examplebased prompting

Turn your Linux shell into an AI workbench with few‑shot prompting: teach an LLM tasks by example—no training or Python—using curl and jq. Learn a tiny Bash client, patterns for slugifying filenames, classifying logs (JSON‑only), and summarizing commits; enforce schemas, control style, reuse/version examples, add tests, and apply tips (2–3 examples, low temp) to build fast, reliable CLI automations.