I turned Perplexity AI into my full-time research assistant.
It now does 70% of my research, writing, and business analysis automatically.
Here’s the exact workflow + the prompts you can copy today:
(Comment "Send" and I'll DM you my full automation guide)
1. Literature Review Automation
Prompt:
“Act as a research collaborator specializing in [field].
Search the latest papers (past 12 months) on [topic], summarize key contributions, highlight methods, and identify where results conflict.
Format output as: Paper | Year | Key Idea | Limitation | Open Question.”
Outputs structured meta-analysis with citations perfect for your review sections.
2. Comparative Model Analysis
Prompt:
“Compare how [Model A] and [Model B] handle [task].
Include benchmark results, parameter size, inference speed, and unique training tricks from their papers or blog posts.
Return in a comparison table.”
✅ Ideal for ML researchers or product teams evaluating tech stacks.
Anthropic just published their internal playbook on what actually matters: context engineering.
Context engineering is what separates agents that work from agents that hallucinate.
Here's what changed:
The shift: LLMs don't need more tokens.
They need the right tokens.
Studies show context rot kicks in as windows grow. Every token you add depletes the model's attention budget. More context = worse performance past a threshold.
Think working memory, not hard drive capacity.
Three techniques actually work in production:
Compaction – summarize history, keep what matters
Just-in-time retrieval – agents pull data on demand, not upfront
Sub-agents – specialized models handle focused tasks, return compressed results
I took my 10 daily-use prompts the ones that work in any LLM and ran them through ChatGPT 5.
The results? Unreal.
Here are 10 prompts so powerful they feel illegal to use:
1. Brutally honest thought partner to sharpen your thinking
"Act as my personal thought partner. I’ll describe {my idea/problem}, and I want you to question every assumption, point out blind spots, and help me evolve it into something 10x better."
2. Learn anything from a 20-year expert even if you're clueless
"Pretend you are an expert with 20 years of experience in {industry/topic}. Break down the core principles a total beginner must understand. Use analogies, step-by-step logic, and simplify everything like I’m 5."