A read-only analytical assistant designed to query, track, and analyze Lemon8 post, user, and trend data via the MaxHub API.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install lemon8-aggregate-scraper
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 lemon8-aggregate-scraper 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 MaxHub Lemon8 Data Assistant?
The MaxHub Lemon8 Data Assistant is a robust tool within the Openclaw Skills registry designed to bring comprehensive social intelligence to AI agents. It leverages the legitimate, read-only MaxHub API (hosted at https://www.aconfig.cn) to retrieve extensive Lemon8 platform data, including search results, discovery feeds, post details, user profiles, comments, hot topics, and keyword rankings. This integration allows developers and marketers to seamlessly extract consumer insights and trends without platform friction.
By integrating this tool into Openclaw Skills, developers gain a standardized, structured protocol for accessing foreign lifestyle and trends data. The skill automatically handles multi-endpoint orchestration, complex search queries, and content evaluation, transforming raw JSON payloads into humanized, actionable business intelligence.
MaxHub Lemon8 Data Assistant Use Cases
- Overseas Lifestyle & Consumer Trends: Analyze e-commerce trends on Lemon8 to understand foreign user consumer preferences and product-seeding strategies.
- Content Strategy Optimization: Study top-performing content, high-engagement notes, and audience reaction patterns to optimize marketing campaign structures.
- Influencer Research: Extract deep statistics about user profiles, follower/following demographics, and comment feedback.
- Keyword & Topic Tracking: Track trending search queries, discovery banners, and hot topics dynamically to keep pace with social momentum.
How MaxHub Lemon8 Data Assistant Works
- Credentials Validation: The skill checks if the MAXHUB_API_KEY environmental variable is active and configured.
- Orchestration Complexity Route: Evaluates whether the incoming query is simple (1 API call) or deep (multiple API orchestration calls).
- Intent and Action Mapping: Classifies user intent into targeted categories (Search & Discover, Post & User, Tools, or Deep Dive) and action modes (Browse, Analyze, Compare).
- Autonomous Execution & Parallel Queries: Executes calls dynamically. Independent calls are made in parallel while error-handling routines (such as version fallbacks and retries) run silently in the background.
- Post-Processing & Output Localization: Normalizes values, strips HTML tags, and converts numerical formatting (e.g., K/M/B for English; 万/亿 for Chinese) based on the user's localized preferences.
MaxHub Lemon8 Data Assistant Setup
To run the Lemon8 query engine inside your Openclaw Skills workflow, you need to sign up for a MaxHub API key at https://www.aconfig.cn and define the environment configuration.
1. Requirements
- Active account at MaxHub
- Host CLI tools:
curl
2. Configuration Settings
Configure the access token within your system environment:
# Via OpenClaw / ClawHub CLI
openclaw config set skills.entries.maxhub-lemon8.apiKey "YOUR_MAXHUB_API_KEY"
# Or configure standard environmental variable
export MAXHUB_API_KEY="YOUR_MAXHUB_API_KEY"
3. API Execution Example
You can verify the configuration and execute read-only queries with the command below:
# Construct authorization header
maxhub_auth_header="Authorization: Bearer ${MAXHUB_API_KEY}"
# Query Lemon8 Hot Search Keywords
curl -s "https://www.aconfig.cn/api/v1/lemon8/fetch_hot_search_keywords" \
-H "$maxhub_auth_header"
MaxHub Lemon8 Data Assistant Data Schema & Taxonomy
The skill maps data requests across multiple specialized functional scopes, processing read-only JSON structures returned by the MaxHub backend.
Core Endpoint Schemes
| Focus Area | Reference File | Trigger Keywords | Primary Target Endpoints |
|---|---|---|---|
| Search & Discover | references/api-search-discover.md |
Search, discover, banners, hot keys | fetch_search, fetch_discover_banners, fetch_discover_tab, fetch_hot_search_keywords |
| Post & User | references/api-post-user.md |
Post, user profile, comment, topic | fetch_post_detail, fetch_post_comment_list, fetch_user_profile, fetch_topic_post_list |
| Tools | references/api-tools.md |
Link share, ID extraction | get_item_ids, get_user_ids |
Numerical Representation Schemas
All processed numeric outputs conform automatically to localized configurations:
- English Output: Humanized utilizing standard international suffixes (
Kfor thousands,Mfor millions,Bfor billions). - Chinese Output: Structured utilizing traditional domestic scale suffixes (
万for ten-thousands,亿for hundred-millions).
MaxHub Lemon8 Data Assistant Advanced Features
- Intelligent Version Downgrade Engine: Upon receiving specific upstream response flags (like 404 Not Found, 410 Gone, or 500 Server Error), the skill dynamically falls back across up to 3 legacy or alternate versions of the same query path.
- Parallel Multi-Endpoint Orchestration: Performs deep analyses by systematically planning multi-step queries, running non-dependent API endpoints in parallel to reduce latency.
- Zero-Write Safe Compliance: Engineered strictly for compliant data analysis, bypassing any state modifications, account manipulations, or write operations.
- Adaptive Locale Conversions: Automatically strips dirty platform HTML tags from returned fields and translates response structures dynamically based on query origins.
SKILL.md
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