xhs-operator
小红书运营执行技能。用于调用已接入的 xhs MCP 工具完成登录检查、内容生成衔接、图文/视频发布、发布后复盘与失败重试。适用于“发笔记”“发视频”“检查登录状态”“查询笔记/搜索内容”等任务。
Best use case
xhs-operator is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
小红书运营执行技能。用于调用已接入的 xhs MCP 工具完成登录检查、内容生成衔接、图文/视频发布、发布后复盘与失败重试。适用于“发笔记”“发视频”“检查登录状态”“查询笔记/搜索内容”等任务。
Teams using xhs-operator should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/xhs-operator/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How xhs-operator Compares
| Feature / Agent | xhs-operator | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
小红书运营执行技能。用于调用已接入的 xhs MCP 工具完成登录检查、内容生成衔接、图文/视频发布、发布后复盘与失败重试。适用于“发笔记”“发视频”“检查登录状态”“查询笔记/搜索内容”等任务。
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# xhs-operator 用于在 OpenClaw 中稳定执行小红书运营任务。 前提：`mcp.servers.xhs` 已配置且可用。 ## 工作原则 - 先读后写：优先做登录状态与参数校验，再进行发布。 - 可回溯：每次执行都输出“输入摘要、动作、结果、下一步建议”。 - 控风险：默认单次只执行 1 条发布动作，除非用户明确要求批量。 ## 标准执行流 1. 明确任务目标（图文、视频、查询、互动）。 2. 检查登录状态；未登录先提示并引导登录。 3. 校验输入参数： - 标题长度是否合理 - 图像/视频路径是否存在且格式可用 - 标签是否为数组且数量不过多 4. 执行 MCP 工具调用。 5. 归档结果： - success / failed - note_id（若有） - 失败原因与重试建议 ## 发布策略（默认） - 未明确要求时，不自动连续发布多条。 - 未明确要求时，不自动执行高风险互动（批量评论/批量互动）。 - 发布前若内容为空、媒体缺失或参数不完整，先返回“待补充项”。 ## 建议工具映射 根据服务实际暴露的工具名执行。常见映射如下（以你当前 MCP 为准）： - 登录检查：`xiaohongshu_check_login_session` - 启动登录：`xiaohongshu_start_login_session` - 发布图文：`xiaohongshu_publish_content` - 发布视频：`xiaohongshu_publish_video` - 搜索内容：`xiaohongshu_search_feeds` - 获取推荐：`xiaohongshu_get_feeds` - 获取详情：`xiaohongshu_get_feed_detail` - 用户主页：`xiaohongshu_get_user_profile` 如果工具名不一致，先 `list tools` 或根据错误信息选择同义工具，不要盲调。 ## 失败处理 - 网络/超时失败：重试 1 次，仍失败则返回排查步骤。 - 登录失效：停止发布，先引导重新登录。 - 参数错误：直接指出哪一项不合法，并给出可复制修正示例。 ## 对用户的回包格式 每次动作后，使用简洁结构输出： - 任务：`图文发布` / `视频发布` / `查询` - 状态：`成功` / `失败` - 结果：核心字段（如 `note_id`、命中条数） - 建议：下一步可执行动作（如“立即复发”“先补图”“重新登录”）
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