I'd be seriously interested. The amount of trouble shooting rabbit holes I've gone down with Open Claw has me wondering if I want to keep going. Having the tool itself do the more specialized, technical portions is a huge bonus

This is a project brief for an evolving AI lead generation engine. The goal is to build a system that moves beyond static filters and replicates the "gut feel" of a veteran sales professional. The Concept Create a hyper-focused lead sourcing and scoring tool that uses a continuous feedback loop to refine a company’s Ideal Customer Profile (ICP). The system starts with basic parameters and evolves into an expert agent that identifies high-value "whale" leads with surgical precision. The Evolution Engine The system must "learn" by digesting real-world outcomes. It requires a data loop that integrates the following inputs to update its scoring logic: - Engagement Data: Successful vs. failed meeting bookings and phone call outcomes. - Revenue Data: Analysis of "Closed Won" vs. "Closed Lost" opportunities. - Retention Data: Characteristics of long-term customers versus those who churn. - Tiering: Identifying the specific traits that separate "whales" from entry-level clients. Operational Flow 1. Phase 1 (Setup): The user provides a simple set of initial lead parameters. 2. Phase 2 (Sourcing): The agent sources, enriches, and organizes leads into a structured format. 3. Phase 3 (Learning): As the user inputs sales results, the agent adjusts its internal metrics to capture the "intangible" qualities of a perfect fit. 4. Phase 4 (Autonomy): Over time, the system becomes an autonomous expert, sourcing leads that rarely deviate from the perfected ICP. Technical Vision This can be built as a single "Super Agent" or a specialized multi-agent system where one agent sources, one enriches, and one analyzes feedback to update the core prompt (the "Soul File") or the vector database. The end result is a "Digital Veteran" that bridges the gap between a brand-new hire and a seasoned expert who has been in the trenches for years. Here is a breakdown of the technical framework and a draft of the "Soul File" that would drive this evolving system. The Feedback Architecture

@Keith Motte you can share it here, that's totally fine!

so cool, and so relevant. openAI hiring Peter surprised me but i see it as adding a new powerful breath of fresh air to a company and line of products or tools that is starting to be overtaken in some areas where they used to dominate which is just what we need right now to keep everyting fresh, moving at the lightning speed that it is, and to also just show that anything is possible in this new era, almost to the point where you start to notice a few peculiar things popping up or maybe you just get the feeling something is brewing in the wings, and BAM! not only is a huge announcement made that shakes things up a bit, but because the time to build everything has been reduced to basicaly nothing, there's a new line of tools or a whole new eco-system in beta to go along with the announcement (and it's free for all of us to try!!!)). I am constantly wondering how I'll look back on this time in my/our lives and ponder whether or not it will be so much bigger than the .com bubble or the pandemic or anything else somewhat major that has taken place in the past 30 years that I base my memories and timelines off of and also kick myself for not having jumped in with both feet when pertaining to the innovations and the free money grab or gold rushes that seem to ensue. I personally think this is going to be bigger than all of those things combined and it will truly be a major FORK in the general timeline for humankind and maybe even extraterrestrial beings and solar systems out there because this was the catalyst that set us on the course to finally bring everything we could/can/will dream into existence

Hi Keith, I actually did a similar thing as Jack Mera and got my open cloth set up on a hitzler VPS and I will see I can sympathize with Jack in that it was quite the task to get it set up but the cost of self hosting using n8n versus when it cost to run open clod in the cloud is a no-brainer and I know there's a ton of other probably even better Solutions coming out or that have come out in the last two weeks since I got it all set up. I'm really excited to be in this group it's the first open claw group I have found in the skool app and I can't wait to make the best of it this is going to be such an amazing year for AI and systems like this