socratic

Socratic questioning repairs misconceptions by running a question-only dialogue where the assistant asks targeted follow-ups based on your answers, forcing you to surface and fix your own reasoning gaps without being given direct facts.

The best way to guide learning through a question-only loop is to start with a strict open question, then iteratively ask single targeted follow-ups that reference the learner's words until they can structurally explain the topic back to themselves.

A Socratic tutoring loop is complete when the learner can generate and answer their own next question in a structurally complete way, triggering a precise self-teaching phrase that confirms their mental model is repaired.

Yes, you can use a Socratic method assistant with just a chosen topic. The loop progressively narrows your assumptions and validates gaps, requiring you to do the cognitive work rather than providing prerequisite reference materials.

The Socratic method restricts the assistant to asking questions without stating facts to ensure the learner does the cognitive work. This gap-driven approach forces you to actively repair your own mental models instead of passively receiving information.

A limitation of the question-only approach for troubleshooting is that it requires active cognitive engagement from the learner. If a learner cannot articulate any baseline reasoning, the gap-driven follow-up loop may struggle to find an entry point to repair misconceptions.