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API contract testing with Portman by Apideck. Use when generating Postman collections from OpenAPI specs, writing contract tests, variation tests, integration tests, fuzz testing, or setting up CI/CD API test pipelines. Portman converts OpenAPI 3.x specs into Postman collections with auto-generated test suites.

Visualize differential expression results using DESeq2/edgeR built-in functions. Covers plotMA, plotDispEsts, plotCounts, plotBCV, sample distance heatmaps, and p-value histograms. Use when visualizing differential expression results.

Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.

T-SQL, stored procedures, and MS SQL Server DBA practices. Use when writing SQL queries, designing schemas, tuning SQL Server performance, managing backups, configuring security, or using SQL Server 2025+ features.

Use esta skill sempre que o usuário quiser projetar, executar ou refinar o gerenciamento de esquema, migrações e preenchimento de dados do Cloudflare D1 para ambientes de desenvolvimento/staging/produção, especialmente em conjunto com aplicativos Hono/Workers.

When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but do

When the user wants to create, audit, or optimize sitemap.xml. Also use when the user mentions "sitemap," "sitemap.xml," "sitemap index," "lastmod," "changefreq," "priority," "URL discovery," "URL discovery for search engines," "single source of truth," "URL config," "unify sitemap IndexNow," or "reduce duplicate maintenance." For IndexNow, use indexnow.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or

视觉审查 - 在产出可视化结果（网页、文档、UI 界面等）后，自动打开/预览结果，通过截图分析视觉质量问题（布局、间距、对齐、排版、颜色、交互状态等），并自主修复发现的问题。 This skill should be used automatically after producing any visual output. Triggers: 视觉审查, 视觉检查, 界面检查, UI审查, visual review, layout check, 检查界面, 看看效果

Format git commit messages combining Conventional Commits summary lines with Linux kernel-style bodies. Use when writing, reviewing, or formatting commit messages.

Monitor and manage Proxmox cluster nodes, resources, and infrastructure health. Track node status, cluster quorum, and resource allocation across your virtualization platform.

Validate, gap-fill, and curate genome-scale metabolic models using memote for quality scores and COBRApy for manual curation. Ensure models meet SBML standards and produce biologically meaningful predictions. Use when improving draft models or preparing models for publication.