Moark Text Moderations for Openclaw

A professional-grade content safety tool that leverages external AI APIs to scan and flag inappropriate or offensive text in real-time.

fchange
v1.0.0
Mar 24, 2026
0
737
0

Install & Download

1. ClawHub CLI

The fastest way to install a skill directly from the registry.

npx clawhub@latest install moark-text-moderations

2. Manual Installation

Copy the skill folder to one of these locations

Global
~/.openclaw/skills/
Workspace
<project>/skills/

Priority: Workspace > Local > Bundled

3. Prompt Installation

Copy this prompt to OpenClaw to install it automatically.

Help me install moark-text-moderations 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 Moark Text Moderations?

Moark Text Moderations is a specialized utility designed for developers who need to implement robust content safety layers within their applications. By integrating with the GITEE AI API, this tool provides a reliable mechanism for reviewing user-generated content and identifying text that may be deemed inappropriate, offensive, or harmful. As part of the ecosystem of Openclaw Skills, it emphasizes technical accuracy and seamless integration for automated moderation workflows.

This skill is particularly valuable for community managers and developers building social platforms, ensuring that all incoming text adheres to safety standards before being processed further. It serves as a critical bridge between raw user input and a moderated, safe environment.

Moark Text Moderations Use Cases

  • Automatically scanning user comments or forum posts for offensive language.
  • Pre-processing datasets for training LLMs to ensure high-quality, safe input data.
  • Real-time chat moderation for gaming or community platforms using Openclaw Skills.
  • Validating user profiles and bio descriptions against safety policies.

How Moark Text Moderations Works

  1. The user provides a text string for review along with a valid GITEE AI API key.
  2. The perform_text_moderation.py script is executed, sending the payload to the external GITEE AI moderation endpoint.
  3. The skill monitors the script output to identify the specific line beginning with the MODERATION_RESULT: prefix.
  4. It extracts the moderation status and displays it to the user using a consistent markdown format including a shield emoji.
  5. A brief summary is generated based on the specific moderation findings to provide context to the user.

Moark Text Moderations Setup

To get started with this entry in the Openclaw Skills library, ensure you have the OpenAI Python library installed and your API key ready.

# Install dependencies
pip install openai

# Set your environment variable
export GITEEAI_API_KEY="your_api_key_here"

# Run the moderation script
python scripts/perform_text_moderation.py --text "Text to analyze" --api-key $GITEEAI_API_KEY

Moark Text Moderations Data Schema & Taxonomy

The skill follows a strict output taxonomy to ensure compatibility with automated parsers:

Attribute Description Format
Prefix Required identifier for result extraction MODERATION_RESULT:
Output Format User-facing display style 🛡️[Result Text]
Input Requirement Core API Authentication GITEEAI_API_KEY (Env or Arg)
Logic Flag Script logic Parsed from stdout

Moark Text Moderations Advanced Features

  • Direct integration with GITEE AI for high-accuracy multilingual text analysis.
  • Automated environment variable detection for GITEEAI_API_KEY to simplify CLI usage.
  • Intelligent parsing logic that isolates moderation results from standard logs.
  • Support for real-time prompt repetition to maintain high fidelity to user requirements without AI hallucination.

SKILL.md


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