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25 contributions to AI Automation Society
what subscription should I buy ?
I am confused in choosing the most effective tools subs to buy my main goal is creating content automation , content spy tools and I am very curious to learn and build SaaS products . can someone suggest me the best package ?
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Build a simple claude skill
Been building Claude skills lately and wanted to share something that might help creators here. A lot of YouTubers I've spoken to have the same problem: they spend hours making a video, it gets 48 hours of reach, and then it disappears โ€” because writing separate posts for every platform after filming feels like starting over. Here's a simple Claude workflow that fixes this: Step 1 โ€” After uploading your video, go to YouTube and click "Show transcript" under the '...' menu. Copy the full transcript. Step 2 โ€” Paste this prompt into Claude: --- "Here is a YouTube transcript. Extract the 3 most valuable insights. Then write me: - A Threads post (casual, ends with a question) - An Instagram caption (punchy + 3 hashtags) - A Facebook post (story-driven, emotional hook) - A LinkedIn post (hook + insight + takeaway) - A newsletter (personal storytelling, one CTA) Each one must sound native to that platform. Do not copy sentences from the transcript." --- Step 3 โ€” Review and post. The key instruction is "native to that platform" โ€” without that, Claude just reformats. With it, each post actually sounds like it belongs there. Took me a while to figure out the right instructions. Sharing here in case it saves someone time. Happy to answer questions if anyone tries it. ๐Ÿ‘‡
4 likes โ€ข Jun 2
Good job bro. But I had a question can we create a new chat for each social media platform cuz whn I tried it gives almost the same texts for almost each platform ?
1 like โ€ข Jun 2
@Muskan Ahlawat ohh mb bro I'll mention it in the skills Tyy
The Next Skill Gap in AI Automation Isnโ€™t Technical
As AI automation becomes easier to build, a new gap is opening up. Itโ€™s not about prpmpts. Itโ€™s not about tools. Itโ€™s about responsibility. More businesses are letting AI answer customers, qualify leads, send follow-ups, and make operational decisions.But very few people can clearly answer one question: Who is accountable when the AI gets it wrong? In the future, the most valuable AI builders wonโ€™t just automate tasks.Theyโ€™ll design responsibility into systems. That means:Clear boundaries on what AI can and cannot decideDefined escalation paths to humansExplicit ownership when failures happenTransparent reasoning for important actions Companies wonโ€™t adopt AI based on how smart it is.Theyโ€™ll adopt it based on how safe it feels to trust. The people who understand this early wonโ€™t just build automations.Theyโ€™ll become long-term partners to the businesses they serve. Thatโ€™s where the real leverage will be.
Looking to Connect with some E-com Coaches
Hey everyone, I am currently looking forward to connect with some E-com coaches. If you know any E-com coach with whom you can connect me with. Then you can DM me on Skool or email me at - munawar.017m@gmail.com
1 like โ€ข Dec '25
Great move seeking connections in the e-comm coaching space. The best coaches will help you refine product market fit and supply chain strategy. Focus on coaches who've built and scaled 7-figure stores themselves - they'll have the battle scars and data that matter.
OpenAI engineers use a prompt technique internally that most people have never heard of
OpenAI engineers use a prompt technique internally that most people have never heard of. It's called reverse prompting. Most people write prompts like this: "Write me a strong intro about AI." The result feels generic. This is why 90% of AI content sounds the same. You're asking the AI to read your mind. The Reverse Prompting Method: Instead of telling the AI what to write, you show it a finished example and ask: "What prompt would generate content exactly like this?" The AI reverse-engineers the hidden structure. AI models are pattern recognition machines. When you show them a finished piece, they can identify: Tone, Pacing, Structure, Depth, Formatting, Emotional intention Then they hand you the perfect prompt. https://www.agenticworkers.com/reverse-prompt-engineer Here's a tool that lets you pass in any text and it'll automatically reverse it into a prompt that can craft that piece of text content.
2 likes โ€ข Dec '25
Reverse prompting is underrated. This pattern matching approach surfaces the actual structure that makes content work. For anyone building AI content workflows, this is gold - feed good examples to Claude/GPT and let it extract the implicit rules. Beats guessing the perfect prompt every time.
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@abhinav-jaiswal-5369
17 y/o Just LLMing | LinkedIn content system for Coaches & B2B founders

Active 3h ago
Joined Aug 19, 2025
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