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The Anti-Generic AI Output Framework | Mini Series | Day 0
Countdown to Transformation: Our free micro-AI-Challenge starts Monday on this mini-series thread. If you’ve ever asked ChatGPT for help and got bland, generic answers, you’re not alone. Next week, I’m hosting a free week-long micro challenge to fix that. I’ll show you an easy way to turn AI into your brand’s secret weapon. Here’s what you’ll get by the end of the week: ✅ The complete “Brief Your AI” playbook to stop generic outputs. ✅ A daily live micro session covering everything from diagnostic questions to reusable prompt injections and even setting up a free Claude/ChatGPT project. ✅A Google Docs journal template structure to track your progress and build your brand’s AI DNA. We kick off on Monday, right here on this thread. 🟠 Must-have (so you can follow along + implement) - Skool account - Mobile access - Laptop or desktop for project set-up (mobile works later, but project setup is harder) - Google Docs or Notion (open and ready to use) - Claude.ai account (free is fine) - ChatGPT account (free or paid) as an alternate LLM for running the workflow - Ability to download/open a text file
The Anti-Generic AI Output Framework | Mini Series | Day 0
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READ FIRST: Community Rules / Standards for AI Lab for Entrepreneurs
These rules and standards exist for one reason: to protect a high-trust space where time-limited (often employed) entrepreneurs can build a safety net without drama, risk, or noise. If a rule is broken, we act quickly, for the sake of peace and protection. ✅ No Attacking People/Companies What this means: Don’t name-and-shame, mock, rally hate, or send the community after any person, employer, client, or brand. Purpose: Keeps this space constructive and safe. We solve problems; we don’t create new ones. ✅ No Cold DMs / Self-Promotion What this means: No unsolicited DMs to sell, recruit, “network,” or ask favors. - No pitching your services, offers, affiliate links, lead magnets, events, or “DM me” posts/comments. - If collaboration/promo is ever allowed, it will be in a specific thread opened by Salette/admins. Purpose: Protects members from being hunted and keeps the community about building, not being marketed to. ✅ Make an effort What this means: Before posting, do at least one of these: - search the group - read the pinned posts - try a first draft / first prompt / first attempt - bring context and what you’ve already tried Purpose: Keeps the lab high-signal and respects everyone’s limited time. ✅ Keep Work Stuff Redacted What this means: Do NOT post: - company/client names, coworker/manager names, or identifying details - internal docs, screenshots, dashboards, emails, tickets, SOPs, metrics - proprietary processes, trade secrets, or anything you’re not authorized to share What’s allowed: - your perspective, your lesson learned, your decision process - redacted scenarios (“a past employer,” “a client,” “a teammate”) - general patterns (“here’s what tends to happen when…”) Purpose: Protects you, protects others, and keeps potentially litigious content out of the community. ✅ Protect Lunch-Hour CEO IP What this means: Content created by Salette/LHC (playbooks, prompts, frameworks, templates, stories) is for your execution. No reposting, reselling, repackaging, teaching as your own, or claiming it as yours.
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READ FIRST: Community Rules / Standards for AI Lab for Entrepreneurs
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Orientation: What This Is + How to Use It
Welcome to AI Lab for Entrepreneurs This is a high-trust lab for people building a safety net with limited time (often while employed). We respect your time, your privacy, and your paycheck. ✅ What we do here (in plain English) We turn “I don’t have time” into “I made progress anyway.” You’ll find: - Short reads you can apply fast (written to be read discreetly + easy to copy/paste prompts in seconds) - Voice-friendly prompts (talk-to-text when you have privacy so the conversation flows naturally) - Podcast-style clips for commutes or downtime (headphones-friendly so learning stays private) - Workflows + automations built for small pockets of time (lunch breaks, calendar gaps, evenings) - Community Support when you’re stuck (tactical community support, not therapy) - Privacy-forward community design (we use paid access + clear boundaries to keep entry more restricted) Your responsibility: Protect your privacy. Use good judgment. Never share confidential work info here. ✅ The Lab Standard (read this twice) - Like and acknowledge reading of community standards post here - Share patterns + your perspective - Do not post company/client names, coworker names, internal docs/screenshots, or protected info - We don’t use this space to attack people or companies - No cold DMs. No self-promo. No hunting members ✅ Where to post (quick map) - Announcements: official updates (admins) - Prompt Library: curated prompts (admins) - Prompt Rx: Fix My Prompt: you post your prompt + what you got + what you want - Daily Discussion: quick updates + quick questions - Biz Help: Questions/Feedback: business decisions, offers, pricing, messaging, strategy - Workflows + Automations: systems you’re building (no tool selling) - Tool Stack (Curated): approved tools/resources (admins) - Wins: micro-wins + progress (small counts)
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Orientation: What This Is + How to Use It
Making a generic prompt useful
Most entrepreneur prompts are generic garbage that keeps you invisible. Search "prompts for entrepreneurs" and you'll find millions like this: "Suggest low-cost ways to get my first 100 customers for [product/service]." Plug that into ChatGPT and you get the same stale list of 10 tactics that every other struggling business owner just got. You're now competing with thousands of people running the exact same playbook. Here's how I fixed it: Instead of asking for generic suggestions, I rebuilt the prompt to force the AI to give me a plan that actually fits MY business, MY timeline, and MY constraints. The rewrite: "I need 10 low-cost customer acquisition tactics for my [business type]. My budget is under $500, I have no team, and I need to get my first 100 [customers/calls/demos] in [timeline]. I currently have [describe existing assets: email list, social following, website traffic, content, etc.]. Provide a prioritized, actionable plan." What changed: - Added my actual business type - Stated my real budget ceiling - Named my timeline - Listed what I already have to work with - Asked for prioritization (not just a brain dump) The result: A plan I can actually execute instead of another bookmark I'll never use. This is what I mean when I say stop using AI like a search engine. Give it context. Give it constraints. Get output that's worth your time. Clean. Direct. No fluff. Ready to post.
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Making a generic prompt useful
The Anti-Generic AI Output Framework | Mini Series | Day 1
The playbook has been uploaded to the classroom: https://www.skool.com/lunch-hour-ceo-8012/classroom Alright, welcome in. We're starting Day 1 with reading The Anti-Generic AI Output Framework Playbook. ▶️ Your assignment today: 1. Read the playbook all the way through. 2. Don’t skip around. Don’t jump ahead. 3. Focus on understanding the workflow, not rushing to results. Because if you don’t understand the workflow, you’ll do what everyone does with AI, you’ll keep prompting, keep fixing, keep rewriting… and call it “AI being weird.” It’s not weird. It’s un-briefed. ▶️ After you read: Come back here and drop your questions in the comments. I mean real questions like: - “What do I do if my answers feel messy?” - “How do I know if my injection is strong?” - “What part is non-negotiable?” Tomorrow we start digesting it section by section and we’ll run the process together. Your questions help me identify which areas to spend more or less time reviewing. And yes, by the end of the week, I’ll have a trained GPT you can use to guide the whole thing. But right now? I want you to do it manually with ChatGPT or Claude so you actually understand what you’re doing and why it works. That’s how you stop relying on "magic prompting tricks" and start running a customized system. When you finish reading, comment READ and then drop your questions.
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The Anti-Generic AI Output Framework | Mini Series | Day 1
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