Read examples/feedback-workflow/START.md. For a single one-off question, first consider giving the files directly to your usual Agent. To use the repeatable local workflow, work inside examples/feedback-workflow/ with Python and an already signed-in Codex CLI. Run python3 run.py --input examples/first/feedback_export.csv --context examples/first/collection.md --out results/first. Open the saved report and follow its item links. For your own batch, replace the two input paths and choose a fresh output directory. Send only authorized material to the model. Do not publish or schedule anything. Keep ambiguous interpretations tentative; this package validates structure and computes counts, not the truth of the model's judgment.