Dtc brands
Post LinkedIn lead magnet · Dtc brands
Self-improving Claude Code skills are f*cking ridiculous 🤯 One loop → 10 test runs, scored against an eval, prompt rewritten, retested, winner kept. All inside Claude Code. Perfect for DTC brands and agencies who have built Claude Code skills but the output is still a coin flip: great sometimes, completely unusable the rest. If you've been editing your skill prompts based on vibes, re-reading every single output, adjusting one line at a time, running it again, and hoping this version is finally the one that sticks... This loop eliminates the entire cycle: → 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 across all runs → Rewrites the skill prompt to fix exactly 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 pressure-tested across 50+ automated 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 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 "SKILL" And I'll send it over (must be following so I can DM)
Mécanisme lead magnet
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