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.
Score 70/100
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…
Score 70/100
Optimize ElevenLabs TTS latency with model selection, streaming, caching, and audio format tuning. Use when experiencing slow TTS responses, implementing real-time voice features,…
Score 70/100
Execute ElevenLabs production deployment checklist with health checks and rollback. Use when deploying TTS/voice integrations to production, preparing for launch, or implementing…
Score 70/100
Implement ElevenLabs rate limiting, concurrency queuing, and backoff patterns. Use when handling 429 errors, implementing retry logic, or managing concurrent TTS request…
Score 70/100
Implement ElevenLabs reference architecture for production TTS/voice applications. Use when designing new ElevenLabs integrations, reviewing project structure, or building a…
Score 70/100
Use when adding audio to a game — SFX generation, adaptive music, voice acting, and audio state machine integration.
Score 70/100
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…
Score 70/100
Emacs Lisp development best practices including file templates, project structure, testing, and coding style. Use when writing Emacs Lisp packages or configuration.
Score 70/100
Run comprehensive Elixir quality checks (format, credo, dialyzer, tests) with proper error handling and reporting.
Score 70/100
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.
Score 70/100
MANDATORY for ANY feature or bugfix - write ExUnit test FIRST, watch it FAIL, then implement. NO exceptions. Use before writing any Elixir production code.
Score 70/100
Run ExUnit tests with smart filtering, debugging options, and proper error reporting. Use when running tests, debugging failures, or validating specific test cases.
Score 70/100
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…
Score 70/100
Use when the task involves Eliza Cloud or elizaOS Cloud as a managed backend, app platform, deployment target, billing layer, or monetization surface.
Score 70/100
Use when the task involves elizaOS core runtime concepts, plugins, actions, providers, evaluators, services, memories, state composition, or upstream elizaOS development.
Score 70/100
Expert ElizaOS plugin and agent development (January 2026). Use when (1) Building ElizaOS plugins, (2) Creating AI agent characters, (3) Implementing actions, providers,…
Score 70/100
Comprehensive Elm functional programming for web development including The Elm Architecture, type system, JavaScript interop, and production-ready patterns
Score 70/100
Specialized Elm-to-F# migration expert for morphir-dotnet. Expert in converting Elm code from finos/morphir-elm to idiomatic F# while maintaining AOT compatibility, type safety,…
Score 70/100
Best practices for Laravel Eloquent ORM including query optimization, relationship management, and avoiding common pitfalls like N+1 queries.
Score 70/100
Expert guidance for ElysiaJS web framework development. Use when building REST APIs, GraphQL services, or WebSocket applications with Elysia on Bun.
Score 70/100
Email template development with React Email and Tailwind CSS. Use when creating or modifying email templates, testing email rendering, or building email HTML from React components.
Score 70/100
Implement email functionality using FastAPI-Mail for password reset, notifications, and transactional emails. Use when setting up email services or notification systems.
Score 70/100
Use the Claude Agent SDK for Python when an existing script or service needs to delegate scoped repo work to Claude Code and consume structured responses programmatically.
Score 70/100
Standalone embedding service for semantic search. Runs as persistent FastAPI server for millisecond-latency embeddings. Supports model swapping via env vars.
Score 70/100
Embedding backends (InsightFace/PyTorch+ONNXRuntime vs TensorRT). Use when optimizing embedding throughput or debugging drift/fallbacks.
Score 70/100
Optimizing vector embeddings for RAG systems through model selection, chunking strategies, caching, and performance tuning.
Score 70/100
EmDash is an open-source, full-stack TypeScript CMS built on Astro and Cloudflare, designed as a spiritual successor to WordPress.
Score 70/100
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing…
Score 70/100
Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques.
Score 70/100
Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications. Use when building event-driven API architectures.
Score 70/100
Skip nested memory collection when no triggers exist so render-bound `getAppState()` is never invoked unnecessarily.
Score 70/100
Generate emulate seed configs for stateful API emulation. Wraps Vercel's emulate tool for GitHub, Vercel, Google OAuth, Slack, Apple Auth, Microsoft Entra, AWS (S3/SQS/IAM), Okta,…
Score 70/100
Audible code-quality reactions for code reading, review, refactoring, debugging, and repository exploration.
Score 70/100
Document REST API endpoints through systematic empirical testing. Analyzes URL structure, generates minimal test cases, executes requests, and produces concise API documentation.
Score 70/100
Check whether a Python codebase still respects declared layered, independence, or forbidden import contracts.
Score 70/100
Scan a JS or TS codebase for forbidden imports, circular dependencies, orphaned modules, and other dependency-rule violations before they turn into structural drift.
Score 70/100
Measure Python docstring coverage and fail a docs-quality gate when code drops below an agreed threshold.
Score 70/100
Block implementation-first agent behavior and keep Claude Code anchored to failing-tests-first TDD loops.
Score 70/100
Lets an agent define repo-native AI review checks as markdown files and run them as repeatable pull request status checks in CI.
Score 70/100
Ensure Python classes include appropriate, developer-friendly dunder methods—especially __repr__ and __str__.
Score 70/100
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Score 70/100
Curates context, optimizes prompts with XML, and manages extended thinking for Anthropic Claude models.
Score 70/100
Build or refresh engineering culture and produce an Engineering Culture Operating System Pack (capability map, culture code, org↔architecture alignment, clock-speed/DevEx backlog,…
Score 70/100
Help users build strong engineering culture. Use when someone is improving developer experience, fostering technical excellence, designing engineering practices, or scaling an…
Score 70/100
Write and maintain technical documentation. Trigger with "write docs for", "document this", "create a README", "write a runbook", "onboarding guide", or when the user needs help…
Score 70/100
Engineering ethics covering safety, professional codes of conduct, public welfare responsibility, whistleblowing, case studies (Challenger, Columbia, Hyatt Regency, Bhopal,…
Score 70/100
Execute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis.
Score 70/100
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
Score 70/100
Auto-invoke for general code quality review. Enforces naming conventions, function size, DRY principles, SOLID principles, and code organization.
Score 70/100
Plan, implement, and verify software with TDD discipline and intelligent execution routing. Not for ad-hoc execution without a plan.
Score 70/100
You MUST use this for team and process decisions - sprint planning, team structure, delivery estimation, process improvements, technical hiring, and engineering team operations.
Score 70/100
Extracts, transforms, and analyzes NBA statistics using the nba_api Python library. Use when working with NBA player stats, team data, game logs, shot charts, league statistics,…
Score 70/100
Apply core engineering principles to design and review decisions — KISS (simple over complex), YAGNI (only what's needed now), DRY (single source of truth, never copy-paste), OOP…
Score 70/100
Engineers effective prompts using systematic methodology. Use when designing prompts for Claude, optimizing existing prompts, or balancing simplicity, cost, and effectiveness.
Score 70/100
Core software engineering principles (SOLID, DRY, YAGNI, KISS) with detection patterns and refactoring guidance.
Score 70/100
Engineering strategy and technical planning. Builds roadmaps (Now/Next/Later), technology radar, build-vs-buy analyses, and tech debt registers.
Score 70/100
Design systems, services, and architectures. Trigger with "design a system for", "how should we architect", "system design for", "what's the right architecture for", or when the…
Score 70/100
23 engineering agent skills and plugins for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools.
Score 70/100
Identify, categorize, and prioritize technical debt. Trigger with "tech debt", "technical debt audit", "what should we refactor", "code health", or when the user asks about code…
Score 70/100