P2P

Stop Writing

prompts

Everyone uses AI. Nobody uses systems. That's why it keeps failing you. Build AI systems that remember, check their work, and make money.

Compliance Auditor
Career Coach
Content Creator
Freelancer
Network Engineer
60,000+ words | 15 chapters + annex | 4 real systems | $0.01/run

Chapter 1 — What You Build in 20 Minutes

Slop Factory Pipeline

FindTrending topics
Flow
GenerateVideo scripts
Instruction
DeduplicateSkip repeats
Control
ScoreQuality check
Control
StoreTopic ledger
Memory
DeliverDaily batch
Flow
Runs daily. Second run skips topics already in the ledger.
Instruction
Memory
Control
Flow
60K+words
15chapters + annex
4real systems
$0.01per run
20 minto first build
How It Works

Configure Once. Use From Your Phone.

You set it up once with markdown files. After that, you interact through Telegram — ask questions, get digests, request drafts. The system runs on a schedule while you sleep.

Configure Once

Write Your Skills

Use It From Telegram

It Runs While You Sleep

openclaw.json
{
  "name": "content-scout",
  "skills": ["skills/content-scout.md"],
  "plugins": ["trend-scraper"],
  "schedule": "0 7 * * *",
  "channels": {
    "telegram": { "enabled": true }
  }
}

Configure it once. Use it from your phone. The book shows you how.

Read the Free Chapter
What You Build

Four Systems. Real Revenue.

Every chapter ships a working system with a revenue model attached. You leave with a portfolio, not a certificate.

5 scripts
first run

Slop Factory — Your First System

You paste the same prompt every morning. It suggests the same topics. You edit out the repeats yourself. Slop Factory does it all on a schedule — finds trends, generates scripts, skips what it already covered, and delivers a daily batch. Revenue: content funnel, affiliates, brand deals.

14 leads
first run

CertScout — Same Pattern, Harder Problem

You Google expiring certifications one by one. You forget to follow up. Leads go cold. CertScout scrapes them automatically, scores by urgency, drafts outreach, and sends you a daily digest. Same pattern as Slop Factory — applied to a domain that pays directly. Revenue: $500-$2K/mo retainer.

$0.02
per application

Vetta — The Job Agent Done Right

400 job agents ship every month. Most produce obvious AI slop. Vetta pulls jobs from multiple sites, then checks every application three times to strip out robotic patterns. A scoring checklist catches what sounds fake before any employer reads it. Revenue: SaaS, placement fee, or white-label for coaches.

4
universal concepts

4 Concepts — The Framework

When your AI forgets context, that's Memory missing. When it gives you confident garbage, that's Control missing. Instruction, Memory, Control, Flow. Four concepts that explain every AI failure you've ever had. Learn them once, diagnose anything.

$0.01
per run

Runs on $0.01/task

Open-weight models only. No proprietary APIs, no surprise pricing changes. Your systems cost pennies to run and your margins stay yours.

10+
clients

Amplify (Pro Only)

One setup, many clients. Each gets their own voice, their own schedule, their own content. You run it all from the same system without mixing anyone's data. Available in the Amplify Annex (Pro tier).

How Your Agents Work

Four Pipelines. One Pattern.

Every system follows the same structure: find data, process it, check it, deliver it. You learn the pattern once with content. Then you apply it to harder problems that pay more.

Slop Factory

Chapters 1 – 4

Search
Generate
Filter
Score
Store
Deliver

CertScout

Chapters 5, 7

Search
Score
Draft
Gate
Schedule

Vetta

Chapters 6, 8 – 10

Profile
Route
Humanize
Gate
Track

Amplify

Annex A1 – A4

Clients
Profile
Generate
Gate
Approve

Color = concept:

Instruction
Memory
Control
Flow
From the Book

What You'll Build

Real systems, real revenue models, real files you can run. Here's what each chapter delivers.

Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.

1
Ch 1
Slop Factory

Four concepts. Four failures. When something isn't working, check which one is missing.

2
Ch 2
The Framework

System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.

5
Ch 5
CertScout

Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.

1
Ch 1
Slop Factory

Four concepts. Four failures. When something isn't working, check which one is missing.

2
Ch 2
The Framework

System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.

5
Ch 5
CertScout

Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.

1
Ch 1
Slop Factory

Four concepts. Four failures. When something isn't working, check which one is missing.

2
Ch 2
The Framework

System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.

5
Ch 5
CertScout

Twenty minutes from install to a working system that found 5 trending topics, generated scripts, and stored them so it never repeats.

1
Ch 1
Slop Factory

Four concepts. Four failures. When something isn't working, check which one is missing.

2
Ch 2
The Framework

System runs unattended for 3 days. Daily digest shows only new leads. No duplicates. No babysitting.

5
Ch 5
CertScout

400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.

6
Ch 6
Vetta

My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.

Beta
Beta
First Reader

Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.

13
Ch 13
Revenue

400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.

6
Ch 6
Vetta

My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.

Beta
Beta
First Reader

Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.

13
Ch 13
Revenue

400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.

6
Ch 6
Vetta

My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.

Beta
Beta
First Reader

Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.

13
Ch 13
Revenue

400 job agents ship every month. Most produce obvious AI slop. The difference isn't features. It's knowing when NOT to use an agent.

6
Ch 6
Vetta

My cousin wanted to keep going after 3 hours. Never opened a terminal before. That's how you know the content works.

Beta
Beta
First Reader

Never price hourly. Price on outcomes. CertScout: retainer. Vetta: per placement. Amplify: rev share on growth.

13
Ch 13
Revenue
Pricing

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The full book + hosted workspace
$79
/mo
  • Full 15-chapter book (PDF)
  • Your own AI workspace (runs 24/7)
  • Talk to your systems from your phone
  • Build Coach prompts (all chapters)
  • Self-hosting guide included
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Hosted workspace + Amplify Annex for client work
$129
/mo
  • Everything in Builder
  • Your own AI workspace (runs 24/7)
  • Amplify Annex (4 bonus chapters)
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  • Priority support
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60,000 words. 4 real systems. Revenue models in every chapter. Get the notes that go deeper.