These are real prompts from 1,100+ improvements across 320 users. No cherry-picking — this is what Prompt Sloth does to actual prompts.
Facebook cover photo prompt — real example from a Prompt Sloth user

i want a youtube thumbnail for my gadget review videos
Create a YouTube thumbnail (1280×720px) for a gadget review channel. Bold text 'WORTH IT?' in white with red accent. Left side: product photo with subtle glow effect. Right side: expressive reaction face area. High contrast, saturated colors. Clean sans-serif font. Eye-catching composition that works at small sizes.
product photos with a gaming vibe
Product photography with gaming aesthetic: neon RGB lighting (cyan, magenta, purple), reflective dark surface, dramatic rim lighting. Product centered at slight angle. Background: subtle hexagonal grid pattern with depth of field blur. Aspect ratio 1:1 for social. Hyper-detailed, commercial quality.
i want to build a custom object detection model with yolov5 using my own labeled images. i'm new to this
Guide me step-by-step to build a custom object detection model using YOLOv5. I'm a beginner. Cover: (1) environment setup with Python 3.9+, PyTorch, and Ultralytics; (2) dataset formatting in YOLO annotation format; (3) yaml config for custom classes; (4) training with pre-trained weights; (5) running inference on test images. Include code snippets and expected output at each step.
add monitoring and tracing to my multi agent pipeline
Design an observability stack for a multi-agent pipeline. Stack: Python, LangGraph, OpenTelemetry. Cover: (1) distributed tracing across agent handoffs; (2) structured logging with agent ID, task ID, and decision metadata; (3) metrics collection for latency, token usage, and error rates per agent; (4) dashboard design for debugging agent chains. Prioritize debugging speed over comprehensive monitoring.
I need to study for my Network Security final
Create a comprehensive study guide for a Network Security final exam covering: (1) encryption protocols (TLS, IPSec, WPA3) with real-world examples; (2) firewall types and intrusion detection systems comparison; (3) common attack vectors and mitigation strategies; (4) authentication and access control models. Format: bullet points with key terms bolded, 5 practice MCQs per topic with explained answers. Difficulty: mix of conceptual and scenario-based.
give me feedback on my thesis draft
Review my thesis draft with academic rigor. Assess: (1) thesis clarity and argument structure; (2) evidence quality and citation gaps; (3) methodology alignment with research questions; (4) writing quality — academic tone, passive voice consistency, paragraph transitions. Provide specific suggestions, not generic advice. Flag any logical fallacies or unsupported claims. Format feedback by section.
i want to blow up on social media
Create a 7-day viral content strategy for [platform]. Target audience: [demographic]. Format: short-form video (15-60 sec). Include: (1) 3 hook templates that stop scrolling; (2) trending audio/format suggestions; (3) posting schedule for maximum reach; (4) engagement bait strategies (polls, questions, controversies); (5) hashtag strategy mixing trending + niche. Optimize for shares, not just views.
social media posts for a tea brand
Create a 2-week social media content calendar for a specialty tea brand. Platforms: Instagram + TikTok. Include: product shots, behind-the-scenes (sourcing, blending), educational (brewing techniques, tea origins), UGC prompts, seasonal hooks. Tone: warm, artisanal, approachable. Each post with caption, hashtags, and visual direction. Mix content types: 40% educational, 30% lifestyle, 20% product, 10% engagement.
Reply to Sarah with an update saying hey sarah sorry but i need more time on the invoice, something came up with another payment
Draft a professional but warm email to Sarah explaining a payment delay. Tone: apologetic but not overly formal — maintain the existing personal relationship. Include: (1) acknowledgment of the delay; (2) brief, honest reason without over-explaining; (3) specific proposed timeline for payment; (4) appreciation for understanding. Keep under 100 words. Subject line should be direct.
fix up my resume so it sounds better for tech jobs
Rewrite my resume for senior software engineering roles. Format: single page, clean layout with clear sections. Include: (1) professional summary (3 lines max, highlight years of experience and key technologies); (2) experience section with bullet points using the STAR method (Situation, Task, Action, Result with metrics); (3) skills section grouped by category (languages, frameworks, tools, cloud). Remove generic phrases like 'team player' and 'hard worker'. Quantify impact wherever possible. ATS-friendly formatting.
Prompt Sloth auto-detects your language. No configuration needed.
напиши рекламный пост для моей пекарни
Напиши рекламный пост для пекарни в Instagram. Целевая аудитория: 25-40 лет, городские жители. Тон: тёплый, уютный, но современный. Включи: (1) цепляющий заголовок; (2) описание атмосферы и фирменных изделий; (3) призыв к действию; (4) 5-7 релевантных хэштегов. Длина: 150-200 слов. Формат: готовый к публикации пост.
أحتاج مساعدة في التحضير لامتحاناتي
أنشئ خطة تحضير منظمة للامتحانات تشمل: (1) تقسيم المواد حسب الأولوية والصعوبة؛ (2) جدول يومي مع فترات راحة؛ (3) أسئلة تدريبية لكل موضوع؛ (4) تقنيات حفظ فعالة؛ (5) نصائح لإدارة الوقت خلال الامتحان. حدد المادة والمستوى الدراسي للحصول على خطة مخصصة.
Every example above was a real person, writing a real prompt, getting real results. Try it yourself.
Free to start. No account needed.