Master Memory with AI: Agent-Tutor Review Sessions

Master Memory with AI: Agent-Tutor Review Sessions

This AI agent skill offers spaced-repetition review sessions and retention tracking for subjects learned with the agent-tutor skill. It employs recall-first practice over lesson notes, adaptive FSRS-style interval scheduling, and delivers honest retention verdicts and mixed mini-quizzing in each session. It is designed for revising previous topics, checking memorization, and when review notes appear on the dashboard.

What this skill does

• Conducts recall-first review sessions based on lesson notes.
• Uses adaptive FSRS-style interval scheduling without default limits.
• Provides honest retention verdicts to aid memory retention.
• Integrates a mixed mini-quiz within each review session to aid learning.
• Operates under the path defined by the `OBSIDIAN_VAULT` environment variable or defaults to `learning/` within the current workspace.
• Manages memory states through YAML-defined intervals and ease multipliers.

Who it is for

This skill is designed for developers and teams who utilize AI coding agents like Claude Code, Cursor, and Codex and are looking to improve their memory retention efficiency.

Use cases

• Facilitating effective revision of topics learned through prior sessions.
• Providing structured, spaced-repetition review for better long-term retention of learned material.
• Using when the agent-tutor dashboard indicates that specific notes are due for review.

Technical details

• Employs agent-skills, aiapplication, and agent-tutor-review capabilities.
• The review schedule utilizes FSRS-inspired adaptive intervals, which adjust based on user engagement feedback.
• All review related content is stored within the `Learning/` directory unless otherwise specified by the `OBSIDIAN_VAULT` variable.

Source & Licence

This package is built on open-source work published by Mohamed-El-Sharqawy (Mohamed-El-Sharqawy/agent-tutor) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.