ZhangHanDong

Use for dora CLI command questions. Triggers on: dora run, dora build, dora start, dora stop, dora new, dora up, dora destroy, dora list, dora ps, dora logs, dora check, dora graph, dora daemon, dora coordinator, CLI命令, 命令行, 运行数据流, 构建, 启动, 停止

Use for data recording and replay questions with dora. Triggers on: recording, replay, lerobot, data collection, dataset, rosbag, record data, play back, training data, HDF5, parquet, 数据记录, 数据回放, 数据收集, 训练数据

Use for dora-rs dataflow YAML configuration questions. Triggers on: dataflow.yml, dataflow.yaml, nodes:, inputs:, outputs:, timer, dora/timer, queue_size, env:, build:, path:, git:, branch:, tag:, restart_policy, send_stdout_as, operator:, operators:, YAML配置, 数据流配置, 节点配置, 输入输出, 定时器

Use for audio processing pipeline questions with dora. Triggers on: speech, TTS, STT, voice, audio, Whisper, Kokoro, text-to-speech, speech-to-text, voice activity, VAD, microphone, 语音, 音频, 文本转语音, 语音转文本, 语音识别

Use for robot control pipeline questions with dora. Triggers on: robot, arm, chassis, actuator, servo, motor, gripper, kinematics, FK, IK, URDF, joint, position control, velocity control, serial port, 机器人, 机械臂, 底盘, 执行器, 舵机, 电机, 运动学

Use for ML/Vision pipeline questions with dora. Triggers on: YOLO, detection, object detection, segmentation, tracking, VLM, SAM, camera, webcam, image processing, bbox, bounding box, rerun, visualization, 视觉, 目标检测, 分割, 跟踪, 摄像头, 图像处理

CRITICAL: Use for ALL dora-rs questions including dataflow config, node development, and robotic applications. Triggers on: dora, dora-rs, dataflow, DoraNode, EventStream, dora run, dora build, dataflow.yml, nodes:, inputs:, outputs:, dora/timer, shared memory, arrow, 机器人, robotics, 数据流, 节点, node api, operator, python node, rust node, camera, yolo, detection, vision, audio, speech, arm control, lerobot

Use for audio processing nodes in dora. Triggers on: dora-microphone, dora-vad, dora-distil-whisper, dora-pyaudio, dora-kokoro-tts, microphone, VAD, voice activity, speech-to-text, STT, text-to-speech, TTS, whisper, kokoro, audio, speaker, silero, speech recognition, 麦克风, 语音识别, 语音合成, 音频, VAD

CRITICAL: Entry-level skill for Makepad 2.0 GUI development. This is the FIRST skill to load for any Makepad task — it provides design judgment anchors ABOVE the other 13 Makepad 2.0 skills. Triggers on: makepad, makepad app, makepad project, makepad design, live_design!, app_main!, script_mod!, Cx, WidgetRef, Widget, makepad-widgets, makepad architecture, makepad how to, "how should I", "should I use", "what's the best way", makepad 架构, makepad 设计, makepad 怎么做, makepad 最佳实践, 组件拆分, 状态管理, 数据流, 渲染思维

CRITICAL: Use for Makepad 2.0 layout system. Triggers on: makepad layout, makepad width, makepad height, makepad flex, makepad flow, makepad padding, makepad margin, makepad spacing, makepad align, makepad sizing, Fill, Fit, Inset, Flow.Down, Flow.Right, ScrollXView, ScrollYView, 布局, 对齐, 间距, 填充, 排版, 滚动视图, 尺寸, 宽度, 高度

CRITICAL: Use for Makepad 2.0 troubleshooting and common mistakes. Triggers on: makepad error, makepad bug, makepad problem, makepad issue, makepad not working, text invisible, widget not showing, click not working, height zero, makepad pitfall, makepad gotcha, makepad FAQ, makepad help, script_mod error, compile error, widget not found, render not updating, hot reload not working, wasm build error, port conflict, server lock, IME popup, selection handle, popup window crash, canvas splash, POST splash loop, 100% CPU, set_visible not working, on_render empty, event bridge unreliable, float time display, fn tick not called, on_audio not called, button click through, 常见错误, 问题排查, 故障排除, 不显示, 不工作, 看不见, 热重载, 编译错误

CRITICAL: Use for Makepad 2.0 animation system. Triggers on: makepad animation, makepad animator, Animator, AnimatorState, hover effect, makepad transition, animation state, Forward, Snap, Loop, ease function, makepad animate, timeline, snap(), default @off, animation group, 动画, 过渡, 悬停效果, 动画状态, 缓动函数

CRITICAL: Use for Makepad 2.0 app structure and Rust integration. Triggers on: makepad app, makepad getting started, app_main!, App::run, MatchEvent, AppMain, handle_event, handle_actions, ScriptVm, from_script_mod, makepad boilerplate, makepad new project, makepad cargo, Cargo.toml setup, hot reload, --hot, live reload, wasm deploy, cargo makepad, media plugin, audio_output, audio_input, AudioBuffer, cx.audio, makepad audio, 音频, 应用结构, 入门, 新项目, 脚手架, 启动, 热重载, 部署

CRITICAL: Use for Makepad 2.0 DSL syntax and property system. Triggers on: makepad dsl, script_mod!, makepad syntax, makepad property, makepad 2.0 syntax, colon syntax, merge operator, named instance, let binding, mod.widgets, register_widget, script_component, type_default, widgets_internal

CRITICAL: Use for Makepad 2.0 event and action handling. Triggers on: makepad event, makepad action, MatchEvent, handle_event, handle_actions, on_click, on_render, on_return, on_startup, script_eval!, script_apply_eval!, button clicked, text changed, slider changed, checkbox toggled, Hit, FingerDown, FingerUp, KeyDown, KeyUp, Focus, ids!, TextCopy, TextCut, SelectionHandleDrag, PopupDismissed, clipboard, selection, IME, ImeAction, popup window events, video inputs, camera events, 事件, 动作, 点击, 输入, 回调, 交互, 事件处理, 剪贴板, 选择, 弹出窗口

CRITICAL: Use for migrating from Makepad 1.x to 2.0. Triggers on: makepad migration, live_design to script_mod, makepad upgrade, makepad 1.x, old syntax, new syntax, makepad breaking changes, makepad 迁移, 旧语法, LiveHook to ScriptHook, apply_over to script_apply_eval, Live to Script, live_design!, angle brackets to curly braces

CRITICAL: Comprehensive guide for CoWork Skills CLI tool. Triggers on: cowork, Skills.toml, skill management, plugin configuration, cowork init, cowork install, cowork config, cowork generate

CRITICAL: Code review skill using GitHub API. Triggers on: review PR, code review, PR review, pull request review, review changes, check this PR, analyze this PR, review #, 代码审查, 审查 PR

CRITICAL: Comprehensive guide for CoWork Skills CLI tool. Triggers on: cowork, Skills.toml, skill management, plugin configuration, cowork init, cowork install, cowork config, cowork generate, cowork audit, cowork verify, cowork test

Meta-router for dynamic skill routing. Use when: cowork, skill management, router generation, Skills.toml, plugin configuration

CRITICAL: Use for generating skills from GitHub repositories. Triggers on: generate skill from repo, create skills from GitHub, cowork generate, generate llms.txt, convert repo to skills, make skills from repository, parse repository, GitHub 转 skill, 从仓库生成 skill, 生成技能, extract API from code

CRITICAL: Use for searching GitHub repositories for skills. Triggers on: search for skills, find skill repositories, cowork search, search GitHub topics, discover skills on GitHub, find repos on GitHub, browse skill repos, 搜索 skill, 查找技能仓库, 搜索仓库, 找技能

CRITICAL: Use for managing agent memory based on CoALA cognitive architecture. Triggers on: remember this, 记住这个, save this info, learn from this, 学习这个, memory system, 记忆系统, knowledge base, what did we learn, 之前学到的, project context, 项目上下文, my preferences, 偏好设置, recall memory, 回忆一下, what do you know about, 你知道什么, forget this, 忘记这个, reflect on, 反思一下, summarize session, 总结会话

CRITICAL: Use for searching GitHub repositories for skills. Triggers on: cowork search, search skill repos, find skill repo, github topic search, skill repository, 搜索 skill, 查找技能仓库, 搜索仓库

CRITICAL: Use for agent-spec CLI tool workflow. Triggers on: agent-spec, contract, lifecycle, guard, verify, explain, stamp, checkpoint, plan, requirements, work-units, knowledge requirements, KLL, docs vs knowledge, spec verification, task contract, spec quality, lint spec, run log, "how to verify", "how to use agent-spec", "spec failed", "guard failed", contract review, contract acceptance, PR review, code review workflow, plan context, codebase scan, task sketch, implementation plan, 合约, 验证, 生命周期, 守卫, 规格检查, 质量门禁, 合约审查, 计划, "验证失败", "怎么用 agent-spec", "spec 不通过", "工作流"

CRITICAL: Use for writing and editing agent-spec .spec/.spec.md files. Triggers on: write spec, create spec, edit spec, new spec, spec authoring, task contract, .spec file, .spec.md file, BDD scenario, acceptance criteria, completion criteria, test selector, boundary, constraint, intent, decision, out of scope, "how to write a spec", "spec format", "spec syntax", "contract quality", 写 spec, 创建规格, 编辑合约, 任务合约, 验收标准, 完成条件, BDD 场景, 测试选择器, 约束, 意图, 决策, 边界, 排除范围, "怎么写 spec", "spec 格式", "spec 语法", "合约质量"

CRITICAL: Use for estimating work effort from agent-spec Task Contracts. Triggers on: estimate, estimation, how long, work effort, round count, time estimate, scope, sizing, cost, budget, planning, sprint, capacity, "how many rounds", "how long will this take", "estimate this spec", 估算, 工作量, 多久, 时间估算, 预估, 工时, 规模, 评估工作量, "这个 spec 要多久", "估算一下", "工作量评估"

CRITICAL: Use for agent-spec CLI tool workflow. Triggers on: agent-spec, contract, lifecycle, guard, verify, explain, stamp, checkpoint, plan, requirements, work-units, knowledge requirements, KLL, docs vs knowledge, spec verification, task contract, spec quality, lint spec, run log, "how to verify", "how to use agent-spec", "spec failed", "guard failed", contract review, contract acceptance, PR review, code review workflow, plan context, codebase scan, task sketch, implementation plan, 合约, 验证, 生命周期, 守卫, 规格检查, 质量门禁, 合约审查, 计划, "验证失败", "怎么用 agent-spec", "spec 不通过", "工作流"

Use when converting PRD or issue prose into KLL requirements, running the intent compiler plan, or reverse-interviewing a human to resolve requirement ambiguity before task spec generation.

Use when initializing, checking, enriching, or reviewing agent-spec code live wiki pages, source_files trace, or Rust architecture inventory.

CRITICAL: Use for writing and editing agent-spec .spec/.spec.md files. Triggers on: write spec, create spec, edit spec, new spec, spec authoring, task contract, .spec file, .spec.md file, BDD scenario, acceptance criteria, completion criteria, test selector, boundary, constraint, intent, decision, out of scope, "how to write a spec", "spec format", "spec syntax", "contract quality", 写 spec, 创建规格, 编辑合约, 任务合约, 验收标准, 完成条件, BDD 场景, 测试选择器, 约束, 意图, 决策, 边界, 排除范围, "怎么写 spec", "spec 格式", "spec 语法", "合约质量"

Recursively crawl websites using headless Chrome. Triggers: crawl, scrape website, 爬取, crawl site, deep crawl, website content.

OminiX ASR (speech-to-text), preset-voice TTS with emotion/speed control, and model management via Qwen3 models on Apple Silicon. For voice cloning and custom voice profiles, use mofa-fm. Triggers: voice, transcribe audio, text to speech, speak this, read aloud, model management, download model, 语音识别, 语音合成, 模型管理.

Deep multi-round web research with parallel fetching. Triggers: deep search, research, 深度搜索, 调研, investigate, deep research.

Validates and optimizes run_pipeline DOT graphs with model selection from QoS catalog

Manage sub-accounts under the current profile. Triggers: create account, 创建账号, sub account, manage account, list accounts, 子账号.

Send emails via SMTP or Feishu/Lark Mail. Triggers: send email, 发邮件, email to, 发送邮件, mail, send mail.

Get current weather for any city worldwide. Triggers: weather, forecast, temperature, 天气, 气温, how cold, how hot, is it raining, wind.

Use when implementing shader effects like turbulence, fluid, fire, smoke, procedural noise, starfields, volumetric rendering, raymarching, glow, antialiasing, fractal texturing, or optimizing shader performance with cheap alternatives. Triggers on: shader techniques, shader tricks, shader optimization, turbulence shader, fluid shader, fire shader, smoke shader, procedural noise, dot noise, gyroid noise, efficient chaos, star field, particle scatter, fractal texturing, LOD texturing, texture scaling, volumetric rendering, raymarching, glow effects, antialiasing, analytic antialiasing, fwidth, shader performance, cheap shader effects, GLSL tricks, shader math, shader formulas, Xor shader, GM Shaders, mini.gmshaders.com

CRITICAL: Use for Makepad GUI screenshot debugging and visual inspection. Triggers on: /screenshot, 截图, 看看UI, 查看界面, capture makepad, run and capture, 运行并截图, 看看效果, UI截图, 界面截图, screenshot makepad, capture app, 截取应用, bring to front

Capture this session's repeatable process into a reusable skill. Use when: user says "make this a skill", "capture this workflow", "skillify", "save this as a skill", "turn this into a skill", "create skill from session", "把这个流程变成技能", "提炼成skill", "保存为技能"

Agent-to-App: Generate native cross-platform applications from natural language. User describes what they want, AI generates Splash code, Canvas renders it as a native app in real-time. Supports screenshot-based self-healing loop. Triggers: /app, "make me an app", "build an app", "create an app", "generate app", "做个app", "生成应用", "帮我做个", "写个应用"