gsdata-skillUse GSData open platform via local adapter script for account/content/rank/pubsent/nlp queries. Use when user asks for 舆情检索、热点事件、平台榜单、账号数据、小红书/微博/抖音等数据查询。 Tr...
Install via ClawdBot CLI:
clawdbot install yangyuwen-bri/gsdata-skillGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://databus.gsdata.cn:8888/api/serviceAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
Marketing teams use this skill to track mentions of their brand or products across platforms like Weibo and Xiaohongshu. By setting up keyword searches with pagination, they can analyze sentiment trends and respond to negative feedback promptly, helping maintain brand image and customer trust.
Business analysts leverage the skill to gather data on competitors' social media performance and public discussions. By querying account data and hot events, they identify market trends, assess competitor strategies, and inform product development decisions based on real-time insights.
Influencers and content creators use the skill to analyze platform rankings and keyword trends. By searching for relevant topics and monitoring engagement metrics, they can tailor their content to current hotspots, increasing visibility and follower growth on platforms like Douyin and Weibo.
Risk management teams employ this skill to set up automated alerts for negative sentiment spikes or emerging issues. Using write actions with explicit confirmation, they create warning rules to detect potential crises early, enabling swift response and mitigation in industries like finance or healthcare.
Researchers in sociology or communications use the skill to collect large datasets on public discourse. By probing data volume and paginating through results, they analyze keyword frequencies and sentiment patterns over time, supporting studies on social phenomena or media effects.
Companies offer access to GSData insights through a monthly or annual subscription, providing clients with dashboards and reports on sentiment, rankings, and account metrics. Revenue is generated from tiered pricing based on data volume and features, targeting SMEs and enterprises needing ongoing monitoring.
Agencies use the skill to deliver tailored solutions, such as integrating GSData into clients' existing systems or conducting one-off market studies. Revenue comes from project-based fees for setup, training, and analysis, serving industries like retail or government that require specific data workflows.
Developers create a user-friendly interface around the skill, offering basic features for free and charging for advanced API calls, higher limits, or write actions. Revenue is driven by upsells to power users and businesses that need extensive data scraping or automation capabilities.
💬 Integration Tip
Ensure environment variables GSDATA_APP_KEY and GSDATA_APP_SECRET are securely configured, and always test with --dry-run first to avoid API errors in production workflows.
Scored Apr 19, 2026
Use Redis effectively for caching, queues, and data structures with proper expiration and persistence.
MarkItDown is a Python utility from Microsoft for converting various files (PDF, Word, Excel, PPTX, Images, Audio) to Markdown. Useful for extracting structu...
Database Designer - POWERFUL Tier Skill
Execute SQL queries, inspect Snowflake databases, schemas, tables, views, warehouses, and data pipeline resources. Use this skill when users want to query da...
Skill Oracle — Curated documentation of quality ClawHub skills. Markdown tables telling agents which tools work and which are empty. Not an API or code library.
Database Schema Designer