PPQS
WILD CORPUS

Public prompts, scored.

We crawled the web's most-shared prompts and ran them through PQS. Most fail. This is the AI input quality problem at scale.

Prompts scored
861
Graded D or F
49%
Average PQS score
48.9/ 80
Filter:allgithub_awesomeredditdocslive_scrape58 rows · sort by clicking column headers
ScoreGradeSourcePrompt previewScored
19 / 80Fwww.reddit.com
reddit
I'm not kidding. Just respond with "mid" when it gives you generic output. What 2026-05-04
19 / 80Fwww.reddit.com
reddit
Output > 200 lines or > 50KB? → Truncate to first 200 lines (rune-safe, w2026-05-04
20 / 80Fwww.reddit.com
reddit
We made ChatGPT pretty restrictive to make sure we were being careful with menta2026-05-04
21 / 80Fwww.reddit.com
reddit
Been building a free reference site, and the prompt-related sections are the par2026-05-04
21 / 80Fwww.reddit.com
reddit
Available commands: cat — Read a text file. For images use 'see'. For binary us2026-05-04
22 / 80Fwww.reddit.com
reddit
Today chat history is a graveyard in pretty much any AI. I'd write a really good2026-05-04
22 / 80Fwww.reddit.com
reddit
# My last post here sparked a 48-hour war. Between the skeptics and the early a2026-05-04
23 / 80Fwww.reddit.com
reddit
I had several passion projects I’d been dreaming about for years. A podcast, a w2026-05-04
23 / 80Fwww.reddit.com
reddit
not "act as an expert." everyone does that. stopped working the moment everyone 2026-05-04
23 / 80Fwww.reddit.com
reddit
Real talk — how many times have you written a perfect prompt, got amazing result2026-05-04
23 / 80Fwww.reddit.com
reddit
Hey everyone 👋 We’ve been working on a focused workspace designed to remove fr2026-05-04
24 / 80Fwww.reddit.com
reddit
I did this by analyzing the [special tokens](https://huggingface.co/openai/gpt-o2026-05-04
24 / 80Fwww.reddit.com
reddit
Started keeping a note every time I hit send and thought '*that's not what I mea2026-05-04
25 / 80Fwww.reddit.com
reddit
this came from researchers at university of michigan and google deepmind. not so2026-05-04
25 / 80Fwww.reddit.com
reddit
I've been deep in prompt engineering for a while now, and one thing that always 2026-05-04
26 / 80Fwww.reddit.com
reddit
when a particular chats get lengthy, more often there are situations where, you 2026-05-04
26 / 80Fwww.reddit.com
reddit
Hey AI enthusiasts! 👋 I just released PromptPro, a developer-friendly tool des2026-05-04
27 / 80Fwww.reddit.com
reddit
I accidentally discovered something useful while comparing GPT sessions. One se2026-05-04
28 / 80Fwww.reddit.com
reddit
Title sounds clickbait-y but it's accurate. I used free tiers, free courses, and2026-05-04
28 / 80Fwww.reddit.com
reddit
I run a small one-person research lab where i test claude prompt codes and skill2026-05-04
29 / 80Fwww.reddit.com
reddit
I’ve started using ChatGPT as a bit of a diary in a sense, which I’ve never done2026-05-04
29 / 80Fwww.reddit.com
reddit
If you're a Plus user and you use GPT a lot like I do, you'll be surprised by wh2026-05-04
29 / 80Fwww.reddit.com
reddit
I am quite curious as I tried Gemma 4 31B, Qwen 3.6 27B, GLM 4.7 30B and some ot2026-05-04
29 / 80Fwww.reddit.com
reddit
Most people use AI like a toy: random prompts, random results, zero structure. 2026-05-04
30 / 80Fwww.reddit.com
reddit
Something I’ve noticed a lot when people try to write "expert-level" prompts: *2026-05-04
30 / 80Fwww.reddit.com
reddit
So I'm a "Senior Data Analytics Consultant" (fancy title for someone who makes E2026-05-04
31 / 80Fwww.reddit.com
reddit
Got tired of arguing with my team about which "Claude pro tip" tweets were real 2026-05-04
31 / 80Fwww.reddit.com
reddit
# These 10 ChatGPT prompts taught me more in 3 weeks than any app. > After y2026-05-04
31 / 80Fwww.reddit.com
reddit
Hello everyone! Here's a simple trick I've been using to get ChatGPT to help bu2026-05-04
32 / 80Fwww.reddit.com
reddit
# The Problem: Persona Prompting Is Non-Deterministic by Design “Act as a senio2026-05-04
34 / 80Fwww.reddit.com
reddit
Heard about this prompt where you make GPT pretend to be YOU, but 10 years in th2026-05-04
34 / 80Fwww.reddit.com
reddit
Hey everyone, I’ve been experimenting with ChatGPT prompts to save time in my da2026-05-04
35 / 80Dwww.reddit.com
reddit
Act as the world’s foremost authority on [TOPIC]. Your expertise surpasses any h2026-05-04
37 / 80Dwww.reddit.com
reddit
You lie to your friends. You lie to your therapist. You even lie to yourself. Bu2026-05-04
37 / 80Dwww.reddit.com
reddit
This Is the Exact Prompt I Use to Get 10x Better Answers from ChatGPT # 🎯 The 2026-05-04
37 / 80Dwww.reddit.com
reddit
"Act like you're the best social media ad expert and create the perfect ad that 2026-05-04
37 / 80Dwww.reddit.com
reddit
I build quantitative research tools and use AI daily for financial analysis, cod2026-05-04
41 / 80Dwww.reddit.com
reddit
“You are to act as my *prompt engineer*. I would like to accomplish: **\[insert2026-05-04
44 / 80Dwww.reddit.com
reddit
Rewrite this so it reads like one person explaining it to another. Write at an 82026-05-04
45 / 80Dwww.reddit.com
reddit
I kept running into the same issue using ChatGPT for emails. The replies were t2026-05-04
45 / 80Dwww.reddit.com
reddit
I used to think I just lacked discipline. But the truth is, no amount of product2026-05-04
45 / 80Dwww.reddit.com
reddit
A lot of AI responses sound polished but end up being too soft, too broad, or to2026-05-04
47 / 80Dwww.reddit.com
reddit
`Markdown Designed to **evaluate prompts** using a structured 35-criteria rubric2026-05-04
48 / 80Dwww.reddit.com
reddit
I always knew I was underpaid, but every time I tried to make a case for a raise2026-05-04
49 / 80Dwww.reddit.com
reddit
**Code debugging:** Error: [paste] Code: [paste] What's broken and how to 2026-05-04
50 / 80Cwww.reddit.com
reddit
You give it your rough notes. It writes every slide. Titles, bullets, speaker no2026-05-04
50 / 80Cwww.reddit.com
reddit
**Teaching it how I write — once, permanently:** Read these three examples of 2026-05-04
51 / 80Cwww.reddit.com
reddit
“You are to act as my *prompt engineer*. I would like to accomplish: **\[insert2026-05-04
55 / 80Cwww.reddit.com
reddit
# What the [Study](https://arxiv.org/pdf/2506.08872v1) Found: * Reduced neural 2026-05-04
56 / 80Cwww.reddit.com
reddit
I use AI daily for freelance client work and the single biggest upgrade was swit2026-05-04
56 / 80Cwww.reddit.com
reddit
Everyone is trying to sell you a $297 “Prompt Engineering Masterclass” right now2026-05-04
56 / 80Cwww.reddit.com
reddit
Hi everyone, I've spent the last 6 months obsessively testing prompts for market2026-05-04
57 / 80Cwww.reddit.com
reddit
Most AI advice is generic and too agreeable so I built a framework called the Si2026-05-04
59 / 80Cwww.reddit.com
reddit
Act as a professional resume writer with expertise in tailoring resumes to job d2026-05-04
60 / 80Bwww.reddit.com
reddit
You are a copy editor specializing in persuasive and narrative writing. Your exp2026-05-04
61 / 80Bwww.reddit.com
reddit
[PRODUCT_SERVICE]=product or service to price [REGION]=geographic market (countr2026-05-04
62 / 80Bwww.reddit.com
reddit
The mistake: treating every conversation like a fresh Google search. The fix: g2026-05-04
65 / 80Bwww.reddit.com
reddit
If you deal with: * client emails * invoices / payments * internal team threads2026-05-04
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