A lightweight educational skill designed to generate math practice problems and provide step-by-step answer analysis for children.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install math-tutor-lite
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 math-tutor-lite 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 Math Tutor Lite?
Math Tutor Lite is a specialized tool within the Openclaw Skills ecosystem tailored for elementary mathematics education. It bridges the gap between raw AI generation and structured tutoring by providing a reliable workflow for creating grade-appropriate exercises. Whether a student needs to practice fractions or wants a quick set of addition problems, this skill ensures the content is pedagogically sound and easy to understand.
The skill operates with a safety-first approach, prioritizing child-friendly language and clear explanations. It is designed to handle both automated tool-based generation and fallback prompt-based logic, ensuring that the tutoring session never stalls even if external APIs are momentarily unavailable. It provides a focused, single-session learning experience without the complexity of long-term tracking.
Math Tutor Lite Use Cases
- Generating customized math practice sets for specific grades and topics.
- Providing instant feedback and error analysis on student-submitted answers.
- Creating ad-hoc math challenges when children ask to practice math or fractions.
- Assisting parents in explaining difficult math concepts through simplified logical steps.
How Math Tutor Lite Works
- The user specifies a grade level, topic (e.g., addition), and the number of problems desired.
- The system attempts to call the stateful or lite generation tool to produce structured exercises.
- If the automated tool is unavailable or returns an error, the skill falls back to high-quality internal prompt logic to maintain the session flow.
- Problems are presented to the user without revealing answers upfront to encourage independent thought.
- Upon receiving a student's answer, the skill analyzes the input, identifies errors, and provides a structured response following a Correctness -> Error Cause -> Logical Path -> Encouragement sequence.
Math Tutor Lite Setup
To enable Math Tutor Lite in your environment, follow these installation steps using Openclaw Skills management:
# Install the math-tutor-lite skill
claw install math-tutor-lite
# Configure optional student IDs for stateful tracking
claw config math_tutor_lite --student_id student_001
Math Tutor Lite Data Schema & Taxonomy
The skill utilizes a structured data schema to ensure consistency across different AI models and Openclaw Skills integrations.
| Parameter | Type | Description |
|---|---|---|
| grade | Integer/String | Target educational level (e.g., 3, 'Grade 4') |
| topic | String | Math subject (e.g., 'addition', 'fractions') |
| count | Integer | Number of problems (default is 3-5) |
| difficulty | String | Easy, Medium, or Hard setting |
| problem_id | String | Unique identifier for stateful answer analysis |
| student_id | String | Identifier for personalized learning sessions |
Math Tutor Lite Advanced Features
- Stateful Mode: Links problems and answers to specific student IDs for more coherent individual sessions.
- Fallback Resilience: Automatically switches to prompt-based tutoring if API tools return INVALID_INPUT.
- Explicit Tool Anchoring: Prioritizes JSON-based tool calls (edu_math_generate/analyze) over raw text generation for higher accuracy.
- Educational Guardrails: Enforces child-friendly language and prevents the leaking of answers during the question phase.
SKILL.md
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