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Install in OpenClaw
/install tutor
Description
Personalized tutoring for any age and subject with adaptive teaching, progress tracking, and parent oversight.
Usage Guidance
This skill appears coherent and self-contained, but review these practical points before installing: 1) Confirm where the agent runs — if it runs on a cloud host, session files in ~/tutor will be stored on that host; avoid storing sensitive personally identifying details there. 2) Decide how 'flag to parent/guardian' should actually work (manual notification, email, or other); the skill doesn't define a safe notification channel. 3) Set restrictive file permissions on ~/tutor and consider encryption/backups if you will store minors' personal data. 4) If you need auditability, verify how reports are delivered and who can access them. 5) Follow the skill's academic-integrity rules (it will avoid giving direct answers) and avoid using it to complete graded submissions. If you want stronger assurances, ask the publisher for clarification on escalation mechanics and data retention policies.
Capability Analysis
Type: OpenClaw Skill
Name: tutor
Version: 1.0.0
The OpenClaw AgentSkills bundle for the 'Tutor' skill is classified as benign. All instructions for the AI agent, primarily found in SKILL.md and safety.md, are clearly aligned with its stated purpose of personalized tutoring. File system operations are strictly confined to the designated `~/tutor/` directory for storing learner profiles, session logs, and progress reports. There is no evidence of data exfiltration, unauthorized command execution, persistence mechanisms, or prompt injection attempts designed to subvert the agent's core function or access sensitive data outside its defined scope. The safety and ethical guidelines are robust and explicitly instruct the agent to avoid harmful behaviors and escalate serious concerns responsibly.
Capability Assessment
Purpose & Capability
Name/description (personalized tutoring, progress tracking, parent oversight) align with the instructions and the declared storage layout; required capabilities are limited to reading/writing local learner files and producing reports — reasonable for the stated purpose.
Instruction Scope
Instructions are explicit about reading/writing files under ~/tutor/{learner}/ and logging sessions. There is an ambiguous escalation instruction to 'flag immediately to parent/guardian' that does not specify the mechanism (file, UI notification, email, or external endpoint). No network endpoints, hidden code, or env-var access are present in the instructions.
Install Mechanism
Instruction-only skill with no install spec and no code files — minimal risk from installation. Nothing is downloaded or written by an installer step.
Credentials
The skill requests no environment variables, credentials, or config paths. All required data is local and stored under a dedicated ~/tutor/ directory, which is proportionate to a tutoring tool.
Persistence & Privilege
Skill persists data to the user's home (~ /tutor) on normal runs (creates files like sessions.jsonl and progress.json). always:false and no elevated privileges are requested. Users should be aware data is stored persistently and consider file permissions and host environment (local vs cloud).
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install tutor - After installation, invoke the skill by name or use
/tutor - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Tutor?
Personalized tutoring for any age and subject with adaptive teaching, progress tracking, and parent oversight. It is an AI Agent Skill for Claude Code / OpenClaw, with 1163 downloads so far.
How do I install Tutor?
Run "/install tutor" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Tutor free?
Yes, Tutor is completely free (open-source). You can download, install and use it at no cost.
Which platforms does Tutor support?
Tutor is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Tutor?
It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.
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