flutter-api
Comprehensive Flutter API reference guide covering widgets, Material Design, Cupertino, animations, gestures, navigation, state management, and platform integration. Use when developing Flutter applications and needing detailed API knowledge for widgets, layout, styling, animations, platform channels, or any Flutter SDK functionality. Essential for building cross-platform mobile, web, and desktop applications with Flutter.
mcp-builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
baoyu-comic
Knowledge comic creator supporting multiple styles (Logicomix/Ligne Claire, Ohmsha manga guide). Creates original educational comics with detailed panel layouts and sequential image generation. Use when user asks to create "知识漫画", "教育漫画", "biography comic", "tutorial comic", or "Logicomix-style comic".
hello-world
A fundamental skill that demonstrates the basic execution of a Python script. It serves as a "Hello, World!" example for the skill system, verifying that the environment is correctly set up and that the agent can execute scripts.
migrate-screen
Migrate an Android screen from MVP (Fragment/Presenter/ViewBinder) to Compose + ViewModel with UDF. Triggers on "migrate screen", "migrate X to compose", "rewrite X screen", "convert X to compose".
run-android
Build the debug APK, install it on a connected device/emulator via ADB, and launch the app.
tool-use-structured-output
Use Bedrock tool_use to guarantee structured JSON outputs from Claude models. Eliminates JSON parsing failures by forcing responses through typed tool schemas.
xip-writing-reference
Reference for writing effective XerahS Improvement Proposals (XIPs), including structure, templates, review checks, and implementation patterns. Use sync-xips for creating, editing, and syncing XIP GitHub issues and local backups.
avalonia-api
Comprehensive reference for Avalonia UI framework including XAML syntax, controls, data binding, MVVM patterns, styling, custom controls, layout system, responsive layout, navigation, and best practices. Covers CommunityToolkit.Mvvm integration, compiled bindings, dependency properties, attached properties, control templates, container queries, and cross-platform development patterns.
build-android
Build and deploy XerahS Android apps (Kotlin/Mobile.Kt, Avalonia, MAUI) to emulator/device via adb. Covers JAVA_HOME for Gradle, Compose KeyboardOptions/foundation, file locks, EmbedAssembliesIntoApk, init white-screen, single-node builds (-m:1), and cold-boot emulator. Never wait more than 5 minutes for a build—if it exceeds that, treat as failure and fix locks or parallelism.
bizyair-banana
图像生成工具。当用户要求使用 nbp/nano banana pro 或 nb2/nano banana 2 模型进行画图、生成图片时触发。支持指定分辨率和比例参数。
build-linux-binary
Builds Linux binaries (x64 and ARM64) for XerahS using the packaging script. Handles Linux packaging, log monitoring, and Avalonia XAML precompilation issues. Use build-common for shared build timeout, lock, and dependency guardrails.
build-windows-exe
Builds Windows executables (x64 and ARM64) for XerahS using the packaging script. Handles Windows packaging, Inno Setup, artifact validation, and Windows-specific file lock recovery. Use build-common for shared build timeout, lock, and dependency guardrails.
parallel-task
Coordinate plan files by launching multiple parallel subagents for unblocked tasks. Triggers on explicit "/parallel-task" commands.
machine-tool
Delegates work to external agent CLIs (machine tools) for large code changes, investigation, or analysis. Use when: offloading implementation via the machine command, heavy refactors, or batched agent runs.
subagent-cli
Runs external AI agent CLIs via Bash in non-interactive mode. Delegates coding with codex exec or cursor-agent. Use when: offloading complex implementation, code review, multi-file edits, or spawning a subagent from Bash.
memory
Unified memory management for notes, knowledge graph, RAG search, and file analysis. Use when working with: (1) Core memory — protected identity, projects, relationships, and system facts that should never be forgotten, (2) Working notes — per-session ephemeral notes organized by section, (3) MongoDB RAG — vector-search-enabled notes with importance scoring, decay, deduplication, and archival, (4) Neo4j knowledge graph — entities, relationships, merge duplicates, reinforce mentions, Cypher queries, (5) File analysis — deep file reading that extracts knowledge into all memory layers, (6) Service initialization — health-check, start/stop MongoDB, Neo4j, TEI embeddings via docker-compose with partial setup support.
kernel-development
Guide for modifying and debugging the Nanvix kernel architecture and kernel-call paths. Use this when asked about kernel internals or kernel implementation changes.
