Davithe
193 posts


Self-improving Claude Code skills are f*cking ridiculous 🤯
One loop → 10 test runs, scored against an eval, prompt rewritten, retested, winner kept.
A hook writer skill went from 32/50 to 47/50 overnight.
All inside Claude Code.
Perfect for DTC brands and agencies who have built Claude Code skills but the output is still inconsistent — great 70% of the time, unusable the other 30%.
If you've been manually tweaking your skill prompts one run at a time, re-reading outputs, adjusting instructions based on vibes, and never quite getting the consistency you need...
This method eliminates the entire loop:
→ You define 3-5 binary eval criteria for your skill
→ Claude runs the skill 10 times with varied inputs
→ A separate evaluator scores every output against your criteria
→ It identifies the most common failure patterns
→ Rewrites the skill prompt to fix what's failing
→ Retests and keeps the winner
→ Repeats until the score plateaus
No manual prompt tweaking.
No reviewing every output by hand.
No "it worked that one time but I can't reproduce it."
What you get:
→ A skill prompt that's been through 50+ automated test runs
→ A scored improvement log showing exactly what changed and why
→ Eval criteria you can reuse every time you update the skill
→ A method that works on any skill: hooks, briefs, ad copy, scripts, reports
Inspired by @karpathy's auto research repo, the same loop AI labs use to improve their own models, applied to your creative workflow.
I put together a full playbook showing how to set up the eval, the exact Claude Code prompt for the improvement loop, and starter eval criteria for the 5 most common DTC creative skills.
Want the playbook for free?
> Like this post
> Comment "IMPROVE"
And I'll send it over (must be following so I can DM)
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Claude Skills are a cheat code for DTC creative teams 🤯
One setup, reusable forever.
Claude automatically follows your exact creative process — briefs, hooks, ad copy, research — without you explaining anything twice.
Perfect for e-comm brands and agencies who are using Claude for creative work but wasting time re-explaining context every single conversation.
Here's the problem:
You open Claude: you paste in your brand guidelines, explain your brief format, write the copy, you close the chat.
Next day, you do it all over again.
Every conversation starts from zero. You're burning 20 minutes on setup before you even get to the actual work.
Claude Skills fix this:
→ Write your creative process once as a Skill (a simple markdown file)
→ Claude reads it automatically whenever the task comes up
→ Skills compose — research triggers the research Skill, briefs trigger the brief Skill, copy triggers the copy Skill
→ All in one conversation, all building on each other
→ Share across your team so everyone gets the same quality output
No re-explaining your brand voice.
No pasting the same context every chat.
No siloed projects that don't talk to each other.
What's in the playbook:
→ The full architecture (how Skills trigger, chain, and compose)
→ 5 ready-to-use Skill templates built for DTC and agency creative teams
→ Step-by-step setup from zero to working Skills
→ How to write instructions that produce consistent output every time
→ The composability framework for running multi-step creative workflows in one conversation
I put together the complete Claude Skills Playbook for DTC brands and creative agencies.
Want it for free?
>Like this post
>Comment "SKILLS"
And I'll send it over (must be following so I can DM)
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Davithe retweeté

Nano Banana + N8N = AI Creatives Factory
This AI system creates scroll-stopping visuals at scale using Google's newest image model.
No designers. No agencies. No $50K creative budgets.
Just endless professional-grade ads that look like top brands made them.
Here's how it works:
→ Upload your product catalog to Airtable
→ N8N automation scrapes product details and images
→ Nano Banana creates multiple creative angles for each product
→ System generates different backgrounds, styles, and compositions automatically
→ All variations get organized in Airtable with performance tracking ready
Each visual pennies to generate.
You own 100% of the assets forever.
Runs 24/7 without touching it.
While competitors spend hours in Photoshop or pay agencies thousands per month, you'll be cranking out unlimited variations automatically.
Perfect brand consistency across every creative.
Built 100% in N8N.
Want the complete workflow?
Comment "NANO" + RT + Like
I'll DM you the entire N8N template + Airtable setup
(Must be following so I can DM)
Skip this and keep paying designers $200 per ad variation.


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Claude Cowork + Meta Ads is absolutely wild 🤯
I built an AI creative system that does what most ad teams can't.
Every AI model I tested fell flat on ad creative.
Generic hooks, surface-level angles, zero understanding of what actually converts on Meta.
Then I got inside Claude Cowork.
12 hours later I had a full system dialed in for paid social creative.
Here's what it does:
→ Analyzes your best ads and tells you exactly why they're winning
→ Generates fresh angles segmented by buyer awareness level
→ Writes first lines engineered to stop the scroll on Meta
→ Builds execution-ready briefs your creative team can run with immediately
→ Flags when your current ads are going stale and suggests pivots
All inside one Claude Cowork workspace. No plugins. No extra tools.
Here's who this is for:
Brands spending $50K-$500K/month on Meta who are stuck in the same cycle:
-> Your creative team keeps testing random ideas
-> Your winners eventually die and the replacement process is slow
-> Nobody can produce volume fast enough to keep up with the algorithm
This system turns a week of creative strategy into a single afternoon.
I packaged the whole thing into 50 ready-to-use prompts across 5 categories:
-> Winning Ad Analysis
-> Angle Generation
-> Scroll-Stop Hooks
-> Creative Brief Builder
-> Ad Refresh & Fatigue Prevention
Copy, paste, run.
Want access for free?
> Like this post
> Comment "COWORK"
And I'll send it over (must be following so I can DM)
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Davithe retweeté

The top-performing brands on Meta today are allocating 30–50% of spend to partnership ads because they consistently deliver lower CPAs and higher CTRs.
From Meta’s POV, partnership ads aren’t a separate channel or tactic. They’re a creative diversity lever.
Partnership ads don’t work because of creators. They work because of identity.
The algorithm isn’t asking: “Who is this creator?” It’s asking: “What new information does this ad introduce into the system?”
That’s why partnership ads unlock incremental reach when done properly and why they fall flat when brands just reskin the same message with a different face.
Same message + different creator ≠ new learning.
Different message + different identity = signal.
If your partnership ads are just:
• Brand script, creator delivery
• Same hook, new handle
• Volume without distinction
You’re not giving the system anything new to work with.
Partnership ads aren’t about borrowing audiences. They’re about teaching the algorithm something it didn’t know before.
That’s the shift most brands are still missing.
And it’s exactly what the system rewards:
– A new voice
– A new perspective
– A new way of telling the story
🤝 Introducing the Partnership Ads Guide, the ultimate resource for unlocking incremental reach.
We’ve distilled everything you need to know into a simple, actionable guide with industry examples.
Want it?
Retweet this post
Comment “partnership” and I’ll DM it to you
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Hooks are the MOST important part of an ad.
But 90% of brands get it completely wrong.
After generating $100M+ on Meta ads, I built a system for creating and testing hooks that actually stop the scroll.
And now, for the next 48 hours I’m giving it away:
✔ Our 25+ page guide I give away internally to my team
✔ 50+ stealth-style hook examples used in 7–8 fig ad accounts
✔ A swipe file of 500+ viral hooks & headlines that stop the scroll
Want it? Like + Comment: “HOOK” and I’ll sent it over.

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