Claude Skills by stanfish06

Use when discovering which skill applies — establishes how to find and use skills

v0 by Vercel expert guidance. Use when discussing AI code generation, generating UI components from prompts, v0 CLI usage, v0 SDK/API integration, or integrating v0 into development workflows with GitHub and Vercel deployment.

Expert-thinking profile for Vaccinologist (translational / clinical development / regulatory CMC): Vaccine development expert for platform and adjuvant selection, validated immunogenicity (HAI/PRNT/OPA), CoP and immunobridging, VE/effectiveness trial design, CBER lot release, and Brighton AEFI reporting.

Expert-thinking profile for Vacuum Science & Technology Engineer (vacuum system design / UHV-XHV commissioning / leak & outgassing diagnostics / pump-conductance specification (ISO 27894, AVS, SEMI)): Reasons from molecular flux (P = n k_B T), conductance-limited effective pumping speed, and surface outgassing through He mass- spectrometer leak detection, rate-of-rise tests, RGA fingerprinting, and Molflow+ conductance modeling while treating virtual leaks, H₂ permeation, ion-gauge contaminat...

Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on large datasets. Apply when users need to work with large CSV/HDF5/Arrow/Parquet files, perform fast statistics on massive datasets, create visualizations of big data, or build ML pipelines that do not fit in memory.

Use when Codex is already in the validation phase of a security scan or the user explicitly asks to determine whether one or more candidate security findings are valid. Do not use as the primary trigger for full PR, commit, branch, patch, or repository scans.

Annotate VCF variants with Ensembl VEP REST, ClinVar significance, gnomAD/population frequency context, and prioritized

Annotate VCF variants with Ensembl VEP, ClinVar, and gnomAD. Ranks variants by impact (HIGH/MODERATE/LOW/MODIFIER) and generates a reproducible report.

VDR Index Setup skill for Datasite deal rooms. Use this skill whenever a user wants to create, propose, design, or set up a Virtual Data Room (VDR) index or folder structure for a deal. Triggers include: "set up a data room", "create a VDR index", "build a deal room structure", "prepare the index", "set up the fileroom", "I need a data room for [deal/company]", or any request to organise or structure documents for due diligence. Also triggers when a user wants to replicate an existing deal ro...

Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). Use when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.

Vercel CLI expert guidance. Use when deploying, managing environment variables, linking projects, viewing logs, managing domains, or interacting with the Vercel platform from the command line.

Vercel Queues guidance (public beta) — durable event streaming with topics, consumer groups, retries, and delayed delivery. $0.60/1M ops. Powers Workflow DevKit. Use when building async processing, fan-out patterns, or event-driven architectures.

React and Next.js performance optimization guidelines from Vercel Engineering. Use when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

Guide for implementing smooth, native-feeling animations using React's View Transition API (`<ViewTransition>` component, `addTransitionType`, and CSS view transition pseudo-elements). Use this skill whenever the user wants to add page transitions, animate route changes, create shared element animations, animate enter/exit of components, animate list reorder, implement directional (forward/back) navigation animations, or integrate view transitions in Next.js. Also use when the user mentions v...

Expert-thinking profile for Veterinarian (clinical / companion & production animal medicine / One Health): Reasons from species-specific physiology and pharmacology (Plumb's, AMDUCA, MDR1/PRiME), WSAVA 2024/AAHA/ISCAID 2025/CAPC guidelines, IDEXX/Cornell/eClinpath diagnostics, CMPS-SF/FGS pain and RECOVER 2024 CPR, and One Health zoonosis reporting while treating cat NSAID/acetaminophen toxicity, subclinical bacteriuria...

Expert-thinking profile for Veterinary Epidemiologist (field / observational / herd- health surveillance & infectious-disease modeling): Reasons from herd-level units, Rogan–Gladen prevalence, R₀/SIR transmission models, and WOAH freedom-from-disease surveillance through outbreak line lists, SaTScan clusters, cluster field trials (REFLECT), and STROBE-Vet/AHSURED reporting while treating pseudo-replication, test- biased apparent prevalence...

Expert-thinking profile for Veterinary Microbiologist (diagnostic bacteriology- mycology-virology / reference lab & herd surveillance): Reasons from pre-analytic specimen quality, CLSI VET01 AST, MALDI-TOF/PCR/WGS, and ISCAID significance thresholds through ACVM/AAVLD/WOAH workflows, NARMS/Vet-LIRN AMR surveillance, and One Health zoonoses while treating wound-swab contaminants, PCR-without-viability, human breakpoints on veterinary isolates, DTM...

Guides AI-assisted research across three sub-flows, Vibe Coding, Vibe Figure, and Vibe Writing, with behavioural rules that keep the user in charge of academic judgment while delegating mechanical work to AI. Recommends the right tool (Cursor, Claude Code, Codex, Figma, Gemini) for the current stage. Use when the user asks 'how to use AI for research', 'Vibe Coding tips', 'AI-assisted writing workflow', 'which AI tool for this', or starts an AI-assisted work session.

Expert-thinking profile for Vibration & Dynamics Engineer (experimental modal / machinery diagnostics / rotordynamics): Reasons from FRF/coherence, MAC, and damping identification through impact/shaker EMA, spectral ODS, FFT windowing, Campbell/critical-speed rotordynamics, and ISO 20816/API 610 diagnostics while treating double-hit, mass-loading, ODS–mode conflation, oil whirl/whip, and leakage as first-class failure modes.

Predict RNA secondary structure, MFE folding, base-pair probabilities, RNA-RNA interactions via ViennaRNA Python bindings. Pipeline: sequence → MFE → partition function and pair-probability matrix → dot-bracket → duplex. Use for siRNA/sgRNA targeting, ribozyme design, RNA accessibility. Use RNAfold CLI for batch use without Python.

Refactor macOS SwiftUI views and scenes into stable structure. Use when splitting large views, tightening scene state, or narrowing AppKit escapes.

Expert-thinking profile for Virologist (wet-lab / clinical / viral genomics): Reasons from Baltimore groups, replication-cycle kinetics, and ICTV/MSL41 taxonomy; runs plaque/TCID50/PRNT, MIQE qPCR, ARTIC Illumina/Nanopore surveillance, antiviral TOA, VLP platforms, and BEI Resources while treating DI particles, subgenomic RNA, pseudovirus cytotoxicity, and IFN/MHC evasion as first-class failure...

Choose, lay out, critique, and explain data visualizations. Use when the user asks what visualization fits a dataset or goal, how a chart, dashboard, operational workspace, UML-like diagram, or software architecture diagram should be composed or interacted with, asks for visual page design, a layout mockup, generated large-screen and mobile concept images, or to be shown what a visualization could look like, when domain-native contextual surfaces or graphical backgrounds may help, when scroll...

JavaScript/TypeScript unit testing with Vitest — fast Vite-native test runner with Jest-compatible API. Use when writing or running tests in a Vite-based project (React, Vue, Svelte, vanilla TS/JS), migrating from Jest, benchmarking code, testing browser APIs with jsdom/happy-dom, or needing in-source testing. Native ES modules, TypeScript, and JSX support with zero config. Pairs with test-driven-development for the methodology.

Expert-thinking profile for Viticulturist / Enologist (field viticulture / cellar enology / sensory & wine chemistry): Reasons from source–sink canopy balance, terroir as water/nitrogen-mediated ripening, sugar–acid–phenolic trajectories, glucophilic AF and Oenococcus MLF, molecular SO₂ at pH, FOSS/OIV analytics, ISO 4120/QDA sensory, and NDVI selective harvest while treating stuck ferment (YAN/fructose), smoke glycoside release...

Quick install and deploy vLLM, start serving with a simple LLM, and test OpenAI API.

Expert-thinking profile for VLSI / Chip Design Engineer (RTL-to-GDSII / MCMM STA signoff / DFT-ATPG / physical verification (DRC/LVS) / tapeout): Reasons from PPA tradeoffs, timing slack, on-chip variation, and foundry rule decks through MCMM STA with OCV/POCV in PrimeTime/Tempus, UPF power intent, SpyGlass/JasperGold CDC, and Calibre DRC/LVS while treating clock-domain crossings, post-CTS hold violations, IR drop, and TT-only signoff as first-class failure...

Headless molecular visualization and trajectory analysis with VMD, MDAnalysis, and GROMACS. Use this skill when Claude needs to: (1) Render proteins/molecules (cartoon, licorice, VDW, surface) headlessly via vmd-python or VMD text mode, (2) Analyze MD trajectories (RMSD, RMSF, radius of gyration, hydrogen bonds, SASA, secondary structure, contacts), (3) Work with PDB/GRO/PSF/XTC/DCD/TRR structure and trajectory formats, (4) Drive GROMACS command-line analysis tools and parse XVG output.

Expert-thinking profile for Volcanologist (field / observational / computational volcanology & hazard assessment): Reasons from mush reservoirs, volatile exsolution, and conduit fragmentation through WOVOdat/GVP unrest synthesis, MultiGAS–DOAS CO₂/SO₂, melt-inclusion thermobarometry, GACOS/ERA5 InSAR, LP/VLP/VOISS-Net seismology, BET_EF probabilistic forecasting, and LaMEVE recurrence while treating atmospheric InSAR artefacts, MI...

Write up vulnerabilities from disclosure documents, rough notes, supplied findings, PoCs, source code, or Codex Security scan output into polished, self-contained, source-backed reports. Use for one vulnerability or a disclosure campaign; a Codex Security scan is optional.

Primary W&B skill for broad or mixed Weights & Biases work: project overviews, W&B runs and artifacts, Weave traces and evaluations, Reports, and Launch workflows. Use when the task spans multiple W&B surfaces or the user asks generally what is happening in a W&B project.

Expert-thinking profile for Water Resources Engineer (design / engineering / hydrology & floodplain): Watershed hydrology through HEC-HMS into HEC-RAS floodplain and stormwater BMP design — catchment balance, DSS coupling, FEMA products, and quantity/quality detention with defensible calibration.

Expert-thinking profile for Water Resources Scientist (hydrologic modeling / groundwater-surface coupling / water-budget allocation / remote sensing (GRACE, OpenET) / climate-water planning): Reasons from hydrologic-cycle mass and energy balance, green-versus-blue water, and nonstationarity through MODFLOW, SWAT/HEC-RAS, WEAP, Budyko closure, and multi-objective KGE/NSE calibration while treating equifinality, unaccounted return flows and stream depletion, single-drought-year safe yield, and...

Plan a huge chunk of work (more than one agent session can hold) as a shared map of decision tickets on your issue tracker, and resolve them one at a time until the way to the destination is clear.

Prepare and optimize browser-game 3D assets. Use when the user asks for GLB or glTF shipping work, including Blender cleanup and export, collision or LOD setup, compression, texture packaging, and runtime validation.

Set browser-game architecture before implementation. Use when the user needs engine choice, simulation and render boundaries, input model, asset organization, or save/debug/performance strategy.

Expert-thinking profile for Weed Scientist (field efficacy trials / herbicide resistance / dose-response (drc/GR50) / IWM / MOA stewardship (HRAC/WSSA)): Reasons from the weed seed bank, population dynamics, and herbicide mode-of-action biology through log-logistic dose-response (GR50/GR90 in R drc), replicated RCB field trials with susceptible checks, molecular resistance assays (ALS sequencing, EPSPS copy number), and HRAC/WSSA-based MOA rotation while treating drift...

Expert-thinking profile for Welding & Joining Engineer (fabrication / procedure qualification / NDT & distortion control): Reasons from heat input, t8/5, HAZ metallurgy, and restraint/shrinkage through AWS D1.1 prequalified vs qualified WPS, ASME IX/ISO 15614 PQR essential variables, RT/UT acceptance (static vs cyclic), FSW wormhole/kissing-bond windows, and neutron/XRD/hole-drilling residual stress while treating prequalification...

Generates professional clinical PDF reports in English from WES (Whole Exome Sequencing) data with clinical interpretation

Generates professional clinical PDF reports in Spanish from WES (Whole Exome Sequencing) data with clinical interpretation,

Expert-thinking profile for Wetland Scientist (field / regulatory delineation / mapping / restoration & assessment): Reasons from the three-parameter delineation test (1987 Manual + Regional Supplements, NWPL, FISM), Cowardin/NWI/LLWW mapping, HGM function and Level 1–2–3 RAM, compensatory mitigation/RIBITS, and wetland carbon–GHG flux while treating legacy hydrology, 50/20 cover errors, relict redox nodules, NWI≠jurisdiction, and...

Use for authorized wireless security assessment including Wi-Fi capture, WPA handshake analysis, rogue AP detection research, and lab-only deauth testing.

Expert-thinking profile for Wildlife Biologist (field / population monitoring / telemetry / management science): Reasons from detectability-aware abundance (Distance/mrds, MARK/RMark CJS, secr/oSCR, unmarked occupancy), Camtrap DP and Movebank/amt telemetry, ASM/MBTA/ESA permitting, and MIEM/FAIRe eDNA while treating index-effort bias, closure violation, bait aggregation, apparent-survival emigration, and collar/fix...

Expert-thinking profile for Wind Engineering Specialist (BLWT / CWE / structural wind loads / pedestrian comfort): Reasons from ABL exposure, ASCE 7-22/EN 1991-1-4 wind actions, ASCE 49 BLWT Method 3, rigid vs flexible G/Gf, MWFRS vs C&C, and DAD directionality; treats enclosure GCpi, short-fetch exposure, and aeronautical-tunnel misuse as first-class failure modes.

Customize macOS SwiftUI windows and scene behavior. Use when tuning window chrome, drag regions, placement, restoration, launch behavior, or borderless windows.

Use for authorized Active Directory and Windows identity attacks including Kerberos, AD CS, BloodHound paths, NTLM relay, and domain privilege escalation research.

Build and review Wix CLI app extensions — dashboard pages, modals, plugins, menu plugins, custom element widgets, Editor React components, site plugins, embedded scripts, backend APIs, backend events, service plugins, data collections, and App Market readiness. Use when building ANY feature or extension for a Wix CLI app or preparing a Wix app for App Market review. Triggers on: add, build, create, implement, help me, dashboard, widget, plugin, backend, API, event, collection, embedded script...

Wix Design System component reference. Use when building UI with @wix/design-system, choosing components, checking props and examples, or writing tests with component testkits. Triggers on "what component", "how do I make", "WDS", "show me props", "testkit", "driver", or component names like Button, Card, Modal, Box, Text.

Build a complete Wix Managed Headless site from a single prompt, OR connect an existing project (HTML/JSX/Vite app, Claude Design output, etc.) to Wix Headless for hosting + Business Solutions. Entry point for both: (1) new-site requests — runs discovery, design, feature wiring, and preview; and (2) existing-project requests — runs `npm create @wix/new@latest init`, analyzes the project for needed Business Solutions, installs apps, **wires the Wix SDK into the existing source files so each in...

Wix business solution management recipes — REST API operations for configuring and managing Wix business solutions. Routes to: stores, bookings, get-paid, CMS, contacts, forms, media, app-installation, pricing-plans, restaurants, rich-content, sites, blog, calendar, domains, site-properties, ecommerce.