academic
4K
emerging-topic-scout
Monitor bioRxiv/medRxiv preprints and academic discussions to identify emerging research hotspots before they appear in mainstream journals
openclaw
research
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
academic
4K
grammar-checker-ama
Grammar checking tool for AMA style medical writing
openclaw
research
academic
4K
grant-mock-reviewer
Simulates NIH study section peer review for grant proposals. Triggers when user wants mock review, critique, or evaluation of a grant proposal before submission. Generates structured critique using official NIH scoring rubric (1-9 scale), identifies weaknesses, provides actionable revision recommendations, and produces a comprehensive review summary similar to actual NIH Summary Statement.
openclaw
research
academic
4K
irb-application-assistant
Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating application forms, and preparing submission checklists. Use when the user mentions IRB, Institutional Review Board, research ethics, human subjects research, protocol review, informed consent, or needs help preparing or reviewing an IRB application or submission.
openclaw
research
academic
4K
journal-matchmaker
Recommend suitable high-impact factor or domain-specific journals for manuscript submission based on abstract content. Trigger when user provides paper abstract and asks for journal recommendations, impact factor matching, or scope alignment suggestions.
openclaw
research
academic
4K
kol-profiler
Analyze physician academic influence and collaboration networks
openclaw
research
academic
4K
medical-research-literature-reader-pro
A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a medical or scientific paper — whether they provide a PDF, abstract, DOI, PMID, or just a title. Triggers include requests like "analyze this paper", "critique this study", "is this a strong paper?", "give me similar studies", "prepare me for journal club", "help me understand this bioinformatics paper", "what are the weaknesses here?", or "turn this into a mind map". Also activate for any downstream deliverables such as journal club kits, comparison tables, PI decision briefs, replication starters, or follow-up experiment designs. Do NOT treat as a generic summarizer — this skill performs structured evidence-type classification, track-specific critical appraisal, interpretation-boundary judgment, and research-grade follow-up generation.
openclaw
research
academic
4K
open-access-scout
Use when finding open access journals, checking journal policies, or identifying predatory publishers. Helps researchers locate legitimate open access venues and avoid publication scams.
openclaw
research
academic
4K
peer-review-response-drafter
Assist in drafting professional peer review response letters. Trigger when user mentions "reviewer comments", "response letter", "peer review", "revise and resubmit", "R&R", "reviewer feedback", or needs help responding to academic journal reviewers.
openclaw
research
academic
4K
pubmed-search-specialist
Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. Trigger when user needs MeSH term mapping, Boolean query construction, advanced PubMed filters, citation searching, systematic review search strategy, or clinical query optimization.
openclaw
research
academic
4K
reagent-substitute-scout
Find validated alternative reagents based on literature citation data.
openclaw
research
academic
4K
rebuttal-letter-strategist
Use rebuttal letter strategist for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
openclaw
research
academic
4K
semantic-consistency-auditor
Use semantic consistency auditor for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
openclaw
research
academic
4K
study-limitations-drafter
Use study limitations drafter for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
openclaw
research
academic
4K
systematic-review-screener
Automated abstract screening tool for systematic literature reviews with PRISMA workflow support.
openclaw
research
academic
4K
usaspending
USAspending.gov — federal spending data, contracts, grants, awards, agencies, and recipient search. No API key required.
openclaw
research
academic
4K
deep-research-executor
Execute deep research by performing comprehensive web searches and synthesizing findings into detailed reports. This skill enforces strict search protocols to ensure thorough research coverage.
openclaw
research
academic
4K
hardcover
Query reading lists and book data from Hardcover.app via GraphQL API. Triggers when user mentions Hardcover, asks about their reading list/library, wants book progress, searches for books/authors/series, or references "currently reading", "want to read", or "books I've read". Also use for syncing reading data to other systems (Obsidian, etc.) or tracking reading goals.
openclaw
research
academic
4K
verify-claims
Verify claims and information using professional fact-checking services. Use this skill when users want to verify facts, check claims in articles/videos/transcripts, validate news authenticity, cross-reference information with trusted fact-checkers, or investigate potentially false or misleading content. Triggers include requests to "fact check", "verify this", "is this true", "check if this is accurate", or when users share content they want validated against misinformation.
openclaw
research
academic
4K
aibrary-100
[Aibrary] Access Aibrary's curated list of 100 must-read books for the AI age, organized by category. Use when the user asks about essential books, wants the Aibrary 100 list, asks for must-read books for the AI era, or wants curated book recommendations across critical thinking, creativity, systems thinking, and action. Trigger on phrases like 'aibrary 100', 'must-read books', 'essential reading list', or 'best books for the AI age'.
openclaw
research
academic
4K
aibrary-book-recommend
[Aibrary] Recommend books based on user interests, goals, challenges, or career stage. Use when the user asks for book recommendations, says they don't know what to read, wants personalized suggestions, or needs guidance on which book to pick next. Different from aibrary-book-search — this focuses on personalized recommendations rather than search results.
openclaw
research
academic
4K
aibrary-book-search
[Aibrary] Search and find books based on user scenarios, needs, questions, or keywords. Use when the user describes a situation, challenge, or topic and wants to find relevant books to read. Trigger on phrases like 'find me a book about', 'what book should I read for', 'search books on', or any book discovery intent.
openclaw
research
academic
4K
andara-rag-search
Search the Andara Ionic RAG knowledge base (3,800+ records) for business intel, research, products, team, meetings, and any indexed content.
openclaw
research