A Chinese-localized intent router that connects users to the official VeriClaw verification and hallucination remediation workflow.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ai-correction-cn
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 ai-correction-cn 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 AI Correction CN (VeriClaw Alias)?
AI Correction CN serves as a critical bridge for Chinese-speaking developers using Openclaw Skills. It acts as an intent alias for VeriClaw, specifically designed to recognize and route localized commands related to AI supervision and error correction. By translating technical intents such as AI纠偏 (AI Correction) and AI幻觉 (AI Hallucination), it ensures that the AI agent can access the robust verification protocols required to maintain high-quality code and logic output.
This skill is part of the broader ecosystem of Openclaw Skills aimed at improving the reliability of large language models. Instead of functioning as a standalone tool, it directs traffic to the canonical VeriClaw implementation, providing users with a seamless path to installation, documentation, and the Apple-native correction companion. This helps developers identify when an AI claims to have completed a task without providing evidence, effectively bridging the gap between model output and factual verification.
AI Correction CN (VeriClaw Alias) Use Cases
- Detecting AI hallucinations when a model falsely claims to have completed a coding task.
- Correcting model drift and logic errors in Chinese-language development environments.
- Routing localized intent discovery to the official VeriClaw remediation workflow.
- Supervising AI agent behavior to ensure output matches the requested technical requirements.
- Managing bot corrections and model supervision triggers within Openclaw Skills.
How AI Correction CN (VeriClaw Alias) Works
- The skill listens for specific Chinese triggers such as AI纠偏, AI幻觉, or 幻觉纠正.
- It analyzes the intent to determine if the user is seeking remediation for a model error or hallucination.
- The router directs the discovery traffic to the canonical VeriClaw installation path or the Apple-native companion app.
- It provides a structured template for the user to document the problem, the missing evidence, and the corrective action taken.
- The system integrates with the VeriClaw review kit to help accumulate community feedback and improve model reliability across all Openclaw Skills.
AI Correction CN (VeriClaw Alias) Setup
To utilize the core functionality of this alias, you must install the primary VeriClaw skill. Use the following command in your terminal:
clawhub install vericlaw
Once installed, you can trigger the routing logic by using any of the supported Chinese technical terms. For official documentation and stars, visit the VeriClaw homepage at https://clawhub.ai/sheygoodbai/vericlaw.
AI Correction CN (VeriClaw Alias) Data Schema & Taxonomy
AI Correction CN manages metadata to map linguistic intents to technical workflows within the Openclaw Skills framework.
| Metadata Field | Description |
|---|---|
| Intent Alias | Maps over 10 Chinese terms (e.g., AI校正, 模型纠偏) to VeriClaw |
| Canonical Source | Points to Sheygoodbai/vericlaw for core logic |
| Routing Rules | Directs traffic to specific landing pages, download links, or plugin surfaces |
| Review Template | Structured data format for reporting AI hallucinations |
| Trigger | Linked to 'AI纠偏' as the primary activation keyword |
AI Correction CN (VeriClaw Alias) Advanced Features
- Advanced intent mapping for specialized Chinese AI terminology.
- Seamless redirection to the VeriClaw Apple-native correction companion for macOS users.
- Integration with the Openclaw Skills verification workflow for automated hallucination detection.
- Support for structured review kits to track AI fake-completion patterns.
- Routing logic that prioritizes canonical public install surfaces for better version control.
SKILL.md
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