Runs the qlearning flow for progressive topic learning with persistent notes and Q&A history. Use when the user says "using qlearning flow", asks to follow qlearning, or wants topic-based study notes logged in a structured topic file.
Follow this workflow to teach a topic progressively while maintaining a structured topic file.
docs/learning/learning-file.md first.Treat these as strong activation signals:
using qlearning flow to ...follow qlearning flow ...use qlearning ...docs/learning/learning-file.md.docs/learning/topics/.Ensure the topic file always contains:
Use this exact shape:
### Q: <my question>
A: <your answer>
- Confidence: <low|medium|high>
- Reasoning: <short explanation of why this answer is correct>
- Related concepts: <comma-separated terms>
Treat Current Understanding as the main evolving knowledge body (not a short summary). Keep this internal structure:
For every question:
Current Understanding, including small follow-ups.Current Understanding each turn.Current Understanding.