Deduplikace a Master Data Management — stavba match code (MCODE) s hierarchií klíčů, klastrování duplicitních záznamů, výběr přeživšího záznamu (survivor), konsolidace golden…
Workflow for modifying DQMC C code, adding new measurements, and running tests. Use when editing source code, implementing new observables, debugging, or validating code changes.
Use when the user says "draft API docs for {endpoint}" / "human docs for our OpenAPI spec" / "document this endpoint" — reads an OpenAPI spec (openapi.yaml / swagger.json) from…
Use when asked to draft or review corporate bylaws (or bye-laws) — the internal governance rules that operate alongside and beneath the Articles of Association.
Information architecture — design navigation structure, content hierarchy, sitemap, and taxonomy for a product or feature set.
Use when drafting a software license agreement for a commercial software product — covering license grant, license type (perpetual/subscription/term), user-definition model,…
Consistent drawdown control pattern for trading systems - backtests, live trading, and training
Draw architecture, data-flow, class and dependency diagrams as SVG with drawing.sh. You write a short text file saying which boxes exist and how they relate; the `drawing` CLI…
Draw an architecture diagram of DXOS code (a package, a module graph, a subsystem) by writing plugin-illustrator's semantic diagram DSL (`.dx`), rendering it, and looking at the…
Draws images, PDF/SVG vector files and animation frames with pycairo, and supplies what cairo lacks: shaped text for Arabic, Indic and other scripts, text along curves,…
Embed editable draw.io / diagrams.net diagrams inline in Markdown using the official viewer.js library.
Draw.io 配图专家：用于生成和导出 `.drawio` 图表。在用户要求 draw.io、diagrams.net、流程图、架构图、时序图、ER 图、状态图、思维导图，或明确提到 `.drawio`、PNG、SVG、PDF 导出、技术文章配图时使用。默认输出专业技术风格，并遵循 floracat-architecture-diagram 的视觉规范。
Create and open draw.io diagrams. Use when the user wants to generate, edit, or open a diagram in draw.io (architecture/HLA diagrams, infra & Kubernetes topology, flowcharts,…
Decision guide for the third-party Draw.io export ecosystem by @rlespinasse. Covers docker-drawio-desktop-headless (base Docker), drawio-exporter (Rust backend), drawio-export…
Generate architecture diagrams with draw.io in headless/server environments (WSL2, VPS, Docker)
Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows — from…
Working with DrawnUI UI, controls, layouts (SkiaStack, SkiaRow, SkiaLayer, SkiaWrap, SkiaGrid), rendering, caching, gestures, overlays, SkiaLayout, SkiaShape, SkiaButton, Canvas,…
Batch-generate Dreamifly images/videos from prompt queues. Use when the user asks to batch-generate images, edit images with references, create text-to-video or image-to-video,…
Use when a task needs the judgment of a Dredge Operator — selecting cutterhead, hopper, or mechanical dredge type for a given sediment/depth/environmental profile, classifying…
Document patterns for crawling dribl.com fixtures website using playwright-core to extract clubs and fixtures data with Cloudflare protection.
Drive and verify an Electron or Tauri desktop app from the inside, including the main-process and Rust IPC calls a browser tool cannot see.
Use Playwright CLI to run token-efficient browser tests directly from coding agents, reducing overhead for automated UI and end-to-end testing workflows.
Drives a real browser with `agent-browser` to open, click, fill, or read a web page. Use when a page needs JavaScript or a login, when `WebFetch` fails, or to check a change in…
Driver.js (JavaScript プロダクトツアー・要素ハイライト・オンボーディングライブラリ) リファレンス。 driver(), highlight, tour steps, popover, overlay, theming、 configuration、ホットキー、コールバック、アニメーション、ステップナビゲーション。
ACTIVATE when defining database schemas, writing queries, creating migrations, or implementing repositories with Drizzle ORM.
Guidelines for developing with Drizzle ORM, a lightweight type-safe TypeScript ORM with SQL-like syntax
Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe database layers with Drizzle.
Drizzle ORM for TypeScript - type-safe SQL queries, schema definitions, migrations, and relations. Use when building database layers in Next.js or Node.js applications.
Testing patterns for Drizzle ORM covering migration testing, query builder testing, transaction testing, and database integration testing with PostgreSQL, SQLite, and MySQL.
Drizzle ORM is a lightweight TypeScript ORM that provides type-safe SQL schema declarations, relational and SQL-like query builders, and automatic migration generation.
Type-safe ORM for Cloudflare D1 databases using Drizzle. Provides patterns for schema definition, migrations, and type-safe queries.
Use to plan Drizzle over PostgreSQL/MySQL — TypeScript table definitions expressing the approved schema, drizzle-kit migration workflow, SQL-proximate query patterns (joins,…
Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and 3 — from…
Advanced CV for infrastructure inspection including forest fire detection, wildfire precondition assessment, roof inspection, hail damage analysis, thermal imaging, and 3 — from…
Generate aerial drone-perspective footage — sweeping bird's-eye views, orbit shots, and flyover sequences for landscapes, architecture, and events.
Parse local DrugBank XML for drug info, interactions, targets, and properties. Search by ID/name/CAS, extract DDIs with severity, map targets/enzymes/transporters, compute SMILES…
Use when working with the drunk-app Helm chart — configuring values.yaml, understanding parameters, generating deployment configs, or validating settings.
Use when configuring/validating the drunk-lib Deployment partial — answers questions, generates values.yaml snippets, validates a section.
Use when configuring/validating the drunk-lib Gateway partial — answers questions, generates values.yaml snippets, validates a section.
Comprehensive Drupal patterns from "Drupal at Your Fingertips" by Selwyn Polit. Covers 50+ topics including services, hooks, forms, entities, caching, testing, and more.
Drupal coding standards for quick checks and detailed file-type reviews. Covers PHPCS, PHPStan, naming conventions, code style enforcement, and comprehensive per-file-type…
DDEV local development environment patterns for Drupal, including configuration, commands, database management, debugging tools, and performance optimization.
Drupal JavaScript behaviors, libraries.yml, drupalSettings, attach_library(), and custom client-side AJAX commands using Drupal.AjaxCommands.prototype.
Drupal SDC Figma-to-code pixel-parity workflow using direct Figma MCP tools, with screenshot-gated validation and node-specific capture dimensions.
Automatically applies Drupal coding standards when developing PHP modules, JavaScript, CSS, SQL queries, Twig templates, or YAML configs.
Drupal development tooling skill for DDEV local environments and Drush command-line operations (Drupal 8-11+).
Don't Repeat Yourself (DRY) and Never Reinvent the Wheel (NRtW) - core b00t principles. Use existing libraries, leverage Rust via PyO3 instead of duplicating logic in Python, and…
Use when user asks to "remove duplicates", "DRY up code", "extract common logic", "consolidate repeated code", or when /dry scan finds duplicates.
Guides systematic code refactoring following the DRY (Don't Repeat Yourself) principle. Use when user asks to eliminate code duplication, refactor repetitive code, apply DRY…
Backend architecture — API design, database schema, authentication. Use when designing or reviewing a backend, REST/GraphQL APIs, data models, or auth flows.
Deployment and infrastructure — containerization, deployment, monitoring, incident response. Use when deploying an app, setting up containers/monitoring, or planning incident…
DevOps audit — CI/CD pipelines, code signing, dependency management, deployment config for any stack. Use when auditing or setting up CI/CD and release infrastructure.
Detecta dependencias probables para proyectos de data science a partir de una consigna y crea un entorno Python reproducible.
Mobile app quality audit — 145+ rules across 13 domains with release-readiness scoring (Flutter, SwiftUI, Kotlin/Compose, React Native).
Code improvement — tactical fixes plus strategic architecture alignment. Use when reviewing code for bugs, quality, or architectural fit.
Multi-agent data science framework using DS-STAR (Data Science - Structured Thought and Action) architecture.
Run application-wide, read-only DSA and organizing-model audit to identify state complexity, data structure, and control flow simplifications.
Graph representations, BFS, DFS, topological sort, shortest path algorithms, and dependency analysis.
Work out which DSA layer you are (intermediary, hosting, platform, marketplace) and build the notice-and-action, statements of reasons and transparency duties that follow
Scalability fundamentals, data partitioning, caching strategies, rate limiting, distributed systems patterns, and microservices data design — bridging classical DSA concepts to…