Prepare Python Recipe

Master orchestration skill. Runs the other Python-recipe skills in the right order, with the right inputs, in a single pipeline. Use when the user wants a recipe brought fully up to standard in one go.

This is an interactive skill. It's expected to pause and ask questions when doing so genuinely improves the outcome — not just at the fixed checkpoints below, but any time a phase's output is ambiguous, surprising, or would benefit from a judgment call. See rule 5 (fixed checkpoints) and rule 6 (judgment-based interruptions) for the difference.

Canonical placeholder strings

Two ownership placeholders are written by generate-manifest and enforced by tools/validate_manifest.py. They must be the EXACT strings below — never invent, translate, or rephrase them:

OWNERSHIP_TEAM_PLACEHOLDER = "TODO: Replace with your team name"
OWNERSHIP_POC_PLACEHOLDER  = "TODO: Replace with your GitHub user ID"

generate-manifest is the single source of truth for these values. This skill NEVER replaces them mid-pipeline — they are intentionally left in place so CI validation fails until a human fills them in. Replacing them lives in the user's post-pipeline TODO list (see the summary's "What you still need to do" section).