Universal Pipeline JSON 编写指南。基于 MaaFramework Pipeline 协议，提供节点命名、识别算法、动作类型、流程控制、可复用节点等编码规范与模式参考。在编写、修改或审查 Pipeline JSON、设计节点流程、使用 TemplateMatch/OCR/Custom 识别或 Click/Swipe 动作时使用。
Test and validate MaaFramework Pipeline JSON, recognition nodes, action nodes, CustomAction/CustomRecognition wiring, resource loading, and end-to-end task behavior. Use when running `run_pipeline`, checking OCR/TemplateMatch/ColorMatch ROI, validating…
Create, extend, diagnose, and update MaaFramework application projects through the create-maa-project MCP server or CLI. Use when asked to start or scaffold a Maa project, choose Pipeline versus Python Agent templates, add dev tools, GitHub workflows, Agent…
Route MaaFramework questions and other Maa skills to authoritative official documentation, schemas, APIs, bindings, release history, and semantic-change facts through the MaaLLMWiki catalog. Use when official Maa knowledge must be verified before designing,…
Orchestrate ambiguous end-to-end MaaFramework automation requests into verified implementations. Use when a user asks to build, add, or change a complete Maa workflow or task—such as automatic stamina recovery—without already providing a full Pipeline design,…
Operate MaaFramework devices and Pipeline resources through the maafw-cli command line with strict JSON output. Use for low-context, repeatable or scripted device discovery, ADB/Win32/PlayCover/wlroots connections, OCR and recognition, screenshots and guarded…
Generate MaaFramework Pipeline nodes and recognition snippets from screenshots or observed UI state. Use for OCR node generation, ROI sweep, choosing TemplateMatch/OCR/ColorMatch/CustomRecognition, preserving target-file schema style, and designing…
生成 MaaFramework Pipeline 项目的可交互状态机图谱。当用户想"看 Pipeline 节点关系"、"画状态机图"、"画 Mermaid 图"、"看 node 间关系"、"找孤立节点 / orphan node"、"看 Python 怎么驱动 Pipeline"、"看 interface.json 入口"、"调试跨文件 next 引用"、"重构前理清架构" 时使用。**任何涉及 MaaFramework 节点关系可视化的需求都用这个 skill**,即便用户没明确说"画图"。