diff --git a/README.md b/README.md
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+++ b/README.md
@@ -1,80 +1,116 @@
-# ๐ฅ Kiwi
+
+
+

-> *Part of the CircuitForge LLC "AI for the tasks the system made hard on purpose" suite.*
+ # Kiwi
-**Pantry tracking and leftover recipe suggestions.**
+ **Pantry tracking and recipe suggestions โ with or without an LLM.**
-Scan barcodes, photograph receipts, and get recipe ideas based on what you already have โ before it expires.
+ [](#license)
+ [](https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi/actions)
+ [](https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi/releases)
-**LLM support is optional.** Inventory tracking, barcode scanning, expiry alerts, CSV export, and receipt upload all work without any LLM configured. AI features (receipt OCR, recipe suggestions, meal planning) activate when a backend is available and are BYOK-unlockable at any tier.
+ [Documentation](https://docs.circuitforge.tech/kiwi) ยท [Live demo](https://menagerie.circuitforge.tech/kiwi) ยท [circuitforge.tech](https://circuitforge.tech)
-**Status:** Beta ยท CircuitForge LLC
-
-**[Documentation](https://docs.circuitforge.tech/kiwi/)** ยท [circuitforge.tech](https://circuitforge.tech)
+ *Part of the CircuitForge LLC suite โ "AI for the tasks the system made hard on purpose."*
+
---
-## What it does
+> **The LLM is optional.** Barcode scanning, receipt upload, expiry alerts, the full 200k+ recipe browser, and CSV export all work with zero LLM configured. Recipe suggestions and receipt OCR activate when a backend is available, and are BYOK-unlockable at any tier. You are never forced to send your data anywhere.
-- **Inventory tracking** โ add items by barcode scan, receipt upload, or manually
-- **Expiry alerts** โ know what's about to go bad
-- **Recipe browser** โ browse the full recipe corpus by cuisine, meal type, dietary preference, or main ingredient; pantry match percentage shown inline (Free)
-- **Saved recipes** โ bookmark any recipe with notes, a 0โ5 star rating, and free-text style tags (Free); organize into named collections (Paid)
-- **Receipt OCR** โ extract line items from receipt photos automatically (Paid tier, BYOK-unlockable)
-- **Recipe suggestions** โ four levels from pantry-match to full LLM generation (Paid tier, BYOK-unlockable)
-- **Style auto-classifier** โ LLM suggests style tags (comforting, hands-off, quick, etc.) for saved recipes (Paid tier, BYOK-unlockable)
-- **Leftover mode** โ prioritize nearly-expired items in recipe ranking (Free, 5/day; unlimited at Paid+)
-- **LLM backend config** โ configure inference via `circuitforge-core` env-var system; BYOK unlocks Paid AI features at any tier
-- **Feedback FAB** โ in-app feedback button; status probed on load, hidden if CF feedback endpoint unreachable
+---
-## Stack
+## What Kiwi does
-- **Frontend:** Vue 3 SPA (Vite + TypeScript)
-- **Backend:** FastAPI + SQLite (via `circuitforge-core`)
-- **Auth:** CF session cookie โ Directus JWT (cloud mode)
-- **Licensing:** Heimdall (free tier auto-provisioned at signup)
+| Feature | Notes |
+|---|---|
+| **Inventory tracking** | Add items by barcode scan, receipt upload, or manually |
+| **Expiry alerts** | Know what is about to go bad before it does |
+| **Recipe browser** | 200k+ recipes โ filter by cuisine, meal type, dietary preference, or main ingredient; pantry match percentage shown inline |
+| **Leftover mode** | Prioritizes nearly-expired items in recipe ranking (5/day free, unlimited at Paid+) |
+| **Recipe suggestions** | Four levels: direct corpus match, substitution/swap, cuisine-style adapter, full LLM generation |
+| **Meal planning** | Plan meals for the week; pull from saved recipes or suggestions |
+| **Saved recipes** | Bookmark any recipe with notes, 0-5 star rating, and free-text style tags; organize into named collections (Paid) |
+| **Receipt OCR** | Extract line items from receipt photos automatically |
+| **Dietary profiles** | Vegan, gluten-free, diabetic, and other constraints respected throughout |
+| **Style auto-classifier** | LLM suggests style tags (comforting, hands-off, quick, etc.) for saved recipes |
+| **Community feed** | Browse and share recipes with other Kiwi users |
+| **CSV export** | Full pantry export, always available, no tier gate |
-## Running locally
+---
+
+## Quick start
+
+**One-line install (self-hosted, Docker required):**
```bash
+bash <(curl -fsSL https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi/raw/branch/main/install.sh)
+```
+
+**Or clone and run manually:**
+
+```bash
+git clone https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi.git
+cd kiwi
cp .env.example .env
./manage.sh build
./manage.sh start
-# Web: http://localhost:8511
-# API: http://localhost:8512
+# Web: http://localhost:8511
+# API: http://localhost:8512
```
-## Cloud instance
+**Live cloud instance** (free account required):
+[menagerie.circuitforge.tech/kiwi](https://menagerie.circuitforge.tech/kiwi)
-```bash
-./manage.sh cloud-build
-./manage.sh cloud-start
-# Served at menagerie.circuitforge.tech/kiwi (JWT-gated)
-```
+Full setup and configuration guide: [docs.circuitforge.tech/kiwi](https://docs.circuitforge.tech/kiwi)
+
+---
## Tiers
| Feature | Free | Paid | Premium |
-|---------|------|------|---------|
-| Inventory CRUD | โ | โ | โ |
-| Barcode scan | โ | โ | โ |
-| Receipt upload | โ | โ | โ |
-| Expiry alerts | โ | โ | โ |
-| CSV export | โ | โ | โ |
-| Recipe browser (domain/category) | โ | โ | โ |
-| Save recipes + notes + star rating | โ | โ | โ |
-| Style tags (manual, free-text) | โ | โ | โ |
-| Receipt OCR | BYOK | โ | โ |
-| Recipe suggestions (L1โL4) | BYOK | โ | โ |
-| Named recipe collections | โ | โ | โ |
-| LLM style auto-classifier | โ | BYOK | โ |
-| Meal planning | โ | โ | โ |
-| Multi-household | โ | โ | โ |
-| Leftover mode (5/day) | โ | โ | โ |
+|---|:---:|:---:|:---:|
+| Inventory CRUD | Yes | Yes | Yes |
+| Barcode scan | Yes | Yes | Yes |
+| Receipt upload | Yes | Yes | Yes |
+| Expiry alerts | Yes | Yes | Yes |
+| CSV export | Yes | Yes | Yes |
+| Recipe browser (200k+ recipes) | Yes | Yes | Yes |
+| Save recipes + notes + star rating | Yes | Yes | Yes |
+| Style tags (manual, free-text) | Yes | Yes | Yes |
+| Leftover mode (5/day) | Yes | Yes | Yes |
+| Receipt OCR | BYOK | Yes | Yes |
+| Recipe suggestions (L1โL4) | BYOK | Yes | Yes |
+| Named recipe collections | โ | Yes | Yes |
+| LLM style auto-classifier | โ | BYOK | Yes |
+| Meal planning | โ | Yes | Yes |
+| Multi-household | โ | โ | Yes |
-BYOK = bring your own LLM backend (configure `~/.config/circuitforge/llm.yaml`)
+**BYOK** = bring your own LLM backend. Configure `~/.config/circuitforge/llm.yaml` to unlock AI features at any tier without a paid subscription.
+
+---
+
+## Stack
+
+- **Frontend:** Vue 3 SPA (Vite + TypeScript), served on port 8511
+- **Backend:** FastAPI + SQLite via `circuitforge-core`, API on port 8512
+- **Auth:** CircuitForge session cookie (cloud mode); local mode requires no account
+- **Licensing:** Heimdall โ free tier auto-provisioned at signup
+
+---
+
+## Forgejo-primary
+
+Kiwi is developed and maintained on Forgejo at [git.opensourcesolarpunk.com/Circuit-Forge/kiwi](https://git.opensourcesolarpunk.com/Circuit-Forge/kiwi). GitHub and Codeberg are read-only mirrors. File issues and submit pull requests on Forgejo.
+
+---
## License
-Discovery/pipeline layer: MIT
-AI features: BSL 1.1 (free for personal non-commercial self-hosting)
+Kiwi uses a split license:
+
+- **Discovery and inventory pipeline** (barcode scan, expiry tracking, pantry CRUD, CSV export, recipe browser): [MIT](LICENSE-MIT)
+- **AI features** (receipt OCR, LLM recipe suggestions, style auto-classifier): [BSL 1.1](LICENSE-BSL) โ free for personal non-commercial self-hosting; commercial use or SaaS re-hosting requires a paid license. Converts to MIT after 4 years.
+
+Privacy ยท Safety ยท Accessibility โ co-equal, non-negotiable across all CircuitForge products.