An automated Facebook engagement layer that handles posting and manages comment threads with context-aware AI responses.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install clawlite-mark
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 clawlite-mark 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 ClawLite Mark: Facebook Browser Automation?
ClawLite Mark serves as a sophisticated Facebook engagement automation layer designed for high-frequency community maintenance. Built to operate within the Openclaw Skills framework, it allows users to automate the lifecycle of social media interaction—from initial posting to deep-thread comment replies. The skill is engineered to maintain a consistent, helpful, and personal voice, ensuring that automated interactions do not feel corporate or robotic.
By utilizing browser-level automation via Playwright, ClawLite Mark interacts with Facebook exactly like a human user would, ensuring reliability and bypassing the limitations of standard API-based tools. It is an essential component for brand owners and community managers who want to leverage Openclaw Skills to maintain 24/7 engagement without manual overhead.
ClawLite Mark: Facebook Browser Automation Use Cases
- Automating the publication of value-driven posts to Facebook profiles.
- Monitoring specific posts for new comments and generating intelligent, context-aware replies.
- Managing complex comment threads to ensure community questions are answered promptly.
- Creating human-in-the-loop workflows where AI drafts social media responses for final approval.
How ClawLite Mark: Facebook Browser Automation Works
- The agent receives a command to either create a new post or monitor an existing URL for engagement.
- It launches a persistent browser profile via Playwright to navigate the Facebook interface securely.
- When analyzing comments, the agent scrapes the full thread context to ensure replies are relevant and helpful.
- The integrated AI model generates a response based on the original post content, the user's comment, and predefined brand voice guidelines.
- Depending on the configured approval mode, the agent either publishes the reply immediately or saves it as a draft for review.
- A JSON receipt is generated for every action, documenting the post URL, comment ID, and the specific text published.
ClawLite Mark: Facebook Browser Automation Setup
To integrate this agent into your Openclaw Skills workspace, ensure your environment is configured with the necessary scripts and browser profiles.
# Create the persistent browser profile directory
mkdir -p ~/.openclaw/browser/facebook-profile
# Initialize the data storage structure
mkdir -p ~/.openclaw/workspace/mark/{receipts,comments,logs}
# Ensure Playwright dependencies are installed
npm install playwright
You must also ensure that facebook-poster.mjs, facebook-comments.mjs, and facebook-reply.mjs are accessible within your scripts directory.
ClawLite Mark: Facebook Browser Automation Data Schema & Taxonomy
ClawLite Mark maintains a structured filesystem for all interactions within the Openclaw Skills ecosystem:
| Directory | Data Type | Description |
|---|---|---|
/receipts/ |
JSON | Contains facebook-action-YYYY-MM-DD.json with status and URLs |
/comments/ |
JSON | Stores post-comments-YYYY-MM-DD.json containing scraped thread data |
/logs/ |
Log Files | Error logs and troubleshooting data for automation failures |
Each receipt includes the action type, post URL, comment IDs, and the timestamp of the interaction.
ClawLite Mark: Facebook Browser Automation Advanced Features
- Multi-Mode Approval: Switch between Full Auto, Draft + Human Approve, and Query Mode for total control over community interactions.
- Threaded Context Awareness: Analyzes the entire conversation history, not just the last comment, to provide nuanced responses.
- Safety Guardrails: Built-in rules to skip controversial topics, rate-limit replies, and flag complex queries for manual intervention.
- Native Persona Integration: Seamlessly applies specific voice guidelines and brand positioning to every response generated within Openclaw Skills.
SKILL.md
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