HAZIR VE KOPYALANABİLİR

Prompt Kütüphanesi

308+ test edilmiş prompt şablonu; yazıdan koda, görsel üretiminden kariyere kadar. Değişkenleri ({böyle}) kendinize göre doldurup doğrudan kullanın.

Temizle
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Eğitim & Öğrenme

Atıf Ağı Araştırma Planı

Tohum makaleden alanın öncü, benzer ve yeni çalışmalarını sistematik keşfetmek; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 ResearchRabbit
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Eğitim & Öğrenme

Dinamik Kıyaslama Soru Üreticisi

Ezberlenmesi zor ve sürümler arasında karşılaştırılabilir değerlendirme seti oluşturur.

🛠 Gemini
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Eğitim & Öğrenme

Sınav Sorusu Üretme

Konu tekrarı için pratik sınav soruları üretir.

🛠 Quizlet AI
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Görsel Üretim

Ürün Fotoğrafı Prompt'u

Midjourney/DALL-E için profesyonel ürün fotoğrafı prompt şablonu.

🛠 Midjourney
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Güvenlik

Ajan Araç İzni Politikası

Ajanın araç kullanımını eylem riskine göre sınırlayan uygulanabilir güvenlik politikası üretir.

🛠 ChatGPT
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İş & Verimlilik

İnsan İnceleme Kuyruğu Tasarımı

Düşük güvenli yapay zekâ sonuçlarını doğru uzmana ve sürede yönlendirmek; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 ChatGPT
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İş & Verimlilik

Kırmızı Takım Bulgusu Önceliklendirme

Yapay zekâ güvenlik testlerinden çıkan bulguları tutarlı biçimde sıralamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Claude
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İş & Verimlilik

SWOT Analizi Hazırlama

Stratejik planlama için hızlı SWOT çerçevesi oluşturur.

🛠 ChatGPT
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İş & Verimlilik

Toplantı Karar ve Kanıt Çıkarımı

Uzun toplantı notundan yalnız doğrulanabilir kararları ve görevleri çıkarmak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Fathom
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İş & Verimlilik

Yapay Zekâ Tedarikçi İncelemesi

Bir yapay zekâ hizmetini satın alma öncesi güvenlik ve uygunluk yönünden değerlendirmek; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Claude
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İş & Verimlilik

Yapay Zeka Ürün Eval Matrisi

Bir yapay zeka özelliğinin yayına hazır olup olmadığını dengeli metriklerle değerlendirir.

🛠 ChatGPT
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Kod & Geliştirme

Ajan Belleği Veri Sözleşmesi

Ajan belleğinin güvenilir ve silinebilir olmasını sağlayan teknik sözleşme üretir.

🛠 ChatGPT
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Kod & Geliştirme

Ajan Yörüngesi Denetçisi

Ajanın yalnızca sonucunu değil, sonuca giden işlem zincirini sistematik biçimde denetler.

🛠 Claude
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Kod & Geliştirme

API Hız Sınırı Politikası

Yapay zekâ uç noktalarını kötüye kullanım ve maliyet artışına karşı sınırlamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Claude
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Kod & Geliştirme

Kod İnceleme Kontrol Listesi

Bir kod bloğunu güvenlik, performans ve okunabilirlik açısından yapılandırılmış şekilde inceler.

🛠 Claude Code
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Kod & Geliştirme

Kod İnceleme Risk Rubriği

Pull request değişikliklerini işlev, güvenlik ve bakım riskine göre puanlamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 CodeRabbit
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Kod & Geliştirme

Kod Refactoring Önerisi

Mevcut kodu modern standartlara göre yeniden düzenler.

🛠 Windsurf
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Kod & Geliştirme

Model Kayıt Defteri Yayın Kartı

Yeni model sürümünün teknik, yönetsel ve performans kanıtlarını tek kartta toplamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Claude
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Kod & Geliştirme

Pull Request Yönetici Özeti

Teknik bir değişikliği ürün ve operasyon ekiplerinin anlayacağı biçimde açıklamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Gemini Code Assist
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Müşteri Hizmetleri

Konuşma Ajanı Devir Senaryosu

Sesli ajanın kritik durumlarda bağlamı kaybetmeden insana devretmesini sağlar.

🛠 ChatGPT
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Pazarlama & SEO

E-posta Pazarlama Serisi

Otomatik e-posta akışları için içerik iskeleti oluşturur.

🛠 Copy.ai
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Pazarlama & SEO

İçerik Kimlik Bilgileri Yayın Planı

Kurumsal görsellerde köken ve düzenleme geçmişini görünür kılmak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Canva Magic Studio
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Pazarlama & SEO

Marka Sesi Kılavuzu

Tüm pazarlama içeriklerinde tutarlı marka tonu sağlar.

🛠 Jasper AI
📣
Pazarlama & SEO

Rakip İçerik Analizi

Rakip içerikleri karşılaştırarak içerik boşluklarını ve farklılaştırma fırsatlarını ortaya çıkarır.

🛠 Surfer SEO
📣
Pazarlama & SEO

Sentetik Medya Açıklama Rehberi

Yapay zekâ ile üretilen medya için açık ve platforma uygun etiketler hazırlamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 ChatGPT
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Prompt Mühendisliği

ai can now actually call a business for you, have the full conversation, and text you back a summary. not a bot reading a script, it handles the back and forth like a person would. this went live a we

Everything AI does for you so far has stayed inside a screen, browsers, forms, chats. This crosses into an actual phone call. Something called DialMCP launched about a week ago, it connects to your AI agent and lets it place a real call, from your actual verified number, to an actual business or person, and handle the whole conversation. You give it a phone number and what you

🛠 ChatGPT
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Prompt Mühendisliği

Anyone else spending more time prompting than building?

I might sound lazy (because I am) but lately it feels like I spend half my day rewriting prompts instead of shipping anything. I'll tweak one prompt five times trying to get the output just right. Then I switch models to see if another one does better. Before I know it an hour is gone and I've barely touched the actual project. At this point I'm wondering if I'm overthinking it

🛠 ChatGPT
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Prompt Mühendisliği

Anyone have a prompt or skill file that actually kills the AI writing rhythm or Claude and GPT-isms

I use Claude and GPT daily and the thing I can't get past is the cadence. Not the vocabulary — the rhythm. Once you notice it you can't unsee it. The specific tics I'm trying to eliminate: Sentences built on "it's not X, it's Y" Em-dash asides everywhere Groups of three, constantly Setup-colon-payoff constructions Openers like "Here's the thing" or "Let's be clear" Every paragr

🛠 ChatGPT
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Prompt Mühendisliği

Are better prompts the answer to bad AI generated websites?

From using Ai website generators(a majority of them) I'm starting to think the difference between getting something usable and complete garbage might be how much context you give it upfront. If I'm writing a massive prompt explaining the layout, style, audience and every little requirement idk if I'm saving myself any time there like how detailed do you need to be with prompts

🛠 ChatGPT
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Prompt Mühendisliği

Best Prompt to Generate Robust, Conversational, and Production-Ready Prompts?

Looking for the best prompt to give ChatGPT, Gemini, Perplexity, or any AI tool that instructs it to act as a **prompt engineering professional**. I need it to generate robust, conversational, and production-ready prompts that sound like a real person thinking—not robotic or generic. What's the prompt that works best for this? Any recommendations? Thanks. submitted by /u/Ok-Sci

🛠 ChatGPT
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Prompt Mühendisliği

cloned my own voice from a 15 second recording and now claude reads my newsletters, scripts, and anything else out loud in my actual voice. whole setup took about two minutes

Recorded 15 seconds of myself talking normally, like telling a friend a quick story, quiet room, nothing special. Fed it in, and now anything I write can be read back in a voice that genuinely sounds like me, not a robot approximation. Runs through Claude Code, which is the version of Claude that can actually run commands rather than just chat. You point it at Fish Audio, a voi

🛠 ChatGPT
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Prompt Mühendisliği

Context compression is probably more important than prompt engineering

Hot take: For long AI workflows, context management matters more than prompt engineering. A perfect prompt can't save a conversation that's 80% irrelevant context. I've started treating long AI sessions like this: Persistent project brief Decision logs Context checkpoints Compression summaries Reusable templates The quality difference after 50+ messages is huge. Does anyone els

🛠 ChatGPT
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Prompt Mühendisliği

Context is becoming more important than the prompt

Feels like a lot of prompt engineering problems are really context problems since you can keep refining the prompt but if the model doesn't understand the project or what you're trying to accomplish you're still explaining half the situation every time. I'm starting to think giving an agent persistent context is more useful than constantly trying to write the perfect prompt sin

🛠 ChatGPT
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Prompt Mühendisliği

Do people still bother writing detailed prompts?

Something I’ve been wondering about lately: When you use ChatGPT or Claude, do you actually write detailed prompts, or have you mostly moved toward just talking to it like a person? I feel like there are two very different ways of using these tools. One is: "Here's the context, here's exactly what I want, here's the format…" The other is basically opening voice mode and saying,

🛠 ChatGPT
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Prompt Mühendisliği

Has anyone here actually used mem0 or Maximem?

For those who don’t know these two are very different from each other like really diff coz mem0 is a memory SDK you connect into your own agent as a single user without any structure and it doesn’t connect stuff across other conversations unless you’re on pro but its easy to get running while Maximem is heavier at write time, it extracts written memories like preferences, event

🛠 ChatGPT
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Prompt Mühendisliği

Here's the prompt I use to turn a messy strategy doc into a client deck outline that doesn't put the room to sleep

Solo marketing consultant, tool-fatigued, I mostly lurk. But this one earned its keep, so here it is. The problem was never the design of my decks, it was that they read like a table of contents instead of an argument, and clients glaze over by slide four. This prompt turns the strategy doc into a deck built as a case, not a summary. ``` Role: You are a narrative editor for cli

🛠 ChatGPT
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Prompt Mühendisliği

How do you use AI a lot without slowly outsourcing your own ability to think?

I’ve been thinking about this because I use AI pretty heavily, and I noticed a problem that I don’t think “just tell the AI not to agree with you” really solves. I already have instructions telling it things like: don’t assume my framing is correct, challenge my assumptions, look for better alternatives, prioritize evidence, etc. But in normal conversations I still run into thi

🛠 ChatGPT
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Prompt Mühendisliği

How we get AI to write like a human after thousands of pieces of content (rules, tone scales, exemplars)

I run an agency and we've written thousands of pieces of content with AI at this point. The default writing style is kind of obnoxious with every model, and honestly it seems to have gotten worse as the models got smarter, not better. I think it's because the labs are all optimizing for software engineering now, so the models write like they're optimizing code. Shorthand, missi

🛠 ChatGPT
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Prompt Mühendisliği

How's your relationship with prompting going? Wins, frustrations, and everything in between

Hii, dyslexic and neurospicy over here but most importantly a curious tech queen :) Been thinking a lot about prompting lately and wanted to see if anyone else felt similar, reasonated or the complete opposite as well.. I am finding that getting the model to consistently present information in the format that actually works for how I process things, like without it drifting bac

🛠 ChatGPT
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Prompt Mühendisliği

I distilled Google's official Gemini agent guidelines into a battle-tested agentic workflow system prompt

If you have built autonomous agents or multi-step tool-calling workflows with LLMs, you have likely run into the standard failure modes that break production agents: Premature Action Bias: The model fires off tool calls or answers the user before mapping out prerequisites and the logical order of operations. Fragile Error Handling: When an API call fails or returns unexpected d

🛠 ChatGPT
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Prompt Mühendisliği

I made a free beginner guide to getting better results from AI. I’d genuinely like feedback.

I made a free beginner guide to getting better results from AI. I’d genuinely like feedback. I noticed something while using AI: A lot of beginners don't actually have a problem with AI. They have a problem with knowing what to ask for. You type: AI gives you 2,000 words of generic business advice. Then you try: Now you have 3,000 words of slightly different generic business ad

🛠 ChatGPT
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Prompt Mühendisliği

I stopped using ChatGPT's memory as project state and turned Google Drive into an external operational memory

With the help of Chatty (that’s what I call ChatGPT), I built a simple system for managing long-term projects without depending too much on ChatGPT’s built-in memory. The problem was pretty simple: ChatGPT was good at remembering things like how I prefer to work, but project information eventually became outdated. “I like to discuss the architecture before writing code” is usef

🛠 ChatGPT
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Prompt Mühendisliği

I tested dozens of analytical prompts to stop LLMs from jumping to conclusions. Here is the exact structure that works best

One of the most frustrating aspects of modern frontier LLMs is RLHF sycophancy. Because models like ChatGPT and Claude are heavily trained to be helpful, pleasant, and eager assistants, they suffer from a dangerous default behavior: they validate flawed premises. If you bring a premature or fundamentally flawed idea to an LLM (e.g., "I want to rewrite our entire React app in Vu

🛠 ChatGPT
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Prompt Mühendisliği

I turned Wikipedia's "Signs of AI Writing" into an open-source self-edit checklist skill for LLM agents

Wikipedia editors have spent months cataloguing submissions to figure out what gives away AI-generated text. They compiled a detailed community guide called Signs of AI Writing. I turned that guide into an open-source self-edit agent skill called Writ: 👉 https://github.com/Avinashricky211/writ What it catches: • Stock vocabulary: "delve", "tapestry", "testament", "seamless", "r

🛠 ChatGPT
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Prompt Mühendisliği

I was spending more time writing prompts than actually working. This simple system fixed it.

I’ve been using AI daily for about a year now (ChatGPT, Claude, etc.). My biggest bottleneck was always the same: typing out long, specific instructions to get the output I wanted. I found a cheat code recently that I wanted to share with you guys. It’s a system of "Slash Commands" (like /viral, /summarize, or /mindmap). Instead of writing a paragraph, I just type one command.

🛠 ChatGPT
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Prompt Mühendisliği

Model selection is now a engineering problem for us

When we started building with AI choosing a model felt like a one time decision cause we'd evaluate a few options then pick the one that fit the use case and move on. That hasn't really been the case anymore cause every new model release sparks another round of testing + every team has slightly different priorities and before long we're maintaining integrations with providers w

🛠 ChatGPT
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Prompt Mühendisliği

Most people tell AI what to do. Very few people show it what "good" looks like.

​ One of the easiest ways to improve AI outputs isn't writing longer prompts. It's giving examples. Instead of this: «Write a product description.» Try this: «Write a product description following this structure: - A short opening hook - Three benefit-focused bullet points - A professional but friendly tone - End with a clear call to action» Notice what's different. You're no l

🛠 ChatGPT
🎯
Prompt Mühendisliği

Prompt Optimizer skill.md

I wanted to share a custom skill I created. Many prompt-optimization templates suffer from "bloat"—they often take a simple request and turn it into a massive, overly complex prompt, or they accidentally alter technical details like code snippets, file paths, and generator flags. To solve this, I built a meta-prompting skill designed to classify the context of the user's prompt

🛠 ChatGPT
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Prompt Mühendisliği

Prompt Share | Tried turning supermarket packaging into a retro textured poster

i’ve been playing with prompts that take really ordinary objects and push them into a more graphic, poster-like direction. The goal was to make it feel like a mix of screen printing, retro grocery packaging, flat illustration, grainy texture, and editorial poster design. What helped most was keeping the object simple, then adding very specific design cues like barcodes, promo s

🛠 ChatGPT
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Prompt Mühendisliği

Stop describing your tone to an AI writing tool. Make it reverse-engineer it instead.

Every "write in my voice" attempt I made used to be me listing adjectives. Casual but professional, confident not arrogant, and so on. The output always came back sounding like a brand guideline wrote it, because adjectives are not a style, they are a vibe. What actually works is making the tool extract the rules from your own samples first, then write against those rules. Two

🛠 ChatGPT
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Prompt Mühendisliği

Stop treating your AI like a senior engineer, treat it like a genius intern

We have a common misunderstanding about AI coding assistants: we expect them to work like a senior engineer with a decade of experience. In reality, their mental model is much closer to that of a "genius intern." Imagine this intern joins your team: he's incredibly smart, learns at a stunning pace, and can read any document you give him in seconds. But at the same time, he is e

🛠 ChatGPT
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Prompt Mühendisliği

the one line that fixes like 80% of bad prompts, for the non-technical people i keep teaching

not a prompt engineer really, i just write plain english explainers for non-technical people, and this is the one thing that clicks for them every single time. most "the AI gave me rubbish" moments aren't the model being dumb, it's the brief being vague. the fix is one line before your actual ask: who is this for, and what does a great answer look like. then give it ONE example

🛠 ChatGPT
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Prompt Mühendisliği

What’s the best ChatGPT skill/prompt for making it challenge its own answers using multiple personas?

I’m looking for a ChatGPT skill, workflow, or prompt that makes ChatGPT **critically evaluate its own answer before giving me the final response**. My goal is something like an internal “panel” of different perspectives. For example: **Expert:** develops the initial answer. **Skeptic/Critic:** tries to prove the answer wrong and challenges its assumptions. **Alternative Thinker

🛠 ChatGPT
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Ses & Müzik

Sesli Ajan Gecikme Bütçesi

Sesli konuşma akışındaki gecikmeyi bileşenlere ayırıp ölçülebilir hedeflere dönüştürür.

🛠 ChatGPT
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Veri & Analiz

A/B Test Sonucu Yorumlama

Test sonuçlarının istatistiksel anlamlılığını değerlendirir.

🛠 ChatGPT Gelişmiş Veri Analizi
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Veri & Analiz

Dayanıklılık Stres Testi

Modeli gürültü, eksik veri, dil değişimi ve sıra dışı girdiler altında sınamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 ChatGPT
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Veri & Analiz

Gölge Dağıtım Değerlendirmesi

Aday modeli kullanıcıya göstermeden gerçek trafikte mevcut sürümle karşılaştırmak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 ChatGPT
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Veri & Analiz

KPI Panosu Tasarımı

İş alanına özel doğru metrikleri belirlemeye yardımcı olur.

🛠 Hex
🎯
Veri & Analiz

Özellik Deposu Kalite Sözleşmesi

Model özelliklerinin güncellik, doğruluk ve sahiplik koşullarını tanımlamak; sonuçları doğrudan karar ve uygulama sürecinde kullanılabilecek düzenli bir çıktıya dönüştürür.

🛠 Notion AI
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Veri & Analiz

Sentetik Veri Kalite Kapısı

Sentetik veriyi kullanılmadan önce istatistik, mahremiyet ve fayda açısından sınar.

🛠 ChatGPT
✍️
Yazı & İçerik

Dikey Video Sahne Senaryosu

Kısa videoyu süre ve görsel anlatım açısından çekime hazır planlar.

🛠 Claude
✍️
Yazı & İçerik

Konuşmacı Klip Seçici

Uzun konuşmadan etik ve bağlamlı sosyal klipler seçer.

🛠 Claude