AgentScope-AI

转化漏斗分析，构建产品链路转化漏斗、计算每步转化率、识别卡点、对比行业基准。触发条件：当需要分析多段行为的转化情况时触发，如对话涉及“漏斗”、“转化漏斗”、“阶段A-阶段B-阶段C转化情况”等相近词语时触发。

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取数 / 查数据 / 拉数据 / 跑 SQL。把自然语言取数需求转为 SQL，经数据湖仓执行后返回查询结果供下游分析。**任何需要业务数据的任务在工作区缺少对应文件时都必须先调用此技能**——覆盖 BI 业务分析、留存 / 转化 / 同期群分析、数据探索 EDA、统计建模、定量计算、元数据查询、数据查询。命中任一即触发：(1) 直接索要指标或记录，如「DAU 多少」「上月销售额」「3 月留存率」「这个客户的订单」；(2) 取数口语，如「查 / 查一下 / 取一下 / 拉一下 / 抓数据 / 找数据 / 搜数据 / 跑 SQL / 写 SQL / 导出 / 缺数据 / 没数据 / 数据不够」；(3) 涉及数据来源，如「从语义层 / 数据湖仓 / 仓库 / 数据库取」；(4) 问元数据 / 口径，如「字段含义 / 表结构 / 这两张表怎么关联 / 可用数据源 / 指标怎么算」；(5) 下游任务在工作区找不到所需数据。

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将用户问题中的主题、关键词映射到 QwenPaw 官方文档路径与常见源码入口，减少盲目搜索。适用于内置 QA Agent 在回答安装、配置、技能、MCP、多智能体、记忆、CLI 等问题时快速选定要读的文件。

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使用可视浏览器自动完成 QwenPaw 的钉钉频道接入。适用于用户提到钉钉、DingTalk、开发者后台、Client ID、Client Secret、机器人、Stream 模式、绑定或配置 channel 的场景；支持遇到登录页时暂停，等待用户登录后继续。

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Use this skill when the user needs to control the browser launch mode for browser_use. By default, browser_use launches the local Chrome/Chromium using managed CDP; `headed` controls whether the window is visible, and `private_mode` controls whether CDP is disabled in favor of Playwright.

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Guidelines and workflows for the agent to maintain persistent memory using native file tools (read_file, write_file, edit_file) and standard OS commands for searching.

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Answer user questions about QwenPaw installation and configuration: first locate and read local documentation, then distill the answer; if local information is insufficient, fall back to the official website documentation.

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Build and debug Python applications using AgentScope 2.x. Consult this skill for AgentScope APIs, agent tools, multi-agent orchestration, and agent service deployment.

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Use this skill when the user explicitly wants to connect to a running Chrome browser, scan local CDP ports, specify a `cdp_port`, or share a single browser across multiple agents/tools. By default, browser_use already launches the browser using managed CDP; if the user does not want to expose browser history, cookies, or other sensitive data, recommend using `private_mode=true` instead.

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当用户明确希望连接到已运行的 Chrome 浏览器、扫描本地 CDP 端口、显式指定 `cdp_port`，或让多个 agent / 工具共享同一个浏览器时，使用本 skill。当前 browser_use 默认已使用 managed CDP 启动浏览器；如果用户不希望暴露浏览器历史、Cookies 等敏感信息，推荐改用 `private_mode=true` 的隐私模式。

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当用户需要控制 browser_use 的浏览器启动方式时，使用本 skill。当前 browser_use 默认使用 managed CDP 启动本地 Chrome/Chromium；`headed` 控制是否显示窗口，`private_mode` 控制是否禁用 CDP、改走 Playwright，`browser_args` 传入额外的 Chromium 启动参数，`executable_path` 指定自定义浏览器可执行文件路径。

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Use this skill to proactively send a one-way message to a user/session/channel, usually only when the user explicitly asks to send to a channel/session or when proactive notification is needed. First query sessions with qwenpaw chats list, then push with qwenpaw channels send.

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当需要主动向用户、会话或频道单向发送消息时，使用本 skill。通常仅在用户明确要求向某个 channel / 会话发送消息，或需要主动通知时使用。先用 qwenpaw chats list 查询 session，再用 qwenpaw channels send 推送消息。

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Use this skill when you need to consult another agent, ask for help, or involve a specific agent the user asked for.

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当你需要咨询其他 agent、寻求帮助，或用户明确要求某个 agent 参与时，使用本 skill。

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Use this skill only for scheduled or recurring tasks. Manage jobs with qwenpaw cron list/create/get/state/pause/resume/delete/run, and always pass --agent-id explicitly.

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仅在需要未来定时执行或周期执行任务时，使用本 skill。使用 qwenpaw cron list/create/get/state/pause/resume/delete/run 管理任务，并始终显式传入 --agent-id。

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Use a headed browser to automatically complete DingTalk channel integration for QwenPaw. Applicable when the user mentions DingTalk, developer console, Client ID, Client Secret, bot, Stream mode, binding or configuring a channel. Supports pausing when a login page is detected and resuming after the user logs in.

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Read and summarize text-based file types only. Prefer read_file for text formats; use execute_shell_command for type detection when needed. PDF/Office/images/archives are handled by other skills.

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回答用户关于 QwenPaw 安装与配置的问题：优先定位并阅读本地文档，再提炼答案；若本地信息不足，兜底访问官网文档。

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通过 IMAP/SMTP 管理邮件的命令行工具。使用 `himalaya` 可以在终端中列出、阅读、撰写、回复、转发、搜索和整理邮件。支持多账户和使用 MML（MIME Meta Language）撰写邮件。

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For external plan request scenarios, guides the Agent to request a clear, actionable, step-by-step plan from a stronger Agent via list_agents and chat_with_agent, emphasizing that the plan is executed by the requester, not by the consulted Agent.

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当需要向更强 Agent 请求执行计划时使用；用于获取分步骤、可落地的计划，并由你自己执行，而不是让对方代执行任务。

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Use this skill when another agent's expertise or context is needed, or when the user explicitly asks to involve another agent. First list agents, then use qwenpaw agents chat for two-way communication with replies.

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