A professional AI-driven essay correction tool that provides structured grading, scoring, and optimization advice for high school compositions.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install composition-correction
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 composition-correction 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 InkCraft Composition Correction?
The InkCraft Composition Correction skill is a specialized technical integration designed for AI agents to perform professional-level grading of Chinese Gaokao essays. By leveraging the InkCraft API, this skill allows users to submit composition prompts and student texts to receive comprehensive, structured evaluations that go beyond simple spell-checking.
As part of the Openclaw Skills ecosystem, this tool provides detailed scores across multiple dimensions, identifies highlights in writing, and offers actionable improvement suggestions. It serves as a bridge between raw student drafts and professional-grade academic feedback, ensuring that every piece of writing is analyzed with pedagogical rigor.
InkCraft Composition Correction Use Cases
- Automating the grading process for Chinese high school compositions and Gaokao practice exams.
- Providing immediate, structured feedback to students on their writing style, logic, and structure.
- Generating rewritten suggestions and optimizations for student essays to improve overall quality.
- Benchmarking student performance against specific grading dimensions used in formal examinations.
How InkCraft Composition Correction Works
- The agent identifies a user request for essay grading and ensures both the original prompt (originalText) and student essay (essayText) are provided.
- The skill initiates a POST request to the InkCraft API using the configured credentials to create a correction job.
- Upon receiving a unique job UUID, the skill enters a polling phase, checking the status of the job every few seconds.
- Once the process is marked as complete, the skill retrieves the structured data including scores, highlights, and areas for improvement.
- The final output is formatted into a developer-friendly report and presented to the user with a direct link to the InkCraft dashboard for detailed viewing.
InkCraft Composition Correction Setup
To use this Openclaw Skills integration, ensure you have an active API key from the InkCraft developer portal. Set the following environment variables:
export INKCRAFT_API_KEY="your_api_key_here"
# Optional: Override the base URL if using a private instance
export INKCRAFT_BASE_URL="https://www.inkcraft.cn"
Ensure that curl is installed on your system as it is the primary tool for API execution.
InkCraft Composition Correction Data Schema & Taxonomy
The skill processes and returns data structured for clear academic feedback:
| Field | Description |
|---|---|
originalText |
The prompt or source material provided to the student. |
essayText |
The actual text of the student's composition. |
score |
Numerical evaluation based on key dimensions. |
highlights |
2-4 points identifying the strengths of the writing. |
improvements |
2-4 points identifying specific areas needing correction. |
suggestions |
1-3 direct rewriting examples for better flow and tone. |
uuid |
Unique identifier for tracking and viewing the report online. |
InkCraft Composition Correction Advanced Features
- Multi-model support: Choose between different LLM backends such as Doubao for varied grading perspectives.
- Custom Tones: Set grading strictness levels (e.g., 'strict') to match different academic requirements.
- Structured Metadata: Every correction includes a deep-link to the InkCraft dashboard for visual review and long-term storage.
- Automated Retries: Built-in polling logic with a maximum of 3 retries to handle asynchronous API processing gracefully within the Openclaw Skills framework.
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