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Close reading of the corpus at each pipeline stage: raw → clean → relevant → coded.

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Reading comments under one post — Daniel NC · AI Research & Models
I rebuilt my AI agent social media manager from scratch... Here's what V2 actually does now (and why it matters if you create content): The system runs on Claude Code with 17 specialized skills. Y…
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Spamming on Linkedin. Is anyone interested in bot posts on Social Media?-----------------------------------------------------------------------------------https://www.linkedin.com/posts/eduardstancu_lately-i-keep-seeing-posts-like-i-built-activity-7445741938579832832-5L7w?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAE3oQMB3ynjQT7BByLkdn4NQVFH_FeRuFI
AI Solutions Architect & Implementation… ⌕ thread
Enrique Marq this was so well done, and easy to follow, appreciate you sharing!
Director, Operational Risk @ Google Clo… ⌕ thread
Impressive level of automation, but the real question is elsewhere: where does human value sit in the loop? If everything becomes generation + distribution, differentiation won’t be production anymore but framing, ideas, and editorial intent. That’s where the human layer becomes critical again.
👔 PDG Indépendant & Freelance | 🌐 Exper… ⌕ thread
The "Voice DNA skill" is what makes this genuinely interesting, most social media automation tools produce generic content that sounds like a bot. Teaching the agent to match a specific writing style changes everything. What's your approach for the CLAUDE.md on this ? With 17 skills, I imagine the system prompt architecture is the real complexity here, how do you handle context window management across that many specialized agents? Building something similar on the agent instruction side, always curious how others structure their Claude Code setups.
🏗 Investisseur immobilier - Victor Inve… ⌕ thread
Very nice Enrique Marq I will check the video
Senior dev | Ayudo a programadores con … ⌕ thread
Enrique Marq what scheduling tool are you using to move the content from Claude to the social platforms or is the agent in Claude doing this for you?
Too much manual work, not enough growth… ⌕ thread
Coming soon
17 skills and a 3 hour podcast turning into 7 clips without touching it thats wild
Founder @ artone.studio | Design agency… ⌕ thread
Commenting to see if the reply is AI.
Coding since age 8 | I solve hard probl… ⌕ thread
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