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셰프셀 (ChefCell): open reference design + software for a sealed autonomous fried-chicken robot kitchen — the owner only restocks, it fries, packs, serves, auto-takes delivery orders, calls a courier, and self-washes. By CLSOFTLAB, Dr. Lee Il-guk.

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셰프셀 · ChefCell

A sealed robot kitchen that fries Korea's favourite — 치킨 — while the owner only restocks.

The owner brings ingredients (chilled chicken, batter, oil, sauces) and loads them into labelled, chilled hoppers. From there the sealed cell does the rest: it takes orders automatically from delivery apps, fries → sauces → packs → serves, calls a courier, and at closing washes itself down with high-pressure water — keeping a full, inspection-ready hygiene log the whole time.

The idea in one line: take the factory-automation "parts feeder" role — a person who just keeps the line stocked — and move it into a kitchen. The owner is only the parts feeder.

🇰🇷 한국어 README: README.ko.md · One-pager spec: docs/en/00-design-spec.md


Important

What this repo is — and is not. This is an open reference design + working orchestration software + delivery-integration adapters (with mocks). It is NOT a licensed, food-safe, ready-to-run commercial kitchen. A real ChefCell needs licensed fabrication, industrial safety certification, food-hygiene licensing + public-health inspection, and signed partner agreements + API keys with each delivery platform. Those are the operator's responsibility. Nothing here is legal, food-safety, or engineering advice. See the boxes below and docs/.


How it works

The owner restocks; everything after that is automated. A delivery order flows in through an adapter, the deterministic orchestrator plans and runs the cook on the (real or simulated) cell, a courier is dispatched, and every step is written to a HACCP-style hygiene log.

flowchart LR
    subgraph OWNER["👤 Owner (parts feeder)"]
      R[Restock chilled hoppers:<br/>chicken · batter · oil · sauces]
    end

    subgraph CELL["🔒 Sealed cell (IP69K, washdown-ready)"]
      FRY[Fry ~180°C] --> SAUCE[Sauce / toss] --> PACK[Pack box] --> SERVE[Serve hatch]
    end

    D[["📱 Delivery apps<br/>(Baemin · Coupang Eats · Yogiyo · Uber Eats)"]]
    D -- webhook/API --> GW[Delivery adapter<br/>+ working mock]
    GW -- normalized order --> ORCH{{Kitchen Orchestrator<br/>deterministic · stock/capacity · scheduling}}
    R -. stock .-> ORCH
    ORCH -- step commands --> FRY
    ORCH -- dispatch --> COUR[🛵 Courier]
    SERVE --> COUR
    ORCH -- every batch / temp / wash --> LOG[(HACCP hygiene log<br/>inspection-ready)]
    ORCH -. at close / on fault .-> WASH[High-pressure self-washdown]
    WASH --> LOG

    SAFETY[[🛑 Safety PLC / interlocks<br/>final authority]]
    SAFETY --- CELL
Loading

Restock → fry → sauce → pack → serve → courier, with delivery order in → orchestrator → cell → hygiene log running underneath. In a real build a hardware safety PLC + E-stop are the final authority over all motion, heat, and water — software can request, the interlock can refuse. Full control architecture: docs/en/02-architecture.md.


Try the software demo (no hardware, no keys)

The whole loop — mock delivery order → orchestrator → simulated assembly → serve → wash cycle → HACCP report — runs entirely in software with a simulated cell and a mock delivery platform. No API keys, no contracts, no hardware.

# from the repository root
pip install -e "software[dev]"        # install the orchestration package + dev extras
python -m chefcell.sim.run_demo       # run the full order -> assemble -> serve -> wash -> report loop

Prefer the console entry point? chefcell-demo does the same thing. To bring up the API (orders, kitchen status, hygiene report) in mock + simulator mode, follow software/README.md (as populated) — typically uvicorn chefcell.api.main:app. A full walkthrough is in docs/en/01-quickstart.md.

Dashboard note. If a small web dashboard is included under software/chefcell/sim/, it is a static, read-only view of a simulated run and can be served on GitHub Pages or opened locally — it is not a live kitchen and calls no real platform.


Built here vs. what an operator must add

✅ In this repository (open source) ⚠️ Operator / professional must add
Facility & robot reference design (zones, P&ID, washdown, robot/fryer/wash layout, BOM) Licensed fabrication; stamped structural/plumbing/electrical engineering to code
Orchestration software (recipe engine, scheduler, state machine, stock, courier dispatch) Certified safety PLC + industrial safety certification
Delivery adapters + working mock (one DeliveryAdapter interface, platform stubs) Signed partner agreements + API keys with each delivery platform
HACCP-style hygiene logging + inspection report Food-business licensing + hygiene certification + public-health inspection pass
Simulator of the whole cell (robot/conveyor/portioning/wash + safety-interlock model) Real hosting, monitoring, staffing, maintenance, insurance

Full breakdown: spec §9 in docs/en/00-design-spec.md.


Warning

📱 Delivery integration — honest & required

Real order automation needs a signed partner/API agreement with each platform (배달의민족/Baemin, 쿠팡이츠/Coupang Eats, Yogiyo, Uber Eats). Their APIs are not open to unapproved automation, and using them without approval violates their terms. This repo provides the DeliveryAdapter interface, a fully-working mock, and clearly-labelled stubs for real platforms. Approval and keys are the operator's; keys are env-only, never committed. See docs/en/03-delivery-integration.md.

Warning

🧼 Food safety & hygiene

The cell makes hygiene provable, not just claimed: every batch, temperature, and wash cycle is logged (HACCP-style) so an inspection is evidence-ready. But food-business registration, hygiene certification, and public-health inspection are the operator's — "inspection-ready" means the evidence/logging is automatic, not that approval is guaranteed. This is not legal or food-safety advice; consult your local food-safety authority. See docs/en/05-hygiene-and-compliance.md.

Caution

🔥 Hot-oil & machine safety

~180 °C oil + high-pressure water + electricity in one sealed cell is hazardous. The design relies on interlocks, automatic fire suppression, cooldown-before-wash/open, strict oil/water/ electricity separation, and a hardware safety PLC as final authority (software can never override it). Water must never contact hot oil. A real build requires industrial safety certification and licensed fabrication — the drawings here are references, not stamped engineering documents. See docs/en/04-facility-and-safety.md.


The delivery-adapter approach, simply

Every delivery platform plugs in through one interface, so the orchestrator never cares which app an order came from:

receive_order(webhook) → NormalizedOrder → accept / decline → update_status → request_courier → courier_status
  • Now: the mock adapter implements this fully, so the entire order→serve→courier loop runs offline with no keys — that is what the demo uses.
  • Later: a real platform (Baemin / Coupang Eats / Yogiyo / Uber Eats) is added as a stub that implements the same interface. To switch it on, the operator completes the platform's approval, wires up OAuth/webhook, and supplies API keys via environment variables. Each stub documents exactly what it needs. No approval, no automation.

Details and per-stub requirements: docs/en/03-delivery-integration.md.


Repository map

chefcell/
├── software/     Kitchen Orchestrator (Python): orchestrator · gateway (adapters+mock) ·
│                 cell (simulator + safety-interlock model) · api (FastAPI) · sim (demo/dashboard) · tests
├── facility/     Sealed-cell reference: OpenSCAD/SVG layout, P&ID (water/drain/sanitizer), zone plans, bill of facility
├── hardware/     Robot/gantry layout, fryer module, tool models, wash-nozzle layout, BOM
└── docs/         en/ + ko/ — design spec, quickstart, architecture, delivery, safety, hygiene, hardware, deploy

The software, facility, and hardware trees are built in parallel from the same spec (docs/en/00-design-spec.md, §10); file and command names above follow it, and details align to each folder's own README as those are populated.


Documentation

Start at the docs/ index. Highlights:

Doc What it covers
00 · Design spec The single source of truth (also 한국어: docs/ko/00-설계서.md)
01 · Quickstart Run the software demo end to end
02 · Architecture Control architecture + order lifecycle
03 · Delivery integration The adapter interface, the mock, adding a real platform
04 · Facility & safety The sealed cell, washdown, interlocks, hot-oil/water/electric separation
05 · Hygiene & compliance HACCP logging + the operator's compliance checklist
06 · Hardware & fabrication Robot/fryer/conveyor/wash reference + BOM pointers
07 · Deploy & operate Hosting, connecting a real cell + safety PLC, partners, ops

Korean translations live under docs/ko/.


For operators & investors

If you run a food business or invest in one and this is interesting to you — we'd genuinely like to hear from you. We'll be honest rather than salesy: today this is an open reference design + working software (mock/simulator), and a real deployment still needs your licensed fabrication, safety certification, food-hygiene licensing, signed delivery-partner agreements, and hosting. If that's a journey you want to explore, open an Operator / investor inquiry issue or start a Discussion and tell us what you're hoping to do. No confidential or personal details in a public issue, please.


Contributing & community

Contributors

  • Dr. Lee Il-guk (이일국 박사) — project lead, CLSOFTLAB (씨엘소프트랩)
  • LWJ
  • LMJ
  • Claude (Anthropic's AI) — design & implementation collaborator

Licences

Area Licence
Software (software/) Apache-2.0
Hardware & facility (hardware/, facility/) CERN-OHL-P-2.0
Documentation (docs/, READMEs) CC BY 4.0

See LICENSE, NOTICE, and the LICENSES/ directory.

Designed with Claude (Anthropic's AI assistant). This is not an Anthropic product and is not endorsed by Anthropic.

Sister projects — clsoftlab-lang

Other open projects from the same team at github.com/clsoftlab-lang:


© 2026 CLSOFTLAB (씨엘소프트랩), Dr. Lee Il-guk (이일국). 셰프셀 · ChefCell.

About

셰프셀 (ChefCell): open reference design + software for a sealed autonomous fried-chicken robot kitchen — the owner only restocks, it fries, packs, serves, auto-takes delivery orders, calls a courier, and self-washes. By CLSOFTLAB, Dr. Lee Il-guk.

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