Three context layers to make Claude Code and Grok Bot write like top marketers
The approach feeds agents a swipe file of top-performing niche content, markdown notes on expert reasoning, and your own business context and voice before drafting.
there's a simple way to make Claude Code and Grok Bot write marketing like a top 1% marketer in your niche: give it 3 layers of context before it writes a single word 1/ the best material in your niche a swipe file shows the agent what winning work actually looks like > scrape the biggest outliers from the last 30 days > tweets, LinkedIn posts, Reels, landing pages, signup funnels, ad creatives > save raw outputs so the agent benchmarks against what resonates right now 2/ the thinking behind the work a swipe file shows what someone published, not the judgment that created it > pull transcripts from founder interviews, marketing teardowns and Y Combinator podcasts where experts break down their decisions > for a LinkedIn post, document why the first 2 lines were built to earn the click > for a landing page, document how they positioned the offer and handled objections turn those principles into .md files your agent reads before drafting this is the closest you get to uploading taste: not just the artifact, but the reasoning behind it 3/ your business context + your voice stops the agent from sounding like every other AI account on the timeline > your brand, ICP, product and offer so it knows who it's selling to > your emails, Slack messages, WhatsApp notes and past posts so it adopts how you naturally talk now the agent isn't starting from a blank prompt every time it has market benchmarks, expert judgment and your own business context spending an hour to build this beats spending your entire afternoon in a ChatGPT window begging the model to "make this better"