Data Analysis AI Skills

Analyze Google search results (SERP) for any keyword. Use when the user says "analyze the SERP", "what ranks for", "SERP analysis", "competitive analysis for keyword", "content brief", "what's…

Use when analyzing Xiaohongshu audience demographics, understanding follower characteristics and behavior patterns, creating user personas to guide content strategy, identifying audience segments for…

Behavioral classification, performance analysis, and trading style detection for Solana wallets

Use to establish ownership, cadences, and compliance for customer journey programs.

Generates SpecFlow BDD tests for C#/.NET with Gherkin feature files and step bindings. Use when user mentions "SpecFlow", "C# BDD", ".NET Gherkin", "[Binding]", "[Given]/[When]/[Then]". Triggers on:…

Comprehensive Stata reference covering syntax, econometrics, and 20+ packages

The Pinterest growth playbook for 2026. Use when someone wants to "grow on Pinterest," "get traffic from Pinterest," "a Pinterest strategy," a pin cadence/board structure, or to turn blog/product…

Workflow for de novo assembly, scaffolding, polishing, contamination review, and assembly QC.

MATLAB and GNU Octave numerical computing for matrix operations, data analysis, visualization, and scientific computing. Use when writing MATLAB/Octave scripts for linear algebra, signal processing,…

Create, edit, analyze spreadsheets (.xlsx, .csv, .tsv). Use for Excel formulas, data analysis, visualization, formatting, pivot tables, charts, formula recalculation.

The AlterLab front door and multi-agent launcher — routes a task to the right AlterLab skill(s) when the user invokes the suite without naming one, and for a multi-stage goal (or on the keyword…

Starting point for exploring how a PostHog MCP server's tools are used — routes a broad question to the typed tool that answers it. Use when the user asks "how is my MCP doing?", "what should I look…

Create customer case studies in sales-ready format — Challenge→Solution→Results structure, before/after metrics, quote integration, two-length formats (1-page summary + full version). Use when…

Pipeline skill for computing HEDIS quality measures from claims and clinical data. Use when the user asks to calculate HEDIS measure rates, check continuous enrollment, build denominator/numerator…

PostgreSQL database patterns for query optimization, schema design, indexing, and security.

Build WPF applications with the DevExpress layout-management controls — DockLayoutManager (Visual Studio-style dockable panels and MDI), LayoutControl (compound forms with auto-aligned labels and…

Use when implementing technical SEO strategies, optimizing site speed, mobile optimization, structured data implementation, XML sitemaps, and crawlability. Includes SEO audits, performance…

Advanced data table patterns, sortable columns, inline editing, and data-dense table design.

Research and place keywords across App Store Name + Subtitle + Keywords field for max search ranking. Use when the user says 'ASO keywords', 'keyword research', 'App Store SEO', 'title and keywords'.

Molecular ML with diverse featurizers and pre-built datasets. Use for property prediction (ADMET, toxicity) with traditional ML or GNNs when you want extensive featurization options and MoleculeNet…

Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and…

Create a Geoffrey Moore-style positioning statement. Use when clarifying who you serve, what problem you solve, your category, and why you're different from alternatives.

从多Sheet Excel文件中识别指定条件的记录，并将筛选结果以整行标红格式导出为Excel文件，适用于数据清洗、条件筛选与可视化标记场景。

Create analytical charts and plots from existing data. Use for exploratory or reporting visuals such as bars, lines, scatters, and dashboards; not for publication-grade scientific figures or…

Calibrates pre-recorded `cam_*.mp4` datasets through the AutoMagicCalib REST API. Use for user-supplied local MP4s; route live RTSP streams to `amc-run-rtsp-calibration`.

Query gnomAD for population allele frequencies to assess variant rarity. Use when filtering variants by population frequency for rare disease analysis or determining if a variant is common in the…

SkillOpt-flavored offline training loop for any SKILL.md. Treats accumulated learn-rule corrections as training trajectories, proposes bounded patches via an optimizer LLM, gates each candidate…

Use when the user asks to "design a welcome flow", "set up an abandoned-cart sequence", "build a light re-engagement branch inside a lifecycle flow", or "plan a cold-outbound sequence"; produces…

Designs complete integrated research plans for bulk transcriptomics, proteomics, metabolomics, and related omics from a user-provided biomedical direction. Always use this skill whenever a user wants…

Read and manage farm data through Leaf Agriculture: fields, boundaries, machine operation files, and as-applied irrigation. Trigger phrases: leaf agriculture, farm data, field boundaries, as-applied…

Design and run a monitoring system for a website or web app. Use this skill when setting up uptime checks, defining SLOs, configuring error tracking, choosing what to alert on, designing on-call…

SQL Injection specialist (H1 #67). Use for error-based, blind boolean, blind time-based, UNION-based, and out-of-band SQLi testing. Provide target endpoints with injectable parameters.

Analyzes environmental and climate data including temperature trends, pollution monitoring, ecological modeling, carbon footprint assessment, and biodiversity metrics; trigger when users discuss…

Execute Python code in a safe sandboxed environment via [inference.sh](https://inference.sh). Pre-installed: NumPy, Pandas, Matplotlib, requests, BeautifulSoup, Selenium, Playwright, MoviePy, Pillow,…

Use this skill when the user wants to triage Windows COM proxy/hijack candidates by capturing `HKCU\Software\Classes\CLSID\{...}\InProcServer32` `NAME NOT FOUND` lookups for a process, mapping each…

Initialize and configure the TestDriver SDK client

Use to facilitate cross-functional journey mapping with data-backed insights.

Use when the user says 'create quotation', 'generate quote', 'proposal', or needs a client-facing price document.

Microsoft Dataverse / Power Platform for coding agents -- connect to an environment, then record CRUD, bulk data, queries & analytics (pandas DataFrames, Jupyter notebooks), schema & metadata,…

Analyze field progress photos. Catalog, tag, and compare against planned progress.

Guides AdelaiDet image/video/webcam demos, VisualizationDemo usage, confidence thresholds, output handling, and dataset visualization.

Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy evaluation and treatment effects

Vercel Marketplace expert guidance — discovering, installing, and managing third-party integrations via the `vercel integration` CLI. Use when building any app that needs an external capability…

CUDA profiling skill for NVIDIA GPU performance analysis. Use when profiling kernels with Nsight Systems or Nsight Compute, interpreting roofline models, diagnosing memory-bound vs compute-bound…

Break-even revenue calculation. Use when the task requires a break-even table based on fixed expenses and contribution margin ratio. Apply this method to the specified inputs and verify the…

Workflow for Hi-C and related 3D genomics analyses including compartments, loops, TADs, differential contacts, and visualization.

Process and visualize deep-sequencing coverage with the deepTools CLI — convert BAM to bigWig (bamCoverage), build log2 ratio tracks (bamCompare), run QC (multiBamSummary correlation, PCA,…

Create a live HTML governance report of unpublished or draft documents and site pages that haven't been edited for a specified number of days, sorted with the stalest items first, and save it in a…

Answer a data question by selecting and executing a declared parameterized SQL read, then interpret the actual rows with source identity and measurement limits intact. Plan against a supplied query…

Design and maintain Wasp Nestmind Deep Lake datasets. Use for ColumnDef schemas, healing, versioned writes, or hybrid indexing. Read guides/ for the decision path.

Designs courses and teaching materials using backward design (Wiggins & McTighe), constructive alignment (Biggs), and Bloom's taxonomy alignment, generating rubrics, formative and summative…