Convert Stitch designs into uni-app + Vue 2 + uView 2.0 pages and components. Use when the user mentions uView, uView 2, or uni-app Vue 2 conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to rpx/theme, enforces uni-app page structure with uView 2 u-* components (u-navbar, u-form, u-button, u-cell-group).

Convert Stitch designs into uni-app + Vue 3 + uView Pro pages and components. Use when the user mentions uView Pro, uviewpro, or uni-app Vue 3 conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to rpx/theme, enforces u-* component contracts (u-tabs, u-form, u-picker, u-card) with script setup.

Convert Stitch designs into modular Vite + Vue 3 + BootstrapVue/BootstrapVueNext components. Use when the user mentions Bootstrap or BootstrapVue conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to Bootstrap utilities, enforces Vue SFC structure with Bootstrap components (b-container, b-row, b-col, b-button, b-card).

Convert Stitch designs into modular Vite + Vue 3 + Element Plus components. Use when the user mentions Element Plus, element-ui, or Vue Desktop conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to Element Plus tokens, enforces Vue SFC structure with el-* components (el-button, el-form, el-table, el-card, el-menu).

Convert Stitch designs into modular Vite + Vue 3 + Layui-Vue components. Use when the user mentions Layui conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to Layui tokens (2px/4px radius), enforces Vue SFC structure with Layui-Vue components (layui-btn, layui-input, lay-card, lay-page-header).

Convert Stitch designs into modular Vite + Vue 3 + Vant 4 mobile components. Use when the user mentions Vant or Vue Mobile conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to Vant tokens (mobile-first 375px, safe area), enforces Vue SFC structure with Vant 4 components (van-button, van-field, van-nav-bar, van-tabbar).

Guides Svelte and SvelteKit development including reactive components, stores, transitions, lifecycle hooks, SSR, file-based routing, and deployment. Use when the user needs to build Svelte components, create SvelteKit applications, implement reactivity patterns, or configure Svelte with Vite.

Open external URLs and files in the default system application using the Tauri v2 opener plugin with protocol allowlisting. Use when opening links in the browser, launching files in their default app, or restricting which protocols and paths can be opened.

Harden a Tauri v2 app with baseline security controls including CSP, HTTP headers, runtime authority, and capability matrices. Use when performing security audits, configuring CSP/headers per window, or building a minimum-privilege capability matrix for production.

three.js geometry authoring: BufferGeometry, typed BufferAttribute and interleaved layouts, InstancedBufferGeometry, primitive Geometries (box/sphere/torus/etc.), ExtrudeGeometry and Shape/Path/Curve from Extras, WireframeGeometry, and addon geometries such as TextGeometry, DecalGeometry, RoundedBoxGeometry. Use when building custom buffer geometries, extruding shapes, or using primitive geometry constructors; for animation morph targets see threejs-animation; for merging buffers see BufferGeometryUtils addon.

Addon screen-space post-processing for three.js using EffectComposer, Pass base class, RenderPass, and stock passes such as UnrealBloomPass, SSAOPass, SSRPass, BokehPass, OutlinePass, FXAAPass/SMAAPass, TAARenderPass, and ShaderPass; references the Shaders addon group for underlying shader modules. Use when building composer chains for bloom, SSAO, or other screen-space effects; not for basic renderer tone mapping alone (threejs-renderers).

WebXR integration for three.js: WebXRManager and XRManager on the renderer, session initialization patterns, VRButton and ARButton helpers, XRControllerModelFactory and hand model families, XREstimatedLight, XRPlanes, and related addon Webxr utilities. Use for immersive sessions and controller/hand tracking—not for standard desktop camera projection (threejs-camera) or composer post effects (threejs-postprocessing).

Packages uni-app projects as native Android APK/AAB and iOS IPA via offline packaging, covering manifest configuration, signing certificates, native plugin integration, and build distribution. Use when the user needs to package a uni-app as a native app, configure Android keystore or iOS provisioning, or set up offline build for distribution.

Develops native Android and iOS plugins for uni-app including module creation, JavaScript-to-native communication, and plugin packaging for distribution. Use when the user needs to build custom native modules, extend uni-app with native capabilities (camera, Bluetooth, sensors), or create publishable native plugins.

Provides per-component and per-API examples with cross-platform compatibility details for uni-app, covering built-in components, uni-ui components, and APIs (network, storage, device, UI, navigation, media). Use when the user needs official uni-app components or APIs, wants per-component examples with doc links, or needs platform compatibility checks.

Builds Vue 3 mobile UIs in uni-app using the uView Pro component library (100+ components). Covers Button, Form, List, Modal, Tabs, NavBar, plus built-in HTTP, storage, router, and validator utilities. Use when the user needs to create uni-app interfaces with uView Pro, configure themes, or use uView Pro utility tools.

Builds Vue 2 mobile UIs in uni-app using the uView UI component library with Button, Input, Form, Table, Modal, Tabs, and built-in $u tools (toast, http, storage, route). Use when the user needs to create uni-app interfaces with uView UI for Vue 2, customize themes via SCSS variables, or use $u utility methods.

Provides comprehensive guidance for Pinia state management including stores, state, getters, actions, plugins, and TypeScript support. Use when the user asks about Pinia, needs to manage application state, create stores, implement state persistence, or migrate from Vuex.

Provides comprehensive guidance for Vue Router v4 including route configuration, navigation, nested routes, route guards, and Vue 3 integration. Use when the user asks about Vue Router v4, needs to set up routing for Vue 3 applications, implement navigation guards, or work with Vue Router v4 features.

Provides comprehensive guidance for Vuex 2.x state management in Vue 2 applications including state, mutations, actions, getters, modules, and plugins. Use when the user asks about Vuex for Vue 2, needs to manage state in Vue 2 applications, or implement Vuex patterns.

Provides comprehensive guidance for Bootstrap Vue 3 component library including Bootstrap components, grid system, utilities, and Vue 3 integration. Use when the user asks about Bootstrap Vue 3, needs to use Bootstrap components in Vue 3, or implement responsive layouts.

Provides structured guidance for Vant of Vue 3.0. Use when the user needs Vant with Vue 3, asks about mobile UI components such as Button, Cell, Form, Dialog, Toast, Popup, ConfigProvider, theme customization, project setup, or wants to implement mobile-first interfaces with vant or van- components.

Build AI chat interfaces using ai-elements components — conversations, messages, tool displays, prompt inputs, and more. Use when the user wants to build a chatbot, AI assistant UI, or any AI-powered chat interface.

Precision editing tool that reduces abstract word count through intelligent compression techniques, maintaining scientific rigor while meeting strict journal and conference requirements.

1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2. Validate that the request matches the documented scope and stop early if the task would require unsupported as.

1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2. Validate that the request matches the documented scope and stop early if the task would require unsupported as.

1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2. Validate that the request matches the documented scope and stop early if the task would require unsupported as.

Converts LabArchives notebook data, entry metadata, and authorized ELN exports into manuscript-ready academic writing outputs such as Methods sections, data-availability statements, reproducibility appendices, experiment timelines, and submission support notes. Optional bundled scripts can be used to collect or validate source notebook data before writing.

Write and revise the Methods section of research papers to ensure reproducibility; use when preparing an IMRAD manuscript or responding to journal/reporting-guideline requirements (e.g., CONSORT/STROBE/PRISMA).

Assists R&D teams with patent technical disclosure drafting and patent/novelty search analysis; use when users ask to write a patent disclosure, structure an invention description, search related patents, or assess novelty.

Constraint-based reconstruction and analysis (COBRA) for metabolic models; use when you need to simulate growth/production, analyze flux ranges, or run knockout and medium studies from SBML/JSON/YAML models.

Machine learning toolkit for genomic interval (BED) data; use it when you need to tokenize BED collections and train embeddings for regions/cells/labels, build consensus peak universes, or run similarity search and downstream ML on chromatin accessibility datasets.

Analyzes the feasibility of a proposed Meta-analysis topic by searching for existing Meta-analyses and Clinical Trials on PubMed/ClinicalTrials.gov. Use when you need to evaluate if a topic is viable for a new Meta-analysis.

Screen full-text papers against inclusion/exclusion criteria, with optional PubMed metadata check using PMID. Use when the user needs to evaluate a paper for a meta-analysis.

Access NIH Metabolomics Workbench (4,200+ studies) via REST API. Query metabolites, RefMet nomenclature, MS/NMR data, m/z search, study metadata for metabolomics and biomarker discovery.

> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

Infer gene regulatory networks (GRNs) from gene expression matrices using GRNBoost2 or GENIE3; use when analyzing bulk or single-cell RNA-seq to identify TF→target regulatory relationships.

Accesses BioGRID ORCS CRISPR screen data (organisms, screens, scores). Invoke when user needs to search CRISPR screens, get vocabulary, or retrieve gene scores.

Access ClinPGx pharmacogenomics data (successor to PharmGKB) when you need to query gene-drug interactions, CPIC guidelines, allele functions, and drug-label PGx content for precision medicine and genotype-guided dosing.

Accesses Comparative Toxicogenomics Database (CTD) for chemical, gene, disease, and pathway interaction data. Invoke when user needs to query CTD, retrieve toxicogenomics data, or investigate chemical-disease relationships.

Access Ensembl REST API for vertebrate genomic data; use when you need gene/ID lookups, sequence retrieval, variant effect prediction (VEP), or homology/assembly coordinate mapping.

Query the openFDA API to retrieve FDA regulatory datasets (drugs, devices, adverse events, recalls, submissions, UNII) when you need programmatic safety/regulatory evidence for analysis or research.

Analyze funding abstracts and project metadata to identify topic shifts and forecast near-term grant priorities.

Access the KEGG database API to retrieve biological data (genes, pathways, compounds, drugs). Invoke when the user asks to search, list, or get details from KEGG.

Direct access to KEGG via the REST API for academic-only pathway/gene/compound/drug queries; use when you need precise HTTP-level control or targeted KEGG ID mapping.

Query the Open Targets Platform to retrieve targets, diseases, or evidence records when you need target-disease association data and evidence-based scores for therapeutic discovery.

Programmatic access to the PubChem database (via PUG-REST API and PubChemPy) for searching chemical compounds, retrieving physicochemical properties, performing structure similarity/substructure searches, and obtaining bioactivity data.

Query the Reactome REST API for pathway content and enrichment analyses; use when you need curated pathway data, reaction details, or overrepresentation results for a gene list.

Access the STRING database to map identifiers, retrieve protein–protein interaction networks, and run functional/PPI enrichment when you need interaction context for a gene/protein set.

Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK.