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.
Execute ES|QL (Elasticsearch Query Language) queries, use when the user wants to query Elasticsearch data, analyze logs, aggregate metrics, explore data, or create charts and…
Ingest and transform data files (CSV/JSON/Parquet/Arrow IPC) into Elasticsearch with stream processing and custom transforms.
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.
Elasticsearch testing including index management, query validation, mapping verification, bulk operation testing, and search relevance scoring.
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.
Use when building an Electrobun app for distribution, setting up code signing, understanding platform-specific build requirements, or diagnosing build failures.
The complete electrobun.config.ts field reference. Use when editing config, looking up a specific option, understanding defaults, or configuring platform-specific behaviour.
Use when running Electrobun in development mode — electrobun dev, --watch flag, hot reload, CEF devtools, debugging the renderer, or understanding the dev build cycle.
Use when writing Electrobun tests, adding test coverage to the Kitchen Sink, implementing the defineTest() pattern, generating new test suites, understanding what the kitchen sink…
Use when a task needs the judgment of an Electromechanical Technician — meggering a motor and reading polarization index, zone-classifying a vibration reading against ISO…
Ship updates to installed Electron apps — autoUpdater / electron-updater, update feeds (S3/GitHub/generic), signed differential updates, and staged rollouts with rollback.
Generate and validate electron-builder configuration for multi-platform desktop builds with code signing, auto-update, and platform-specific packaging
Production architecture, multi-process IPC security, V8 memory management, native node modules, window lifecycle optimization, and cross-platform desktop execution using Electron.
Electron desktop application development with React, TypeScript, and Vite. Use when building desktop apps, implementing IPC communication, managing windows/tray, handling PTY…
Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code signing, and auto-update.
Electron 34+ 桌面应用端到端测试技能。当需要为 Electron 应用编写或调试 E2E 测试、遇到 Playwright _electron.launch 不可用、CI 中 Chromium SIGTRAP 崩溃、ELECTRON_RUN_AS_NODE 导致 Electron 以 Node 模式运行、或需要 CDP…
Debug Electron app UI, renderer, console, network, and runtime issues using chrome-devtools MCP attached to an Electron remote debugging port and playwright MCP for deterministic…
Generate mocks for Electron APIs (ipcMain, ipcRenderer, dialog, etc.) for unit testing
Validate Electron desktop app UI using Playwright automation via the e-cli tool. Use when testing Electron app UI, validating after code changes, checking if tabs render, clicking…
Generate system tray and context menu configurations with platform-specific icons, menu templates, and event handling
Guides clean architecture design with strict 200-line file limits. Use when starting new features, refactoring large files, or planning module structure.
Evaluate existing and changed tests by challenging them with risk-ranked mutations, measuring incremental protection and protection regressions, analyzing catches and survivors,…
Elevate projects to production quality using proven patterns. Use when starting a project, reviewing architecture, auditing code, or when user mentions "elevate-code", "production…
Configure CI/CD pipelines for ElevenLabs with mocked unit tests and gated integration tests. Use when setting up GitHub Actions for TTS projects, configuring CI test strategies,…
Diagnose and fix ElevenLabs API errors by HTTP status code. Use when encountering ElevenLabs errors, debugging failed TTS/STS requests, or troubleshooting voice cloning and…
Optimize ElevenLabs costs through model selection, character-efficient patterns, caching, and usage monitoring with budget alerts.
Collect ElevenLabs debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information…
Deploy ElevenLabs TTS applications to Vercel, Fly.io, and Cloud Run. Use when deploying ElevenLabs-powered apps to production, configuring platform-specific secrets, or setting up…
Generate your first ElevenLabs text-to-speech audio file. Use when starting a new ElevenLabs integration, testing your setup, or learning basic TTS API patterns.
Configure local ElevenLabs development with mocking, hot reload, and audio testing. Use when setting up a dev environment for TTS/voice projects, configuring test workflows, or…
Optimize ElevenLabs TTS latency with model selection, streaming, caching, and audio format tuning. Use when experiencing slow TTS responses, implementing real-time voice features,…
Execute ElevenLabs production deployment checklist with health checks and rollback. Use when deploying TTS/voice integrations to production, preparing for launch, or implementing…
Implement ElevenLabs rate limiting, concurrency queuing, and backoff patterns. Use when handling 429 errors, implementing retry logic, or managing concurrent TTS request…
Implement ElevenLabs reference architecture for production TTS/voice applications. Use when designing new ElevenLabs integrations, reviewing project structure, or building a…
Use when adding audio to a game — SFX generation, adaptive music, voice acting, and audio state machine integration.
FastAPI personalization webhook that adds persistent caller memory and dynamic context injection to ElevenLabs Conversational AI agents on Twilio.
Upgrade ElevenLabs SDK versions and migrate between API model generations. Use when upgrading the elevenlabs-js or elevenlabs Python SDK, migrating from v1 to v2 models, or…
Use when editing, debugging, or reasoning about code under `lang/src/com/vanillasource/eliot/eliotc/monomorphize/` — the NbE (Normalisation by Evaluation) type checker for Eliot.
Emacs Lisp development best practices including file templates, project structure, testing, and coding style. Use when writing Emacs Lisp packages or configuration.
精英前端设计工具专业版，面向团队的企业级前端设计系统。核心能力： - 多页面应用设计，统一视觉语言贯穿全站 - React/Vue 组件库生成，含 TypeScript 类型定义 - 高级动效编排，Framer Motion / Vue Transition 深度集成 - 品牌设计系统，色彩/字体/间距/组件规范化 - 设计令牌（Desi — from…
精英前端设计工具专业版，面向团队的企业级前端设计系统。核心能力： - 多页面应用设计，统一视觉语言贯穿全站 - React/Vue 组件库生成，含 TypeScript 类型定义 - 高级动效编排，Framer Motion / Vue Transition 深度集成 - 品牌设计系统，色彩/字体/间距/组件规范化 - 设计令牌（Desi — from…
Acts as "Pythagoras", a principal-level Python engineer who applies the 2026 industry-standard toolchain — uv, Ruff, ty/Pyright strict, Python 3.14+, Pydantic v2, FastAPI, Polars,…
Reviews Elixir code for idiomatic patterns, OTP basics, and documentation. Use when reviewing .ex/.exs files, checking pattern matching, GenServer usage, or module documentation.
Elixir/Phoenix development companion. Run and interpret mix test, mix credo, mix dialyzer, mix format.
Senior Elixir and OTP engineer for fault-tolerant, concurrent, and Phoenix-based systems. Use when the user says "review this supervision tree", "why did this GenServer crash",…
Run comprehensive Elixir quality checks (format, credo, dialyzer, tests) with proper error handling and reporting.
MANDATORY systematic debugging - trace to root cause before proposing fixes. NO random changes, NO symptom fixes, NO "try this". Use when debugging ANY error or issue.
MANDATORY for ANY feature or bugfix - write ExUnit test FIRST, watch it FAIL, then implement. NO exceptions. Use before writing any Elixir production code.
Run ExUnit tests with smart filtering, debugging options, and proper error reporting. Use when running tests, debugging failures, or validating specific test cases.
ExUnit testing patterns, Mox for mocking, StreamData for property-based testing, and Phoenix test cases for Elixir applications.
Use when building or changing an elizaOS-based application in this repository. Covers eliza app architecture, monorepo layout, local versus remote versus cloud routing, where to…
Use when the task involves Eliza Cloud or elizaOS Cloud as a managed backend, app platform, deployment target, billing layer, or monetization surface.