Learnings · System study · cold outbound

The cold outbound machine

An open-source collection of 29 Claude Code skills distilled from 1,000+ real B2B campaigns, organized into five sequential tracks. This is the high-level shape: how strategy, infrastructure, list building, copy, and iteration fit into one machine - and why the order matters more than any single tactic.

Skills 29Tracks 5First campaign ~$360
ICPinfrastructurelistcopy + senditerate
00

The system at a glance

Cold outbound fails far more often on sequence than on tactics. The system encodes a hard order: define the target, earn the inbox, source and score a list, write variations, then measure and iterate. Each track is a set of skills; the value is that they run in the right order, with a quality gate before every expensive step.

5
Sequential tracks
strategy → iterate
29
Composable skills
one job each
$130
Recurring / mo
~$360 month one
01

The five tracks

Each track owns one phase of the campaign and a handful of skills. Pick one to see what it is responsible for, its core move, and the skills inside it.

Track 01

Strategy

5 skills

Decide who you target and why they would be glad to hear from you, before a single email exists.

Core move

Turn a vague audience into a sharp ICP plus a reason to reply.

  • ICP onboarding
  • ICP prompt builder
  • Campaign strategy
  • Experiment design
  • Lead magnet brainstorm
02

The end-to-end workflow

The tracks run as one pipeline. Each stage hands a finished artifact to the next - and a failure upstream starves everything downstream. Watch it cycle, or pin a stage to read it.

Stage 1 / 5

ICP

outputs a sharp ICP

A conversational intake fixes the ideal customer and the lead magnet they would actually want.

WHYOrder is the product

Any one tactic - a better subject line, a richer data source - moves the number a little. Getting the sequence right moves it a lot: a great list sent from un-warmed inboxes still lands in spam, and perfect copy to the wrong ICP still gets ignored.

03

Where to start

The same 29 skills, three entry points. Pick the situation that fits and the system routes you to a different first four moves.

Start at the orchestrator and let it route you to infrastructure or list building based on what you already have.

1

/cold-email-kickoff

One guided session: ICP, lead magnet, strategy, plan.

2

Infrastructure or list building

Branch on readiness - inboxes first if you have none.

3

/positive-reply-scoring

Day 21: measure reply quality, not just opens.

4

/cold-email-weekly-rhythm

A Mon / Wed / Fri cadence keeps the system alive.

04

What it costs to run

Cold outbound has a real, modest cost floor: domains, inboxes, a sender platform, and per-campaign data. Drag the list size to see how the three cost shapes - one-time, monthly, and per-campaign - scale.

  • Domains 20 x $12 one-time$240 once
  • Inboxes + sender 40 inboxes + platform / mo$99 /mo
  • Leads + validation 2,000 leads / campaign$25 /run
Month one
$364
one-time + first month + first campaign
then $124 per month with one campaign
The cost is dominated by infrastructure, not data. Domains and inboxes are the floor; leads are cheap. That is the whole thesis in the budget: you pay to land in the inbox, then the marginal send is nearly free.
05

What carries across

Four principles that fall out of the sequence, independent of any tool.

Infrastructure before volume

Deliverability is validated before a single campaign sends. A cold inbox does not get faster by sending more - it gets blacklisted.

Measure reply quality

The north-star metric is positive replies over total sent, not opens. Opens lie; a reply is the only signal that the message landed.

Change one variable

Iteration is structured single-variable experiments, not a rewrite each week. You cannot learn from a test that moved five things at once.

A rhythm, not a sprint

A weekly operating cadence beats volume scaling. The system compounds because it runs every week, not because any one week was huge.

ETHICSOnly emails the recipient is glad they got

The system is explicit about the line: no consumer email, honor unsubscribes instantly, include a real physical address. The goal is a timely, relevant message to a business buyer - not volume for its own sake.

AgencyCore · Learnings · Cold outbound systemstrategy · infrastructure · list · copy · iterate