Claude Skills by zjunlp

Use when you need to connect to the SciGraph SCP server for Otter-UBC (IBM Research Otter-Knowledge multimodal knowledge graphs for drug discovery) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for PertKGE (knowledge graph for compound-protein interaction inference using perturbation transcriptomics + regulatory network; cold-start CPI prediction) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for PhySci (physics scientific-publication ontology with Linked Data metadata concepts like methods/problems/solutions) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for PPIKG (BioGRID+UniProt protein–protein interaction knowledge graph for target deconvolution) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for ProteinKG25 (GO + protein sequence knowledge graph) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for PSPP / PSPP-KG (process-structure-property-performance materials design knowledge graph with influence relations extracted from literature) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for PyBioMart (Pythonic interface for querying BioMart/Ensembl; supports genomic data extraction for biomedical knowledge graphs and disease-gene association prediction via KG embeddings) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for QUDT (quantities/units/dimensions/systems/prefixes/constants/datatypes ontology; based on QUDT-all-in-one-OWL.ttl) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for ReaKE (reaction-centered knowledge graph for self-supervised contrastive molecular representation learning; reactions as hyperedges linking reactants/products/templates) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for RegionalGeoTime (regional geologic time standards knowledge graph integrating 17 regional standards with the international time scale) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for RNA-KG (RNA-centered heterogeneous biomedical knowledge graph with contextual properties for RNA interaction contexts) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for SciMKG (multimodal K-12 science education knowledge graph; packaged as SciMKG.ttl RDF/Turtle view) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for SpaTalk (LRT-KG spatial transcriptomics knowledge graph for ligand-receptor-transcription factor-target gene hierarchies) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for SSC-CoT (knowledge graph for stepwise self-consistent mathematical reasoning on trigonometric functions) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for Theoria (curated theoretical physics knowledge graph with JSON entries containing equations, derivations, assumptions, references, and verification code) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for TransFOL (multimodal biomedical knowledge graph for drug-drug interaction prediction and complex relational/logical reasoning) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for TxGNN (large-scale biomedical knowledge graph for drug repurposing and therapeutic relationship prediction, Neo4j-imported) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Use when you need to connect to the SciGraph SCP server for YaSAScore (reaction knowledge graph for compound synthesis accessibility; USPTO/Pistachio reactions as directed reactant→product edges) and call its MCP tools (query_cypher, get_kg_statistics, get_entity_details, get_experiment_workflow), including streamableHttp configuration with SCP-HUB-API-KEY and Python 3.10+ usage examples.

Instructions for creating MCP (Model Context Protocol) servers that expose tools and resources for the agent to use. Use when the user asks to create a new MCP server or add MCP capabilities.

Activate multi-agent orchestration mode

Local text-to-speech via sherpa-onnx (offline, no cloud)

Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.

Comprehensive Cloudflare platform skill covering Workers, Pages, storage (KV, D1, R2), AI (Workers AI, Vectorize, Agents SDK), networking (Tunnel, Spectrum), security (WAF, DDoS), and infrastructure-as-code (Terraform, Pulumi). Use for any Cloudflare development task.

Use this skill when you need to:

This skill enables Claude to generate Infrastructure as Code (IaC) configurations. It uses the infrastructure-as-code-generator plugin to create production-ready IaC for Terraform, CloudFormation, Pulumi, ARM Templates, and CDK. Use this skill when the user requests IaC configurations for cloud infrastructure, specifying the platform (e.g., Terraform, CloudFormation) and cloud provider (e.g., AWS, Azure, GCP), or when the user needs help automating infrastructure deployment. Trigger terms inc...

This skill enables Claude to generate Infrastructure as Code (IaC) configurations. It uses the infrastructure-as-code-generator plugin to create production-ready IaC for Terraform, CloudFormation, Pulumi, ARM Templates, and CDK. Use this skill when the user requests IaC configurations for cloud infrastructure, specifying the platform (e.g., Terraform, CloudFormation) and cloud provider (e.g., AWS, Azure, GCP), or when the user needs help automating infrastructure deployment. Trigger terms inc...

Step-by-step guide for writing focused, practical tests for Dust codebases following the 80/20 principle.

Helps fix ESLint errors and warnings in the OneKey codebase. Use when running yarn lint and encountering warnings, cleaning up code before committing, or fixing spellcheck, unused variable, or other ESLint warnings.

Check code quality and formatting before committing changes

Multi-agent code review system that spawns three independent Claude sub-agents to review PR diffs. Each agent receives files in different randomized order to reduce ordering bias. One agent focuses specifically on code health and maintainability. Issues are classified as high/medium/low severity (sloppy code that hurts maintainability is MEDIUM). Results are aggregated using consensus voting - only issues identified by 2+ agents where at least one rated it medium or higher severity are report...

Suggest refactoring improvements for code quality

Multi-dimensional code review with structured reports. Analyzes correctness, readability, performance, security, testing, and architecture. Triggers on "review code", "code review", "审查代码", "代码审查".

Semgrep is a fast static analysis tool for finding bugs and enforcing code standards. Use when scanning code for security issues or integrating into CI/CD pipelines.

This skill should be used when the user wants to visualize data. It intelligently selects the most suitable chart type from 25 available options, extracts parameters based on detailed specifications, and generates a chart image using a Python script.

Help analyze datasets and results

Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted plots, for exploratory analysis and publication figures.

PostGIS-focused SQL tips, tricks and gotchas. Use when in need of dealing with geospatial data in Postgres.

For writing and executing SQL queries - from simple single-table queries to complex multi-table JOINs and aggregations

Analyze failed GitHub Action jobs for a pull request.

管理蓝盾流水线的构建操作，包括查询构建历史、获取启动参数、查看构建状态、启动构建。当用户提及流水线、构建、部署、CI/CD、蓝盾或需要触发构建任务时使用。

Retrieve Azure DevOps build information for GitHub Pull Requests, including build IDs, stage status, and failed jobs.

Guide users through browser automation setup using Chrome DevTools MCP as the primary path and the OpenCode browser extension as a fallback. Use when the user asks to set up browser automation, Chrome DevTools MCP, browser MCP, browser extension, or runs the browser-setup command.

Guide for writing Aspire CLI end-to-end tests using Hex1b terminal automation. Use this when asked to create, modify, or debug CLI E2E tests.

Guide for writing Aspire deployment end-to-end tests. Use this when asked to create, modify, or debug deployment E2E tests that deploy to Azure.

E2E validation workflow for frontend changes in playground packages using Playwright MCP

Expert-level JavaScript testing skill focused on writing high-quality tests that find bugs, serve as documentation, and prevent regressions. Advocates for property-based testing with fast-check and protects against indeterministic code in tests. Does not cover black-box e2e testing.

Playwright E2E testing patterns. Trigger: When writing Playwright E2E tests (Page Object Model, selectors, MCP exploration workflow). For Prowler-specific UI conventions under ui/tests, also use prowler-test-ui.

Generates well-structured PR bodies with dynamically fetched e2e test tags

This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests automated QA testing. Triggers on web application testing scenarios including smoke tests, accessibility audits, e-commerce flows, and user flow validation using ScoutQA CLI. IMPORTANT: Use this skill proactively after implementing web application features to verify they work correctly - don't wai...

Generate comprehensive Vitest tests for code examples in JavaScript concept documentation pages, following project conventions and referencing source lines