Execute Exa production deployment checklist with pre-flight, deploy, and rollback. Use when deploying Exa integrations to production, preparing for launch, or verifying production…
Score 70/100
Execute Exa production deployment checklist and rollback procedures. Use when deploying Exa integrations to production, preparing for launch, or implementing go-live procedures.
Score 70/100
Implement Exa rate limiting, exponential backoff, and request queuing. Use when handling 429 errors, implementing retry logic, or optimizing API request throughput for Exa.
Score 70/100
Implement Exa rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Exa.
Score 70/100
Implement Exa reference architecture for search pipelines, RAG, and content discovery. Use when designing new Exa integrations, reviewing project structure, or establishing…
Score 70/100
Provides three production-ready ML training examples (sentiment classification, text generation, RedAI trade classifier) with complete training scripts, deployment configs, and…
Score 70/100
Run python examples in auto mode with logging, rerun helpers, and background control.
Score 70/100
Run python examples in auto mode with logging, rerun helpers, and background control.
Score 70/100
AI-powered code review tool that analyzes code for bugs, style issues, and improvements
Score 70/100
Create hand-drawn style diagrams using Excalidraw JSON format. Generate .excalidraw files for architecture diagrams, flowcharts, sequence diagrams, concept maps, and more.
Score 70/100
Create diagrams, flowcharts, and architecture visualizations using Excalidraw. Use when user requests "create diagram", "draw flowchart", "architecture diagram", or mentions…
Score 70/100
Generate architecture diagrams as .excalidraw files from codebase analysis. Use when the user asks to create architecture diagrams, system diagrams, visualize codebase structure,…
Score 70/100
Create Excalidraw flowcharts from descriptions. Use when user asks to "create a flowchart", "draw a diagram", "visualize a process", "make a flow diagram", "architecture diagram",…
Score 70/100
Use when working with *.excalidraw or *.excalidraw.json files, user mentions diagrams/flowcharts, or requests architecture visualization - delegates all Excalidraw operations to…
Score 70/100
Validates Customer Feedback Analyzer Excel exports with 7 view sheets, 36 columns, and professional formatting.
Score 70/100
Use when writing, reviewing, or debugging Apex exception handling, DmlException behavior, custom exception hierarchies, or user-safe error messages.
Score 70/100
Guide for creating exceptions using fastapi-problem that are automatically converted to RFC 9457 Problem Details responses.
Score 70/100
Comprehensive post-build verification of Shannon Framework's application outputs using three-layer methodology: Flow Verification (execution trace analysis), Artifact Verification…
Score 70/100
Terraform コマンドを実行する。「terraform plan」「terraform apply」「tf init」「tf plan」「tf apply」「terraform して」「tf 実行」「インフラ適用」「プラン確認」「validate」「検証」などで起動。
Score 70/100
Use generator and validator loops for infra, CI, and platform work so agents ship operational changes with more checks and less improvisation.
Score 70/100
Executes HEC-HMS simulations using HmsCmdr.compute_run(), handles parallel execution across multiple runs, and manages Jython script generation.
Score 70/100
Distributed HEC-RAS execution across remote workers (PsExec, Docker, SSH, cloud). Handles worker initialization, queue scheduling, and result aggregation.
Score 70/100
Use when creating files, implementing features, or executing development tasks - guides shannon do command usage, dashboard integration, caching behavior, when to use vs shannon…
Score 70/100
Analyze control flow, concurrency models, and event architectures in agent frameworks. Use when (1) understanding async vs sync execution patterns, (2) classifying execution…
Score 70/100
Executor package architecture for ChainGraph flow execution engine. Use when working on packages/chaingraph-executor, execution services, DBOS workflows, event bus, task queues,…
Score 70/100
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving.
Score 70/100
Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repetition, and interleaving.
Score 70/100
Use when diagnosing slow Experience Cloud site load times, planning CDN and caching strategy, optimizing page weight, or advising on component loading patterns for Aura and…
Score 70/100
Expert du module PkgApprentissage — architecture de données, calculs de notes/progression en cascade, et affichage Blade.
Score 70/100
Comprehensive guidance for understanding, designing, and implementing expert systems using rule-based inference, knowledge representation, and the complete development lifecycle.
Score 70/100
Analyze codebases and provide technical overviews covering core components, interactions, deployment architecture, and runtime behavior.
Score 70/100
Create exploration content for SHINOBI WAY game with node-based path navigation. Use when user wants to add new regions, locations, room layouts, intel missions, path networks, or…
Score 70/100
Interactive debugging through conversation. HOUSTON guides through 4 phases, asks questions, and suggests agents for investigation.
Score 70/100
Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours.
Score 70/100
Systematically explore unfamiliar codebases and document findings using Julie's code intelligence, Sherpa's exploration workflow, and Goldfish's documentation.
Score 70/100
Deep contextual grep for codebases. Expert at finding patterns, architectures, implementations, and answering "Where is X?", "Which file has Y?", and "Find code that does Z"…
Score 70/100
Comprehensive Expo expert with access to complete official documentation covering React Native development, EAS Build, EAS Submit, EAS Update, Expo Router, Expo Modules API,…
Score 70/100
Guidance for building, refactoring, and debugging Expo + React Native apps (including Expo Router). Use when wiring screens/layouts, navigation (tab/stack) scaffolding with…
Score 70/100
Building and deploying Expo React Native apps to iOS. Use when configuring EAS Build, submitting to TestFlight, App Store deployment, managing certificates, or troubleshooting…
Score 70/100
Deploying Expo apps to iOS App Store, Android Play Store, web hosting, and API routes
Score 70/100
Guide for writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript).
Score 70/100
Expo React Native JavaScript best practices for clean code, functional components, performance optimization, and Expo Router navigation.
Score 70/100
Install and wire @tanstack/react-query in Expo/React Native apps (providers, query client, fetch patterns, and screen usage).
Score 70/100
Set up Tailwind CSS v4 in Expo with react-native-css and NativeWind v5 for universal styling
Score 70/100
`@expo/ui/swift-ui` package lets you use SwiftUI Views and modifiers in your app.
Score 70/100
Export media collection to platform-specific formats (Plex, Jellyfin, MPD, mobile, archival)
Score 70/100
Express.js backend API development for Vigil Guard v2.0.0. Use for endpoint creation, JWT authentication, RBAC, ClickHouse queries with 3-branch columns, rate limiting, CORS…
Score 70/100
Master Express.js API development with middleware, routing, validation, authentication, and production best practices. Build scalable RESTful APIs with Express.
Score 70/100
Express.js API development, route handling, middleware, error handling, request validation, CORS. Use when building Express routes, implementing middleware, handling API requests,…
Score 70/100
Développement d'APIs Node.js avec Express, middleware, routing, gestion d'erreurs, authentification et bonnes pratiques de conception.
Score 70/100
Express 5+ API server guidelines for TypeScript. Apply when editing `*.ts` files with Express imports or `@types/express`.
Score 70/100
Complete guide for building scalable microservices with Express.js including middleware patterns, routing strategies, error handling, production architecture, and deployment best…
Score 70/100
Expert knowledge of Express.js and Node.js for building production-ready web applications and APIs. Covers middleware patterns, routing, async/await error handling, security,…
Score 70/100
Build production-ready RESTful APIs with Express.js including routing, middleware, validation, and error handling for scalable backend services
Score 70/100
Express.js framework patterns including routing, middleware, request/response handling, and Express-specific APIs.
Score 70/100
Migrates one Express 4.x route at a time to Fastify 4.x via an in-process strangler-fig proxy, with contract tests verifying identical status codes, response shapes, and headers…
Score 70/100
Migrate Express.js REST APIs to Fastify with automated testing, performance benchmarking, and schema generation.
Score 70/100
Guidelines for building robust APIs with Express.js and TypeScript, covering middleware patterns, routing, and security best practices
Score 70/100
Enforces open-closed design, plugin architectures, stable interfaces, and versioning
Score 70/100
Comprehensive guide for configuring, troubleshooting, and implementing External-DNS across Azure DNS, AWS Route53, Cloudflare, and Google Cloud DNS.
Score 70/100