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recipe-academic-literature-reviewlisted

Map the gap between published research and filed patents — a scholarly sweep across Semantic Scholar, arXiv, and OpenAlex aligned against a matching patent search, output centered on the published-versus-protected gap rather than a ranked novelty list. Trigger when the user asks for a literature review, a state-of-the-art survey, or a comparison of academic research against patents.
flowleap-ai/flowleap-plugins · ★ 0 · Code & Development · score 73
Install: claude install-skill flowleap-ai/flowleap-plugins
# Recipe: Academic Literature Review Combine academic and patent searches to map what a field has published against what it has protected. Prefer `academic` (Semantic Scholar + arXiv) for CS/ML papers and preprints; prefer `npl` (OpenAlex) for broad cross-disciplinary journal coverage and open-access filtering. ## Steps ### Step 1: Academic Search ```bash flowleap --json academic search "<research topic>" --limit 20 flowleap --json academic search "<research topic>" --source arxiv --from-year 2020 ``` ### Step 2: Widen to OpenAlex NPL ```bash flowleap --json npl "<research topic>" --from-year 2020 --limit 10 ``` ### Step 3: Patent Search for the Same Topic ```bash flowleap patent build-query "<research topic>" --allow-external-processing flowleap --json patent search --query "<CQL from build-query>" --limit 20 ``` ### Step 4: Synthesize the Gap Align the academic themes against the patent CPC and assignee clusters. Flag topics heavily published but lightly patented (open R&D space) and topics heavily patented but lightly published (crowded IP). Done when each major theme is classified on the published-versus-protected axis. ## Visual deliverable To hand off Step 4's published-versus-protected map as a shareable artifact, follow this recipe's analysis through to the end, then render it with `recipe-custom-dashboard` — the **filing-trends** template (multi-series comparison over time) is the closest fit, adapted to plot academic output against patent filings per th