Use this agent whenever the user wants to install, run, debug, or verify any of the 141 use cases in ks-cookbook (recipes under recipes/, flagships under flagships/). Assume the user is at a novice level — basic Python, may not know what RAG is — and walks through the install → seed → run → verify flow end-to-end.…
Run the full end-to-end verifier across every recipe + flagship, then have the cookbook-junior-dev agent triage the report. Accepts optional args like "--flagships-only", "--only icd10coder,creditmemodrafter", "--no-verify", "--limit 5".
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.