Analytics
Data analysis and visualization
posthog-analytics
by petekp
Product analytics expert using PostHog MCP. Triggers on requests to understand user behavior, surface insights, create dashboards, analyze funnels, track metrics, set up experiments, or answer questions about product performance. Use when working with PostHog data, discussing analytics strategy, investigating user journeys, retention, conversion, feature adoption, or when asked to help understand what's happening in the product.
geospatial-visualization
by uw-ssec
Master geographic and mapping visualizations with GeoViews. Use this skill when creating interactive maps, visualizing point/polygon/line geographic data, building choropleth maps, performing spatial analysis (joins, buffers, proximity), working with coordinate reference systems, or integrating tile providers and basemaps.
panel-dashboards
by uw-ssec
Master interactive dashboard and application development with Panel and Param. Use this skill when building custom web applications with Python, creating reactive component-based UIs, handling file uploads and real-time data streaming, implementing multi-page applications, or developing enterprise dashboards with templates and theming.
data-visualization
by uw-ssec
Master advanced declarative visualization with HoloViews. Use this skill when creating complex multi-dimensional visualizations, composing overlays and layouts, implementing interactive streams and selection, building network or hierarchical visualizations, or exploring data with dynamic maps and faceted displays.
assembling-components
by ancoleman
Assembles component outputs from AI Design Components skills into unified, production-ready component systems with validated token integration, proper import chains, and framework-specific scaffolding. Use as the capstone skill after running theming, layout, dashboard, data-viz, or feedback skills to wire components into working React/Next.js, Python, or Rust projects.
creating-dashboards
by ancoleman
Creates comprehensive dashboard and analytics interfaces that combine data visualization, KPI cards, real-time updates, and interactive layouts. Use this skill when building business intelligence dashboards, monitoring systems, executive reports, or any interface that requires multiple coordinated data displays with filters, metrics, and visualizations working together.
security-review
by joaquimscosta
Security-focused code review identifying high-confidence exploitable vulnerabilities with two-axis severity/confidence scoring, OWASP 2025 alignment, and false positive filtering. Use when user runs /security-review, /review:security-review, requests a "security review", "security audit", "vulnerability scan", or mentions "find vulnerabilities", "check for exploits".
skill-visualizer
by mhylle
Generate interactive HTML visualizations of the skills collection, codebase structure, or dependency graphs. Uses D3.js for interactive visualization with collapsible nodes, color-coded categories, and hover details. Triggers on "visualize skills", "generate skill map", "codebase visualization", or "show skill dependencies".
code-review
by joaquimscosta
Conduct comprehensive code reviews using the Pragmatic Quality framework with confidence-based filtering, hierarchical analysis (architecture, security, maintainability, testing, performance), and PR-level risk assessment. Use when user runs /code-review, /review:code-review, requests a "code review", "review my changes", "PR review", or mentions "review diff", "review branch".
e2e-testing
by mhylle
Comprehensive E2E testing skill using Playwright MCP for systematic web application testing. This skill should be used when users need to test web-based systems end-to-end, set up test regimes, run exploratory tests, or analyze test history. Triggers on requests like "test my webapp", "set up E2E tests", "run the tests", "what's been flaky", or when validating web application functionality. The skill observes and reports only - it never fixes issues. Supports three modes - setup (create test regime), run (execute tests), and report (analyze results).
roadmap
by joaquimscosta
Synthesize project documentation and codebase into comprehensive roadmap status, gaps analysis, and blockers. Use when assessing project health, identifying blockers, tracking progress, comparing plan vs reality, documenting risks, or planning next milestones. Triggers: "roadmap", "project status", "blockers", "risks", "progress", "next milestone", "gaps", "what's done".
home-assistant-dashboards-cards
by bradsjm
Home Assistant Lovelace dashboards and cards. Use when the user asks about dashboard structure, views/sections, card types, resources, or HACS cards, and when mapping those needs to ha-mcp dashboard tools.
seuratsubclustering
by pwwang
Performs fine-grained re-clustering on specific subsets of cells (e.g., individual clusters, cell types, or custom subsets). Unlike Seurat::FindSubCluster which only finds subclusters within a single cluster, this process performs the complete clustering workflow (PCA, UMAP, FindNeighbors, FindClusters) on any subset of cells defined by metadata filters or cell barcode lists.
csv-wrangler
by majesticlabs-dev
Handle messy CSVs with encoding detection, delimiter inference, and malformed row recovery.
ppt-svg-generator
by vigorX777
将 Markdown 文稿转化为可导入 PPT 的 SVG 页面。支持内容拆解、风格设计（5种预设+自定义+AI智能推荐）和批量生成。生成的 SVG 兼容 PPT「转换为形状」功能，可二次编辑。适用于演示文稿、方案汇报、知识分享等场景。
financial-analysis-18steps
by liusaipu
财报透视分析法 v3.1 - 专业企业财务诊断系统（详细完整版） 系统化评估企业财务健康状况，包含完整的指标计算方法、判断标准、计算过程、详细分析结论。 财报透视分析框架： 1. 审计意见及审计事务所查询 2. 资产规模分析 3.1 资产负债率分析 3.2 有息负债与准货币资金匹配分析 4. 应付预收与应收预付分析（两头吃能力） 5. 应收账款与合同资产分析（产品竞争力） 6. 固定资产分析（轻/重资产判断） 7. 投资类资产与主业专注度分析 8. 潜在业绩爆雷风险分析（存货、商誉、MScore） 9. 营业收入与成长性分析 10. 毛利率与产品竞争力分析 11. 营运能力分析（存货周转率、总资产周转率） 12. 成本管控能力分析 13. 研发费用率与销售费用率分析 14. 主营利润与主业盈利能力、利润质量分析 15. 净利润与现金流分析（净利润含金量） 16. 净利润与净资产收益率分析 17. 购建长期资产现金支出分析 18. 分配股利、利润或偿付利息支付的现金分析 报告输出结构： 1. 财报透视详细分析（每步包含：检查目的/计算公式/判断标准/数据表格/详细分析结论） 2. 财报透视达标测评汇总表 3. 百分制打分 4. 结论与建议 数据来源：用户提供财务报表（资产负债表、利润表、现金流量表） 报告输出：自动保存至 workspace/report 目录 触发条件：用户要求财报透视分析、财务诊断、企业财务评估、财务健康检查等。
plotting-fundamentals
by uw-ssec
Master quick plotting and interactive visualization with hvPlot. Use this skill when creating basic plots (line, scatter, bar, histogram, box), visualizing pandas DataFrames with minimal code, adding interactivity and hover tools, composing multiple plots in layouts, or generating publication-quality visualizations rapidly.
advanced-rendering
by uw-ssec
Master high-performance rendering for large datasets with Datashader. Use this skill when working with datasets exceeding 100M+ points, optimizing visualization performance, or implementing efficient rendering strategies with rasterization and colormapping techniques.
lumen-dashboards
by uw-ssec
Master declarative, no-code data dashboards with Lumen YAML specifications. Use this skill when building standard data exploration dashboards, connecting multiple data sources (files, databases, APIs), creating interactive filters and cross-filtering, designing responsive layouts with indicators and charts, or enabling rapid dashboard prototyping without writing code.
shopify-admin-api
by Yuyz0112
The REST Admin API lets you build apps and other integrations for the Shopify admin.. Use when working with the Shopify Admin API or when the user needs to interact with this API.
wix-cli-dashboard-modal
by wix
Use when adding popup forms, confirmations, or detail views to Wix dashboards; creating reusable dialog components across dashboard pages; showing context-specific information in overlays; opening modals from dashboard pages; or passing data between dashboard pages and modals. Do NOT use for static content (use dashboard pages instead) or site-facing UI (use site widgets/embedded scripts).
A/B Test Analysis
by aj-geddes
Design and analyze A/B tests, calculate statistical significance, and determine sample sizes for conversion optimization and experiment validation
Observable Plot Skill
by maragudk
GitHub Repository
gobi-onboarding
by jykim
고비 데스크탑 3.0 대화형 음성 온보딩 가이드