Quanta Learn

A personal learning index: ingest material into reading-list, archive solutions in solved-list, and keep reusable pieces in tool-list.

Repository: github.com/fooSynaptic/quanta-learn

This repo may include solutions and experiment notes for Reinforcement Learning from Human Feedback (rlhf-book).

Features

• Four lists: reading-list → solved-list → tool-list (plus problem-list for open work)
• Read-only Chrome bookmark / history / session import into the reading index
• Local dashboard: python3 dashboard/server.py → http://127.0.0.1:8765/

Quick Start

git clone https://github.com/fooSynaptic/quanta-learn.git
cd quanta-learn
pip install -r requirements.txt
bash scripts/init_local_catalog.sh

Domains

Domain	reading	solved	tool
rlhf-book	reading-list/rlhf-book	solved-list/rlhf-book	tool-list/rlhf-book

Documentation

Document	Content
DESIGN.md	Digestion loop, data flow, roadmap
AGENTS.md	Agent protocol
docs/UI-DESIGN.md	Dashboard UI
docs/TODO.md	Backlog
catalog/README.md	Local catalog setup

Maintenance

export CHROME_USER_DATA_DIR="<your-browser-profile-dir>"
python3 scripts/import_chrome_sources.py
python3 scripts/classify_reading_items.py
python3 scripts/reading_to_problem.py
python3 scripts/sync_catalog_from_legacy.py
python3 scripts/build_dashboard_stats.py

Dependencies

Python 3.10+:

pip install -r requirements.txt
pip install -r requirements-dev.txt

ruff check scripts dashboard tests tool-list
python3 -m pytest tests/ -q