Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add wentorai/research-plugins --skill biomedicalgit clone --depth 1 https://github.com/wentorai/research-pluginsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/wentorai/research-plugins/biomedical)<a href="https://agentmods.dev/skills/wentorai/research-plugins/biomedical"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/biomedical/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/wentorai/research-plugins/biomedical"><img src="https://agentmods.dev/badge/skills/wentorai/research-plugins/biomedical.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00043 | $0.00844 |
| Opus 5 | $0.00022 | $0.00422 |
| Sonnet 5 | $0.00009 | $0.00169 |
| Haiku 4.5 | $0.00004 | $0.00084 |
Grade A, and why
biomedical-skills scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Biomedical Research — 24 Skills
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| alphafold-api | Query AlphaFold protein structure predictions by UniProt accession |
| bioagents-guide | AI scientist framework for autonomous biological research workflows |
| biothings-api | Query gene, variant, and drug annotations via BioThings APIs |
| clawbio-guide | OpenClaw bioinformatics skill library for genomics pipelines |
| clinical-dialogue-agents-guide | Papers on AI agents for clinical dialogue and medical QA |
| clinical-research-guide | Design clinical studies and report using CONSORT, STROBE guidelines |
| clinicaltrials-api | Clinical trial registry database search API |
| clinicaltrials-api-v2 | Search and analyze clinical trials via the ClinicalTrials.gov v2 API |
| ena-sequence-api | Access nucleotide sequence data from the European Nucleotide Archive |
| enrichr-api | Perform gene set enrichment analysis using the Enrichr API |
| ensembl-rest-api | Query gene, sequence, and variant data via the Ensembl REST API |
| epidemiology-guide | Epidemiological study designs, measures of association, and public health ana... |
| genomas-guide | Automate gene expression analysis with the GenoMAS multi-agent system |
| genomics-analysis-guide | Workflows for RNA-seq, GWAS, and variant calling in genomic research |
| genotex-benchmark-guide | Benchmark for LLM agents on gene expression data analysis |
| med-researcher-guide | Multi-agent system for biomedical literature review and synthesis |
| med-researcher-r1-guide | Medical deep research agent with reasoning chain analysis |
| medgeclaw-guide | AI research assistant for biomedicine, RNA-seq, and drug discovery |
| medical-data-api | Access FDA drug data and WHO global health statistics for research |
| medical-imaging-guide | Medical image analysis with deep learning for research applications |
| ncbi-blast-api | Run sequence similarity searches via the NCBI BLAST REST API |
| ncbi-datasets-api | Access genomes, genes, and taxonomy data via NCBI Datasets v2 API |
| pdb-structure-api | Search and retrieve 3D protein structures from the RCSB Protein Data Bank |
| quickgo-api | Browse and search Gene Ontology annotations via the QuickGO API |
What ships with it
24 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- alphafold-api/SKILL.md 7.9 KB
- bioagents-guide/SKILL.md 12 KB
- biothings-api/SKILL.md 8.7 KB
- clawbio-guide/SKILL.md 4.3 KB
- clinical-dialogue-agents-guide/SKILL.md 4.6 KB
- clinical-research-guide/SKILL.md 7.5 KB
- clinicaltrials-api-v2/SKILL.md 8.0 KB
- clinicaltrials-api/SKILL.md 8.1 KB
- ena-sequence-api/SKILL.md 5.4 KB
- enrichr-api/SKILL.md 7.9 KB
- ensembl-rest-api/SKILL.md 7.8 KB
- epidemiology-guide/SKILL.md 7.4 KB
- genomas-guide/SKILL.md 3.7 KB
- genomics-analysis-guide/SKILL.md 7.3 KB
- genotex-benchmark-guide/SKILL.md 3.9 KB
- med-researcher-guide/SKILL.md 4.8 KB
- med-researcher-r1-guide/SKILL.md 4.5 KB
- medgeclaw-guide/SKILL.md 11 KB
- medical-data-api/SKILL.md 8.7 KB
- medical-imaging-guide/SKILL.md 10 KB
- ncbi-blast-api/SKILL.md 6.4 KB
- ncbi-datasets-api/SKILL.md 6.4 KB
- pdb-structure-api/SKILL.md 7.2 KB
- quickgo-api/SKILL.md 5.4 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 6d ago First seen · 36 lines · 43 tokens per session scan A fcd233fc4036
biomedical-skills is a skill published in the GitHub repository wentorai/research-plugins (291 stars, last pushed 2mo ago), licensed MIT. It adds 43 tokens to every session and 844 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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research-engineer
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