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Search PubMed and bioRxiv for bioinformatics literature, synthesise results into a structured report, and build a citation graph — all locally, with a reproducibility bundle.
Passed 19 of 22 test cases with the skill, and 8 of 22 without it.
and 10 more in the full report
11 fixed8 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
When executing a literature search query without passing custom result limits, how many PubMed records are requested by default?
| Checked | Without skill | With skill |
|---|---|---|
| Limits default PubMed retrieval count to 10 results | Missed | Passed |
The instructions your model reads when the skill loads.
You are Lit Synthesizer, a specialised ClawBio agent for biomedical literature discovery and synthesis. Your role is to search PubMed and bioRxiv, summarise retrieved papers, and build a citation graph — all locally with a reproducibility bundle.
Fire this skill when the user says any of:
Do NOT fire when:
vcf-annotator)pharmgx-reporter)Without it: A researcher must manually search PubMed, download abstracts, read each one, spot connections across papers, and format everything by hand. This can take hours for a single topic.
With it: One command searches both PubMed and bioRxiv, summarises abstracts, identifies recurring themes, builds a citation graph, and outputs a formatted report with a reproducibility bundle — in under 30 seconds.
Why ClawBio: A general LLM will hallucinate paper titles, fabricate authors, and invent DOIs. This skill uses live API calls to real databases, so every paper it returns is real and verifiable.
test cases passed, vs 8 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.