Identify and prioritize causal variants at GWAS loci using statistical fine-mapping and locus-to-gene predictions.
Compare GWAS studies, perform meta-analyses, and assess replication across cohorts. Integrates NHGRI-EBI GWAS Catalog and Open Targets Genetics to compare study designs, effect…
Production-ready microscopy image analysis and quantitative imaging data skill for colony morphometry, cell counting, fluorescence quantification, and statistical analysis of…
Build and interpret polygenic risk scores (PRS) for complex diseases using GWAS summary statistics. Calculates genetic risk profiles, interprets PRS percentiles, and assesses…
Perform statistical modeling and regression analysis on biomedical datasets. Supports linear regression, logistic regression (binary/ordinal/multinomial), mixed-effects models,…
Design and backtest trading strategies using technical indicators, fundamental analysis, and statistical models.
Diagnose why website traffic changed. Use when the user asks "why did traffic drop/spike", investigates an anomaly, or wants to separate tracking regressions from real behaviour…
Generates structured summaries of traffic law enforcement data covering DUI metrics, violation trends, enforcement outcomes, and resource allocation.
Generate a comprehensive HTML training dashboard showing progress toward half marathon training goals.
Generate optimized clinical trial designs given a therapeutic hypothesis, target population, and development stage.
Analyze the TWDA (Tournament Winning Deck Archive) to refresh the site's slow-moving content — best-cards stats and top-archetype identification via deck clustering.
Generates complete two-sample Mendelian randomization research designs from a user-provided outcome, exposure or exposure family, and robustness direction.
Use when designing or auditing UAI experiments where inference quality is the endpoint, covering calibration and coverage measurement, posterior diagnostics, structure-recovery…
Use when deciding whether a project belongs at UAI, where uncertainty representation, probabilistic reasoning, graphical models, causal inference, or decision making under…
Reviews umbrella reviews and second-order meta-analyses. Use when synthesizing existing systematic reviews/meta-analyses, assessing primary-study overlap, duplicate evidence,…
Use when targeting Conference on Uncertainty in Artificial Intelligence (UAI) or deciding whether a computer-science manuscript fits this venue.
Use when you have a preprocessed feature table from non-targeted LC-MS/MS metabolomics data (after data merging, cleanup, blank removal, and batch correction) and need to test…
Use when after running omu_summary (t-test) or omu_anova (ANOVA) on metabolomics
Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification.
Use when when you have raw untargeted LC-MS metabolomics data and need to detect low-quality or mis-integrated peaks in an XCMS-processed xcmsSet object before performing…
Humanize AI-generated text via a closed-loop, detector-feedback rewrite (the "untell" skill). Use when the user wants to humanize text, make writing sound more human or less like…
Generates user-facing usage statistics, activity summaries, and personalized insights dashboards (weekly recaps, year-in-review, Spotify Wrapped-style).
Monitor LTX Studio product usage metrics with statistical anomaly detection. Detects data spikes (increases or decreases) in DAU, generations, and token consumption.
Central authority for managing Claude Code user configuration directories (~/.claude/ and ~/.claude.json).
Query the U.S. Treasury Fiscal Data API for federal financial data including national debt, government spending, revenue, interest rates, exchange rates, and savings bonds.
Use when starting any data analysis, statistics, econometrics, or causal-inference task in R, Julia, or Python — establishes the Causal Powers discipline and routes to the right…
Guides the methodology for investigating V8 concepts, codebase structure, performance, memory, and architecture.
Validate statistical analysis output through double programming, independent verification, and reference comparison.
Detect and prevent computational bugs in the DCF / scenario valuation engine that produce nonsensical target prices.
Show statistics and overview of the Obsidian vault — note counts, type/tag distribution, recent activity.
Create data-driven charts with Vega-Lite (declarative) and Vega (programmatic). Best for statistical visualization of numeric data — bar, line, scatter, heatmap, area, radar…
Server-side extension that completes the full analysis pipeline for continuous outcome variables after vera-stat-continuous-testing has run.
Use BEFORE asserting any fact you're not 100% certain about. Anti-hallucination protocol. Triggers latest, recent, current, какая версия, что нового в, как сейчас принято, в новой…
Automated Vietnamese stock price and index checking on FireAnt.vn. Use when checking current stock prices, market indices, trading volumes, or financial information for Vietnamese…
Generate an HTML dashboard visualizing all installed Claude Code skills, plugins, and MCP servers with usage statistics and martial arts belt levels.
Generates a chronological timeline of warranty requests, claims, and complaints for product defect litigation, regulatory proceedings, or internal investigations.
Fetch current, hourly, and daily weather forecasts and display required attribution using WeatherKit.
Research WeChat Official Account articles, analyze account profiles, track article performance, and read comments.
Profile-first performance investigation runbook — reproduce and baseline a metric, pick a profiler from the ecosystem tooling matrix (Go/Python/JVM/Node/Rust/Ruby/.NET/native),…
Create and advance real owner-scoped WorldOS Simulation saves through the WorldOS MCP, inspect bounded player-visible results, and run controlled regression scenarios.
IRB/ethics committee research protocol generator. Produces 4 core sections (Background, Study Design, Sample Size, Statistical Plan) with full prose, plus 6 skeleton sections with…
Write correct, performant Julia for research. Use whenever the user runs Julia, writes hot numeric code, or does numerical experiments, AD/gradients, optimization, symbolic…
Produces prose that reads as authentically human by avoiding statistical patterns common to LLM output.
Trains Claude to write SQL at Staff+ DBA level by targeting the non-obvious patterns Claude's defaults miss.
Download current and historical X-Road environment counts for members, member classes, subsystems, and security servers from the official statistics JSON files.
帮助数学老师把"讲概念+练题"升级为"系统化数学教学"。 当老师说"这个概念怎么讲"、"教案怎么写"、 "学员不会做题"、"数学思维怎么教"、 "概念怎么引入"、"变式训练怎么设计"时， 必须激活此SKILL。 核心工作流：概念建构（情境/变式/对比）→ 例题示范（思路/步骤/易错）→ 变式训练（一题多解/多题一...
Use when building RooFit statistical models with xRooFit, constructing workspaces with channels and samples, adding systematics or nuisance parameters, fitting models to data,…
xsv is a fast CSV command-line toolkit written in Rust by Andrew Gallant (BurntSushi). It provides indexing, slicing, analyzing, splitting, joining, searching, sampling, and…
Work with Yuque OpenAPI for reading, searching, creating, and updating users, groups, repos, docs, TOC structures, versions, and statistics.
Use when you have a sparse chromatin accessibility matrix (ATAC-seq or DNAse-seq counts per peak per sample), matched peak-annotation assignments (e.
Generate production-quality Tables, Listings, and Figures (TLGs) from ADaM datasets using R code with gtsummary, gt, and ggplot2, guided by mock TLG shells.
Guidance for implementing Adaptive Rejection Sampling (ARS) algorithms. This skill should be used when implementing rejection sampling methods, log-concave distribution samplers,…
This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and simil — from…
Implement Statistical Process Control charts to monitor production process stability. Use this skill when the user needs to detect process shifts, set control limits, or…
Analyze and troubleshoot Alibaba Cloud AnalyticDB (ADB) Spark applications—execution monitoring, failure diagnosis, performance anomaly detection, and cross-application…
This skill should be used when the user asks about "statistics", "statistical analysis", "SPSS", "R statistics", "hypothesis testing", "t-test", "ANOVA", "chi-square", "regression…
Researches statistical approaches and published examples to produce a structured analysis plan for scientific data.
Use when organizing the exposition and structure of a pure-mathematics manuscript for Annals of Mathematics — sectioning, notation, statements-before-proofs, commutative diagrams,…
Use when controlling the length of a pure-mathematics manuscript for Annals of Mathematics — math papers may be long, but every section must be necessary; this skill cuts bloat…
INVOKE THIS SKILL for Arize Prompt Hub and `ax prompts` workflows: author or import templates and save (Workflows A–B), label/promote (C), or list/get/edit/delete/duplicate (D).