Yesterday a solid little resume kit landed on GitHub, shared by Reddit user PyroNerd99. It’s called Resume-Prompt-Kit, and it’s exactly what it sounds like: a stack of ready-made prompts for the parts of resume writing that make everyone stall out. Summarizing a messy work history into tight bullets. Reframing experience for a specific job post. Fixing a summary line you’ve rewritten nine times and still hate. If you’ve ever stared at a blank Word doc trying to turn “did stuff at three different jobs over six years” into something a recruiter reads in under eight seconds, this is built for exactly that moment.
The kit isn’t one giant do-everything prompt either. It’s broken into small, specific pieces, one for bullet compression, one for tailoring to a job description, one for the summary line, one for tone matching. That structure matters more than it sounds like it should, because a single mega-prompt tends to flatten everything into the same generic voice. Splitting it up means you can run just the piece you’re stuck on instead of regenerating a resume you were already happy with.
The twist: right now it’s just copy-paste. You grab a prompt, drop it into your chat window, paste your resume text, done. But the author’s already said the plan is to make it agentic, meaning eventually you won’t be copying anything, you’ll point it at your resume and a job post and it runs the whole chain, pulling keywords from the listing, matching them against your actual experience, and handing back a tailored draft without you touching a single prompt window. That’s the part worth watching. Copy-paste prompt kits are everywhere, GitHub is full of them, most get a handful of stars and go quiet. Ones with a stated agentic roadmap are not common, because it means the author is treating this as infrastructure, not a weekend script. Watch the repo’s commit history over the next few weeks. If the agentic branch actually ships, this stops being “a folder of prompts” and becomes something closer to a full application-tailoring pipeline, the kind of tool that could plug into a job board or a browser extension down the line.
How to Use It Today
- 1️⃣ Open the repo and pick the prompt that matches your actual bottleneck, summary line, bullet rewrite, or JD tailoring. Don’t just grab all four and run them in sequence on your first pass, that’s how you end up rewriting a resume that didn’t need rewriting. Start with whichever section you already know is weak.
- 2️⃣ Paste your raw resume text into the template’s placeholder field. Skip the polished PDF version if you have one, plain text pastes cleaner and gives the model less formatting noise to work around.
- 3️⃣ Run it once for a baseline draft, then run it again against the real job description you’re applying to. The second pass is where the tailoring prompt actually earns its keep, it pulls language straight from the posting so your resume echoes the words an applicant tracking system is scanning for.
- 4️⃣ Compare both outputs and keep whichever bullets actually sound like you. This step gets skipped constantly and it’s the one that matters most. AI drafts are a starting point, not a finished resume, if a line reads like nobody you know would ever say it out loud, cut it or rewrite it in your own words.
Pro Tip
The summary bullet prompt is already getting love in the comments, people are starring the repo just for that one piece. Start there if you’re only trying one template today. A handful of commenters mentioned pairing it with a real job posting instead of a generic “seeking opportunities” line, which tracks, a summary written against an actual role beats a summary written in a vacuum every time. If you’ve got fifteen minutes, run the summary prompt against two different job posts in the same field and compare. You’ll start to see which words are genuinely yours and which ones the model keeps defaulting to, and that’s useful signal for cleaning up the rest of the resume too.
And since it’s still copy-paste, nothing here touches your data automatically. Right now that’s a feature, not a bug, you stay in control of exactly what goes in and what comes out, no browser extension reading your resume in the background, no account connected to a job board scraping your history. Once the agentic version lands that trade-off flips, convenience goes up and manual control goes down, so it’s worth getting comfortable with the prompts themselves now while you can see exactly what each one is doing to your text.
Worth five minutes to star the repo and bookmark it 🏴☠. When the agentic version lands, you’ll already know which prompt does what.
Created a simple Prompt Template Kit for your Resume Needs!
by u/PyroNerd99 in PromptEngineering