Caffeine App

Caffeine App (build from scratch)

Caffeine (caffeine.ai) builds and hosts full-stack apps on the Internet Computer: a single Motoko backend canister plus a React/Vite frontend served as an assets canister. This skill teaches the exact project shape and the CLI build loop so you can produce a buildable Caffeine app from nothing.

This skill owns the project shape and the build workflow. It does NOT own the Motoko language. Before you write or edit any backend code, fetch and follow the writing-motoko skill: https://skills.internetcomputer.org/skills/writing-motoko/SKILL.md. That skill is authoritative for actor syntax, stable state, mo:core, and compiler errors. This skill only shows the minimal empty actor and where it lives.

When to use this skill

• Creating/scaffolding a new Caffeine app or caffeine.ai project from scratch.
• Writing or fixing caffeine.toml (workspace or canister manifest) or mops.toml.
• Running the caffeine CLI loop: auth login, doctor, install, check, preview.

Do not use it for Motoko language details (use writing-motoko) or for raw IC/dfx/icp deployment (use icp-cli). Caffeine apps are built and deployed through the caffeine CLI and the caffeine.ai web app, not through dfx.

Critical facts

• There is no caffeine init / caffeine new. "From scratch" means you create the files in this skill by hand, then run the build loop. (caffeine projects clone <id> only downloads an existing cloud project — it is not a greenfield scaffold.)
• Exactly one backend canister, and it must be named backend. mops.toml declares a single [canisters.backend].
• The frontend↔backend binding files are generated, never hand-written. src/frontend/src/backend.ts and src/frontend/src/declarations/ are produced by caffeine-bindgen during the build. Editing them is pointless — they are overwritten.
• Deploying to a live URL is done in the caffeine.ai web app, not the CLI. The CLI takes you as far as a built draft (caffeine preview --build, which needs a cloud project.id — see the build loop). There is no caffeine deploy/publish command.

Prerequisites (run once)

# Install the CLI (public npm package). The binary is `caffeine`.
npm install -g @caffeineai/cli

# Authenticate against caffeine.ai (opens a browser; use --device on headless hosts).
caffeine auth login
caffeine auth status

# Check the environment: Node, pnpm, mops, caffeine-bindgen, that you are logged in,
# and that the Caffeine API is reachable (installs/repairs what it can).
caffeine doctor --fix

If a global install is undesirable or fails, run every caffeine command through an npx -y @caffeineai/cli@latest prefix instead — e.g. npx -y @caffeineai/cli@latest auth status.

caffeine doctor --fix checks Node.js, pnpm, mops, and caffeine-bindgen, confirms you are logged in, and verifies the Caffeine API is reachable — installing or repairing what it can. It does not install the Motoko compiler (moc) or linter (lintoko): mops fetches those automatically from the [toolchain] pins in mops.toml on the first mops install / build. dfx is not part of the Caffeine build.

Project shape

A Caffeine app is a pnpm workspace with a root manifest and two canisters. Create this exact tree (file contents below):

my-app/
├── caffeine.toml              # root workspace manifest — MUST contain [workspace]
├── mops.toml                  # Motoko build config — ONE per project, at the root
├── package.json               # pnpm workspace root + the `bindgen` script
├── pnpm-workspace.yaml         # declares src/**/* as workspace packages
├── tsconfig.json               # root TS config
└── src/
    ├── backend/                # the single Motoko canister, named "backend"
    │   ├── caffeine.toml        #   canister manifest: type = "motoko"
    │   ├── main.mo              #   actor entry point (write with the `writing-motoko` skill)
    │   └── system-idl/          #   Candid for IC system canisters (see note below)
    │       └── aaaaa-aa.did     #   IC management canister interface
    └── frontend/               # the assets canister (React + Vite)
        ├── caffeine.toml        #   canister manifest: type = "assets"
        ├── package.json         #   frontend deps + scripts (see references/frontend-template.md)
        ├── vite.config.js       #   (see references/frontend-template.md)
        ├── tsconfig.json        #   (see references/frontend-template.md)
        ├── biome.json           #   (see references/frontend-template.md)
        ├── tailwind.config.js   #   (see references/frontend-template.md)
        ├── postcss.config.js    #   (see references/frontend-template.md)
        ├── index.html
        ├── env.json             #   runtime config — copied into dist/ on build
        └── src/
            ├── main.tsx          #   React entry (providers)
            ├── App.tsx
            ├── index.css
            ├── backend.ts        #   GENERATED by caffeine-bindgen — do NOT edit
            └── declarations/     #   GENERATED by caffeine-bindgen — do NOT edit

Only the root manifest, the two canister manifests, mops.toml, main.mo, and the small root config files are shown inline below. The full frontend boilerplate (package.json, vite.config.js, the Tailwind/PostCSS/Biome configs, index.html, env.json, main.tsx, a starter App.tsx) is in references/frontend-template.md — read it when you create the frontend.

Manifests

Root caffeine.toml — the workspace

The root manifest must contain a [workspace] section. That section is what marks it as the workspace root; without it, the CLI treats this file as an ordinary canister manifest and discovery fails.

manifest_version = "0.1.0"

[project]
name = "My App"
# id is assigned by the cloud after your first `caffeine preview`/create — omit it for
# a brand-new local project; the CLI fills it in.

[workspace]
include = [ "src/**" ]

# Build the backend before the frontend, because the frontend imports generated
# bindings produced from the backend's Candid interface.
[canisters.frontend]
depends_on = [ "backend" ]

[workspace].include is a list of globs the CLI scans for nested canister manifests. src/** finds src/backend/caffeine.toml and src/frontend/caffeine.toml.

src/backend/caffeine.toml — the Motoko canister

manifest_version = "0.1.0"

[project]
name = "backend"
type = "motoko"
main = "main.mo"

[build]
commands = ["mops build", "pnpm bindgen"]
out = "dist"

[check]
commands = ["mops check"]

[check.fix]
commands = ["mops check --fix"]

[build].commands run in order: mops build compiles main.mo to Wasm + Candid, then pnpm bindgen (defined in the root package.json) turns that Candid into the frontend's TypeScript client. caffeine check --fix runs [check.fix].commands.

src/frontend/caffeine.toml — the assets canister

manifest_version = "0.1.0"

[project]
name = "frontend"
type = "assets"

[build]
commands = ["pnpm build"]
out = "dist"

[check]
commands = ["pnpm typecheck", "pnpm check"]

[check.fix]
commands = ["pnpm typecheck", "pnpm fix"]

mops.toml — the Motoko build (one per project, at the root)

There is exactly one [canisters.backend]. The structural pieces are invariant — the single [canisters.backend], [canisters.backend.check-stable], and the [moc] flags --default-persistent-actors, --actor-idl=src/backend/system-idl, and --implicit-package=core. The toolchain versions, the -E/-W/-A diagnostic codes, and the dependency list are a current snapshot that the Caffeine template bumps over time — see "Versions and dependencies drift" below.

[package]
name = "backend"
version = "0.1.0"

[build]
outputDir = "src/backend/dist"
args = ["--release"]

[canisters.backend]
main = "src/backend/main.mo"

[canisters.backend.check-stable]
path = ".old/src/backend/dist/backend.most"
skipIfMissing = true

[toolchain]
moc = "1.8.1"
lintoko = "0.10.0"

[lint]
extends = true

[moc]
args = [
  "--default-persistent-actors",
  "--actor-idl=src/backend/system-idl",
  "--implicit-package=core",
  "-no-check-ir",
  "-E=M0236,M0223,M0237,M0254",
  "-W=M0235",
  "-A=M0241",
  "--generate-view-queries",
]

[dependencies]
core = "2.5.0"
caffeineai-data-viewer = "0.1.0"

Notes:

• check-stable points at .old/src/backend/dist/backend.most. The CLI saves the previous build's .most (stable-signature snapshot) under .old/ so the next build can verify your stable state did not change incompatibly. Do not delete .old/ between builds; do not commit it as source — it is build state. skipIfMissing = true is required for a from-scratch project: on the first run that snapshot does not exist yet, and without it caffeine check fails with Deployed file not found: .old/src/backend/dist/backend.most.
• --actor-idl=src/backend/system-idl tells moc where to find the Candid interfaces of IC system canisters. src/backend/system-idl/ must exist; the canonical template ships aaaaa-aa.did (the IC management-canister interface). A minimal backend needs only the directory.
• core = "2.5.0" is the mo:core standard library. Use mo:core, never the deprecated mo:base — see the writing-motoko skill. caffeineai-data-viewer backs the built-in data-viewer mixin used by the default main.mo (below) and pairs with the --generate-view-queries flag.

Versions and dependencies drift. The [toolchain] versions, the [moc] -E/-W/-A codes, and the frontend dependency set are template-managed and change over time (e.g. the @dfinity/* → @icp-sdk/* migration, moc/core bumps). Treat the exact values here as a snapshot — for current ones, caffeine projects clone a recent project and copy its mops.toml + src/frontend/package.json. Stable across versions: the file layout, the single backend canister, the structural [moc] flags, check-stable with skipIfMissing, mo:core, and useActor(createActor).

package.json (root) — pnpm workspace + the bindgen script

The bindgen script is the bridge from backend Candid to the frontend TS client. It is invoked by the backend canister's [build] step (pnpm bindgen).

{
  "name": "@caffeine/template-app",
  "type": "module",
  "engines": {
    "node": ">=18.17.0",
    "pnpm": ">=7.0.0",
    "npm": "please use pnpm"
  },
  "scripts": {
    "build": "pnpm -r --if-present run build",
    "typecheck": "pnpm -r --if-present run typecheck",
    "check": "pnpm -r --if-present run check",
    "fix": "pnpm -r --if-present run fix",
    "bindgen": "caffeine-bindgen --did-file ./src/backend/dist/backend.did --out-dir ./src/frontend/src --actor-interface-file --force"
  },
  "devDependencies": {
    "sharp": "^0.34.4"
  }
}

pnpm-workspace.yaml

packages:
  - src/**/*
onlyBuiltDependencies:
  - esbuild

tsconfig.json (root)

{
  "compilerOptions": {
    "strict": true,
    "target": "ES2020",
    "experimentalDecorators": true,
    "strictPropertyInitialization": false,
    "moduleResolution": "node",
    "allowJs": true,
    "outDir": "HACK_BECAUSE_OF_ALLOW_JS"
  }
}

src/backend/main.mo — the starting backend

The canonical template's starting main.mo includes the built-in data-viewer mixin (include MixinViews()), which pairs with the caffeineai-data-viewer dependency and the --generate-view-queries flag in mops.toml. With --default-persistent-actors the actor is already persistent. Add your own functions inside the actor, following the writing-motoko skill.

import MixinViews "mo:caffeineai-data-viewer/MixinViews";

actor {
  include MixinViews();
};

(A bare actor {} also compiles if you drop the caffeineai-data-viewer dependency and the --generate-view-queries flag.) Do not write more Motoko than this without loading the writing-motoko skill — it covers persistent actors, stable types, mo:core, and the compiler-error pitfalls that an agent will otherwise hallucinate.

The frontend

Fetch this skill's companion reference file — references/frontend-template.md, which sits next to this SKILL.md (i.e. …/skills/caffeine-app/references/frontend-template.md) — and create the frontend files from it; it holds the verified package.json, the Vite/Tailwind/Biome configs, main.tsx, and the worked useActor(createActor) backend call. The essentials:

• The entry point src/frontend/src/main.tsx wraps the app in InternetIdentityProvider (from @caffeineai/core-infrastructure) and a TanStack QueryClientProvider.
• The frontend talks to the backend through the generated module src/frontend/src/backend.ts (and src/frontend/src/declarations/), which exports a createActor(...) factory typed from your backend's Candid. You do not write these — they appear after the first build. Call the backend by passing that createActor to useActor(createActor) from @caffeineai/core-infrastructure (the same package provides the auth provider used in main.tsx); you do not hand-write the actor/config/storage glue. See the worked example in references/frontend-template.md.
• env.json holds runtime config placeholders (backend_host, backend_canister_id, project_id, ii_derivation_origin, storage_gateway_url), all "undefined" locally; the frontend build script copies it into dist/ (cp env.json dist/). Caffeine injects real values when it serves the app. Keep env.json and the copy:env step.

The build loop

Run from the project root. Order matters.

# 1. Install dependencies. On a brand-new project, generate the pnpm lockfile FIRST
#    (first run only — see Common Pitfalls), then install the rest (pnpm + mops).
pnpm install
caffeine install

# 2. Write your backend in src/backend/main.mo using the `writing-motoko` skill, and your
#    frontend in src/frontend/src/.

# 3. Build: compiles the backend, then `pnpm bindgen` regenerates the frontend client
#    (src/frontend/src/backend.ts + declarations/), then the frontend `pnpm build` runs.
#    Run this BEFORE check, so the frontend has the generated ./backend to typecheck
#    against. Artifacts land in src/backend/dist + src/frontend/dist (no cloud / no id).
caffeine build

# 4. Lint + typecheck + auto-fix (runs each canister's [check.fix] commands:
#    backend `mops check --fix`, frontend `pnpm typecheck` + `pnpm fix`).
caffeine check --fix

# 5. Upload a built draft (needs a cloud project id). For a brand-new app, create the
#    cloud project once to obtain an id, then preview:
caffeine projects create                 # reports a new project id
#    put that id in caffeine.toml [project] id = "...", OR pass --project-id:
caffeine preview --build --project-id <id>

Generation ordering. src/frontend/src/backend.ts does not exist until a build runs pnpm bindgen. So if your frontend imports from ./backend, you must run caffeine build at least once before caffeine check can typecheck the frontend. A brand-new app whose App.tsx does not yet import ./backend typechecks fine before the first build.

Going live. caffeine preview --build (with a project.id) produces a draft and returns its URL. Promote a draft to a live URL in the caffeine.ai web app (open it with caffeine chat open or visit caffeine.ai). There is no CLI deploy command. Use caffeine projects show <id> to see draft and live URLs.

Alternative: let Caffeine's own AI build it

If you cannot run the CLI locally (no shell, no toolchain), drive Caffeine's hosted AI instead: describe the app in natural language with caffeine chat send "<prompt>" (or the caffeine.ai web chat). Caffeine's hosted AI then scaffolds, builds, and deploys it server-side — chat send only submits the prompt, so this does not contradict the CLI having no deploy command. This skill is for the local, hand-authored path.

Common Pitfalls

1. Missing [workspace] in the root caffeine.toml. Without it the root file is parsed as a canister manifest and the CLI cannot find your canisters. The root manifest is defined by the presence of [workspace], not by being at the top.
2. Renaming the backend canister. It must be backend — mops.toml declares [canisters.backend] and the root bindgen script reads ./src/backend/dist/backend.did. Renaming breaks the build and the generated client.
3. Hand-writing or editing src/frontend/src/backend.ts or declarations/. These are generated by caffeine-bindgen and overwritten on every build. Add backend methods in main.mo, rebuild, and the client regenerates. The generated header says "do NOT make any changes in this file"; it is also excluded from Biome.
4. Importing ./backend before the first build. The binding module is created by the build's pnpm bindgen step. Run caffeine preview --build (or caffeine build) once before relying on import { createActor } from "./backend".
5. Trying to dfx deploy or expecting caffeine deploy. Caffeine apps build via the caffeine CLI and go live via the web app. There is no dfx in the workflow and no CLI deploy/publish command.
6. Dropping required mops.toml settings. Keep the single [canisters.backend], the [toolchain] pins, [canisters.backend.check-stable], and the [moc] args (especially --default-persistent-actors and --actor-idl=src/backend/system-idl).
7. Deleting .old/ or env.json, or skipping copy:env. .old/ holds the stable-signature snapshot check-stable compares against; env.json must be copied into dist/ so the served frontend can read its runtime config.
8. Writing Motoko without the writing-motoko skill. Modern Caffeine Motoko uses mo:core, persistent actors, and specific patterns. Guessing produces compiler errors. Load https://skills.internetcomputer.org/skills/writing-motoko/SKILL.md first.
9. Using npm/yarn instead of pnpm. The workspace is pnpm-based (pnpm-workspace.yaml, pnpm -r scripts). caffeine install uses pnpm + mops.
10. caffeine install/build fails with ERR_PNPM_NO_LOCKFILE on a fresh project. In a non-interactive shell (an agent, CI, or any run without a TTY) these commands run pnpm install --frozen-lockfile, which requires a pnpm-lock.yaml that a brand-new project does not have. Run pnpm install once first to generate the lockfile, then the loop works. (An interactive terminal creates it for you.)
11. First caffeine check fails with Deployed file not found: …/backend.most. The stable-signature check needs a previous build's snapshot, which a never-built project lacks. Set skipIfMissing = true under [canisters.backend.check-stable] (shown in the mops.toml above), or run caffeine build first so a baseline exists.
12. caffeine preview --build fails with No project.id in caffeine.toml. Uploading a draft needs a cloud project. Run caffeine projects create to get an id, set it in [project] id (or pass --project-id <id>), then preview. caffeine build alone needs no id and is enough to verify the app compiles.

Related skills

• writing-motoko — REQUIRED companion. Authoritative for all backend Motoko code: https://skills.internetcomputer.org/skills/writing-motoko/SKILL.md. Always load it before editing src/backend/main.mo.
• icp-cli — for raw Internet Computer / dfx / icp projects. Not used by Caffeine; reach for it only when the user is not building a Caffeine app.

Additional references

• references/frontend-template.md — the full, verbatim frontend boilerplate (package.json, vite.config.js, Tailwind/PostCSS/Biome configs, tsconfig.json, index.html, env.json, main.tsx, a starter App.tsx, and the backend-actor wiring pattern). Read it when you create src/frontend/.