A specialized linguistic tool for correcting Chinese sentence structure and punctuation errors with minimal surgical edits.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install chinese-punctuation-sentence-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 chinese-punctuation-sentence-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 Chinese Punctuation Sentence Correction?
The Chinese Punctuation Sentence Correction tool is a high-precision linguistic asset designed for Openclaw Skills. It focuses on the technical nuances of Chinese typography and grammar, specifically targeting common misuses of marks like the comma (，), pause mark (、), and semicolon (；). Unlike generic AI writing assistants that often rewrite content entirely, this skill prioritizes the author's original voice and intent.
By utilizing a hierarchical approach to error detection, the skill identifies structural weaknesses in sentences where punctuation is the primary cause of confusion. It adheres to national standards to ensure that formal documents, academic papers, and professional manuscripts meet the highest levels of grammatical integrity within the Openclaw Skills ecosystem.
Chinese Punctuation Sentence Correction Use Cases
- Correcting ill-formed sentences (改病句) in academic or professional writing.
- Batch proofreading manuscripts to ensure national standard punctuation compliance.
- Fixing hierarchy issues between different marks like colons and semicolons in complex sentences.
- Providing detailed linguistic explanations for punctuation changes for educational purposes.
- Resolving mixed punctuation-and-grammar errors without altering the author's original style.
How Chinese Punctuation Sentence Correction Works
- The agent reads the entire input string to establish the intended semantic meaning and tone.
- It scans for punctuation-specific errors based on a prioritized hierarchy (。？！ before ： before ，).
- Minimal edits are applied to resolve structural issues; wording is only adjusted if punctuation changes alone fail to fix the sentence.
- A final check ensures quote pairing, punctuation hierarchy, and sentence flow are consistent.
- The corrected text is returned in the requested format (direct correction or detailed explanation).
Chinese Punctuation Sentence Correction Setup
To integrate this capability into your workflow using Openclaw Skills, ensure the skill file is located in your agent's skill directory:
# Example of triggering the skill via command line
openclaw run chinese-punctuation-sentence-correction "理论，来源于实践，实践，要靠理论来指导。"
Ensure that the file references/punctuation_rules.md is accessible in the local path for the agent to reference the national standard rules.
Chinese Punctuation Sentence Correction Data Schema & Taxonomy
The skill utilizes a structured reference system to maintain accuracy:
| Data Component | Format | Description |
|---|---|---|
| Input Sentence | String | Raw Chinese text containing potential errors. |
| Reference Rules | Markdown | National standard rules found in references/punctuation_rules.md. |
| Error Categories | Taxonomy | Classification including 逗号误用, 顿号误用, etc. |
| Correction Output | Text/JSON | The surgically corrected sentence or detailed analysis object. |
Chinese Punctuation Sentence Correction Advanced Features
- Minimal Edit Protocol: Guaranteed preservation of original register and authorial intent.
- Multi-mode Output: Support for both silent direct correction and educational 'problem-reason-solution' breakdowns.
- Rule Hierarchy Enforcement: Automatically prioritizes major sentence breaks (？！) over minor pauses to ensure logical flow.
- Contextual Awareness: Differentiates between stylistic choices and objective grammatical errors in Openclaw Skills.
SKILL.md
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