Draft a senior peer-review report on a social-science manuscript.
Design and execute convergent, explanatory sequential, and exploratory sequential mixed methods research designs
Zero-context verification that every number, comparison, and scope claim in the paper matches raw result files.
Design and implement formative, summative, and developmental evaluations using logic models and mixed methods
Biomedical literature mining using PubMed/MEDLINE for systematic review support
Bidirectional review — THE entry point for every research engagement.
Search and analyze research papers, find related work, summarize key ideas.
Active targeting skill for designing and validating nanoparticle targeting strategies
Workflow 3: Full paper writing pipeline.
Aggregate public target-level evidence across omics and translational sources for research triage.
Fill in the per-paper TODO sections of research-wiki/papers/<slug>.md pages that literature-ingest skills leave as bare scaffolds.
Interface with zbMATH Open database
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission.
Use when working on any empirical academic research context — paper writing, data analysis, literature review, or any task involving…
Multi-perspective academic paper review with dynamic reviewer personas.
Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback.
Citation reference parser using machine learning
Search and retrieve preprints from the arXiv open-access repository
Search and analyze mathematical literature on arXiv
Autonomously improve a generated paper via Claude review through claude-review MCP → implement fixes → recompile, for 2 rounds.
Structures and derives research formulas when the user wants to derive formulas, build a theory line, organize assumptions, or turn scattere