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the AI compounding operating system
I sat down with @chasing_next and broke down how we use obsidian, claude code, and file based systems
in this video we cover our systems on how we manage context libraries, build skills around it and get it all done
we've been building something that works the opposite way
- the more you use it
- the smarter it gets
here's the breakdown:
context
- a local library of files your AI can actually access
- project docs
- emails
- transcripts
- customer calls
- all sitting on your machine
connection
- tools like claude code talk directly to those files
- no copy pasting into chat windows
- agent scans and synthesizes across your entire knowledge base
organization
- obsidian keeps everything visual and markdown friendly while the agent works in the background
you stay as the orchestrator
- you do the strategic thinking
- the agent does the heavy lifting
instead of prompting the same thing over and over you build custom skills from real research and let the system handle the repetitive work
you don't need a complex setup to start
open one folder
- connect it to an AI tool
- let it compound from there
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@codyschneiderxx looking forward to the gtm course. Are you going to add information about how to get fractional roles as well with the new skills? I'd be interested to learn more on how your friends are doing this
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@codyschneiderxx hi, in your go-to market course will you speak about how to get fractional roles with these new skills?
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I was so tired of doing SEO research manually
so I just made Claude Code a Senior SEO Engineer by giving it access to my Keyword Everywhere API key and my Data For SEO API key
it just researched all the keywords related to my product like
X vs Y
X alternative
X review
etc.
and I made a full Notion document guide for you with a tutorial
It includes:
1. How to set up Claude Code and provide your API keys
2. How to get it to do initial research for you
3. How to get it to write the blog posts
4. How to get it to publish them
5. How to set up an AI data analyst to analyze your Google Search Console data to refresh those blog posts
6. How to track the signups from these blog posts via google tag manager and google analytics 4
everything above is just API calls and Claude Code doing the work for you
like this post and comment "SEO" and I'll send the Notion document to you

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I built the ultimate GTM Engineer AI Toolkit that handles prospect research, outreach writing, meeting prep, and more in minutes.
This is a beginner-friendly walkthrough that shows you exactly how to set it up, use it at work, and personalize it to your business.
It can:
- Research real prospects and companies
- Score accounts against your ICP
- Write personalized cold outreach sequences
- Generate meeting prep briefs before calls
- Help you build a repeatable prospecting pipeline
- All using a free toolkit + Claude Code / Codex.
This is for SDRs, founders, marketers, and GTM operators who want to use AI to do more at work without buying another expensive tool.
I break down the full workflow step by step in the video.
👇 Comment "GTM GUIDE" and I’ll send you the full toolkit.
(make sure you're following me so I can DM you)
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I automated $500 UGC videos down to $5 each 🤯
So I built a Claude skill that handles the full pipeline (and now im open sourcing it)
Kling 3 just dropped. you can lock a creator's face AND your product across unlimited generations (and they look awesome).
Same person. Your product. Different hooks. Forever.
But getting it to not look like AI slop is where most folks fail.
One product in → photorealistic creator → identity locked → video rendered → 15 variants out.
Here's how it works:
→ @NanoBanana generates creators with built-in imperfections (flyaways, skin texture, asymmetry)
→ @Kling_ai locks that face + your product screenshot
→ Design shots BEFORE script (sitting→sitting→sitting = boring)
→ Native lip-sync
→ Multiply hooks and formats automatically
No creator hunting. No $500 invoices. No 5 day turnarounds.
Here's what the skill includes:
- Director-first pipeline (visuals before dialogue)
- Photorealistic prompt formula
- 6-character demographic roster
- 4 "stealth checks" to catch fake-looking UGC
- Kling prompting guide (think in shots, not keywords)
- @fal API setup
Built 100% in claude code.
Want the skill for free?
→ Like this post
→ Comment "UGC"
And I'll DM it to you (must be following)
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Clawdbot + MakeUGC V.2 = 550 videos per day
Fully-realistic UGC ads — cinematic lighting, human motion, perfect pacing — powered by AI agents.
UGC cost: $0
Production time: minutes
Scale: instant
One AI engine that creates, tests, and scales short-form ads automatically — nonstop.
It’s live. Campaigns are scaling now.
Comment + RT “V2” and I’ll DM you the full workflow.
(Must be following)
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I get hundred of cold emails a day
here’s how I use claude code to uno reverse them, and cold email them back selling them my services
i’ve found cold email is actually an unbelievable buyer signal
if they are cold emailing me, they are trying to grow their business
i help people understand what is working for growing their business
so i had claude code build a filter that extracts cold emails
once i have the cold emails, i use perplexity to research the founder for the company cold emailing me
then i find their linkedin
then i find their email with the apollo api
then i find cold email them in instantly
this whole thing runs on autopilot
if you want the code like this post and comment “uno reverse” and i’ll send it to you

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want to replace clay?
hey claude, build this:
build me an advanced lead enrichment and outbound system.
i'm going to give you company domains and contact names.
waterfall will be:data ingestion > company enrichment > contact enrichment > email verification > scoring > AI research > personalized messaging > CRM sync > campaign launch
for company enrichment, cascade through:
firmographics (HQ, headcount, revenue, industry, funding)
technographics (tech stack, CRM, marketing tools)
signals (job postings, funding news, new hires)
for contact enrichment:
title normalization
work emailmobile
linkedin URL
use APIs of:
Apollo
Clearbit
ZoomInfo
Hunter
Prospeo
Dropcontact
ZeroBounce (verification)
then add AI layer that:
pulls recent linkedin posts
summarizes their role and KPIs
finds trigger events from news
generates personalized icebreakers
writes email variants by segment
creates linkedin connection messages
scoring formula:
ICP fit (industry + revenue + tech stack) = 0-100
intent signals (funding, hiring, site visits) = bonus points
80+ = high touch, 50-79 = standard sequence, <50 = nurture
if you want my code for this comment "GTM" and I'll send it to you

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found an app that builds n8n workflows from plain english
not "kind of" builds them
not "gets you 70% there"
actually builds production-ready workflows while you watch
tested it on a lead enrichment pipeline that usually takes me 2-3 hours
done in 14 minutes. fully configured. no debugging.
here's why this matters:
everyone told you n8n was "no-code"
then you got in and realized:
→ you need to understand json structures
→ you need expression syntax
→ you need to debug why nodes aren't connecting
→ you need a developer on speed dial
it was low-code the whole time
this tool actually delivers what "no-code" was supposed to mean
describe what you want in plain english
watch it build the entire workflow
deploys directly to your n8n instance
debugs itself
the gap between "i have an idea" and "working automation" just collapsed
agencies are still charging $8-15K for workflows this builds in 20 minutes
the intelligence gap is stupid right now
comment "BUILD" and i'll send you:
→ the tool + how to set it up
→ my comparison video (manual vs this)
→ 3 workflow templates that print money

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$180k plus monthly revenue from authority style ai health pages
the winning angle is expert led education not direct selling
clear problem framing delivered through credible visual explanations
the content feels informational and trust builds before any product appears
ai generates presenters scripts pacing and visual consistency at scale
pages publish daily and double down on formats that spike organically
this system works especially well for weight loss health and longevity niches
i wrote a full breakdown covering angles formats and posting flow
rt and comment "health" and I'll send the full guide
(follow for dm)
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