adminandClaude Opus 4.7 71e2317462 docs: phase 9 + thin phase 4 design spec ...

Captures brainstorm decisions for the meal-planner algorithm and the
minimum recipe-engine surface needed to feed it:

- 6 hard constraints (blocklist, never_suggest, recency N=4, calories
  +/-20%, time <=45min, cost <=$30)
- Top-K=20 set enumeration with diversity penalty for protein/cuisine
- Ingredient<->grocery_item matching as a cacheable layer (rapidfuzz +
  manual override) rather than per-run fuzzy work
- Thin phase 4: recipe CRUD, ingredient CRUD, resolve-ingredient
  assist, manual match override, match job, 30-recipe seed
- Recipe ingestion source pros/cons (TheMealDB + Spoonacular + manual)
  documented; decision deferred until phase 4 + phase 9 work end-to-end

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

2026-05-05 20:03:18 -07:00

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2026-05-05-meal-planner-algorithm-design.md

docs: phase 9 + thin phase 4 design spec

2026-05-05 20:03:18 -07:00