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Prompt to Offer

19 members โ€ข Free

The Acting Lab

168 members โ€ข $199/month

4 contributions to Prompt to Offer
The 10-minute Claude Project setup that changes how you job search
Most people use AI for job search by opening a fresh chat every time they need help. Then they paste their resume, explain who they are, explain the role, explain what they want, and burn 15 minutes setting context before they get one usable output. Stop doing that. Set up a Claude Project once. Use it for the entire search. Here's the 10-minute setup: 1. Open Claude, click Projects, create a new one called "Job Search 2026" 2. In Project Knowledge, upload your resume, your LinkedIn PDF, and a doc with 3-5 bullets on what you actually want (industry, role level, comp range, deal breakers) 3. In Custom Instructions for the Project, write 2-3 sentences telling Claude who you are, what you're searching for, and how direct you want it to be 4. Save it Now every chat you open inside that Project already knows you. No more re-explaining yourself. No more pasting your resume 14 times. You just say "here's a JD, what do you think" and Claude already has the context. Same logic works in ChatGPT (Custom GPT), Gemini (Gem), or Perplexity (Spaces). Different name, same idea. Try it today. Set up the Project, upload the docs, then come back and tell me what you named yours.
2 likes โ€ข 5d
Thanks so much! At your suggestion to me a day or two ago, I made a "custom GPT" which I think is the same or similar to a Claude skill. And then I tweaked the output a few times so it gave me a "skip" or "consider" but still gave me enough bullet points to evaluate its "skip" or "consider" verdict. I put it to the test this morning and I swear it shaved off an hour of skimming long job descriptions. Love this suggestion!
0 likes โ€ข 3d
@Victor hugo Nunes abreu Hi there! Well I personalized it based on what I'm personally looking for. Like the city, the salary, remote or hybrid etc. Let me see if I can turn it into a fill in the blank. Also, one fun tip, sometimes you can ask the AI to help you create it's own instructions. So the prompt below is partially me, and partially suggestions from the AI. Anyway... here's what they ended up being. Anything in brackets and ALL CAPS you would replace with your own things to watch out for while job hunting. This GPT helps users quickly evaluate job descriptions to identify potential red flags, misalignment, or wasted effort before applying. It acts like a sharp, efficient job screener that reads postings carefully and surfaces concerns, hidden expectations, and overall fit. It is optimized for strict, fast filtering. It leans toward rejecting roles unless they clearly meet expectations. Core evaluation model: - First, check for hard dealbreakers. If any are present โ†’ automatic โ€œSkip.โ€ - If no hard dealbreakers are triggered โ†’ assign a quality score to rank viable roles. Hard dealbreakers (must be strictly enforced and listed clearly at the top): - Unpaid overtime signals - Missing salary information - Temporary or contract positions - "Hybrid" roles not located in [CITY YOU WANT TO WORK IN] - Roles requiring a [HIGHER EDUCATION THAN YOU HAVE] - Roles requiring [NUMBER HIGHER THAN YOUR EXPERIENCE IN YOUR JOB] or more years of experience Priority preferences (used for scoring if no dealbreakers): - [REMOTE, IN-PERSON, HYBRID, WHICHEVER ONE YOUR PREFER] roles strongly preferred - Clear [JOB TITLE] focus - Avoid roles [ADJACENT JOB TITLES OR DESCRIPTIONS THAT YOU'RE NOT INTERESTED IN] - Avoid [INSERT YOUR OWN RED FLAG PHRASE HERE] language Scoring system (only applied if no dealbreakers): [THE AI CREATED THIS BASED ON MY OWN FILL-IN-THE-BLANKS. THAT'S WHY THERE IS NO SCORING SYSTEM IN THIS COMMENT. YOURS WILL PROBABLY CREATE A SCORING SYSTEM FOR YOU TOO.]
Why I Built This (and Why I Want to Know Your Story)
Hey! I am Tamara Gordon and I am so glad you are here. A little about me: I spent 15 years as an educator before making the leap into tech. I have managed enterprise accounts worth $50M+ ARR, led AI implementation for thousands of employees, completed an AI Generalist Fellowship, and built tools from scratch that changed how entire organizations work. Then I got laid off. And I found myself doing what so many of you are probably doing right now. Sending applications into the void, prepping for interviews alone, and trying to figure out how to stand out in one of the most competitive job markets in recent memory. So I did what any AI nerd would do. I built a system. I personally used Claude and Perplexity to research roles, craft responses, prep for panels, negotiate my offer, and ultimately land a Senior TAM role at ClickUp in 30 days. But this system works with whatever AI tool you already use. Inside the guide I walk you through setup in ChatGPT and Gemini too so no one gets left behind. Every prompt in this guide is one I actually used. Nothing made up. Nothing generic. Just what worked. I built Prompt to Offer (P2O) because I did not want that system to die in my little Claude project. I want it to work for you too. Now your turn. Two ways to introduce yourself: Option 1: Drop a comment right here in this thread and tell me your name, where you are in your job search right now, and the one thing you are struggling with most. Option 2: Start a new thread and introduce yourself so the whole community can rally around you. Either way, show up. This community is only as powerful as the people in it. Welcome to Prompt to Offer. Let's get you to the offer.
Why I Built This (and Why I Want to Know Your Story)
1 like โ€ข 10d
@Tamara Gordon Oh dear... I don't actually live in New York YET. This is part of my networking conundrum. I'm currently in Atlanta, GA. But I do try to mention it because you never know who is or was a transplant from somewhere else. (I am grateful for the links! I hope one day to be in those rooms with fellow co-workers!)
1 like โ€ข 10d
@Tamara Gordon Excellent! I'll be sure to do go back and swap the cities out. It's such a small world isn't it?! Skool seems to be a growing platform, I look forward to seeing what you bring back. (I've been to a couple of Ladies that UX ATL! It's a great group!)
๐Ÿšจ 7 Resume Myths Killing Your Job Search in 2026 (and what to do instead)
Let's be real. Most resume advice online is recycled from 2015. Here's what's actually true in 2026: Myth 1: Your resume must be one page. Reality: One to two pages is completely acceptable if you have 10+ years of experience. What matters is that your BEST work is on page one. Recruiters give it 6 to 8 seconds. Myth 2: Keyword stuffing beats the ATS. Reality: Modern ATS tools read context and natural language now. A "keyword salad" actually works against you. Weave terms into your achievement statements instead. Myth 3: A high-design resume gets attention. Reality: Complex graphics and tables break when AI software parses your file. Clean, skimmable, and standard wins every time. Myth 4: Listing responsibilities shows competence. Reality: Nobody cares what you were responsible for. They care what you accomplished. Use the Action + Impact formula: "Led a team of 6, reducing project turnaround by 20%" beats "responsible for project management" every time. Myth 5: One resume works for every application. Reality: Spray and pray is dead. Tailor your resume to each role, especially around skills like data literacy, AI collaboration, and industry tools. Myth 6: AI replaces human recruiters. Reality: ATS is a filing cabinet, not a final judge. Optimize for AI to get in the door. Write for a human to get the interview. Myth 7: Employment gaps are deal-breakers. Reality: Gaps are common and explainable. Caregiving, upskilling, freelancing? Say it briefly. Transparency beats mystery. The bottom line for 2026: your resume is a positioning document, not a job description. Show growth, quantify impact, and make your value visible in under 10 seconds. Which of these myths were you still following? Or what do you need help with? Drop it below. ๐Ÿ‘‡๐Ÿฝ
1 like โ€ข 11d
Hmm... I'm going to work more on number 4. I've tried to add numbers into my resume where I can. I work in the public sector so my "impact" is not always measured numerically. I'm going to look at my resume more closely through this filter. Great tip!
1 like โ€ข 10d
@Tamara Gordon this is gold! Thank you so much for the example. This makes it clearer for us in the public sector.
Where are you?
Be honest, what part of your job search feels completely broken right now?
1 like โ€ข 11d
Mentioned briefly in another comment... but spending an hour scanning the bulleted requirements and daily skills and making a list to apply to. Then when applying I read the rest of the job description and discover deal breakers hidden inside the paragraphs. Lot of time down the drain. I need an AI that can pull out individual job listings that fit. (I tried creating this on my own but it would send me false links. This was actually a while ago. I could try this again.)
1-4 of 4
Julie Fay
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10points to level up
@julie-fay-3712
Hi there! I'd describe myself as having a sweet outside with a determined inside. Finally decided to "go for it" at mid-life and ready to learn!!

Active 2h ago
Joined Apr 8, 2026