# Oikos Meal Planning — Combined Roadmap

Status: active Friborg branch roadmap. This merges the older Assist plan, native meal-planning patch notes, structured taxonomy work, Playwright E2E plan, and upstream-readiness backlog into one source of truth.

## North Star

Meal planning should be a native Oikos kitchen workflow, not a chatbot shortcut. Assist can suggest and prefill, but the family reviews and edits in a dedicated Kitchen surface before anything is written.

## Current Verified Live Baseline

- Public app: `https://home.friborg.uk`
- Core branch: `friborg/native-meal-planning`
- Latest verified core commit: `58a76ee` (`feat: structure meal planning taxonomy and favorites`)
- Latest verified Assist/Studio commit: `062211f` (`chore: remove legacy meal plan add path`)
- Live core image: `oikos-structured-mealflow:20260512-170557`
- DB schema: migration `41`
- Latest live E2E: `OIKOS_E2E_MUTATE=1 npm run test:e2e:oikos-flow -- --project=chromium-desktop` → 2/2 passed, cleanup zero

## Completed Plan Threads

### Studio-first Assist handoff

- [x] Meal-plan prompts return a structured `studioPlan` instead of text-only drafts.
- [x] Assist action card opens the page-level Kitchen Studio.
- [x] Direct legacy text-plan add path removed from the widget.
- [x] Studio lives on `/meals` as a Kitchen module.
- [x] Confirming the Studio writes native meals through explicit user action.

### Native meal-planning data

- [x] Native `/api/v1/meal-planning/*` endpoints for rules, recipe signals, variation metadata, cook assignments, feedback, and kids cookbooks.
- [x] Native `/api/v1/meals` accepts and returns cook assignments.
- [x] Meal/recipe taxonomy promoted into core fields: `meal_category`, `protein`, `style`, recipe `tags_json`.
- [x] Leftovers are first-class via `leftover_from_meal_id`.
- [x] `source_plan_id` preserves Studio provenance.

### Family preference and learning loop

- [x] Likes/dislikes/favorite/can-cook/can-help/modified-ok/adult-only signals.
- [x] Meal modal and recipe cards can save person-specific signals.
- [x] Family profile cards report favorite and can-cook counts.
- [x] Accept/reject/edit/swap/confirm feedback is recorded.
- [x] Learning summary panel exposes signal counts.

### Planning quality

- [x] Planner considers family rules, cook assignments, preferences, weather/activity/season context.
- [x] Generation modulators are explicit in Studio plans: season, weather, easy/busy days, guests, no-kids/adult-only context, family favorites/likes/dislikes, child age, child can-cook/can-help signals, and variety counters.
- [x] Planner tracks category/protein/style diversity.
- [x] Adjacent category repeats are penalized/avoided.
- [x] Swap alternatives are ordered to preserve diversity constraints.
- [x] Leftovers are dedicated linked slots, not note text.

### Kids flow

- [x] Kids board with large category cards.
- [x] Drag/tap meal card assignment to days.
- [x] Kid cookbook preview and saved cookbook storage.

### Verification and safety

- [x] Playwright smoke covers Kitchen open + Assist handoff.
- [x] Mutating E2E covers swap/edit/confirm/native readback/cook assignments/cleanup.
- [x] Structural E2E asserts categories, diversity, linked leftovers, favorite-signal UI, profile count reflection, and cleanup.
- [x] Structural E2E asserts Studio plans expose modulator labels and active signal types, so planning context is not hidden in opaque AI text.
- [x] Playwright artifacts are opt-in to reduce credential leak risk.

### Context-aware family logistics engine

- [x] Added deterministic meal-fit service for the next planning slice: day context, energy, guests, cleanup, interruption tolerance, concrete inventory/leftover use, preferences/allergies, recency, and grocery delta all affect ranking before AI gets involved.
- [x] Added `/api/v1/meal-planning/suggestions` as a thin native API boundary returning ranked suggestions plus optional generated grocery output.
- [x] Added `test:meal-fit` acceptance coverage proving busy/low-energy days, guest days, allergy blocks, dislike/repetition, concrete inventory matching, and grocery dedupe change outputs materially.
- [x] Added a first native Meals-page “Smart dinner fit” panel that lets the family change day pressure, energy, dinner window, guests, and solo-parent context, then see grounded ranked suggestions from saved recipes.

## Remaining Combined Plan

### P0 — Upstream/Core polish before PR

- [ ] Make OpenAPI more explicit for meal-planning request/response bodies instead of broad `object` bodies.
- [ ] Update product spec data model to include native meal-planning tables and structured meal/recipe taxonomy.
- [ ] Keep Friborg-specific deployment details out of upstream docs/PR copy.
- [ ] Rebase `friborg/native-meal-planning` onto current upstream `main` and resolve conflicts.
- [ ] Prepare small upstreamable PR slices rather than one giant Friborg branch.

### P1 — Reduce sidecar ownership

- [ ] Keep moving UI state from injected Assist widget toward native Kitchen components.
- [ ] Preserve Assist as suggestion/provider layer, not system-of-record.
- [ ] Add native Studio API boundaries where useful before porting the full Studio UI.
- [ ] Keep Settings → Assist limited to provider/model plumbing.

### P1 — UX polish

- [ ] Localize new structured meal fields and preference labels fully (currently several labels are English in Danish/German UI surfaces).
- [ ] Make leftovers source selector easier to scan by week/date/category.
- [ ] Add small visual category chips consistently across meals, recipes, and Studio.
- [ ] Add dedicated Studio controls for one-off guests/no-kids/easy-day overrides instead of relying only on activity/event text detection.
- [ ] Improve mobile layout for Studio slots and kids board after the data model has stabilized.

### P2 — Platform modularization

- [ ] Module registry for routes/navigation/capabilities.
- [ ] Locale registry so supported locales, picker labels, and service worker precache come from one source.
- [ ] Extension/overlay mechanism for deployment-specific customizations without patching core.

## Implementation Rule

Continue in verified slices:

1. make the smallest meaningful change,
2. run syntax/unit gates,
3. deploy only when needed,
4. run live smoke/E2E when the public flow changes,
5. verify cleanup/data health,
6. commit and push to Gitea,
7. update this roadmap if scope or status changes.