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Protocol 01 — The Operating SystemD2C & ecommerce founders

Every month, the same month, rebuilt by hand.This weekend, D2C Founders build the systems that rebuild it for you.

The calendar, the ad spend, the WhatsApp follow-ups, the missing number — built live on your Shopify data, in one weekend.

Apply for a seatSee what you build
25 of 25 seats left
$500₹41,500
No-cost EMI in India

2 weekend days · 25 seats · application-only

Every session live. Every asset delivered. Zero upsell, ever.

If this is your week

An agency on retainer, two freelancers, no margin number.

Monday is the ad account, Tuesday the WhatsApp thread one message at a time, Wednesday the content ideas run out. Underneath it: a margin spreadsheet you half-trust, and COD orders coming back as RTO.

You've heard of agents, n8n, MCP and Claude Code, and filed them under engineering. You use ChatGPT for captions, suspect you're doing it wrong, and the subscription renews anyway.

None of that is a discipline problem — nothing you own runs on its own yet. By Sunday, the work you keep redoing runs on your store data without you.

Five lines that sound like you
  • “CAC is killing my margins — I'm paying to lose money on the first order.”
  • “I'm spending money to refill a leaky bucket.”
  • “RTO is the nightmare of e-commerce — COD orders keep coming back.”
  • “I'm sending WhatsApp messages one by one, treating WhatsApp like email.”
  • “I'm reconciling invoices across three platforms and I don't actually know my numbers.”
Before / After

Before

You quote an LTV:CAC you wouldn't defend in a room — the number comes from a spreadsheet nobody trusts.

After

One dashboard, wired into Shopify, your ads account and payments, refreshing on its own. Margin, blended CAC, 30-day repeat, cash position.

Before

The P&L gets reconciled across three platforms by hand, when it gets done at all.

After

The numbers live in one place, on a schedule, reading your live store instead of last month's export.

Before

COD orders come back as RTO and take the margin you already spent buying them with.

After

A risk-scoring workflow and a WhatsApp confirmation catch the risky orders before they ship.

Before

One-time buyers never come back, and nothing follows up with them once the delivery lands.

After

A lifecycle engine recovers the cart and asks for the reorder while you sleep.

Before

You run out of content ideas by Wednesday and dread booking the next shoot.

After

A month of on-brand angles and one finished reel, built in the room from your own reviews.

Before

The monthly investor update sits undone for a week, then eats a Sunday.

After

An agent drafts it from the dashboard. You edit it and send it.

Nothing about your store changes this weekend. What runs it does.

What you build · kept forever

Nine systems, built on your store data. Yours.

  • 01

    True-unit-economics auditor

    A Claude skill that reads your export and returns blended CAC, margin after RTO and shipping, repeat rate and LTV:CAC. Re-run it monthly.

    Kills: “I don't actually know my numbers.”

    • Claude
    • ChatGPT
  • 02

    Profit Engine dashboard

    A self-refreshing dashboard built in Claude Code over the Shopify and Meta MCPs: margin, blended CAC, repeat rate, cash position. Everything reads from it.

    Kills: “Reconciling invoices across three platforms.”

    • Claude Code
    • Shopify MCP
    • Meta Ads MCP
    • n8n
  • 03

    RTO shield

    An n8n workflow that scores COD orders by pin code, history and AOV, then WhatsApp-confirms the risky ones before dispatch. Outside India: a fraud-flag flow.

    Kills: “RTO is the nightmare of e-commerce.” (India-acute)

    • n8n
    • Claude
    • Shopify webhooks
    • WhatsApp Cloud API
  • 04

    Anti-leaky-bucket engine

    A lifecycle pack in your brand voice: welcome, abandoned cart, post-purchase, win-back, replenishment. Plus the skill that regenerates it, live on WhatsApp, email and SMS.

    Kills: “Spending money to refill a leaky bucket.”

    • Claude
    • ChatGPT
    • n8n
    • WhatsApp API
    • Klaviyo
  • 05

    ICP & positioning agent

    An agent that reads your reviews, chats and competitor pages, then returns an ICP, jobs-to-be-done and a positioning statement. Re-run it at every launch.

    Kills: “Excellent at marketing, underprepared for branding.”

    • Claude
    • ChatGPT
    • WebFetch
  • 06

    Voice-of-customer agent

    A scheduled agent batches your reviews, DMs and tickets. It emails a weekly digest of the recurring churn themes — sizing, delivery, packaging — with actions attached.

    Kills: “Feedback piles up and goes un-analyzed.”

    • Claude
    • n8n
    • ChatGPT
  • 07

    Creative factory

    An ad-angle and content-calendar skill built off your ICP, a creative-testing tracker, and a repeatable script → voice → avatar pipeline for AI-UGC reels.

    Kills: “Running out of ideas” by Wednesday, every week.

    • Claude
    • ChatGPT
    • ElevenLabs
    • HeyGen
    • Meta Ad Library
  • 08

    Operator trio

    Three agents: support triage that drafts the reply, a hiring co-pilot from brief to JD and interview kit. Plus an investor-update generator off your dashboard.

    Kills: “Wearing all the hats” + the update you keep postponing.

    • Claude
    • OpenAI Codex
    • ChatGPT
    • n8n
  • 09Flagship

    Operator OS

    The orchestration layer wiring the dashboard and your agents into one command center. It fires on schedule through n8n and MCP, on your live store.

    Kills: Tool sprawl, subscription bleed, six tabs you have to remember.

    • Claude Code
    • Shopify MCP
    • Meta Ads MCP
    • n8n
    • Codex

Plus the Artifact Vault: every skill, workflow, agent, MCP config and dashboard, version-controlled and downloadable.

The flagship — Operator OS

One screen. Everything you built, running without you.

List what only happens when you personally do it: the reply, the offer, the follow-up, Friday's number. By Sunday, most of that list belongs to something else.

Under one screen sits a dashboard reading your live Shopify and ad data. Around it, six agents fire on schedule, orchestrated through n8n and MCP behind a Claude Code home screen.

It runs on your real store before you leave the room. You own the orchestration layer, so you swap models and tools underneath instead of rebuilding.

Actual output depends on your data and setup.

Operator OSlive
Blended CAC
LTV:CAC
30-day repeat
Cash position

  • RTO shield

    running

  • Retention engine

    running

  • VoC agent

    weekly

  • Creative factory

    ready

  • Support triage

    live

  • Investor update

    scheduled

The dashboard you wire on Saturday is the analyst you keep postponing — and you own this one.

The Protocol · 2 live weekend days

Two days. You build all nine on your own store.

Day 1 — Know your numbers, stop the bleed

By dinner: a dashboard on your live store, and one revenue-protecting workflow in production.

  1. 00 · Warm-up

    Your real unit economics, on your own export

    Your blended CAC and contribution margin on screen in the first block. Then model selection, reusable context, and the redaction pass you run before your data meets a model.

    Artifact: True-Unit-Economics Auditor

  2. 01 · Build

    A dashboard that answers “are we profitable this month?”

    Your live Profit Engine dashboard, built in plain English with Claude Code on your Shopify, ads and payments data.

    Artifact: Profit Engine Dashboard

  3. 02 · Defend

    Catch the risky COD order before it ships

    A production RTO risk-scoring workflow with a WhatsApp confirmation step, fired end to end on a real test order.

    Artifact: RTO Shield

  4. 03 · Retain

    The follow-up that stops waiting for you

    Your lifecycle flow pack plus live n8n WhatsApp and email automation, with a real recovery message sent to yourself.

    Artifact: Anti-Leaky-Bucket Engine

Day 2 — Grow without buying more traffic

By Sunday: every artifact wired into one Operator OS, demoed live, exported to your Vault.

  1. 04 · Position

    Find the customer your discounts have been hiding

    Your ICP and positioning statement, built from your own reviews and DMs, plus a weekly Voice-of-Customer agent.

    Artifact: ICP & Positioning Agent · VoC Agent

  2. 05 · Create

    Rebuild the festive season from last festive season

    A 30-angle ad sheet, a 30-day calendar in your brand voice, and one finished AI-UGC reel — script, voice, avatar.

    Artifact: Creative Factory

  3. 06 · Reclaim

    Hand three jobs to agents

    The agent you need most this month, triggered live. A real ticket triaged, a JD drafted, or an investor update from your dashboard.

    Artifact: Operator Trio

  4. 07 · Orchestrate

    Wire it into one system you own

    Your dashboard and at least two agents wired into one Operator OS, running on your live store.

    Artifact: Operator OS

  5. 08 · Ship

    Prove it runs, then take it home

    A live demo on your real data, a 1:1 stack-fit pass, the downloadable Artifact Vault, and a 30-day rollout plan.

    Artifact: Artifact Vault + rollout plan

Straight answers

The things you’re weighing, answered flat.

My data is messy and sensitive.

Module 0 is the redaction layer, and it runs before you build anything. You learn what to anonymize and how to sandbox, so no raw PII or financials leave your control.

I'm not technical.

If you can use Shopify admin and a spreadsheet, you can build everything on this page. You prompt in plain English; MCP is an authenticated cable between your AI and your tools, not something you maintain.

Won't this be outdated in three months?

You own the orchestration layer, not a frozen tactic. When a better model ships, you swap it underneath the Operator OS instead of rebuilding.

Will it actually work on my Shopify, my payments, my WhatsApp?

Everything is built on your real stack, in the room — not a demo store. Day 2 includes a 1:1 stack-fit pass on your actual Shopify, payment provider and WhatsApp BSP.

I can just ask ChatGPT myself for free.

You can, and you already do. Four AI subscriptions on the company card, nothing in your store running on any of them. A chatbot answers questions; you leave with a dashboard on your live data, scheduled agents, and workflows in production.

$500 is steep — every rupee is visible to me.

It should be visible. $500 / ₹41,500, stated the same in both markets, with no-cost EMI in India and no discount framing. It buys two live days, nine systems on your store data, the Artifact Vault, and a money-back guarantee we honor.

I've done courses before and never implemented.

You don't take notes here. You build the system and demo it live on your own store before you leave. Day 2 closes with a written 30-day rollout plan and an async check-in.

What to bring

No coding required. You need a laptop, a real store with real data, and read access to the accounts below.

Bring

  • Laptop — any modern laptop.

  • A real store — Shopify recommended; a marketplace or CSV export works too.

  • Shopify admin — read access.

  • Ads accounts — read access to Meta and/or Google.

  • Payments — Razorpay / Stripe (or a payments CSV).

  • 90-day export — last 90 days of orders, plus a reviews/DMs export.

  • WhatsApp — your BSP if you have one; we provide a sandbox number if you don't.

Pre-work pack · 5 days early
  • The install list: Claude (Pro/Max) with Claude Code, ChatGPT, a free n8n cloud account, HeyGen and ElevenLabs trials.
  • A 20-minute “connect your accounts safely” video.
  • A one-page redaction checklist, so no raw PII or financials leave your control.

Bring the data; Module 0 makes it safe to use before you build anything.

What leaves the room

Three jobs only you can do. By Sunday, they don't need you.

  • The month-end hunt for a real number stops costing someone their afternoon. The dashboard already has it, refreshed, before anyone asks.

    D2C & ecommerce founders

    Profit Engine Dashboard · live on your store

    Mono tiles: blended CAC, 30-day repeat rate, cash position.

  • Cart recovery and reorder nudges stop waiting for you to remember them. The lifecycle engine sends them on your store's schedule.

    D2C & ecommerce founders

    Anti-Leaky-Bucket Engine · in production

    n8n canvas: Shopify webhook → AI personalization → WhatsApp/email send.

  • Six agents stop being six tabs you have to remember to open. They fire on schedule and report to one screen.

    D2C & ecommerce founders

    Operator OS · the command center

    Central dashboard tile, satellite agent tiles with running states.

  • Nine artifacts, itemized above
  • Built in the room, on your own store
  • Downloadable, version-controlled, yours
Protocol 01 — The Operating System

Twenty-five seats. Two days. One system on your store.

One cohort a month. One lead instructor, two floor coaches, live across both weekend days. Application-only — the room is part of what you pay for.

  • Every session live
  • Every asset delivered
  • Zero upsell, ever
$500₹41,500
No-cost EMI in India
  • no-cost EMI available in India
  • money-back guarantee, honored
Apply for a seat

We review every applicant for fit. If accepted, you get a private checkout link — no countdowns; when this cohort fills, the next Protocol opens.

Built live, on your own store, and yours after the room empties.

Protocol 01 — The Operating System