A comprehensive HSK Chinese learning system featuring spaced repetition mastery tracking, vocabulary exposure analysis, and adaptive quiz generation.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install hsk-skill-github-backup
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 hsk-skill-github-backup 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 HSK Learning?
The HSK Learning Skill is a sophisticated educational tool designed to integrate Mandarin Chinese acquisition directly into your AI workflow. It provides a structured framework for mastering all 2,211 words in the HSK 3.0 standard by utilizing a Spaced Repetition System (SRS) inspired by the SM-2 algorithm. This skill transforms your environment into a proactive tutor that tracks your progress across six proficiency levels.
By analyzing your existing conversation logs and memory files, the skill identifies natural exposure to Chinese characters and provides a clear picture of your linguistic development. Whether you are a beginner or an advanced learner, this addition to your Openclaw Skills collection ensures that your language study is data-driven, automated, and personalized to your specific mastery state.
HSK Learning Use Cases
- Tracking personal HSK vocabulary progress and mastery levels (unknown, learning, mastered).
- Generating adaptive quizzes that prioritize words due for review based on SRS logic.
- Analyzing Chinese language exposure within conversation logs and memory files.
- Automating the management of spaced repetition schedules for efficient long-term retention.
- Extracting performance data from quiz logs to update mastery databases without manual entry.
How HSK Learning Works
- The skill initializes a user-specific mastery database containing the full HSK 3.0 word list.
- A vocabulary tracker scans your Markdown memory files for CJK tokens to identify which words you have encountered in practice.
- The system applies an SM-2 inspired algorithm to calculate review intervals for each word based on your quiz performance.
- You can generate custom quizzes (simple, listening, reading, or writing) that focus on specific HSK levels or words due for review.
- Post-quiz, the mastery database is automatically updated, adjusting the difficulty and frequency of future study sessions.
HSK Learning Setup
Install the skill using the ClawHub CLI:
clawhub install hsk-learning
Initialize your personal mastery database to begin tracking progress:
cd skills/hsk-learning
node scripts/init-mastery-db.js
Optional: Set up your personalized configuration:
cp data/user-config.template.json data/user-config.json
Finally, restart the gateway to activate the new Openclaw Skills:
openclaw gateway restart
HSK Learning Data Schema & Taxonomy
The skill organizes its learning data using a combination of static reference files and dynamic user-specific databases:
| File | Purpose | Scope |
|---|---|---|
hsk-database.json |
Core HSK 3.0 word database and metadata | Global |
hsk-word-to-level.json |
High-speed mapping for word level categorization | Global |
hsk-mastery-db.json |
Individual user progress, SRS states, and review dates | User-Specific |
user-config.json |
Personalized preferences for quiz generation and notifications | User-Specific |
hsk-word-report.md |
Generated report summarizing vocabulary exposure in conversations | User-Specific |
HSK Learning Advanced Features
- Automated vocabulary exposure analysis that categorizes tokens by HSK level from conversation logs.
- Support for multiple quiz formats including listening and writing simulations.
- Integration with the Openclaw cron scheduler for automated mastery reporting and health checks.
- Dynamic mastery state updates that process batch quiz logs from external practice sessions.
- Filtering capabilities to focus study sessions on specific HSK levels (1-6) or review-only word lists.
SKILL.md
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