EU AI Act (Regulation EU 2024/1689) compliance specialist. Use when classifying AI systems by risk tier, assessing provider or deployer obligations, evaluating GPAI model…
Score 70/100
Find AILANG vs Python eval gaps and improve prompts/language. Use when user says 'find eval gaps', 'analyze benchmark failures', 'close Python-AILANG gap', or after running evals.
Score 70/100
Evaluation harness for testing agent and skill quality through structured benchmarks, regression tests, and quality scoring.
Score 70/100
Run Microsoft's eval-recipes benchmarks to validate amplihack improvements against baseline agents. Auto-activates when testing improvements, running evals, or benchmarking…
Score 70/100
Git branch cleanup utility. Lists and deletes branches that have been merged to main. Use when user wants to clean up old branches, delete merged branches, or tidy up their git…
Score 70/100
Use when user references architecture principles, at start of fresh conversation with design work, before creating any requirements/design/implementation documents, or when…
Score 70/100
Evaluates AI coding agent platforms across five structural dimensions — execution philosophy, state and memory, context management, tool integration, and multi-agent architecture…
Score 70/100
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics.
Score 70/100
Evaluate LLM systems using automated metrics, LLM-as-judge, and benchmarks. Use when testing prompt quality, validating RAG pipelines, measuring safety (hallucinations, bias), or…
Score 70/100
Help users evaluate emerging technologies. Use when someone is assessing new tools, making build vs buy decisions, evaluating AI vendors, or deciding on technical architecture.
Score 70/100
Evaluate RAG systems with hit rate, MRR, faithfulness metrics and compare retrieval strategies. Use when testing retrieval quality, generating evaluation datasets, comparing…
Score 70/100
Evaluate skills by executing them across sonnet, opus, and haiku models using sub-agents. Use when testing if a skill works correctly, comparing model performance, or finding the…
Score 70/100
Build evaluation frameworks for agent systems. Use when testing agent performance systematically, validating context engineering choices, or measuring improvements over time.
Score 70/100
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics.
Score 70/100
Evaluate agent systems with quality gates and LLM-as-judge. Use when you need to measure component quality or implement quality gates.
Score 70/100
Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports.
Score 70/100
A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems.
Score 70/100
Evaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution.
Score 70/100
EVE Online ESI API patterns and zkillboard integration. Covers ESI endpoints, authentication, data models, zkillboard RedisQ listener, caching strategies, and EVE-specific IDs…
Score 70/100
Conception d'architectures événementielles avec messaging et event sourcing. Se déclenche avec "event driven", "événementiel", "RabbitMQ", "Kafka", "event sourcing", "CQRS",…
Score 70/100
Design event-driven architectures using Kafka, RabbitMQ, event sourcing, CQRS, and saga patterns. Activates when users need help with event-driven design, message queues, event…
Score 70/100
Generic Event-Driven Architecture patterns with Kafka, Dapr, and modern messaging systems. Provides reusable patterns for building scalable, resilient event-driven microservices.
Score 70/100
Use when choosing between Salesforce event-driven mechanisms — Platform Events, Change Data Capture (CDC), Streaming API (PushTopic), and Outbound Messages — to determine which…
Score 70/100
Event-driven architecture patterns including message queues, pub/sub, event sourcing, CQRS, and sagas.
Score 70/100
Add new events to Bob The Skull's event-driven architecture. Use when creating new events, event publishers, event handlers, or extending the event system with new event types.
Score 70/100
Create new event scraping scripts for websites. Use when adding a new event source to the Asheville Event Feed.
Score 70/100
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns.
Score 70/100
Migrate to event-sourcing architecture with event extraction, store setup, and CQRS implementation
Score 70/100
AWS EventBridge serverless event bus for event-driven architectures. Use when creating rules, configuring event patterns, setting up scheduled events, integrating with SaaS, or…
Score 70/100
Configure CI/CD pipelines for Evernote integrations. Use when setting up automated testing, continuous integration, or deployment pipelines for Evernote projects.
Score 70/100
Diagnose and fix common Evernote API errors. Use when encountering Evernote API exceptions, debugging failures, or troubleshooting integration issues.
Score 70/100
Debug Evernote API issues with diagnostic tools and techniques. Use when troubleshooting API calls, inspecting requests/responses, or diagnosing integration problems.
Score 70/100
Deploy Evernote integrations to production environments. Use when deploying to cloud platforms, configuring production, or setting up deployment pipelines.
Score 70/100
Create a minimal working Evernote example. Use when starting a new Evernote integration, testing your setup, or learning basic Evernote API patterns.
Score 70/100
Set up efficient local development workflow for Evernote integrations. Use when configuring dev environment, setting up sandbox testing, or optimizing development iteration speed.
Score 70/100
Optimize Evernote integration performance. Use when improving response times, reducing API calls, or scaling Evernote integrations.
Score 70/100
Handle Evernote API rate limits effectively. Use when implementing rate limit handling, optimizing API usage, or troubleshooting rate limit errors.
Score 70/100
Reference architecture for Evernote integrations. Use when designing system architecture, planning integrations, or building scalable Evernote applications.
Score 70/100
Development conventions and patterns for everything-claude-code. JavaScript project with conventional commits.
Score 70/100
Use para implementar registro de evidências, eventos de domínio e listeners no Laravel.
Score 70/100
EdgeVLA - Open-source edge vision-language-action model for robotics. Standardizes Open-X Embodiment datasets for consistent VLA training and deployment.
Score 70/100
中文优先：用于EVMToken小数位相关任务，帮助识别、设计、实现或验证对应工作流。English keywords: Prevent silent decimal mismatch bugs across EVM chains.
Score 70/100
Apply advanced debugging techniques for hard-to-diagnose Exa issues. Use when standard troubleshooting fails, investigating latency spikes, or preparing evidence bundles for Exa…
Score 70/100
Choose and implement Exa architecture patterns at different scales: direct search, cached search, and RAG pipeline.
Score 70/100
Configure Exa CI/CD integration with GitHub Actions and automated testing. Use when setting up automated testing for Exa integrations, configuring CI pipelines, or adding Exa…
Score 70/100
Configure Exa CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Exa tests into your build process.
Score 70/100
Diagnose and fix Exa API errors by HTTP code and error tag. Use when encountering Exa errors, debugging failed requests, or troubleshooting integration issues.
Score 70/100
Diagnose and fix Exa common errors and exceptions. Use when encountering Exa errors, debugging failed requests, or troubleshooting integration issues.
Score 70/100
Optimize Exa costs through search type selection, caching, and usage monitoring. Use when analyzing Exa billing, reducing API costs, or implementing budget controls and usage…
Score 70/100
Implement Exa search result processing, content extraction, caching, and RAG context management. Use when handling search results, implementing caching, building citation…
Score 70/100
Collect Exa debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for…
Score 70/100
Collect Exa debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for…
Score 70/100
Deploy Exa integrations to Vercel, Docker, and Cloud Run platforms. Use when deploying Exa-powered applications to production, configuring platform-specific secrets, or building…
Score 70/100
Create a minimal working Exa search example with real results. Use when starting a new Exa integration, testing your setup, or learning basic search, searchAndContents, and…
Score 70/100
Install the exa-js SDK and configure API key authentication. Use when setting up a new Exa integration, configuring API keys, or initializing Exa in a Node.js/Python project.
Score 70/100
Implement Exa load testing, capacity planning, and scaling strategies. Use when running performance tests, planning capacity for Exa integrations, or designing high-throughput…
Score 70/100
Configure Exa local development with hot reload, testing, and mock responses. Use when setting up a development environment, writing tests against Exa, or establishing a fast…
Score 70/100
Configure Exa local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with…
Score 70/100
Configure Exa across development, staging, and production environments. Use when setting up multi-environment search pipelines, managing API key isolation, or configuring…
Score 70/100
Optimize Exa API performance with search type selection, caching, and parallelization. Use when experiencing slow responses, implementing caching strategies, or optimizing request…
Score 70/100