Flowleap academic
Skill flowleap-ai/flowleap-plugins/plugins/flowleap/skills/flowleap-academic
The FlowLeap Plugin Marketplace — curated, free-to-install skill packs for patent and IP work.
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Search academic literature (Semantic Scholar + arXiv) through the FlowLeap backend with per-source and publication-year filters. Trigger when an agent needs scholarly papers as prior art or technical background — topic searches, restricting to arXiv or Semantic Scholar, or bounding results by publication year. For OpenAlex-backed NPL search see flowleap-npl.
SKILL.md
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FlowLeap Academic
Auth and global flags: see flowleap-shared.
Usage
flowleap academic search <query> [flags]
Posts to /v1/academic-search. Returns academic papers with title, authors, year, and source.
Flags
| Flag | Description | Default |
|---|---|---|
--limit | Maximum results | 10 |
--source | Source to search: scholar or arxiv (repeat the flag for both) | all sources |
--from-year | Only papers published in or after this year | none |
--to-year | Only papers published in or before this year | none |
Examples
# Basic search
flowleap academic search "machine learning patent classification"
# With limit
flowleap academic search "CRISPR gene editing applications" --limit 20
# arXiv only, bounded by publication year
flowleap academic search "transformer attention mechanisms" --source arxiv --from-year 2020 --to-year 2024
# Both sources explicitly
flowleap academic search "solid state electrolyte" --source scholar --source arxiv
# JSON output for agents
flowleap academic search "neural network optimization" --json
Response Format (JSON)
{
"success": true,
"query": "machine learning patent classification",
"total": 1,
"cached": false,
"papers": [
{
"title": "Machine Learning in Patent Analysis",
"authors": ["Smith, J.", "Doe, A."],
"year": "2024",
"source": "arxiv",
"url": "https://example.com/paper",
"abstract": "..."
}
]
}