A sophisticated vocabulary mastery tool that uses scientific memory algorithms and automated scheduling to ensure long-term retention of English words.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install word-memory
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 word-memory 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 Word Memory AI Assistant?
The Word Memory skill is a comprehensive learning assistant designed to transform how users acquire and retain new vocabulary. By leveraging the scientifically proven Ebbinghaus forgetting curve, it strategically schedules review sessions at optimal intervals (5m, 30m, 12h, 1d, etc.) to combat memory decay. This skill integrates seamlessly with professional dictionary APIs to provide rich context, including phonetic transcriptions, etymology, and example sentences.
Built as a part of the Openclaw Skills ecosystem, it offers a personalized learning environment where users can choose from pre-defined libraries like CET-4, GRE, or TOEFL, or even import their own custom word lists. The skill automates the tedious parts of language learning, such as tracking progress and scheduling push notifications, allowing the user to focus entirely on acquisition and mastery.
Word Memory AI Assistant Use Cases
- Preparing for standardized English examinations such as CET-4, CET-6, TOEFL, IELTS, or GRE.
- Establishing a daily habit of vocabulary expansion through automated morning word pushes.
- Testing long-term retention using various assessment modes like spelling, listening, and translation.
- Rapidly looking up word roots, suffixes, and collocations to deepen linguistic understanding.
How Word Memory AI Assistant Works
- The user initiates the skill by specifying a target word list or a daily learning goal.
- The system generates a personalized study plan, distributing new words and scheduling reviews based on the Ebbinghaus forgetting curve.
- Every day at the configured time, the skill pushes a curated list of new words and pending reviews to the user.
- During study sessions, the AI provides detailed breakdowns including definitions, roots, and synonyms.
- The skill tracks every interaction, updating a local JSON progress file to adjust word mastery levels and future review triggers based on user accuracy.
Word Memory AI Assistant Setup
To install and configure the Word Memory skill within your environment, use the following steps:
# Install the skill via the Openclaw CLI
openclaw install word-memory
# Configure your daily push time and word count
openclaw config word-memory --push-time "08:00" --daily-new 20
# Select your target vocabulary library
openclaw run word-memory --set-library "CET-6"
Word Memory AI Assistant Data Schema & Taxonomy
The skill maintains a structured local database to track learning velocity and retention metrics. Data is stored in ~/.openclaw/workspace/word-memory/progress.json with the following taxonomy:
| Field | Description |
|---|---|
word_list |
The active vocabulary set (e.g., CET-4, GRE) |
learned |
Array of word objects containing next_review timestamps and mastery scores |
statistics |
Metadata including streak_days and avg_accuracy |
review_count |
Number of times a specific word has been successfully reviewed |
Word Memory AI Assistant Advanced Features
- Multi-mode Testing: Switch between English-to-Chinese, Chinese-to-English, spelling, and optional listening tests.
- Intelligent Difficulty Scaling: Automatically identifies high-error words and prioritizes them in Focused Mode.
- Root & Suffix Analysis: Deep dives into etymology to help users understand word construction rather than just rote memorization.
- API Integration: Fetches real-time data from premium sources including Youdao, Collins, and Cambridge dictionaries.
SKILL.md
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