全部能力

Builds repeatable evaluation systems with golden datasets, scoring rubrics, pass/fail thresholds, and regression reports. Use for "LLM evaluation", "testing AI…

Create, implement, deploy, and debug Adobe Runtime actions with consistent layout, validation, and error handling. Use this skill whenever the user needs to…

Set up a .devcontainer for VS Code with Docker, Claude Code CLI support, and configurable options. Use when the user asks to "set up devcontainer", "add docker…

Use for Web Workers in Bun, worker_threads, parallel processing, and background tasks.

This skill should be used when the user asks about "authentication in Next.js", "NextAuth", "Auth.js", "middleware auth", "protected routes", "session…

Develops resources for FiveM using vRP Creative Network with Lua. Covers resource creation, Proxy/Tunnel system, inventory, money, groups, identity, NUI,…

Implements API contract testing to ensure provider-consumer compatibility using Pact or similar tools. Prevents breaking changes with contract specifications…

Route server-owned AI workflow work into one Genkit implementation brief. Use when the main job is deciding whether a web/backend/fullstack feature needs reusable flows, tools, retrieval, prompt files, typed contracts, evals, observability, or deployment across Firebase / Cloud Run / another backend runtime. Choose among flow-foundation, tool-and-agent, retrieval-and-prompt, evaluation-and-observability, and deployment-runtime modes; keep direct Firebase app/client SDK integration routed to `firebase-ai-logic`, Firebase platform/operator work routed to `firebase-cli`, and framework-choice comparisons routed to `survey`.

Designs reliable ETL and data synchronization jobs with incremental updates, idempotency guarantees, watermark tracking, error handling, and retry logic. Use…

Shell detection and cross-shell compatibility guidance for PowerShell vs Git Bash/MSYS2 on Windows

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handles deployment…

Generate React Spectrum UI components for Adobe Experience Cloud Shell SPAs and AEM UI Extensions. Provides patterns for pages, forms, data tables, dialogs, and navigation using @adobe/react-spectrum. Guides ExC Shell integration with @adobe/exc-app including runtime.done(), IMS token passthrough, and shell theming. Guides AEM UI Extension development with @adobe/uix-guest for Content Fragment Console, CF Editor, Universal Editor, and Assets View surfaces. Trigger on: building App Builder UI, React Spectrum components, ExC Shell pages, forms, data tables, dialogs, modals, navigation, theming, web-src, Spectrum design system, @adobe/exc-app, AEM extension, AEM UI extension, Content Fragment Console, Universal Editor extension, uix-guest, @adobe/uix-guest, extension points for AEM, customizing AEM surfaces.

Build resumable multi-agent workflows with durable execution, tool loops, and automatic stream recovery on client reconnection.

Analyzes campaign performance with multi-touch attribution, funnel conversion, and ROI calculation for marketing optimization

Generates production-grade Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript. Supports real device and emulator testing locally and on TestMu AI cloud with 100+ real devices. Use when the user asks to automate mobile apps, test on Android/iOS, write Appium tests, or mentions "Appium", "mobile testing", "real device", "app automation". Triggers on: "Appium", "mobile test", "Android test", "iOS test", "real device", "app automation", "UiAutomator", "XCUITest driver", "TestMu", "LambdaTest".

Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when creating Python…

Comprehensive bash script debugging and troubleshooting techniques for 2025

Prepare datasets and configure LoRA training for character consistency. Covers FLUX (AI-Toolkit, SimpleTuner, FluxGym) and SDXL (Kohya_ss) training with…

Download files into a GitHub repository by writing special commit messages that trigger a GitHub Actions workflow.

Desktop application to back up all GitHub repositories locally and optionally to AWS S3 or Cloudflare R2 cloud storage