolomics databases. Integrates HMDB (220k+ metabolites), MetaboLights, Metabolomics Workbench, and PubChem. Use when asked to identify or annotate metabolites (HMDB IDs, chemical properties, pathways), retrieve metabolomics study information from MetaboLights (MTBLS*) or Metabolomics Workbench (ST*), search for studies by keywords or disease, or generate comprehensive metabolomics research reports.

How do I install it?

Run `npx skills add BioTender-max/awesome-bio-agent-skills --skill tooluniverse-metabolomics --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From BioTender-max/awesome-bio-agent-skills, a repository with 135 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

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