Run three linked workshops inside your AI coding agent. They build your offer, lead plan and customer copy. Separate reviewers attack the maths, message and plan while each weak spot is still cheap to fix.
Claude Code, Codex, OMP, opencode and agents.md harnesses
Leaves behind
Research, decisions, scripts, plans and HTML dashboards
OFFER QUALIFICATION RIG ILLUSTRATIVE RUN
SPECIMEN 024STATUS: UNTESTED
“AI automation for small businesses.”
Price: £500Guarantee: noneBuyer: everyone
A plausible idea. Too vague to trust.
ADVERSARIAL REVIEWSTATUS: 3 FAILURES
MarketerNo sharp buyer or urgent outcome.FAIL
StrategistCustom delivery destroys the margin.FAIL
Buyer “Nadia”“I cannot tell what I get by Friday.”FAIL
When two agents flag the same issue, the phase does not pass.
REVISION 02STATUS: RETESTING
“A five-day enquiry follow-up system for independent garages, installed with your existing inbox.”
Buyer narrowedOutcome made visibleDelivery standardised
The workshop fixes the decision, then runs the critics again.
QUALIFICATION RESULTSTATUS: CLEAR TO TEST
PASSNO CRITICAL FLAGS
offer.md
research.md
offer-summary.html
Stronger does not mean proven. Real customers still decide.
01 / 04
MARKETPRICEVALUEGUARANTEECHANNELMESSAGE
A yes-man gives you confidence. A test rig gives you evidence.
Most AI is helpful by default. It fills gaps, smooths rough edges and tells you the idea has potential. That is useful until the missing objection is the one that kills the sale.
STANDARD CHAT
“This is a compelling idea with strong market potential.”
GROWTH-ARSENAL
“Your buyer is vague, the promise is unmeasurable and the delivery model will not scale. Fix those before pricing it.”
The workshop does not move on because the answer sounds good.
Each phase has a gate. Research and drafting happen first. The critics review independently. Critical issues go back through the rig.
01
Build
Your agent asks the hard questions, researches missing facts and drafts the phase output.
02
Attack
A sceptical marketer, business strategist and dynamic customer personas review it in parallel.
03
Converge
Shared concerns become must-fix items. You revise, accept a trade-off or stop.
04
Persist
Approved decisions are written to files so the work survives restarts and hands off cleanly.
Three benches. One job: find what breaks.
Use one workshop on its own or run the full chain from offer to acquisition to final copy.
BENCH AOFFER
Turn a fuzzy idea into something a buyer can understand, value and say yes to.
Market choice, pricing, value equation, delivery, bonuses, scarcity, guarantees and naming. Every phase gets reviewed before it passes.
Build a lead system you can execute on Monday, not a channel list you forget by Friday.
Lead magnets, Core Four channel selection, outreach scripts, ads, content, referrals and a Rule of 100 plan. Customer personas receive the outreach as prospects.
Stop good thinking from leaving the workshop in machine-shaped language.
Customer-facing copy goes through plain-language rules, de-AI checks and a reader panel when the stakes are high. The offer and lead workshops call it automatically.
└──garage-leads-blueprint.mdscripts, channels, daily plan
Files remain in your project
The work survives the chat.
Each approved phase writes to plain files in your project. Restart the session, switch agents or hand the work to the next workshop without rebuilding the context from memory.
Research and assumptions stay visible.
Decisions accumulate instead of disappearing.
Final scripts and plans are ready to copy, edit and use.
Put it in your agent.
Open source. MIT licensed. Pick the install that matches your harness, then ask for the business problem in plain language.
git clone https://github.com/George-RD/growth-arsenal
cd growth-arsenal
./install.sh codex # claude | omp | opencode | agents
THEN ASK
“I run a small bookkeeping firm. Help me build an offer I can charge five times more for.”
Before you install it
Is this just a long prompt?
No. The workshops are phase-gated, write persistent files and run independent review agents at each checkpoint. A normal chat can imitate the tone, but it skips the structure and convergence rules.
Does it replace real customer research?
No. It catches obvious gaps before customers see them. Dynamic personas are a pressure test, not proof of demand. Real buyers still decide whether the offer works.
Do I need to know the Hormozi books?
No. The workshops apply the relevant questions and formulas one phase at a time. The repository is an independent open-source implementation inspired by $100M Offers and $100M Leads.
Can I use only one workshop?
Yes. Each workshop runs on its own. The lead workshop can audit an existing offer, and the copy gate can review any customer-facing text.