Six months of radio silence, and then a prompt library nobody expected to see again just sailed back into port. The builder, u/clavam, was sick and stopped updating it. Then they saw people still using it and getting stuck halfway because nothing had been maintained. That’s what pulled it back online, now with a new “architect engine” under the hood.
What’s new
The library now gives you two paths: skip the questions and generate fast, or let the engine interview you first. The second path is the interesting one. Think of it as the difference between ordering off a menu and having a chef ask what you’re in the mood for tonight. Both get you fed, but only one is built around you. The fast route is still there for the days when you just need something usable in thirty seconds and don’t care about polish.
The twist
In the personalized path, the engine picks the 5 questions it thinks matter most for your specific request. It doesn’t hand you a fixed form. The questions change based on what you ask for, so a trip request and a business plan request should get very different interviews. Once you answer them, it builds what the author calls a “god prompt” you can use right away. It also hands you solutions along with the prompt, not just the prompt by itself.
The author tested it by planning a 5-day trip. According to their post, besides the prompt, it returned direct links to trip booking sites with their dates and preferred stays already selected. They say they only had to click checkout and enter card details. That’s one person’s test, so treat it as a report, not a guarantee. Still, a prompt tool that points you at the finish line is a different animal from a template shelf. Most prompt libraries stop at “here’s some text, good luck.” This one tries to carry you the last mile.
Mini-workflow 🧭
- Open the library and search for the prompt you want. The author says the collection is bigger than ever, with prompts scored 9/10 to 10/10. Search first before generating anything. If something close already exists, you save yourself the interview entirely.
- Pick your route: skip and generate fast for most use cases, or let the architect engine run. If you’re unsure, ask yourself whether personal details change the answer. If they do, take the long route.
- If you go personal, answer the 5 questions it asks. Be specific. Vague answers make a vague prompt. “Somewhere warm, not too expensive” gives the engine almost nothing. “Lisbon, May 12 to 17, under $1,400 total, quiet neighborhood, no rental car” gives it plenty.
- Take the generated prompt and the solutions it gives you, and use them as they are. Resist the urge to tweak right away. Run it once untouched, then decide what to change based on the actual output.
- Check the booking or solution links before you pay for anything. Confirm the dates, the prices, and the cancellation terms. 🔍
Other updates
- There’s now a community area where users can share usernames, see prompts submitted by others, and follow each other. That makes it easy to find people whose prompts match your style and keep an eye on what they publish next.
- Profiles are fully editable, so you can customize your whole page. If you plan to submit prompts of your own, this is where you set up your corner of the harbor.
Pro tips
- Use the fast route for everyday prompts and save the 5-question route for things where context matters, like trips, plans, or anything with personal constraints.
- The quality of the final prompt tracks the quality of your 5 answers. Give real numbers, dates, and preferences. Write them in a notes app first if you need a minute to think, then paste them in.
- Browse the high-scored prompts first. A 9/10 or 10/10 prompt can show you how a good one is structured, even if you end up writing your own. Pay attention to how they set the role, the context, and the output format, because those three pieces show up again and again.
- Save the god prompt somewhere you can reuse it. If the trip changes, you can edit a few details instead of starting the interview from scratch.
The author is also asking for feedback, and says anything helps, even tiny stuff like font choices or spacing. The first community reply praised the personalized question flow for making the output feel tailored instead of generic.
Call to action ⚓
Try it here: https://ai-prompt-library-blue-seven.vercel.app/
Run one personal prompt, then leave the builder a suggestion on what to improve. Small projects like this live or die on feedback, and this one clearly just came back from the dead. 🏴☠️
Frequently Asked Questions
Q: What do the 5 personalization questions actually change?
The builder asks five questions that matter most for your case, and your answers shape the final prompt. Be specific in each answer, because vague replies produce generic prompts. Once the prompt is ready, you also get suggested solutions alongside it.
Q: Should I skip the questions or answer all of them?
Skip is the fast option and works well for most everyday use cases. Go through the full flow when the result depends on details only you know, like a specific trip with particular dates or preferences. The more context you give, the less editing you’ll need afterward.
Q: Does the trip booking example mean the library books things for you?
Not exactly. In the author’s test, a 5-day trip request returned a prompt plus direct links to booking sites with the dates and stays already selected. You still finish the checkout yourself. One commenter suggested keeping this kind of task automation visually separate from plain prompts, so people know whether they’re getting text to copy or an action completed for them.
New update on the prompt library
by u/clavam in PromptEngineering