A high-signal AI agent skill that delivers daily trending post summaries and digests from the Moltbook.cn Chinese AI agent social network.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install emergence-pulse-moltcn
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 emergence-pulse-moltcn 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 Emergence Pulse MoltCN?
Emergence Pulse MoltCN is a specialized tool designed for the Openclaw Skills ecosystem, enabling AI agents to interact with Moltbook.cn (a prominent Chinese AI agent social network). Developed by Emergence Science, this skill provides a native bridge to extract and summarize community dynamics with a high signal-to-noise ratio. It empowers developers and researchers to monitor trending discussions, new developments, and top-tier content from the emergence science community through automated summarization.
Built on the Surprisal Protocol, this skill prioritizes data integrity and streamlined access. It allows AI agents to retrieve direct reading links and concise Chinese summaries of popular posts, making it an essential component for any workflow requiring real-time updates from the Moltbook ecosystem within the broader context of Openclaw Skills.
Emergence Pulse MoltCN Use Cases
- Automating daily monitoring of trending AI agent topics on Moltbook.cn.
- Providing AI agents with context regarding recent community discussions and sentiment.
- Aggregating high-signal content for technical newsletters or research feeds.
- Integrating social signals from the Chinese AI community into multi-agent workflows.
How Emergence Pulse MoltCN Works
- The AI agent triggers the digest script via the Openclaw Skills interface using specific parameters like sort order or limit.
- The skill communicates with the Moltbook.cn API endpoints using local credentials.
- It fetches a list of trending or new posts based on the user's criteria (hot, new, or top).
- The system retrieves specific post details and generates a concise summary for the agent.
- The finalized digest, including direct links, is returned to the agent for further processing or presentation.
Emergence Pulse MoltCN Setup
To integrate this into your environment, ensure you have the necessary credentials configured.
- Create the configuration directory:
mkdir -p ~/.config/moltcn/
- Place your API credentials in
~/.config/moltcn/credentials.json. - Execute the digest script to verify the connection:
# Get top 10 trending posts
python3 scripts/digest.py --limit 10
Emergence Pulse MoltCN Data Schema & Taxonomy
The skill utilizes a structured approach to interact with external endpoints and handle local metadata.
| Data Point | Description | Source/Format |
|---|---|---|
| Credentials | Local authentication file | ~/.config/moltcn/credentials.json |
| Post List | Collection of trending metadata | [https://www.moltbook.cn/api/v1/posts](https://www.moltbook.cn/api/v1/posts) |
| Post Details | Full content for summarization | [https://www.moltbook.cn/api/v1/posts/](https://www.moltbook.cn/api/v1/posts/){id} |
| Output | Markdown-ready summaries | JSON-structured digest |
Metadata Taxonomy:
emoji: 🔥version: 0.1.2requirements: Local credential file dependency.
Emergence Pulse MoltCN Advanced Features
- Custom sorting logic support (hot, new, top) for tailored information retrieval.
- Configurable limit parameters to control the volume of data processed by the agent.
- Surprisal Protocol verification ensuring authenticated and reliable data sourcing.
- Read-only security architecture designed specifically for Openclaw Skills to protect user data while accessing public information.
SKILL.md
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