A high-scale Reddit intelligence skill for deep analysis of posts, threaded comments, user activity, and curated feeds.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install keyapi-reddit-content-analytics
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 keyapi-reddit-content-analytics 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 KeyAPI Reddit Content Analytics?
The keyapi-reddit-content-analytics skill provides comprehensive Reddit content intelligence using the KeyAPI MCP service. It enables developers to retrieve detailed post data, traverse complex nested comment threads, and monitor user activity or curated feeds (home, popular, games, news) through a unified interface. Designed for researchers and developers using Openclaw Skills, it streamlines the process of harvesting structured social data without the overhead of manual scraping.
This skill is particularly effective for those needing to audit specific communities or track viral trends across the platform. By utilizing a cache-first workflow and providing sanitized data options, it ensures that your data collection is both efficient and ready for immediate downstream processing in your AI workflows.
KeyAPI Reddit Content Analytics Use Cases
- Automating large-scale sentiment analysis across trending subreddits.
- Mapping deep threaded discussions by traversing nested sub-comments using cursors.
- Auditing user engagement patterns and historical posting behavior.
- Monitoring community highlights and pinned content for competitive intelligence.
- Harvesting batch data for up to 30 posts simultaneously for market research.
How KeyAPI Reddit Content Analytics Works
- Target identification: Identify the post, user, or subreddit of interest, ensuring all IDs use mandatory prefixes (t3_ for posts, t1_ for comments).
- Schema verification: Inspect tool parameters and available options using the KeyAPI MCP server scripts.
- Data retrieval: Execute API calls via the CLI to fetch single or batch details, using the need_format parameter for cleaned outputs.
- Thread traversal: If sub-comments exist, use the provided more.cursor value to recursively fetch deeper replies.
- Cache management: Automatically persist results in a date-structured local cache to prevent redundant API calls and optimize performance within Openclaw Skills.
KeyAPI Reddit Content Analytics Setup
To get started with this skill, ensure you have Node.js v18+ installed and follow these steps:
# 1. Install required dependencies
npm install
# 2. Set your KeyAPI token (get one at keyapi.ai)
export KEYAPI_TOKEN=your_token_here
# 3. Verify the connection by listing available tools
node scripts/run.js --platform reddit --list-tools
KeyAPI Reddit Content Analytics Data Schema & Taxonomy
The skill organizes data in a structured local cache and returns JSON responses based on the Reddit APP API schema:
| Data Type | Description |
|---|---|
| Post Metadata | Includes title, author, subreddit, score, upvote ratio, and flair. |
| Comment Forest | Nested tree structure of comments with engagement metrics and parent/child relationships. |
| Cursors | Pagination markers (after or more.cursor) used for fetching subsequent data pages. |
| Sanitized Output | Cleaned text and metadata when the need_format parameter is set to true. |
| Local Cache | Stored in .keyapi-cache/YYYY-MM-DD/ categorized by tool name and parameter hash. |
KeyAPI Reddit Content Analytics Advanced Features
- Large-batch harvesting supporting up to 30 posts per single API request.
- Recursive sub-comment traversal for deep thread mapping.
- Robust error handling with automatic 3-strike retry logic for server-side errors.
- Feed monitoring for specialized categories including Gaming, News, and Popular feeds.
- Seamless integration into multi-agent workflows via the Openclaw Skills standard.
SKILL.md
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