Agent Gym: your agent can build anything. Now it can sell it.

01 The gap

Your agent has half a brain. The half that doesn't make money.

Inside every coding agent there are two jobs. One is staffed by a senior. The other is running on vibes from 2024 training data.

Ship codesenior level

architecture ✓ · refactors ✓ · tests ✓ · deploys ✓

Ask it to build auth, migrate a database, ship a feature. Flawless. This half got all the training.

←

agent gym
fills this half →

Sell itintern level

positioning ✗ · hooks ✗ · channels ✗ · market pulse ✗

Ask it to write your launch post. Generic slop, stale playbooks, zero idea what worked this week.

The slop problem

"Excited to announce" posts nobody reads. Your agent writes like every other agent, because it learned from the same generic internet.

symptom: 12 likes, 0 signups

The staleness problem

Marketing shifts weekly. Hooks die, channels throttle, algorithms turn. A frozen model can't know what changed last Tuesday.

symptom: tactics from 18 months ago

The founder problem

You know how to build. Marketing feels like a second full-time job you never signed up for, so it silently never happens.

symptom: great product, zero distribution

02 Same agent, new brain

Same prompt. Same agent. One file changed.

before / after

hero-headline.diffagent-gym installed

write the hero headline for my screenshot-to-code tool

before: raw agent

"Revolutionize Your Workflow With AI-Powered Development"

"Unlock the power of seamless design-to-code transformation"

after: agent-gym/skills + drop w27

"Screenshot in. Production React out. 14 seconds."

"Your designer ships mockups. This ships the code."

source: pain-first formula #9, hook vault. Timing angle: drop w27, signal 03.

Want this diff on your own headline?install free, run it on your landing page today

Try it free↗

03 How it works

Three steps. Then it compounds every Monday, forever.

1→

Install the brain

One command drops 27 skills and the vault into your repo: npx agent-gym init. Plain markdown files your agent reads natively. 10 minutes, no SDK, no lock-in.

2→

Tune it to your product

Answer 5 questions. The profiler locks your ICP, category, stage and voice into profile/, so every draft is about your product, not a generic startup.

Run the weekly loop

Monday drop lands. Your agent reads it against your profile, drafts the week's moves, you approve in 20 minutes. It ships. Repeat 52 times a year.

what lands in your repoplain .md, git-diffable

agent-gym/
├─ skills/        27 battle-tested playbooks       positioning.md · launch.md · hooks.md ...
├─ vault/         the evidence library             596 hooks · 41 formulas · 9 teardowns
├─ signals/       fresh market intel               drop-w27.md ◀ new every Monday
└─ profile/       your product, ICP, voice         tuned once, used everywhere

market400+ sources

filtertested, scored

drop.mdMonday 07:00

your agentdrafts the moves

you approve20 min/week

shippedevery week

04 Live behavior

You talk to your agent like always. It just got dangerous.

No new app, no dashboard. Your existing terminal, with a marketer inside. Things you can say five minutes after install:

plan my launch week tear down my landing page what should I post today? find where my buyers hang out write 10 hooks from formula #9 what changed in the market this week?

claude · ~/your-startup

YOU

you

plan my launch week

your agent · reading skills/launch.md + drop-w27.md

Your ICP responds best to build-in-public angles right now (signal 03, this week's drop). Drafting a 7-day plan: teaser thread Monday, comparison page Wednesday, launch post Friday 9am ET.

launch-week-plan.md14 tasks → review

+150 xp · weekly quest: launch loop

YOU

you

hooks for the launch post, my voice

your agent · vault/hooks.md × profile/voice.md

10 hooks drafted from formulas #3, #9, #17. Top pick scored against your past winners. Nothing ships until you approve.

05 The modules

Six modules. Each one replaces a hire you were putting off.

Strategy Core

Positioning, ICP, offer design, pricing psychology. The thinking layer that decides what to say before anything gets written. Your agent stops guessing who it's talking to.

7 skills · positioning.md, offer.md, pricing.md ... replaces: $6k/mo strategy consultant

Content Engine

Hooks, threads, landing copy, launch posts. Every draft built from formulas with receipts, in your voice.

8 skills · hooks.md, threads.md, landing.md ... replaces: $3k/mo content writer

The Vault

596 hooks, 41 formulas, 9 funnel teardowns. Not theory: every entry has the numbers it earned attached.

evidence library · updated with every drop replaces: years of trial and error

Signal Intelligence

The Monday drop. Fresh market signals filtered from 400+ sources, scored and translated into moves for YOUR product. This is the part a frozen model can never have: what worked last week.

52 drops/year · drop-w27.md live now replaces: $99/mo trend subscriptions

Competitor Radar

Teardown playbooks for rival landing pages, pricing and launches. Know their angle before they finish shipping it.

4 skills · teardown.md, watch.md ... replaces: $500 one-off audits

Analytics Loop

What shipped, what landed, what to double down on. Your agent reads results and adjusts next week's plan.

4 skills · review.md, doubledown.md ... replaces: the dashboard you never open

06 The moat

Skills are the muscles. Signals are the pulse.

Anyone can write prompts. Nobody else ships your agent a weekly read on what the market rewarded in the last 7 days.

400+ raw signals scanned

~1,900 data points scored

~140 survive the filter

12-18 make the drop

the other 98% dies in the filter so your agent never reads noise

What's workinghooks, angles and formats that earned this week

What's dyingtactics losing reach so you stop wasting cycles

What's openingnew channels and gaps flagged before the crowd

What it means for youevery signal translated against your profile

signal

"Comparison pages are outranking listicles for dev-tool queries. Shift observed across 6 tracked launches."

evidence

Traffic deltas, 3 example pages, which template earned featured snippets. Numbers, not vibes.

your move

"Ship a [you] vs [competitor] page this week. Your agent has the template: skills/comparison.md."

07 The drops

Every Monday. 07:00. No Monday skipped since launch.

drop-#047agent-native SEO · 14 signals

drop-#046launch-week timing · 12 signals

drop-#045pricing page shifts · 16 signals

drop-#044short-form hooks · 13 signals

drop-#043cold-start channels · 15 signals

drop-#042comparison pages · 12 signals

this week

signals/drop-w27.md5 of 14 shown

hot

Build-in-public angles up 3.1x for dev-tool launches this week. 6 tracked cases.

hot

Comparison pages outranking listicles. Template + 3 examples inside.

rising

Agent-native content negotiation. Serving agents their own briefing page.

rising

Founder-voice email beats brand voice 2.4x on reply rate across 9 sends.

dying

"We just launched" threads. Reach down 71% in 3 weeks. Stop posting these.

drop #041 flagged this shift 3 weeks before mainstream coverage

08 Who runs it

Three ways people turn the brain into money.

the indie hacker

Ship products that actually get found

"I shipped 4 products this year. Total revenue: $0. Marketing was always the wall."

The loop turns launch week from panic into a checklist. Positioning, hooks, launch plan: drafted by the agent, approved by you.

day 1 win: launch plan for the product sitting unshipped

the agency operator

Sell outcomes, not hours

"Every client asks for content and strategy. I bill for builds."

Install the brain once, run it across every client repo. Weekly signal drops become client-facing insight you charge for.

day 1 win: a signal-backed audit for your biggest client

the content founder

Feed the machine without burning out

"I know content compounds. I just can't produce at the pace the algorithm wants."

596 hooks with receipts + your voice profile = drafts that sound like you on your best day, at 10x your pace.

day 1 win: 2 weeks of posts drafted from one work session

09 The math

What replacing this actually costs.

do the math

27 battle-tested skillsstrategy, content, launches, teardowns

$1,200 as a course

The evidence vault596 hooks · 41 formulas · 9 playbooks

$400 as a database

52 weekly signal dropsfresh market intel, scored + translated

$1,188/yr as a newsletter

Product profilerICP, category, voice locked into files

$300 as an audit

Launch-week war roomday-by-day launch playbook

$97

Landing page teardown kitthe 12-dimension audit skill

$47

Voice extractorclones your writing voice from 10 samples

$47

Founding Discordoperators comparing what's working

priceless-ish

If you bought the pieces$3,280+

$15/mo

or $99/year (save $81) · cancel anytime · today's price locked for life

Get the brain · $15/mo↗

Operators talking

Numbers from people already running it.

★★★★★

"Launch post drafted from drop w24 did 41k impressions and 312 signups. My previous launch did 900 impressions. Same product."

Marcus T.solo founder, devtools

★★★★★

"Installed it across 6 client repos. The Monday drop became a $1,500/mo line item I sell as 'market intelligence'. It costs me $15."

Dana K.agency operator

★★★★★

"From 2 posts a week to 11, same hours. The voice profile is scary: my cofounder can't tell which posts I wrote."

Priya S.content founder

10 The field

Why not just [cheaper thing]?

	Raw agent	AI copy tool	Freelancer	Agent Gym
Knows this week's market	✗ frozen	✗ frozen	~ sometimes	✓ weekly drops
Knows YOUR product	✗ generic	✗ templates	✓ after onboarding	✓ profile files
Works inside your repo	✓	✗ another tab	✗ email chains	✓ plain .md
Evidence, not vibes	✗	✗	~ their memory	✓ 596 receipts
Cost per month	$0 + slop	$49-99	$2,000+	$15

11 Pricing

Less than one hour of your rate.

Every tier ships real files into your repo. Cancel anytime, keep everything already installed.

Free

kick the tires

3 starter skills (positioning, hooks, launch)
50-entry vault sample
1 full signal drop to judge the quality

Install free↗

Built for some people. Honestly not for others.

This is for you if

You ship with Claude Code, Cursor, Codex or any coding agent
You have (or are building) a product that needs users
You'd rather approve drafts than write from zero
You want marketing running weekly without hiring

Skip it if

You don't use a coding agent at all
You already have a marketing team you love
You want done-for-you service, not a system you run
You expect results without shipping anything

Questions

Asked before buying.

Which agents does it work with?

Claude Code, Cursor, Codex, Windsurf, Cline and anything that reads markdown context files. If your agent can read a file in your repo, it can use the brain. No SDK, no API keys, no integration work.

What exactly arrives every Monday?

One file: drop-wXX.md. Inside: 12-18 scored signals (what's working, what's dying, what's opening), evidence for each, and a "your move" section your agent translates against your product profile.

Is this just prompts?

No. Prompts are instructions. These are playbooks with evidence: each skill embeds decision frameworks, worked examples and numbers from real campaigns behind 1B+ views. Plus the weekly signal layer no prompt pack has.

Why not just ChatGPT with a good prompt?

A frozen model can't know what worked last week. The moat isn't the writing, it's the freshness: 400+ sources filtered into 12-18 signals weekly. That data pipeline is the product; the skills are how your agent uses it.

What happens if I cancel?

Everything already installed stays in your repo and keeps working. You stop receiving new Monday drops and skill updates. No rug-pull: they're your files.

How much of my time does it need?

10 minutes to install, 15 to tune the profile. Then the weekly loop: ~20 minutes on Monday reviewing what your agent drafted. That's the whole job.

Do you mark up tokens or API costs?

No. Agent Gym ships files, not proxied API calls. Your agent runs on your existing subscription. We never see your usage or your code.

Why is the price this low?

Because it's files, not seats. Marginal cost is near zero and we'd rather own the category at $15 than milk 200 people at $200. Founding members lock today's price forever.

Your agent can build anything.Now it can sell it.

Your agent has half a brain. The half that doesn't make money.

The slop problem

The staleness problem

The founder problem

Same prompt. Same agent. One file changed.

Three steps. Then it compounds every Monday, forever.

Install the brain

Tune it to your product

Run the weekly loop

You talk to your agent like always. It just got dangerous.

Six modules. Each one replaces a hire you were putting off.

Strategy Core

Content Engine

The Vault

Signal Intelligence

Competitor Radar

Analytics Loop

Skills are the muscles. Signals are the pulse.

Every Monday. 07:00. No Monday skipped since launch.

Three ways people turn the brain into money.

Ship products that actually get found

Sell outcomes, not hours

Feed the machine without burning out

What replacing this actually costs.

Numbers from people already running it.

Why not just [cheaper thing]?

A million founders just hired the best engineer of their lives. Code stopped being the moat. Distribution is the whole game now, and your agent is still playing it blind. We built the eyes.

Less than one hour of your rate.

Built for some people. Honestly not for others.

This is for you if

Skip it if

Asked before buying.

Your agent is ready. It's been ready.