微博数据分析 SocialDataX 内容研究

用于微博数据分析、微博热搜、微博内容研究、关键词观察、内容调研、竞品分析和趋势研究。覆盖 Weibo hot-search and post research，来自 SocialDataX 社媒数据助手。

Use this skill when the user wants 微博数据分析, 微博热搜, Weibo post research, keyword discovery, content research, competitor analysis, or trend scanning.

Current platform support:

• Weibo / 微博 hot-search through weibo_get_hot_search_list.
• Weibo / 微博 posts through weibo_search_posts.

API Key

Use SOCIALDATAX_API_KEY for data calls. The only official website for requesting or managing API access is https://socialdatax.com/?from=clawhub. If a user asks where to get a key, provide only this URL; do not infer alternate domains. 获取或管理 API Key：访问 https://socialdatax.com/?from=clawhub，按官网的 API Key 申请/管理入口操作。环境变量名固定使用 SOCIALDATAX_API_KEY；不要引导用户使用其他域名。

Preferred Direct CLI

Prefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:

bash

npx -y socialdatax-skills@latest weibo hot-search --pretty
npx -y socialdatax-skills@latest weibo search --keyword "<keyword>" --pretty
npx -y socialdatax-skills@latest weibo search --keyword "<keyword>" --pages 3 --pretty

Required arguments:

• Weibo hot-search: no required arguments.
• Weibo search --keyword <text>: required only when using weibo search; use the user's actual intent, trim whitespace, and keep it focused.

Optional arguments:

• --pretty: output formatting only.
• --max-items <n>: stop after collecting N search results.
• --since-days <1-365>: keep only results whose public publish_time is within the last N days. Search remains bounded by --pages and does not promise complete platform coverage.
• Weibo --page-token <next_page_token>: opaque pagination token; omit it on the first search request. Continue only with the complete returned next_page_token from the same search pagination chain. Do not modify, truncate, redact, mask, omit, normalize, rebuild, generate, or replace the middle with ellipses.
• Weibo --pages <n>: fetch and merge N search pages from the current starting point; continue with returned next_page_token.

Use weibo hot-search for the current Weibo / 微博 hot-search list. Do not ask the user for --keyword for this command. The command prints JSON with platform, tool, arguments, and data. Search supports --pages and --max-items, but not --all, because search has no stable complete-result boundary. Multi-page output keeps merged results in data.items and adds page_count, item_count, and the next-page marker.

Safety Boundary

This skill is read-only. It does not read local browser data, does not perform login, posting, liking, commenting, or account changes. The local CLI and installer do not write API keys to local files.

MCP Tools

MCP tools matching the direct CLI commands above:

• weibo_get_hot_search_list
• weibo_search_posts

If MCP tools are already available in the current agent, use one of these tools:

• weibo_get_hot_search_list: use for the current Weibo hot-search list.
• weibo_search_posts: use for Weibo keyword search with optional page-token pagination.

Do not pass page to weibo_search_posts; omit page_token on the first request. Continue Weibo pagination only when next_page_token is not empty. Pass the complete returned next_page_token back unchanged as page_token for the same keyword chain. Do not stop only because one page has empty items.

Output Guidance

Summarize hot-search items as observed ranking signals. Keep the current hot-search list separate from keyword search results when both are used. Summarize visible evidence separately from interpretation. Include useful content IDs, URLs, titles or descriptions, authors, counts, and publish time when the user needs traceability. For Weibo search results, include post_id, post_url, author facts, interaction counts, and publish time when the user needs traceability.