Guided Study

Hand your agent a repo or a folder of lecture PDFs and get a tutor instead of a summary.

How it works

• The agent reads everything first, then builds a short syllabus and a one-time list of files you can skip entirely (config, generated code, vendored libraries).
• Each turn covers one unit (1-2 code files or one PDF): a reading guide of under 100 words with "read closely" and "skim" line ranges, at most three key terms, and 3-4 questions ordered by line number, so a single pass through the file answers them all.
• It waits for your answers, grades them by quoting you and citing line numbers, and moves on only once the idea has clicked.
• Progress and a log of your mistakes are saved to a notes file, so you can continue in a later session. The full overview comes at the end.

MIT licensed.