Anthropic Skills

Create comprehensive Fishbone (Ishikawa/Cause-and-Effect) diagrams for structured root cause brainstorming. Guides teams through problem definition, category selection (6Ms, 8Ps, 4Ss, or custom), cause identification, sub-cause drilling, prioritization via multi-voting, and 5 Whys integration. Generates visual SVG diagrams and professional HTML reports. Use when brainstorming potential causes, conducting root cause analysis, facilitating quality improvement sessions, analyzing defects or failure

Conduct Pareto Analysis (80/20 Rule) to identify the vital few causes driving the majority of problems. Guides data collection, category definition, chart creation, cumulative percentage calculation, and prioritization. Generates professional Pareto charts (SVG) and HTML reports with quality scoring. Use when prioritizing defects, complaints, failures, or improvement opportunities; when user mentions "Pareto", "80/20 rule", "vital few", "trivial many", "prioritization", or needs to identify whic

Create sequence views showing temporal flows and user interactions. Uses plain arrows with descriptive labels (no relationship kinds).

R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences, instrumental variables, spatial econometrics, or regression analysis. Covers data.table, fixest, sf, modelsummary, and publication-ready outputs.

Detects dangerous DDL (Drop/Truncate) and data type anti-patterns.

Julia-based econometric and structural estimation for computationally intensive tasks. Use for structural models, maximum likelihood, GMM, numerical optimization, simulations, and high-performance computing. Covers DataFrames.jl, FixedEffectModels.jl, Optim.jl, and performance optimization.

A comprehensive skill to test, analyze, and fix the PropertyIQ graphs page.

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Perform survival analysis on TCGA cancer data using cBioPortal API and lifelines. Use when user wants to analyze gene expression and survival outcomes, create Kaplan-Meier curves, run Cox proportional hazards models, or study specific genes (like TP53, KRAS, EGFR) in cancer cohorts (LUAD, LUSC, BRCA, etc.). Triggers on keywords like "TCGA", "survival analysis", "Kaplan-Meier", "hazard ratio", or cancer type abbreviations.

Analyses brainstorming notes or transcripts to identify product gaps and propose new features.

Access advanced SpreadJS functionality not covered by the standard API. Use when you need low-level spreadsheet operations like sparklines, slicers, cell buttons, advanced conditional formatting, outline groups, or any SpreadJS-specific features.

Summarizes weekly trends for 'AI Agent Tools', providing a Top 10 table with names, official links, core capabilities, and application scenarios, along with reusable research steps.

Run commerce analytics, metrics, and forecasts. Use when running `stateset-analytics` or requesting sales, customer, inventory, or demand insights.

Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.

This skill should be used when the user asks to "process data in Nushell", "use polars", "work with dataframes", "use lazyframes", "analyze CSV data", "transform large datasets", "aggregate data", "join tables", "pivot data", "melt dataframes", or mentions polars, dataframes, lazyframes, or high-performance data manipulation in Nushell.

Finds Super Bowl score records on the NFL website for a given year.

NetSuite data analysis for professional services organizations. Use when analyzing project profitability, resource utilization, billable hours, project margins, cost overruns, capacity planning, or resource allocation in NetSuite. Leverages NetSuite MCP tools for querying and analysis.

Generate charts and graphs from data for reports. Use when user wants to visualize data, create charts, graphs, plots, or diagrams from CSV, JSON, or query results.

Specialized skill for generating Mermaid diagrams with light/dark mode compatible colors. Use when creating architectural diagrams, flowcharts, ER diagrams, or sequence diagrams.

ClickHouse database patterns for high-performance analytics.

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Test at extremes (1000x bigger/smaller, instant/year-long) to expose fundamental truths hidden at normal scales

Create interactive metocean visualizations including time series plots, wave roses, scatter plots, geographic maps, and dashboards. Use for data exploration, reporting, and operational monitoring.

Statistical analysis of metocean data including extreme value analysis, return periods, joint probability distributions, and directional statistics. Use for design criteria, fatigue analysis, and operational limits.

Analyze preprocessed data for investigative journalism with full transparency. Use when a journalist has clean, preprocessed data ready for analysis and needs to identify patterns, anomalies, relationships, or statistical findings that support a story. Triggers include requests to analyze data, find patterns, identify outliers, cross-reference records, calculate statistics, or answer specific investigative questions. Complements the structured-data-preprocessing skill. Emphasizes simple, legible

Translates Splunk SPL queries to Axiom APL. Provides command mappings, function equivalents, and syntax transformations. Use when migrating from Splunk, converting SPL queries, or learning APL equivalents of SPL patterns.

This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests organizational design and headcount planning for a startup.

This skill should be used when the user asks to "create financial projections", "build a financial model", "forecast revenue", "calculate burn rate", "estimate runway", "model cash flow", or requests 3-5 year financial planning for a startup.

This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking and optimizing business performance metrics.

Create charts and data visualizations for blog posts. Use when the user asks to add a chart, create a graph, visualize data, or add a FilterableChart component. This includes bar charts, line charts, area charts, composed charts (bar+line), time series visualizations, and multi-series comparisons.

Expert assistant for monitoring and optimizing performance in the KR92 Bible Voice project. Use when analyzing query performance, optimizing database indexes, reviewing React Query caching, monitoring AI call costs, or identifying N+1 queries. Helps diagnose slow operations across database, frontend, and AI systems.

코드 탐색, 코드 분석, 탐색, 코드 구조, 심볼 분석 - Use when exploring or analyzing code. Systematic code exploration workflow using Serena MCP tools for symbol navigation and reference tracking.

Extract insights and intelligence from meeting discussions. Identifies key decisions, action items, and patterns from meeting content.

For result reporting: tabular output, aligned columns, statistics summaries, human-readable reports.

For counting and frequency: histograms, most common elements, vote tallying, neighbor counting, word frequencies, distribution analysis.

For grouping and auto-initialization: adjacency lists, grouping by key, multi-maps, nested structures without KeyError handling.

This skill should be used when the user asks "how to create a line chart", "Chart.js bar chart", "pie chart Chart.js", "doughnut chart", "radar chart", "polar area chart", "bubble chart", "scatter chart", "mixed chart", "combo chart", "area chart", "stacked chart", "horizontal bar chart", "Chart.js chart types", "dataset properties", "chart data structure", or needs help implementing specific Chart.js v4.5.1 chart types.

Create D3 questions with interactive sliders and live visualization updates. Students adjust continuous values and observe dynamic feedback.

根据用户给出的excel文件内容，从中分析kpi指标的情况，并按照分工的列表，分别生成markdown格式的报告

Use this skill when users need interactive HTML reports, dashboards, charts, or visualizations for LimaCharlie data. You generate the HTML, this skill serves it on localhost.