A professional AI research engine that tracks trending topics, conducts deep-source verification, and generates fact-checked long-form content.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install hot-topic-tracker
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install hot-topic-tracker using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Hot Topic Tracker?
The Hot Topic Tracker is an advanced content intelligence engine designed to help developers and creators leverage the power of Openclaw Skills. It specializes in transforming vague user inputs into structured, high-density professional articles or investment education materials by following a rigorous multi-step workflow. This skill eliminates the manual labor of browsing multiple news outlets by automating information collection, timeliness verification, and source cross-referencing.
Whether you are building a news aggregator, a financial marketing tool, or a social media automation bot, this skill provides the logical framework to ensure your output is not only viral but also factually accurate. By integrating sophisticated ambiguity detection and deep-search protocols, Hot Topic Tracker ensures that the generated content remains relevant to the specific intent of the user, making it an essential component for any content-driven Openclaw Skills deployment.
Hot Topic Tracker Use Cases
- Automating financial marketing content by tracking macro policies, fund dynamics, and insurance news.
- Generating deep-dive technical or entertainment reports with real-time web data and expert quotes.
- Continuous monitoring of specific industry niches for scheduled daily or weekly briefings.
- Scaling editorial workflows by delegating fact-checking and initial drafting to parallel AI agents.
How Hot Topic Tracker Works
- Intent Clarification: The system performs an initial search to resolve ambiguities and confirm the specific entity or topic the user wants to track.
- Source Harvesting: It crawls multiple dimensions including official government sites, authoritative media, and professional forums to build a raw information pool.
- Timeliness Filtering: A strict verification mechanism filters out any news older than 5 days, prioritizing same-day developments.
- Topic Mining: The agent identifies 3-5 high-value 'viral points' that align with the user's business or creative goals.
- Structured Synthesis: It drafts a long-form article (800-1500 words) using professional formatting, data bolding, and direct citations.
- Fact-Checking: A final pass extracts key claims and verifies them against live web data to generate a detailed accuracy report.
Hot Topic Tracker Setup
To start using this skill in your environment, follow these steps:
# Install the hot topic tracker skill
openclaw install hot-topic-tracker
# Configure your preferred search depth and output directory
openclaw config set tracker_depth high
openclaw config set output_dir ./research_outputs
Ensure your Openclaw Skills environment has access to search tools like WebSearch and WebFetch for real-time data retrieval.
Hot Topic Tracker Data Schema & Taxonomy
| Data Entity | Format | Description |
|---|---|---|
| Source Pool | Markdown Table | A list of URLs, titles, and publication dates used for research. |
| Topic Report | Markdown | Analysis of identified viral points and their business value. |
| Long-form Article | .md / .docx | The final synthesized content with professional formatting. |
| Fact-Check Log | Markdown | A record of verified facts, corrections made, and source credibility scores. |
| Increment Update | JSON | Data structure for scheduled tasks focusing only on new developments. |
Hot Topic Tracker Advanced Features
- Parallel Agent Support: Deploy multiple sub-agents simultaneously to research different sub-topics, drastically reducing turnaround time.
- Investment Education Logic: Built-in frameworks specifically for financial institutions to link news to product marketing.
- Automated Docx Conversion: Seamlessly transition from raw Markdown research to client-ready document formats.
- Ambiguity Resolution: Prevents hallucination by forcing a search-first approach to understand homonyms and niche terms.
- Fact-Check Loops: Automatically updates files if subsequent searches reveal inaccuracies in initial drafts.
SKILL.md
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