everyone in this community knows prompting matters. you've probably got systems for it, templates, maybe even meta-prompting workflows. but there's one skill that consistently separates the people who score in the top 10% from everyone else when we assess AI proficiency at aisa.to — and it's not prompting. it's output verification. specifically: having a systematic process for evaluating whether what the AI gave you is actually correct, complete, and fit for purpose. not just "does this sound right" but actually checking the logic, spot-checking claims, asking the model to argue against its own answer. in our data (1,300+ assessments), Safety and Critical Evaluation score lowest across the board — 45/100 average. the people who nail everything else still fall down here. quick self-test: what's your verification process when AI generates something you're about to ship to a client? if the answer is "I read it and it seems fine" — that's the gap. curious what verification workflows people here are using. what's working?

Good afternoon everyone, I'm a new member from Montevideo and I am glad to be here. I am running a marketing agency in HVAC and want to leverage AI well. What brings you all here and where should I go first? Brian

I have been stuck on a question recently. I was wondering if I could make my prompts better and more concise, but the thing is it is hard to. Is there an AI that can professionalize prompts which I can use to make these agents?

#AIS Challenge I have created a Scheduled Task to check Lowest Flight Ticket Prices until next run From Toronto to Melbourne on Every Sunday at 3:00 PM on Weekly Basis. For Loop, I set a reminder to drink water and look away from screen for 10 seconds, and it will remind me after every 10 minutes. Also created one time reminder to take screenshot after 60 seconds for demo. I found Scheduled task more helpful, because It will let me schedule my skills to run by its own that I otherwise run manually. Even where I used for Day 6, is gonna be helpful to track ticket prices for a week. For loop, If You start learning new things, you can use loop to remind you something which you could forget otherwise. The Self-healing is a thing that I always praise these AI Agents. It makes the learning AI a piece of cake for People who think learning AI is difficult. Tools Used: Claude Code Pro, VS Code, Firecrawl

This might be a dumb question, But are people still using N8N to make workflows or just using claude code to make the workflows for them?