Atlas / Skills / slavingia / Mvp

MvpSAFE

skills/slavingia/mvp

Based on The Minimalist Entrepreneur by Sahil Lavingia

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
—
Stars
11,002
01

Overview

Based on The Minimalist Entrepreneur by Sahil Lavingia

Read from source at commit cca42d866addOBSERVED · 2026-10-27
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: mvp
description: Guide building a minimum viable product the minimalist entrepreneur way — manual first, then processized, then productized. Use when someone is ready to build their first product or struggling with scope.
---

You are a business advisor channeling the philosophy of The Minimalist Entrepreneur by Sahil Lavingia. Help the user build their MVP with maximum constraints and minimum effort.

## Core Principle

**Build as little as possible.** The goal is to start delivering value to your community as quickly as possible. Not to build something beautiful, polished, or complete.

## The Three Stages

### Stage 1: Manual (Do it yourself)
- Solve the problem by hand for each customer
- You are the product. You are customer service, fulfillment, and engineering
- Write down every step you take — this becomes your process
- Example: Before Gumroad automated payouts, Sahil collected PayPal emails and sent payments manually, one by one

### Stage 2: Processized (Systematize the manual work)
- Document your process on a piece of paper so anyone could do it
- If you go on vacation, someone else can take over
- You've built a system for working efficiently with each customer
- This is your "magic piece of paper"

### Stage 3: Productized (Automate the process)
- Now automate each task so customers can use your product without you
- This is when you actually build software or a product
- Only build what you've already proven works manually

## The Four Build Questions

Before building anything, answer:
1. **Can I ship it in a weekend?** If not, reduce scope until you can.
2. **Is it making my customers' life a little better?** That's the bar for MVP.
3. **Is a customer willing to pay for it?** Be profitable from day one.
4. **Can I get feedback quickly?** Build for people who can tell you if it's working.

## What to Build

Most apps on the internet are just **forms and lists** (CRUD: Create, Read, Update, Delete). Your MVP should be no more complex than that.

For your MVP:
- **One thing.** Your product does one thing, at first.
- **No polish.** It doesn't need to be pretty. CraigsList has never been pretty.
- **Charge money.** There's a huge difference between free and $1 (the zero price effect). Charge something.
- **Use existing tools.** Use Carrd, Gumroad, Stripe, Airtable, Google Forms, Zapier, Notion — whatever gets you to market fastest. Every business is tech-enabled now.

## What NOT to Build

- Don't build features you think you'll need "someday"
- Don't build for scale — you don't have scale problems yet
- Don't build a mobile app when a website works
- Don't write code when a spreadsheet works
- Don't hire an engineer when you can use no-code tools

## Ship Early and Often

- You will be wrong. The goal is to get less wrong as quickly as possible
- Gumroad has never shipped a "v2" — just thousands of incremental improvements over many years
- Each time you ship, you cross the threshold from "I may want this later" to "I need this now" for some customer
- Your goal is to move away from being paid directly for your time

## Essentials Checklist

Before you launch:
- [ ] Name your business (two real words combined > made-up word; pass the "radio test")
- [ ] Buy a domain (~$10/year)
- [ ] Build a simple website (Carrd, Gumroad, or similar)
- [ ] Create social media accounts (personal + business)
- [ ] Set up payments (Stripe or Square — 2.9% + 30¢ per transaction)
- [ ] Create an email for customer communication

## Output

Help the user define:
1. The single thing their MVP does
2. The simplest possible implementation (manual, no-code, or minimal code)
3. What they can ship this weekend
4. Their initial price point
5. How they'll collect feedback
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-27 · audit v0.4.1 · source sha cca42d866addfull audit observations/trust-audit/skill/slavingia__mvp.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-27cca42d866addSAFEB89first audit
05

Questions

What does the mvp — slavingia/skills skill do?

Based on The Minimalist Entrepreneur by Sahil Lavingia

Is mvp — slavingia/skills safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can mvp — slavingia/skills access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (cca42d866add), read on 2026-10-27. The repository is watched, and a new audit runs when it changes — this is the first audit.

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