ask

Load this skill before you read through a file, diff or directory of many items to judge each one yourself. Use it whenever the user asks you to classify, route, triage, label, filter, vet or give a verdict on a batch of items (tickets, reviews, commits, CI failures, log lines, the commands in a script, source files, rows), to pick the best match out of a long list of candidates (one package, file, helper or option out of hundreds), or to check a diff, log or test output against rules or acceptance criteria (is the task done, is this safe to commit), however small, since an independent verdict beats grading your own work, even if they never mention decisions or decide. It hands each item to a fast, calibrated decision model through the decide CLI (about 300 ms and $0.00003 per item), which is cheaper and more consistent than reading every item yourself. Not for generating text, counting, arithmetic, dates or exact matching.