# Asklear Agent Docs / Asklear Agent 使用手册

> Canonical Agent entry for capability routing, query execution, research methods, and error recovery.
> 能力路由、查询执行、研究方法和错误恢复的唯一 Agent 入口。
> Read only the relevant page, then return to the user's original business task.
> 只读取当前任务需要的页面，然后返回用户最初的商业任务。

## Contents / 目录

- [Capabilities & Data / 能力与数据](https://docs.asklearai.com/capabilities): `agent.capabilities` · Choose the evidence Asklear can provide for the business question. / 根据商业问题选择 Asklear 可以提供的证据。
- [Query Guide / 查询指南](https://docs.asklearai.com/querying): `agent.querying` · Align platform values, execute the smallest sufficient query, and explain the exact scope returned by Asklear. / 对齐平台原始值，执行足以回答问题的最小查询，并向用户说明 Asklear 实际返回的查询口径。
- [Browser Extraction / 浏览器提取](https://docs.asklearai.com/browser): `agent.browser` · Use the local Asklear browser MCP when an Agent must work in the user's signed-in Chrome. It is independent from public web collection and structured data queries; page content and login state stay local. / 当 Agent 需要在用户已登录的 Chrome 中工作时，使用 Asklear 本地浏览器 MCP。它独立于公开网页采集和结构化数据查询；页面内容与登录态留在本地。
- [Cookbook / 研究方法](https://docs.asklearai.com/cookbook): `agent.cookbook` · Reusable ways to turn a business question into an Asklear research task. / 将商业问题转化为 Asklear 研究任务的可复用方法。
- [Errors & Recovery / 错误与恢复](https://docs.asklearai.com/errors): `agent.errors` · Find the recovery action for an Asklear error. / 根据 Asklear 错误找到明确的恢复动作。

## Datasets / 数据集

- [Douyin Monthly Product Sales / 抖音商品月度销量明细表](https://docs.asklearai.com/capabilities/douyin): Douyin / 抖音 → Douyin Monthly Product Sales / 抖音商品月度销量明细表 → `dataset=douyin`
- [JD Monthly Product Sales / 京东商品月度销量明细表](https://docs.asklearai.com/capabilities/jd): JD / 京东 → JD Monthly Product Sales / 京东商品月度销量明细表 → `dataset=jd`
- [PDD Monthly Product Sales / 拼多多商品月度销量明细表](https://docs.asklearai.com/capabilities/pdd): PDD / 拼多多 → PDD Monthly Product Sales / 拼多多商品月度销量明细表 → `dataset=pdd`
- [Tmall Monthly Product Sales / 天猫商品月度销量明细表](https://docs.asklearai.com/capabilities/tmall): Tmall / 天猫 → Tmall Monthly Product Sales / 天猫商品月度销量明细表 → `dataset=tmall`

## Capability routing / 能力路由

- The question concerns market size, trends, brand performance, share, shops, or product structure. / 问题涉及市场规模、趋势、品牌表现、份额、店铺或商品结构。 → Choose the relevant platform dataset, then read its dataset contract. / 选择相关平台数据集，再读取对应数据集契约。
- The answer requires current Xiaohongshu content or information from specified public webpages. / 答案需要当前小红书内容或指定公开网页信息。 → Read the collection rules in agent.querying, then the relevant collection task contract. / 先读取 agent.querying 中的采集规则，再读取相关采集任务契约。
- A user-supplied brand, shop, or category is not an exact platform value. / 用户提供的品牌、店铺或类目不是精确平台原始值。 → Read agent.querying and align the entity before querying. / 读取 agent.querying，并在查询前完成实体对齐。

## Runtime authority / 运行时准据

- Authenticated tools and runtime responses are authoritative for current access, coverage, fields, and billing. / 当前权限、覆盖、字段和计费以认证后的工具面与运行时响应为准。
- Reuse the exact `task_query` in every Asklear business-tool call serving one task. / 同一任务的每次 Asklear 业务工具调用逐字复用 `task_query`。