Model compression techniques including quantization, pruning, and knowledge distillation for edge deployment
Advanced Edge Computing patterns — streaming responses (TransformStream, Server-Sent Events), edge caching (Cache API, stale-while-revalidate), Miniflare testing, and common edge…
Automatically optimizes Cloudflare Workers performance during development, focusing on cold starts, bundle size, edge caching, and global latency
Distribute rendering logic to edge nodes to minimize TTFB and support personalized caching.
Expert guide for Serverless & Edge Databases (Neon Serverless Postgres, Cloudflare D1, Turso/libsql, Upstash Redis), cold-start mitigation, and connection pooling / Panduan ahli…
Modern edge-native web stack: Hono + htmx + UnoCSS + Cloudflare D1. Use when: building server-rendered apps with interactivity, rapid prototyping, CRUD apps, landing pages,…
Edit Banana — convert diagram images (PNG/JPG) into editable DrawIO XML. Edit text on screenshots of flowcharts, architecture diagrams, tables, formulas.
Add or replace a WHOLE Kibana dashboard NDJSON saved-object export in IaC -- commit a user-pasted/Kibana-exported NDJSON verbatim to…
Inspect and edit Microsoft Word .docx files while preserving formatting, styles, and layout - 100% locally with python-docx, no cloud or API keys.
Use when when you are developing or contributing to a Python package (like cooltools) and need to test changes to utility functions, library integrations, or API implementations…
Instrument a Python application with the Elastic Distribution of OpenTelemetry (EDOT) Python agent for automatic tracing, metrics, and logs.
Guide for developing EDS blocks using vanilla JavaScript, Content Driven Development, and block decoration patterns.
Guide for testing EDS blocks using test.html files and the development server. Covers test file structure, EDS core integration, testing patterns, and debugging workflows for…
Set up a GitHub Actions CI/CD pipeline for an AEM Edge Delivery Services project. Generates workflow YAML files for ESLint (Airbnb rules), Lighthouse CI performance testing, link…
Guide for debugging and performance optimization of EDS blocks including error handling, FOUC prevention, Core Web Vitals optimization, and debugging workflows for Adobe Edge…
Entity Framework Core patterns — queries, migrations, relationships, concurrency, performance. Auto-loads for DbContext/migration work.
Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity relationship diagram,…
Effect TypeScript best practices. Use when implementing Effect features like services, layers, error handling, or patterns.
Use when analyzing the Reactive Agents codebase for architectural improvements, abstraction opportunities, composability gaps, or Effect-TS engineering quality — before proposing…
Declarative actors and durable workflows for @effect/cluster. Use when building actor/entity definitions with effect-encore, wiring handlers, writing execute/send/peek/watch…
Quick lookup for Effect TypeScript library APIs, patterns, and source code. Use when you need to find Effect functions, understand Effect patterns, or look up implementation…
Effect-TS pattern reference for TMNL. Invoke when implementing services, schemas, atoms, or Effect-based architecture. Provides canonical file locations and pattern precedents.
Expert regex pattern generation, optimization, testing, and explanation using deterministic AST-based construction.
Testing patterns with layers, mocks, and deterministic time. Use when preparing testable services and small smoke tests.
7-layer Effect-TS architecture for Holochain applications. Use when implementing domains, validating architecture, or creating stores with standardized patterns.
Mandatory Effect-TS coding patterns for the Reactive Agents framework. Use when writing any TypeScript code, creating services, defining types, handling errors, or composing…
Use when explaining, debugging, refactoring, or teaching Effect-TS and functional TypeScript.
Debug Effect TS schemas, layers, fibers, typed errors, retries, streams, and resources.
Implement Effect TS services, layers, schemas, resources, concurrency, and tests.
Effect TS review: services, layers, errors, Schema, concurrency, resources, tests.
Effect is a comprehensive TypeScript standard library that provides structured concurrency, typed errors, dependency injection, schema validation, and observability — replacing…
Analyzes and refactors Go code using Effective Go principles. Use when refactoring Go code, identifying anti-patterns, improving Go idioms, or applying Go best practices.
Use for implementing or amending unit tests and Playwright tests when features or behavior change, ensuring updates are validated with robust, maintainable test coverage.
Apply the Green IT "Algorithmic Efficiency" principle — every CPU cycle costs energy, so minimize and avoid computation, especially on high-frequency paths.
EgeSüt ERP fullstack geliştirme — Tohumlama, doğum, hayvan yönetimi, veteriner domain kuralları ile kod yaz. Vanilla JS, Supabase, IndexedDB.
Prüft Signatur-, Trust-Service- und Identitätssoftware nach eIDAS, Beweiswert, qES und Anbieterrollen im Softwarerecht De Eu Us.
Use when designing conversational AI architecture on Salesforce: Einstein Bot dialog design, Agentforce Agent topic planning, intent models, NLU training strategy, bot-to-agent…
Responde preguntas personales en español cumpliendo estrictamente con restricciones gramaticales específicas (tiempo verbal, persona, número de verbos, estructura de frase)…
Use BEFORE generating, refactoring, reviewing, or debugging code. Trigger phrases include "write a function/script/class for X", "review this code/diff/PR", "refactor this",…
Use BEFORE answering analytical, diagnostic, planning, or multi-step reasoning questions. Trigger phrases include "should I X or Y", "why is X happening", "what's the bes — from…
Use when building EKS clusters. Generates complete, production-ready Terraform projects with optional ArgoCD GitOps integration.
Install, configure, and troubleshoot the EKS MCP Server connection in your AI assistant (Claude Code, Cursor, Kiro).
Run a structured EKS operational excellence assessment against a live cluster. Covers 10 areas — networking, autoscaling, observability, access & identity, add-ons, workload…
EKS cluster patterns and best practices for Terraform. Provides cluster, node group, add-on, and IRSA scaffolds. Use when developing EKS infrastructure.
Use whenever someone is designing or building an Internal Developer Platform (IDP) or doing platform engineering on Amazon EKS — phrased as "build a developer platform",…
Queries Elastic APM transaction data through the Elasticsearch REST API to surface latency anomalies and throughput drops.
Deploy to AWS Elastic Beanstalk. Triggers on: elastic beanstalk, EB, managed EC2 platform, web app with managed patching, worker on EC2, Heroku alternative, don't want to manage…
Use when deploying Node.js applications to AWS Elastic Beanstalk or troubleshooting deployment issues - provides dependency installation strategies, monorepo handling, and…
ElasticPress supercharges WordPress search and queries by integrating Elasticsearch, enabling fast content relevancy analysis, faceted search, WooCommerce product filtering, and…
Elasticsearch expert for queries, mappings, aggregations, index management, and cluster operations
Production guidance and performance tuning strategies for Elasticsearch and OpenSearch clusters, covering indexing, query optimization, mapping design, memory management, and…
Enable, configure, and query Elasticsearch security audit logs. Use when the task involves audit logging setup, event filtering, or investigating security incidents like failed…
Polls Elasticsearch _cluster/health, _nodes/stats, and _cat/shards APIs to detect node drops, unassigned shards, and JVM heap pressure.
Recherche et analyse avec Elasticsearch et la stack ELK. Se déclenche avec "Elasticsearch", "Elastic", "Kibana", "full-text search", "recherche plein texte", "ELK — from…
Elasticsearch Index Manager - Auto-activating skill for DevOps Advanced. Triggers on: elasticsearch index manager, elasticsearch index manager Part of the DevOps Advanced skill…
Elasticsearch 5.2 operations using HTTP API - searching, indexing, bulk operations, scroll API, and alias management
Elasticsearch MCP is built around Elasticsearch search and analytics engine. The underlying ecosystem is represented by elastic/elasticsearch (76,387+ GitHub stars).
Mapping design, query optimization, aggregation patterns, index lifecycle management, and search relevance tuning.
Use when a task needs the judgment of an Electrical and Electronic Engineering Technologist/Technician — bench-testing a prototype board against a power or timing spec, isolating…
ElectricSQL is a read-path sync engine for PostgreSQL that handles partial replication, data delivery, and fan-out.