studylog-agent

PLATO Study Partner Agent — tracks student and researcher learning progression as tiles in PLATO.

Every lesson is logged as a tile. Later agents can "don the shell" and continue from prior sessions. Self-improving curriculum via agent learning from past sessions.

Features

• Session Logging: Record study topics, concepts, questions, and understanding level
• Shell Resume: Don the shell to continue from where you left off
• Concept Mastery Tracking: Track which concepts have been covered and how many times
• Study Suggestions: Get AI-suggested next topics based on your history
• History & Stats: View past sessions and mastery statistics

Installation

pip install studylog-agent

Usage

# Interactive study session
studylog

# Resume last session (don the shell)
studylog --resume

# Show study history
studylog --history

# Suggest next lesson
studylog --suggest

# Show concept mastery stats
studylog --stats

PLATO Integration

studylog-agent communicates with the PLATO tile server at http://localhost:8847. Each study session is submitted as a tile to the studylog-ai room. Tiles store:

• domain: studylog-ai
• question: Topic being studied
• answer: Structured data with concepts, questions, understanding level, notes, next steps, and resources

Architecture

studylog_agent/
├── __init__.py    # Core StudyLogAgent class
├── cli.py         # CLI entry point
├── pyproject.toml
└── README.md

License

MIT