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xiaohongshu-research

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通过 SandBase 搜索笔记、分析创作者、追踪话题趋势、研究用户行为。适用于小红书内容研究、种草分析、达人发现、竞品监控、话题追踪等场景。

research/xiaohongshu-research/SKILL.md

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# 小红书研究

小红书内容与创作者研究工具。搜索笔记、分析用户画像、追踪话题热度、研究消费趋势。使用前请阅读 [API 映射表](references/sandbase-api-map.md)。

## 调用 SandBase 能力

下列能力标识仅用于检索，不是直接调用的 MCP 工具名。先用 `sandbase_discover(q: "<供应商和能力>")` 查找匹配端点，再将返回的 `name` 传给 `sandbase_inspect`，读取当前 `inputSchema`、价格和 `execute_as`。按模板调用 `sandbase_run`，将 `execute_as.arguments.name` 作为 `name`，并传入符合 schema 的 `arguments`。若返回 `run_id`，在任务预算内通过 `sandbase_run_get(run_id: "<返回的 run_id>")` 查询至 `completed` 或 `failed`；超出预算时报告待完成状态，失败时报告错误，不自动重复提交。

## 操作原则

- 仅用于公开内容的研究和分析，不发布、点赞或评论。
- 保留归因信息：笔记链接、用户名、互动数据、日期。
- 小红书数据反映消费趋势和种草行为，但不代表购买决策。
- 尊重创作者隐私，不追踪非公开信息。