An AI-powered social media monitoring tool called Secretary has been launched. It automates the tracking and analysis of social media content, delivering results in Markdown format to WeChat. According to AIbase, Secretary supports Truth Social and X (formerly Twitter), allowing users to customize analysis themes (e.g., finance, politics, technology) for different accounts and enable targeted multi-team distribution. Its release has generated significant interest among developers and enterprise users, and the tool is now open-source on GitHub.
Core Features: Multi-Platform Tracking and Customized Analysis
Secretary uses AI to streamline social media content monitoring and analysis, providing an efficient automated solution. AIbase has outlined its key features:
Multi-Platform Content Tracking: Supports real-time content retrieval from Truth Social and X, covering the latest updates from specified accounts to ensure no crucial information is missed.
Customizable Analysis Themes: Users can set different analysis directions for tracked content, such as finance (market trends, investment opportunities), politics (public opinion, policy interpretation), or technology (technological innovation, industry progress), generating targeted insights.
Flexible Multi-Account Configuration: Supports simultaneous monitoring of multiple accounts, each with independently configurable analysis keywords. This caters to diverse needs, such as setting "AI technology trends" analysis for a tech blogger and "stock market fluctuation interpretation" for a financial media outlet.
Markdown Format Push Notifications: Analysis results are output in structured Markdown format, including posting time, original content, automatic English translation (if the original is in English), analysis results, and summary, facilitating easy reading and archiving.
Intelligent Multi-Target Push Notifications: Supports pushing to personal WeChat or multiple enterprise WeChat robots. Users can configure different push targets for different accounts, such as sending financial analysis to the investment team and technology analysis to the R&D team.
AIbase notes that in community testing, when a user configured "generative AI trends" analysis for a tech blogger, Secretary successfully retrieved their X posts and generated a report including technical highlights and market impact, pushing it to enterprise WeChat, demonstrating its efficiency and accuracy.
Technical Architecture: AI-Driven and Open-Source Ecosystem
Secretary is built on advanced AI models and open-source frameworks, integrating social media APIs and the WeChat ecosystem. AIbase analysis indicates its core technologies include:
Content Retrieval Engine: Uses the X and Truth Social APIs to extract posts from specified accounts in real time, supporting concurrent monitoring of multiple accounts with high retrieval efficiency.
AI Analysis Module: Integrates large language models (such as Grok or similar technologies) to perform semantic analysis and topic mining based on user-defined keywords, generating structured insights.
Automatic Translation Feature: For English content, it uses neural machine translation (NMT) technology to provide accurate Chinese translations, adapting to cross-lingual scenarios.
WeChat Push Interface: Supports enterprise WeChat robots and personal WeChat notifications, combined with Markdown rendering, to ensure the formatting and readability of pushed content.
Open Source and Extensibility: The code is hosted on GitHub (github.com/secretary-ai), providing detailed documentation and configuration guides. Developers can extend functionality based on Python or adapt it to other platforms.
AIbase believes that Secretary's open-source design and modular architecture make it easy to integrate into enterprise workflows, similar in versatility to MCP toolboxes but focused on the vertical domain of social media analysis.
Application Scenarios: Empowering Enterprise and Personal Content Management
Secretary's versatility makes it suitable for various social media and enterprise scenarios. AIbase summarizes its main applications:
Finance: Monitor financial bloggers or media accounts, analyze stock market dynamics, investment opportunities, or macroeconomic trends, and push to investment teams to facilitate rapid decision-making.
Politics and Public Opinion: Track political figures or news accounts, analyze policy changes or public sentiment, and push to PR teams to optimize crisis management and public opinion guidance.
Technology and Innovation: Retrieve content from technology leaders or industry media, analyze cutting-edge technology advancements such as AI and blockchain, and push to R&D teams to inspire product innovation.
Content Creators: Social media creators can monitor competitor activities, analyze trending topics and content trends, and generate reports to optimize their creative strategies.
Multinational Corporations: Utilize the automatic translation function to track overseas account content and generate Chinese analysis reports, reducing language barriers.
A community case study shows that an investment institution used Secretary to monitor financial bloggers on X, setting the analysis theme to "US stock trends." The generated Markdown report included the original text, translation, and market predictions, directly pushed to the enterprise WeChat investment group, significantly improving decision-making efficiency. AIbase observes that its multi-team push function is similar to Sprout Social's enterprise collaboration model, but it offers a greater advantage in customized analysis.
Getting Started: Quick Deployment and Configuration
AIbase understands that Secretary is now open-source on GitHub and requires a basic Python environment and WeChat API configuration for deployment. Users can quickly get started by following these steps:
Clone the GitHub repository (github.com/secretary-ai), install Python 3.8+ and dependent libraries (such as requests, transformers);
Configure X and Truth Social API keys, add target account IDs and analysis keywords (such as "analyze technology trends and market impact");
Set WeChat push targets (personal WeChat or enterprise WeChat robot), and assign push groups to different accounts;
Run the script to retrieve content in real time, generate Markdown analysis reports, and automatically push them to the specified WeChat.
The community recommends setting clear keywords for each account to optimize analysis quality and regularly updating API keys to ensure stable retrieval. AIbase reminds users that initial deployment requires ensuring that the network environment supports access to the X and Truth Social APIs, and the push frequency can be adjusted as needed to avoid WeChat restrictions.
Community Feedback and Improvement Directions
Following its release, the community has highly praised Secretary's automated analysis and multi-team push features. Developers call it "transforming social media monitoring from tedious manual work into an intelligent process," particularly highlighting its performance in customized analysis in the finance and technology sectors. However, some users point out that the tool currently only supports X and Truth Social, suggesting expansion to platforms like Instagram and LinkedIn. The community also looks forward to support for video content analysis and richer report visualization (such as embedding charts). The development team responded that the next version will optimize multi-platform compatibility and enhance Markdown rendering effects. AIbase predicts that Secretary might integrate with Jimeng 3.0 or MCP universal toolboxes to build a more comprehensive AI content ecosystem.
Future Outlook: The Intelligent Wave of Social Media Analysis
The launch of Secretary marks the in-depth application of AI in social media analysis. AIbase believes that its customized analysis and multi-target push features fill the gap in in-depth topic mining in traditional tools (such as Hootsuite, Sprout Social), making it particularly suitable for enterprises and social media professionals who need rapid insights. The community is already discussing its integration with ComfyUI or enterprise CRM systems to build a closed-loop workflow from content retrieval to analysis and action. In the long term, Secretary may launch a cloud-based SaaS version, providing subscription-based APIs and more powerful multimodal analysis (such as images and videos). AIbase looks forward to the iteration of Secretary in 2025, especially breakthroughs in global platform support and real-time analysis speed.
Project Address: https://github.com/zkd8907/secretary
