okwinds

用结构化流程写一篇文章：明确目标→大纲→分段写作→润色→一致性与事实自检。

用结构化流程生成一篇小说：大纲→概要→分章分段→组合→一致性自检。

Studio 集成演示：在 Studio backend 中执行最小副作用（写文件）以触发 approvals + SSE 事件。

最小 FastAPI/SSE 网关骨架：create run → SSE stream → approvals decide → terminal event。

研究助手（人类应用示例）：把用户问题拆成可执行步骤，并用 update_plan 同步。

研究助手（人类应用示例）：输出 report.md。

研究助手（人类应用示例）：使用 grep_files/read_file 在本地知识库中检索与阅读。

CI 排障（人类应用示例）：复现失败并提炼问题定位。

指导编码智能体以 capability-runtime 为业务落地入口，交付基于 capability-runtime 的 skills / agents / workflows，并在 Greenfield 或 Legacy Convergence 场景下优先使用 Runtime public surface、structured output、NodeReport、host summary 与 service/session surfaces。只要任务目标是用 capability-runtime / capability_runtime 落地业务代码、收敛下游 runtime boundary，或涉及 Runtime.run / Runtime.run_stream / run_structured / run_structured_stream / AgentSpec / PromptRenderMode / prompt_render_mode / _runtime_prompt / precomposed_messages / multimodal / vision / image input / 多图输入 / 视频抽帧输入 / OpenAI-compatible messages / image_url content parts / WorkflowSpec / NodeReport / RuntimeServiceFacade / describe_capability / summarize_host_run，就应优先使用本技能。不要用于普通通用编码、prompt-only 任务、直接学习上游原生框架 API，或任何明确要求“直接用 skills-runtime-sdk / Agently / provider SDK，不走 capability-runtime”的任务；若已触发但随后识别出这是反目标，必须立即退出，并停止提供任何上游实现细节、伪代码或 API 猜测。

Turn vague ideas into a validated design/spec through structured brainstorming. Use before any creative work - new features, UI/components, behavior changes, refactors, architecture decisions. Trigger whenever a user asks to brainstorm, define requirements, propose approaches, write a design doc, or says something like 'I want to build X' or 'how should we approach Y'. Even seemingly simple tasks benefit from a quick design pass.

用 Skills Runtime SDK（Python）开发复杂业务 agent、skills、workflow 的编码智能体指南。用户一旦提到 skills_runtime、Skills Runtime SDK、overlay YAML、FakeChatBackend、AgentBuilder、Coordinator、skill_ref_read、skill_exec、approvals/sandbox、WAL/replay、exec sessions、spawn_agent/send_input/wait、waiting_human/resume、examples/apps/workflows，或要在本仓上落地复杂业务开发/修复/回归，就应优先使用本技能。不要用于与本框架无关的通用编码或纯文案任务。

Trace and document the complete call chain / data flow of any feature or process in a codebase. Use this skill whenever the user asks to understand how a feature works end-to-end, trace a call chain, analyze code flow, map data flow across layers, reverse-engineer a process, or asks questions like "how does X call Y", "what happens when the user clicks Z", "trace the request from frontend to database". Also use it when the user wants the analysis exported to a file for offline reading.

Use only when the user explicitly wants to build with the Agently framework (mentions Agently/agently/OpenAICompatible/TriggerFlow/ToolExtension/ChromaCollection, or says “用 Agently 做/用 agently 做”). Deliver runnable code plus regression tests validating schema/ensure_keys and streaming (delta/instant/streaming_parse), with optional tools (Search/Browse/MCP), TriggerFlow orchestration, KB (ChromaDB), and serviceization (SSE/WS/HTTP). Do not use for generic streaming/testing questions that are not about Agently, or for prompt-only writing without tests/structure.

用 tmux 稳定驱动交互式 CLI：启动 session、发送按键、等待输出就绪，并支持 worker 向 controller pane 回传结果（backchannel）。

Send a critical mobile push through Day.app (Bark) with one GET request. Use when a task finishes, fails, is blocked, or needs immediate alerting, and you should summarize task name and summary from current task context before sending.

DOCX 文档离线读写：提取/分析、OOXML 解包编辑回包、批注与修订（tracked changes/redlining）。适用于合同/制度/论文等需要保留格式与修订痕迹的场景（依赖安装可能需要网络）。