Create or update complete NextClaw lightweight apps, deciding whether the user needs a Panel App, a Service App, or a combined Panel + Service App. Use for NextClaw applets, small tools, dashboards, local file tools, AI-assisted UI tools, and apps that may combine right-side UI with backend actions.
Create or update the Panel App UI part of a NextClaw lightweight app. Use after nextclaw-app-creator selects Panel-only or Panel + Service, or when the user explicitly asks for a right-side Panel App UI, folder-based static panel, Service Actions UI, or Agent-powered Panel App.
Create or update the Service App backend action part of a NextClaw lightweight app. Use after nextclaw-app-creator selects Service-only or Panel + Service, or when the user explicitly asks for workspace service-apps, MCP-compatible backend helpers, file access, external API calls, local commands, or privileged actions.
Use when implementing, refactoring, or designing source-level contracts in this repository, especially if a task touches tool schemas, API/protocol parameters, shared contracts, compatibility paths, fallback-heavy logic, duplicate branches, weak abstractions, unclear file placement, ad-hoc helpers, or patch-style fixes that would turn into garbage code.
Design or refactor frontend modules to a decoupled MVP architecture with Zustand stores, Zustand persist, manager classes, and a global presenter. Use when requests mention MVP, presenter-manager-store, view-logic decoupling, frontend state ownership, local UI state becoming shared, page refresh state restoration, localStorage/sessionStorage persistence, Zustand persist, reducing prop drilling, business component cohesion, self-contained business containers, business orchestration layers, multi-component state/action coordination, complex React hook/component state machines, streaming/data-flow coordination, or RxJS evaluation.
Use when the user wants to publish an already-built static website or front-end app through GemiGo, such as a Vite/React/Vue static build, plain HTML/CSS/JS page, landing page, demo, docs site, or small browser app, and get a hosted public URL.
Use when publishing NextClaw NPM packages or NPM runtime update channels, including beta/stable dist-tags, nextclaw@beta validation, runtime bundle manifests, packaged update public keys, and npm registry closure checks.
在本仓库完成代码、脚本、测试或影响运行链路的配置改动后使用，用于自检可维护性漂移，重点发现超长文件和持续膨胀的文件。