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metabolomics-workbench-database
75 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.
By BioTender-max/awesome-bio-agent-skills (GitHub) · coding · 219 stars · scanned at commit 8cbdd18
Query Metabolomics Workbench REST API (4,200+ NIH studies) for metabolite ID, study discovery, RefMet standardization, m/z precursor searches, and gene/protein annotations. Quirks: compound input_item rejects `name` (use pubchem_cid/kegg_id/inchi_key/etc.); free-text → compound is a two-step refmet/match→refmet/name flow; moverz endpoint returns TSV text, not JSON. Use hmdb-database for local XML; pubchem-compound-search for general compound lookup.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 1 place.
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 1 place.
Connects to the internet
The author does not mention this.
Found in 26 places.
Show 17 more
- skills/sciagent/metabolomics-workbench-database/SKILL.md, line 87
r = requests.get(f"{BASE}/compound/kegg_id/C00031/all/json", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 91
r = requests.get(f"{BASE}/compound/inchi_key/WQZGKKKJIJFFOK-GASJEMHNSA-N/all/json", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 99
r = requests.get(f"{BASE}/compound/formula/C6H12O6/all/json", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 117
r = requests.get(f"{BASE}/study/study_id/ST000001/summary", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 130
r = requests.get(f"{BASE}/study/refmet_name/Glucose/summary", timeout=60) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 151
r = requests.get(f"{BASE}/refmet/match/{user_text}", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 159
r = requests.get(f"{BASE}/refmet/name/{refmet_name}/all", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 183
r = requests.get(f"{BASE}/study/refmet_name/{refmet_name}/summary", timeout=60) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 192
return requests.get(f"{BASE}/study/study_id/{study_id}/summary", timeout=30).json() - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 215
r = requests.get(f"{BASE}/moverz/{db}/{mz}/{ion}/{tolerance}/txt", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 228
r = requests.get(f"{BASE}/moverz/LIPIDS/760.585/M+H/0.01/txt", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 241
r = requests.get(f"{BASE}/gene/gene_symbol/HMGCR/all", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 246
r2 = requests.get(f"{BASE}/protein/uniprot_id/P04035/all", timeout=30) - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 286
rm = requests.get(f"{BASE}/refmet/match/{user_text}", timeout=30).json() - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 291
full = requests.get(f"{BASE}/refmet/name/{name}/all", timeout=30).json() - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 298
compound = requests.get(f"{BASE}/compound/pubchem_cid/{cid}/all/json", - skills/sciagent/metabolomics-workbench-database/SKILL.md, line 328
r = requests.get(f"{BASE}/moverz/REFMET/{mz}/{ion}/{tolerance}/txt", timeout=30)
and 6 more places
Safer alternatives
Low-risk skills in the same category (coding) that look related. Check that one does what you need.
Other copies in this repository
BioTender-max/awesome-bio-agent-skills has 1 more folder with a skill named metabolomics-workbench-database. This page shows the lowest-scoring copy.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'metabolomics-workbench-database' ] || [ -L ~/.agents/skills/'metabolomics-workbench-database' ]; then echo 'A skill folder named metabolomics-workbench-database already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/BioTender-max/awesome-bio-agent-skills' "$d" && git -C "$d" checkout --quiet '8cbdd18837aa6296c4e77616a03b323bd69b57b1' -- 'skills/sciagent/metabolomics-workbench-database' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sciagent/metabolomics-workbench-database' ~/.agents/skills/'metabolomics-workbench-database' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'metabolomics-workbench-database' ~/.claude/skills/'metabolomics-workbench-database' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for BioTender-max/awesome-bio-agent-skills shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/BioTender-max/awesome-bio-agent-skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-07 | 8cbdd18 | 75 |