Data Analysis AI Skills

Ideogram text-to-image generation with the strongest text rendering in the catalog: generate, edit, remix, upscale, describe, balance. Trigger phrases: ideogram, text in image, thumbnail with words,…

Compare this period's reliability against the prior period using Agent Monitor data — error rate (APIError/total) and tool-failure rate (PreToolUse→PostToolUse gap) — flag any regression where…

Analyze spatial transcriptomics data to map gene expression in tissue architecture. Supports 10x Visium, MERFISH, seqFISH, Slide-seq, and imaging-based platforms. Performs spatial clustering, domain…

Data science across machine learning, statistical modeling, and experimentation. Use when selecting ML algorithms, engineering features, designing A/B tests, evaluating model performance, or building…

Defines a S4 class for storing data from single-cell experiments. This includes specialized methods to store and retrieve spike-in information, dimensionality reduction coordinates and size factors…

Точечное редактирование схемы компоновки данных 1С (СКД). Используй когда нужно модифицировать существующую СКД — добавить поля, итоги, фильтры, параметры, изменить текст запроса

Creates Jira epics for large features following Prowler's standard format. Trigger: When user asks to create an epic, large feature, or multi-task initiative.

Choose and scale the data layer: SQL versus NoSQL per access pattern, single data ownership, replication and read scaling, partition key choice, hot partition and celebrity key mitigation. Use when…

Research company and contact information for sales outreach

Use when analyzing optimal posting times on Xiaohongshu, studying audience activity patterns, determining when followers are most active, scheduling content for maximum reach, or measuring time-based…

High-performance vectorized backtesting with parameter optimization, portfolio simulation, and rich performance metrics

Use to convert raw customer feedback into compelling narratives, themes, and recommendations.

Document preprocessing, LocalDB persistence, retriever indexing, and RAG context assembly.

Learn causal inference with Python using the Brave and True handbook

为已有页面设置公开访问、组织内分享，或隐藏该页的平台导航时使用。隐藏导航不会改变访问权限。

Workflow for RNA modification analysis such as m6A peak calling, differential modification, and transcript-level visualization.

Construção e documentação de APIs REST e GraphQL: design de endpoints, versionamento, autenticação, tratamento de erros, documentação OpenAPI 3.0 e boas práticas de segurança e performance.

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with…

Comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival. Use this skill when working with censored survival data, performing time-to-event analysis,…

Open a Summer page or editor view for the person: studio.open, and engine.view_set while you work.

Simulates a full multi-reviewer journal review PANEL — 5 personas (Editor-in-Chief + 3 peer reviewers + a Devil's Advocate) debate a manuscript and produce a consensus Editorial Decision…

Help employee experience and HR teams map the end-to-end employee journey to identify moments that matter and friction points. Use when asked to map the employee journey, build a journey map for…

Investigate individual PostHog MCP sessions — the sequence of tool calls a single agent made in one run, what it was trying to do, and where it went wrong. Use when the user asks "what did this MCP…

Use for SaaS/product analytics architecture, event taxonomy, telemetry instrumentation, funnels, admin dashboards, billing metrics, activation, retention, attribution, privacy guardrails,…

Help users improve retention and engagement metrics. Use when someone is dealing with churn, optimizing activation flows, building habit-forming products, or trying to increase user engagement and…

Use this for a local, data-backed dashboard, metrics page, KPI tracker, scorecard, data visualization or recurring report that opens in the bundled live editor: a page or scroll story of charts,…

Use when leading teams, making strategic decisions, managing stakeholder alignment, crisis management, and orchestrating complex projects. Includes decision-making frameworks, leadership styles, team…

Dashboard design, widget layouts, KPI displays, dashboard personalization, and information density.

Query documented public database APIs with explicit endpoints, filters, pagination, and provenance. Use when a scientific, regulatory, financial, or other database-backed fact must be retrieved…

Track and analyze portfolio company performance against plan. Ingests monthly/quarterly financial packages (Excel, PDF), extracts KPIs, flags variances to budget, and produces summary dashboards. Use…

Diagnoses Google Ads account performance issues such as conversion loss (value or volume), low lead flow/volume, and lost impression share (opportunities) due to ad rank, bids, or budgets. Use when…

用于分析包含多个Sheet的Excel文件，动态判断数据量级以决定是否转换为Parquet进行大文件处理，并支持跨Sheet的特定字段统计、数据清洗、交叉分析与可视化，最终生成带下载链接的汇总报告。

Analytics your AI agent can actually use. Track, analyze, run A/B experiments, and optimize across all your projects via CLI. Includes a growth playbook so your agent knows HOW to grow, not just what…

Visualize ChIP-seq data using deepTools, Gviz, and ChIPseeker. Create heatmaps, profile plots, and genome browser tracks. Visualize signal around peaks, TSS, or custom regions. Use when visualizing…

Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services. Applies…

When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate…

Designs primary aims, secondary aims, and testable hypotheses from broad biomedical research ideas. Use this skill when a user needs to convert a loose study idea into a tighter protocol-framing…

Import DRAGEN-exported Illumina result bundles into ClawBio for local tertiary analysis and downstream routing.

Define and check simple service-level objectives for Claude Code from Agent Monitor data — session completion rate, tool success rate (PostToolUse/PreToolUse), and error rate (APIError/total) — then…

Economic analysis including econometrics, causal inference, time series economics, game theory, welfare analysis, and economic modeling. Use when user works with economic data, regression analysis,…

TreeSummarizedExperiment has extended SingleCellExperiment to include hierarchical information on the rows or columns of the rectangular data.

Expert knowledge for Azure Data Science Virtual Machines development including troubleshooting, decision making, architecture & design patterns, security, configuration, integrations & coding…

Анализ структуры схемы компоновки данных 1С (СКД) — наборы, поля, параметры, варианты. Используй для понимания отчёта — источник данных (запрос), доступные поля, параметры

Use when analyzing content topics on Xiaohongshu, identifying trending themes, researching audience interests, evaluating topic performance, or planning content around high-engagement topics

NGS CLI for ChIP/RNA/ATAC-seq. BAM→bigWig with RPGC/CPM/RPKM, sample correlation/PCA, heatmaps/profiles around features, fingerprints. For alignment use STAR/BWA; for peak calling use MACS2.

Scales pandas/NumPy workflows beyond memory with Dask distributed computing — parallel DataFrames, arrays, delayed task graphs, and cluster execution. Use when existing pandas/NumPy code must run on…

Event-driven microservices, message queues, and event sourcing / Arsitektur event-driven, antrean pesan, dan event sourcing.

Optimizes SQL queries, designs database schemas, and troubleshoots performance issues. Use when a user asks why their query is slow, needs help writing complex joins or aggregations, mentions database…

Compare a production site against a staging/redesign version — SEO parity, content integrity, missing pages, and launch readiness

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP…

Drafts and revises academic papers through a 12-agent pipeline with hardened LaTeX output (apa7 class, PDF compiled from LaTeX), supporting IMRaD, literature review, theoretical, case study, policy…