Use when modifying Cradle apps/server Elysia modules, adding or changing HTTP routes, TypeBox schemas, OpenAPI details, x-cradle-cli command metadata, module README files,…
Design RSC architectures with minimal client boundaries, streaming, Suspense, and Server Actions for Next.js App Router
Monitor VPS and server health metrics including real-time CPU usage, RAM utilization, disk usage, and Docker container status.
Connessione SSH al server "Server 1" di TenpennyNovels (51.83.47.109, hostname tenpennynovels-sys1) — reinstallato da zero il 06/08/2026, ospita/ospiterà lo stack TenPenny (4 app…
Framework server plugins and the `/_agent-native/` route namespace. Use when adding a custom server plugin, deciding whether to create an `/api/` route vs an action, or debugging…
Frappe server-side Python patterns for controllers, document events, whitelisted APIs, background jobs, and database operations.
Choosing between Server-Sent Events and WebSockets for real-time client connections, and implementing whichever you pick correctly — SSE wire format per WHATWG, WebSocket frame…
What this server can do and which command does each job - GitHub with gh, Cloudflare with cf, putting an app or site online at .__DOMAIN__ with expose, the agent's own…
Serverless and microservices development guidelines covering FastAPI, cloud-native patterns, API gateways, and best practices for scalable serverless architectures.
Conception d'architectures serverless couvrant Functions, event-driven, cold start et patterns avancés.
AWS Lambda, Vercel Edge Functions, Cloudflare Workers, cold starts, deployment patterns, and infrastructure as code (SST, Serverless Framework).
Testing serverless functions including Lambda, Cloud Functions, and Edge Functions with local emulation, cold start testing, and timeout handling.
Develops full-stack Dart backends using the Serverpod framework with PostgreSQL, Redis, and Docker. Use when building type-safe API endpoints, defining YAML data models,…
Check service status, rename services, change service icons, link services, or create services with Docker images. For creating services with local code, prefer railway-new skill.
Service-oriented and microservices architecture patterns for cloud-scale systems. Covers service boundaries, API versioning and backward compatibility, eventual consistency at the…
Write a service catalog entry for a microservice or internal platform service — covering service identity, purpose, architecture context, SLAs, API contract summary, data…
Use when designing a Service Cloud solution end-to-end: channel strategy (phone, email, chat, messaging, social), routing model (queue-based vs skills-based Omni-Channel),…
Use when when deploying a multi-service microarchitecture (such as MAGMa''s four distinct subprojects: magmaweb, joblauncher, job, and pubchem) via Docker Compose and you need to…
Use this when: connect two services together, automate a workflow between apps, my webhook keeps timing out, messages are getting dropped silently, trigger actions when events…
Diagnose and fix flaky e2e tests and general connectivity issues in service mesh environments (Kuma, Istio, Linkerd, Consul).
Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integrati — from…
Istio, Envoy, circuit breakers, and service discovery for microservices. Activate on: service mesh, Istio, Envoy, sidecar, circuit breaker, service discovery, mTLS, traffic…
Complete guide to observability patterns for Istio, Linkerd, and service mesh deployments.
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization.
Judge whether a service mesh's east-west traffic features justify its operational complexity, versus a library approach.
Decide when Rails logic stays in the model and when it earns a service object. Use when the user asks about service objects, fat models, "where does this logic go", refactoring a…
Service worker patterns for offline support, caching strategies, and PWA functionality. Use when implementing offline-first features, caching, or background sync.
Progressive Web App offline-first patterns — Service Worker lifecycle, caching strategies, background sync, and offline fallbacks for resilient web applications
Expert knowledge for authoring ServiceNow Fluent (.now.ts) metadata and TypeScript/JavaScript modules using the ServiceNow SDK 4.7.0.
Use when querying ATLAS data remotely via ServiceX: fetching branches from ROOT NTuples with the Uproot backend, writing FuncADL queries against DAOD_PHYS or DAOD_PHYSLITE,…
🗺️ SERVIDOR OSRM. Documentação de instalação e configuração do servidor local de rotas OSRM (Docker) com dados do Sul do Brasil. — from clark-neitzel/cahardt
Antigravity ekosistemindeki tüm projelerin sağlık durumunu kontrol eder ve bilinen hataları otomatik düzeltir (self-healing).
Fetch and render web pages using the Servo browser engine — a single binary with JS execution, CSS layout, screenshots, and content extraction.
Teach agents to run session-based exploratory testing with charters, time boxes, tours, note-taking, debriefs, and coverage tracking.
Analyze Claude Code sessions in three expert modes — Handoff Document (exhaustive context extraction for the next developer or session), Error Forensics (complete inventory of…
Creates comprehensive handoff documents for seamless AI agent session transfers. Triggered when: (1) user requests handoff/memory/context save, (2) context window approaches…
Analyze claude-trace JSONL files for session health, patterns, and actionable insights. Use when debugging session issues, understanding token usage, or identifying failure…
Agents window architecture — covers the agents-first app, layering, folder structure, chat widget, menus, contributions, entry points, and development guidelines.
Organize and synchronize session directory structure based on project architecture
ตั้งค่า tech stack สำหรับ project ด้วยการเลือก preset หรือกำหนดเอง เขียนลง .claude/config/tech-stack.md ให้ implement/ship/debug ใช้ commands ถูกต้องอัตโนมัติ ใช้ skill…
Audit rehabilitation setback prediction systems for clinical risk modeling and early intervention. Use when you need to evaluate risk factor models (Charlson, Elixhauser), early…
Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce, BigQuery, Snowflake, and so on.
Sets up CloudWatch observability for the first time - Omni (CloudWatch Application Observability) and classic CloudWatch.
Configure Next.js projects with ESLint, Prettier, and recommended settings. Use when initializing Next.js projects, setting up linting, or when user mentions Next.js…
Setting up Python environments for Streamlit apps. Use when creating a new project or managing dependencies. Covers uv for dependency management and running apps.
Create and initialize Tauri v2 cross-platform desktop and mobile projects, covering prerequisites, create-tauri-app or manual CLI setup, directory structure, and config.
Populate person or group properties from a data warehouse table or materialized view, so warehouse columns become properties usable in feature flags, cohorts, and insights.
Setup completo de VPS Ubuntu/Debian para produção com Docker Swarm, Traefik v3 (SSL/HTTPS automático), Portainer CE e rede overlay. Baseado no SetupOrion v2.8.0.
R package for single-cell RNA-seq analysis. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and multi-modal integration.
R package for multi-modal single-cell data integration (v5). Use for analyzing CITE-seq, ADT, and other multi-modal single-cell data. For Python use scanpy with multi-omics.
How the Zig S-expression engine and typed KiCad models work, how they are exposed to Python (pyzig_sexp), and the invariants around parsing, formatting, and freeing.
Comprehensive Agentforce testing skill with test execution, coverage analysis, and agentic fix loops.
Salesforce data operations (Brite edition) with 130-point scoring. TRIGGER when user creates test data, performs bulk import/export, uses sf data CLI commands, needs data factory…
Salesforce debug log analysis and Apex diagnostic discipline (Brite edition) with 100-point scoring. TRIGGER when user analyzes debug logs, hits governor limits, reads stack…
Salesforce deploy orchestration for Brite's brite-salesforce repo. TRIGGER when user deploys SFDX metadata to sandbox or production, runs `sf project deploy start`, validates with…
Salesforce architecture diagrams using Mermaid with ASCII fallback. TRIGGER when: user says "diagram", "visualize", "ERD", or asks for sequence diagrams, flowcharts, class…
Use when writing Salesforce Apex end-to-end integration tests, deployment verification, or bulk scenario validation. Do NOT use for unit tests or TDD.
Creates and validates Salesforce Flows (Brite edition) with 110-point scoring. TRIGGER when user builds or edits record-triggered, screen, autolaunched, or scheduled flows,…
Apex test execution and coverage discipline (Brite edition) with 120-point scoring. TRIGGER when user runs Apex tests, checks coverage, fixes failing tests, touches *Test.cls /…
Mapea el contrato FBSProxies (cliente WinForms SFZ) al contrato REST/OpenAPI del backend — trazabilidad IXxxApi ↔ endpoints con confianza 🟢🟡🔴. Exclusivo del frontend FBSCliente.