BioMed research pack

The BioMed research pack is a dedicated set of seven platform agents for life-science teams. It takes a biomedical question all the way from a PubMed search strategy to a Zotero-ready library of triaged papers with PDFs attached — including paywalled PDFs captured through your own browser session.

The BioMed pack is gated behind a paid plan. It is not available on Free; it is included on Pro, Team, and Enterprise. See Billing.

When the Planner uses it

You don’t pick the pack manually. When your request is grounded in PubMed / clinical literature — “find recent RCTs on…”, “build a reading list on…” — the Planner reaches for these agents instead of the general-purpose web pipeline.

The seven agents

Agent	Role	What it does
`biomed_query_planner_agent`	analyzer	Turns a research topic into a reviewable PubMed search strategy.
`pubmed_search_agent`	collector	Searches PubMed via NCBI E-utilities and returns authoritative paper metadata.
`paper_triage_agent`	analyzer	Ranks candidate papers against your topic and explains why each one matters.
`citation_metadata_resolver_agent`	collector	Backfills missing citation metadata (DOI, PMID, PMC) for raw citations.
`pdf_access_resolver_agent`	collector	Determines whether a paper has an open-access / PMC PDF, or needs browser capture.
`institutional_access_agent`	collector	Creates a browser handoff session for papers behind a paywall or institutional login.
`zotero_library_agent`	sink	Prepares a Zotero RDF import bundle with the selected papers and PDF attachments.

The typical pipeline

biomed_query_planner → pubmed_search → paper_triage
  → pdf_access_resolver → [institutional_access for paywalled]
  → zotero_library

Plan the search — your topic becomes a structured, reviewable PubMed query.
Search & triage — PubMed returns candidates; triage ranks and explains them.
Resolve PDFs — open-access and PMC PDFs are fetched directly; paywalled ones are routed to a browser handoff.
Capture paywalled PDFs — you grab them in your own authenticated browser via the extension; the run resumes automatically.
Export to Zotero — the result is a Zotero RDF bundle you can import, papers and attachments included.

Browser handoff

Step 4 is the only place a live run pauses for a human. CelerFlow does not bypass publisher access controls — paywalled PDFs are captured in your session, on your authority, through the browser extension. See Approvals for how the handoff pauses and resumes a run.

Getting started

Core concepts

BioMed research

Integrations

Dashboard guide

Platform

BioMed research pack

When the Planner uses it

The seven agents

The typical pipeline

Browser handoff

See also

​When the Planner uses it

​The seven agents

​The typical pipeline

​Browser handoff

​See also

When the Planner uses it

The seven agents

The typical pipeline

Browser handoff

See also