zjunlp/Skills

citation-network

Build and visualize a citation network from a source/target CSV to identify key papers, communities, and emerging hotspots; use when you have citation pairs and need fast literature review or trend analysis.

원문 언어: 영어

citation-verifier

Verify, normalize, and enrich a single citation or paper identifier. Use when the user pastes a DOI, URL, arXiv ID, PubMed ID, citation string, or paper title and wants it checked.

원문 언어: 영어

paper-compile

Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says \"编译论文\", \"compile paper\", \"build PDF\", \"生成PDF\", or wants to compile LaTeX into a submission-ready PDF.

원문 언어: 영어

retraction-watcher

Automatically scan document reference lists and check against Retraction.

원문 언어: 영어

sciatlas-idea-evaluate

Use only SciAtlas search-papers to take a novice user from zero setup to an evidence-grounded evaluation of a research idea's novelty, feasibility, soundness, and differentiation. Trigger when the user asks whether an idea is worth pursuing or needs…

원문 언어: 영어

sciatlas-idea-generate

Use only SciAtlas search-papers to take a novice user from zero setup to literature-grounded research idea seeds. Trigger when the user wants new research directions, hypotheses, cross-topic combinations, project ideas, or brainstorming grounded in retrieved…

원문 언어: 영어

sciatlas-idea-grounding

Use only SciAtlas search-papers to take a novice user from zero setup to prior-art grounding for a research idea. Trigger when the user gives an idea and asks for similar work, differentiation evidence, related work, motivation support, or literature-grounded…

원문 언어: 영어

sciatlas-literature-review

Use only SciAtlas search-papers to take a novice user from zero setup to an evidence-grounded literature review, related-work summary, survey outline, or reading list. Trigger when the user asks for a literature review, related work section, paper map, or…

원문 언어: 영어

sciatlas-quick-paper-search

Use only SciAtlas search-papers to take a novice user from zero setup to a small evidence-backed paper search result. Trigger when the user wants a quick paper check, first-pass literature evidence, a retrieval smoke test, or help deciding which deeper…

원문 언어: 영어

sciatlas-researcher-review

Use only SciAtlas search-papers to take a novice user from zero setup to an evidence-grounded researcher profile from retrieved papers. Trigger when the user asks for a researcher's background, representative works, topic trajectory, or author-centered…

원문 언어: 영어

sciatlas-trend-report

Use only SciAtlas search-papers to take a novice user from zero setup to a timeline-oriented research trend report. Trigger when the user asks for topic history, field evolution, recent trends, representative papers over time, or emerging directions.

원문 언어: 영어

scientific-figure-making

Generates publication-ready scientific figures in Python/matplotlib with consistent house style (Helvetica/Arial-like fonts, high-contrast palettes, minimal spines, frameless legends). Use when creating bar, trend, scatter, heatmap, or multi-panel figures for…

원문 언어: 영어

zotero-vectorize

Build and maintain a cross-platform local Zotero semantic index using metadata embeddings and PDF full-text chunk embeddings. Use when the user asks to vectorize a Zotero library, create or refresh metadata_vectors.json or fulltext_vectors.json, check for new…

원문 언어: 영어

dabstep-fraud-general-macro-analysis

Solve Fraud_and_General_Macro_Analysis questions in the dabstep payment processing dataset. Use this skill for macro-level transaction analysis questions: fraud rates, fraud comparisons by segment, percentage calculations, correlation analysis, most-frequent…

원문 언어: 영어

scp-adr-graph

Use when you need to connect to the SciGraph SCP server for ADR-Graph (drug–adverse reaction knowledge graph dataset for link prediction/side-effect discovery, used with EdgePrediction) and call its MCP tools (query_cypher, get_kg_statistics,…

원문 언어: 영어

scp-aeqg-physics

Use when you need to connect to the SciGraph SCP server for AEQG-Physics (AEQG-MCQ-Distractors-Physics high-school physics concept-map knowledge graph for MCQ generation and distractors) and call its MCP tools (query_cypher, get_kg_statistics,…

원문 언어: 영어

scp-beacon

Use when you need to connect to the SciGraph SCP server for BEACON (Bridging Chemical Structure and Conceptual Knowledge; CPI prediction) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including…

원문 언어: 영어

scp-bioactivity

Use when you need to connect to the SciGraph SCP server for BioActivity/TarIKGC (semantics-enhanced KG for target identification in small-molecule drug discovery) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details,…

원문 언어: 영어

scp-biomedical-drug

Use when you need to connect to the SciGraph SCP server for Biomedical-Drug (DREAMwalk multi-layer heterogeneous biomedical knowledge graph for drug repurposing) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details,…

원문 언어: 영어

scp-cisreg

Use when you need to connect to the SciGraph SCP server for CISREG (genomic regulation knowledge graph about enhancers, TADs, genes, proteins, phenotypes) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow),…

원문 언어: 영어

scp-clinicalkg

Use when you need to connect to the SciGraph SCP server for ClinicalKG/CKG (Clinical Knowledge Graph database dump for building Neo4j; proteomics + clinical decision support) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details,…

원문 언어: 영어

scp-ddkg

Use when you need to connect to the SciGraph SCP server for the DDKG biomedical knowledge graph (drug–drug interaction prediction) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp…

원문 언어: 영어

scp-dtinet

Use when you need to connect to the SciGraph SCP server for DTINet (Drug-Target Interaction Network knowledge graph for predicting novel drug–target interactions from heterogeneous biomedical networks) and call its MCP tools (query_cypher, get_kg_statistics,…

원문 언어: 영어

scp-e-coli

Use when you need to connect to the SciGraph SCP server for E-Coli (antibiotic resistance knowledge graph; KIDS framework) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp…

원문 언어: 영어

scp-elementkg-2

Use when you need to connect to the SciGraph SCP server for ElementKG 2.0 / InstructProteinKG and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including configuration (streamableHttp + SCP-HUB-API-KEY) and…

원문 언어: 영어

scp-graphysics

Use when you need to connect to the SciGraph SCP server for GraPhysics (physics equation-centered knowledge graph of laws/constants with bridge relations between equations) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details,…

원문 언어: 영어

scp-healx

Use when you need to connect to the SciGraph SCP server for Healx (rare disease drug repositioning biomedical knowledge graph by Healx Ltd.) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including…

원문 언어: 영어

scp-idp

Use when you need to connect to the SciGraph SCP server for IDP-KG (Intrinsically Disordered Protein Knowledge Graph) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration…

원문 언어: 영어

scp-ikraph

Use when you need to connect to the SciGraph SCP server for iKraph (large-scale biomedical knowledge graph from PubMed + external databases like Hetionet) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow),…

원문 언어: 영어

scp-instructproteinkg

Use when you need to connect to the SciGraph SCP server for InstructProteinKG (UniProt/Swiss-Prot derived protein knowledge graph for sequence-text alignment and instruction learning) and call its MCP tools (query_cypher, get_kg_statistics,…

원문 언어: 영어

scp-kano-chebi

Use when you need to connect to the SciGraph SCP server for KANO-ChEBI / ElementKG-CHEBI (knowledge graph integrating element properties and functional group hierarchies from Periodic Table/Wikipedia/ChEBI to support KANO molecular representation learning and…

원문 언어: 영어

scp-kcl

Use when you need to connect to the SciGraph SCP server for KCL (knowledge graph of microscopic chemical associations among common elements; supports knowledge-guided augmentation/message passing for molecular graphs) and call its MCP tools (query_cypher,…

원문 언어: 영어

scp-kg-fm

Use when you need to connect to the SciGraph SCP server for KG-FM (framework-material knowledge graph dataset; see npj Computational Materials 2025 paper) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow),…

원문 언어: 영어

scp-kg-mtl

Use when you need to connect to the SciGraph SCP server for KG-MTL (knowledge graph enhanced multi-task learning framework for molecular interaction prediction: DTI/CPI) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details,…

원문 언어: 영어

scp-kgnn

Use when you need to connect to the SciGraph SCP server for KGNN (Knowledge Graph Neural Network; drug-drug interaction prediction dataset/framework) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow),…

원문 언어: 영어

scp-knowddi

Use when you need to connect to the SciGraph SCP server for KnowDDI (knowledge subgraph learning for accurate + interpretable drug-drug interaction prediction; supports zero-shot DDI) and call its MCP tools (query_cypher, get_kg_statistics,…

원문 언어: 영어

scp-marineexpert

Use when you need to connect to the SciGraph SCP server for MarineExpert (marine expert management knowledge graph integrating experts/publications/institutions/collaborations/fields from multi-source marine info) and call its MCP tools (query_cypher,…

원문 언어: 영어

scp-material

Use when you need to connect to the SciGraph SCP server for Material (materials-science knowledge graph built from ~150k papers via an LLM-based NLP pipeline; contains materials, formulas, properties, synthesis conditions) and call its MCP tools…

원문 언어: 영어

scp-matkg

Use when you need to connect to the SciGraph SCP server for MatKG (autonomously generated materials-science knowledge graph extracted from >5M papers; entities include materials/properties/applications/synthesis) and call its MCP tools (query_cypher,…

원문 언어: 영어

scp-matmechonto

Use when you need to connect to the SciGraph SCP server for MatMechOnto (MaterioMiner dataset linking a materials mechanics ontology with fine-grained literature entity annotations; supports NER and CPMP relation extraction) and call its MCP tools…

원문 언어: 영어