Use when you have RNA-seq count matrices (from alignment, transcript quantification, or HTSeq-count files) and need to test for differential expression between two or more…
Draw honest conclusions from samples using hypothesis tests, confidence intervals, and significance read correctly.
Evaluate Fermi-Dirac, Gauss-Fermi, and Blakemore statistical integrals for carrier density calculations in semiconductor simulations.
The thermodynamic and statistical mechanical basis of generative intelligence. Langevin dynamics, SDEs, and the physics of the forward/reverse noise processes.
Regression analysis, ANOVA, generalized linear models, Bayesian methods, and model selection. Covers the full modeling workflow from problem formulation through diagnostics --…
Use when asked to calculate statistical power, determine sample size, or plan experiments for hypothesis testing.
Use when when a statistical method offers a parameter to trade computational cost for precision (e.
Use when when you have leiden or louvain cluster assignments in single-cell data (stored in adata.obs) and need to identify cluster-specific marker genes.
Translates the key findings of a statistical report into plain, journalist-ready language — pulling out the numbers that matter, explaining what they mean, and flagging anything…
Use when when you have run the same mass spectrum through molecular formula assignment under different parameter settings (e.
Guide for annotating statistical significance (p-value asterisks) on comparison plots. Covers standard notation (ns, *, **, ***, ****), matplotlib bracket+asterisk implementation,…
Statistical Significance Calculator - Auto-activating skill for Data Analytics. Triggers on: statistical significance calculator, statistical significance calculator Part of the…
Use when you have sampled flux distributions from two or more constraint-based metabolic models representing different biological conditions (e.
Use when after standardizing link scores (strain correlation and IOKR) across all potential GCF-MF pairs in a metabologenomics dataset, perform significance testing to determine…
Use when when you have a table of execution times or performance metrics indexed by two or more categorical dimensions (e.g., plot_type × backend, or sample × condition), and you…
Use when when you have run differential methylation analysis in methylKit and need to validate whether overdispersion correction (overdispersion='MN') produces appropriately…
Statistical hypothesis testing frameworks for data analysis. Reference when choosing between parametric and non-parametric tests, designing hypothesis tests, computing power and…
Use when a task needs the judgment of a Statistician — designing a sampling or experimental protocol, determining sample size or power, choosing and defending a hypothesis-testing…
Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.
10 statistical analysis skills. Trigger: statistical tests, Bayesian analysis, hypothesis testing, sampling.
Rewrites a complex statistic — including percentage changes, relative risk, confidence intervals, medians, and index numbers — in plain language that a general audience can…
Analyzes statistics used in a draft article and flags any that are misrepresented, lack context, use misleading framing, or require additional sourcing before publication.
Statistics, probability, linear algebra, and mathematical foundations for data science
Compiles a structured set of credible, ready-to-cite statistics on a specific topic, sourced from recognised institutions, government databases, and peer-reviewed research.
Verify statistics from raw data with methodology checking, significance testing, claim validation, and bias detection.
生信统计与可视化 skill。用于实验统计设计、PCA/UMAP、volcano、MA、heatmap、survival、regression、multiple testing、batch correction、SHAP、publication-ready figures 和 QC 图表规划。
Recommends the appropriate statistical test given a data description and research question, including assumption checks, alternatives if violated, sample-size guidance, and…
Track and analyze Claude Code usage statistics for CircleTel development. Use to monitor productivity, track model usage, view usage streaks, and optimize development workflow…
Receive and verify Statsig Event Webhook (Generic Webhook) requests. Use when setting up a Statsig webhook handler, debugging Statsig signature verification, or processing…
Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference.
Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.
Python statistical modeling: regression (OLS, WLS, GLM), discrete (Logit, Poisson, NegBin), time series (ARIMA, SARIMAX, VAR), with rigorous inference, diagnostics, and hypothesis…
Sonn- Feiertag- und Nachtarbeitszuschlaege § 3b EStG. Anwendungsfall Lohnabrechnung mit Schichtzuschlaegen Gastronomie Pflege Sicherheitsdienst LSt-Freiheit SV-Freiheit i — from…
Activate methodical coding stance. Research-backed emotional mode from claude-temper.
Stellar structure and life cycles from birth to endpoint. Covers the Hertzsprung-Russell diagram, hydrostatic equilibrium, main-sequence physics and the mass-luminosity relation,…
Use when you have LC-IM-MS/MS experimental data (raw mzML or vendor format) containing signals from N-Me derived unsaturated sterol lipids and need to assign double-bond positions…
Maintain a per-repo folder of sticky note files for capturing deferred work, research results, decisions, and any information the developer asks you to remember for later.
Conversational design ideation agent that researches trends, explores visual directions, and refines ideas through adaptive questioning — then produces a rich PRD document and…
Use when judging whether computation belongs in a STOC (ACM Symposium on Theory of Computing) paper at all — STOC accepts on theorems, with no empirical-evaluation expectation —…
Use when training a deeply regularized deep neural network on a large molecular feature dataset (e.
Analyze stocks and companies with fundamental analysis, technical indicators, and risk assessment. Primary output is a professional PDF research report.
Review a US-listed company's balance sheet health for an equity-research workup. Covers net-debt/EBITDA leverage, current ratio, cash runway, goodwill concentration and impairment…
Review a US-listed company's earnings quality, cash-flow integrity, and operating leverage for an equity-research workup.
Comprehensive evaluation of potential stock investments combining valuation analysis, fundamental research, technical assessment, and clear buy/hold/sell recommendations — from…
Comprehensive evaluation of potential stock investments combining valuation analysis, fundamental research, technical assessment, and clear buy/hold/sell recommendations — from…
Produces a structured brief for a researcher or footage coordinator to use when sourcing stock or archive footage from libraries, broadcasters, or specialist archives.
Review a US-listed company's management quality and capital-allocation track record for an equity-research workup.
A 股个股深度研究报告生成。当用户需要对某只股票生成完整的研究报告 (Markdown 格式, 涵盖技术/基本面/资金/估值/股东/情绪全维度) 时,Claude 应使用此 Skill。可整合所有 Layer 1-4 数据。
投資アシスタント。「おはよう」「朝」「今日」「現状」「PF」「保有」「現金」など session-start / portfolio…
Generate comprehensive company valuation reports as polished HTML/PDF. Use when user asks for stock valuation, company analysis, investment thesis, or deep-dive on a ticker.
Conduct source-grounded STORM research with perspective-guided retrieval, standard four-file artifacts, citation verification, adaptation of a user-provided local runner, and a…
Compact context at logical phase boundaries — after research, after planning, after debugging — rather than mid-task. Preserves useful state while clearing noise.
Multi-phase strategic decision framework for CEO founders. Orchestrates research, feasibility, planning, and implementation for any business initiative — product launches, market…
Review a project's strategic position before going public, launching, or raising — vision, mission, value proposition, scope positioning, the defensible wedge, and a live…
Test entire content strategies — not individual elements like A/B tests, but holistic approaches. "TOFU-heavy vs BOFU-heavy for 2 weeks" or "daily posting vs 3x/week." The…
Use PaperJury when a Claude Code workflow should review a LaTeX research paper, classify reviewer-style objections, revise bounded issues, and verify the result before submission.
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for system — from…