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Ryan Hart Profile picture
@thisdudelikesAI
Jun 30, 2025 • 14 tweets • 5 min read • Read on X
Scrolly
Grok 3's PDF rendering is insane.

From a simple prompt, you can create PDF docs like research papers, resumes, invoices, business proposals, and even e-books.

Here are 10 wild examples:

(Prompts + demos included ↓)
1. Investor Pitch Deck

Prompt:

“Draft a 12‑slide PDF pitch deck for FlowAI (pre‑seed SaaS). Include problem, TAM/SAM/SOM, solution, GTM, traction placeholders, team bios, and ask.”
2. Product Requirements Document (PRD)

Prompt:

“Create a PRD PDF for a mobile feature: in‑app voice search. Cover user stories, acceptance criteria, wireframe boxes, and launch KPIs.”
3. Quarterly OKR Report

Prompt:

“Generate a Q2 engineering OKR report (PDF) with progress bars, traffic‑light status colors, blockers, and next‑steps table.”
4. Clinical Study Protocol

Prompt:

“Write a IRB‑ready PDF protocol for a Phase II trial on wearable glucose sensors objectives, methodology, ethical safeguards, Gantt‑chart timeline.”
5. Travel Itinerary + Budget

Prompt:

“Plan a 10‑day Japan trip for two, mid‑range budget. Include daily schedule, transport links, hotel recs, cost table, and QR codes for bookings export as PDF.”
6. Marketing Campaign Brief

Prompt:

“Craft a PDF brief for a TikTok UGC campaign launching new skincare line: target persona, creative guidelines, deliverables checklist, timeline, and KPI tracker.”
7. Grant Proposal

Prompt:

“Produce a 6‑page PDF grant proposal for a non‑profit installing solar water pumps in rural Kenya. Include problem statement, budget breakdown, and impact metrics.”
8. HR Onboarding Handbook

Prompt:

“Build a PDF onboarding guide for remote hires: company culture, tool stack, 30‑60‑90 plan, benefits table, and clickable resource links.”
9. Gourmet Cookbook e‑Book

Prompt:

“Generate a 30‑page PDF cookbook: 15 Mediterranean recipes, each with photo placeholders, step‑by‑step instructions, macro table, and chef tips.”
10. Legal Contract Template

Prompt:

“Draft a 5‑page PDF service agreement for freelance UX designers. Include scope of work, timeline, payment terms, IP ownership, and termination clauses.”
Extra:

Resume creator:

"Write a 1‑page PDF resume for a full‑stack developer John at Codebase. Highlight TypeScript, PostgreSQL, team leadership, and 3 shipped products. Include contact info, work history, and a short summary paragraph." Image
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More from @thisdudelikesAI

Ryan Hart Profile picture
Feb 5
Telling an LLM to "act as an expert" is lazy and doesn't work.

I tested 47 persona configurations across Claude, GPT-4, and Gemini.

Generic personas = 60% quality
Specific personas = 94% quality

Here's how to actually get expert-level outputs: Image
Here's what most people do:

"Act as an expert marketing strategist and help me with my campaign."

The LLM has no idea what kind of expert.

B2B or B2C?
Digital or traditional?
Startup or enterprise?
Data-driven or creative-first?

Garbage in → garbage out. Image
The framework that took me from 60% to 94% output quality:

Every persona needs 5 elements:

1. Specific role + seniority
2. Industry/domain context
3. Methodologies they use
4. Constraints they operate under
5. Output format they'd deliver

Let me break down each one:
Read 17 tweets
Ryan Hart Profile picture
Feb 4
After 2 years of using AI for research, I can say these tools have revolutionized my workflow.

So here are 15 prompts across Claude, Gemini, ChatGPT, and Perplexity that transformed my research (and could do the same for you):
1/ LITERATURE REVIEW → Claude Sonnet 4.5

"Analyze these 30 papers on [TOPIC]. Find contradictions, research gaps, and emerging debates. Prioritize findings that challenge consensus."

Why Claude: 200K context window = reads entire papers, not just abstracts. Image
2/ RESEARCH QUESTION REFINEMENT → ChatGPT 4o

"My broad interest: [TOPIC]. Generate 10 falsifiable research questions. For each: explain methodology, expected contribution, and why current literature can't answer it."

Why 4o: Extended reasoning catches scope creep and logical gaps.Image
Read 19 tweets
Ryan Hart Profile picture
Jan 31
Anthropic engineers just leaked their internal AI workflow.

Turns out, 99% of people are using LLMs completely wrong.

Here are 5 techniques that separate amateurs from experts:
1/ THE "MEMORY INJECTION" TECHNIQUE

Most people start fresh every time. Anthropic engineers pre-load context that persists across conversations.

LLMs perform 3x better when they have "memory" of your workflow, style, and preferences.

Example prompt to test:

"You're my coding assistant. Remember these preferences: I use Python 3.11, prefer type hints, favor functional programming, and always include error handling. Acknowledge these preferences and use them in all future responses."Image
2/ REVERSE PROMPTING

Instead of telling the AI what to do, make it tell YOU what it needs.

Forces the model to think critically about requirements before executing. Reduces hallucinations by 40%.

Example prompt:

"I need to analyze customer churn data. Before you help, ask me 5 clarifying questions about my dataset, business context, and desired outcomes. Don't start until you have all the information."Image
Read 8 tweets
Ryan Hart Profile picture
Jan 24
If you want LLMs to do whatever you want, then I found a hack that will help you.

People will pay for these frameworks, but I'm giving you all this for free.

Here are 8 frameworks you can try right now to get the best results from any LLM:
S-Tier (Actually Works):

1. RTF (Role, Task, Format)

- Quality: 8.7/10

- Dead simple. Tell the model WHO it is, WHAT to do, HOW to structure output.

Example: "You are a solutions architect. Design a chat system. Use markdown with sections."

2. COSTAR (Context, Objective, Style, Tone, Audience, Response)

- Quality: 8.4/10
- Comprehensive but not bloated.
- Forces you to think through what you actually need.

The 6 components map directly to how LLMs parse instructions.
A-Tier:

RISEN (Role, Instructions, Steps, End goal, Narrowing)

- Quality: 7.2/10
- Good for multi-step tasks.
- The "Narrowing" component (constraints) prevents scope creep.

But too rigid for creative tasks.
Read 9 tweets
Ryan Hart Profile picture
Jan 23
I DON’T UNDERSTAND WHY PEOPLE PAY FOR COURSES ANYMORE.

Most courses are generic and outdated.
Claude builds custom curriculums based on your exact goal.

Here are 8 prompts to replace online courses completely:
1. Build a Personalized Learning Curriculum From Scratch

This replaces generic courses that teach stuff you’ll never use.

Prompt:
"Act as an expert instructor in [SKILL/TOPIC].

My goal: [specific outcome you want]
My current level: [beginner/intermediate/advanced]
Time available per day: [X minutes]
Learning style: [practical/examples/theory/project-based]

Create a personalized learning curriculum that includes:

1. Clear learning roadmap (step-by-step)
2. Core concepts I must master (in order)
3. What to ignore to avoid overwhelm
4. Real-world skills over theory
5. Weekly milestones
6. Practice tasks after each section
7. Common beginner mistakes to avoid
8. How I’ll know I’m improving
9. Final outcome I should be able to achieve

Design this like a private mentor, not a course."
2. Turn Any Skill Into a 30-Day Learning Plan

This is how you make progress fast without burning out.

Prompt:
"Create a 30-day learning plan for [SKILL].

Constraints:

No fluff
No filler content
Focus on leverage

For each day, give:

1. One core concept to learn
2. One practical exercise
3. One real-world application
4. One mistake to avoid
5. Expected outcome for that day

Optimize for results, not completion."
Read 10 tweets
Ryan Hart Profile picture
Jan 20
I couldn't code. Never ran a business. Just had ChatGPT and 10 simple questions.

6 months later, I built 3 businesses:
- Email newsletter about AI: $18,000/month
- Notion templates: $15,000/month
- Consulting tools: $14,000/month

Total: $47,000 every month. No employees. No coding.

One prompt saved me from wasting months on bad ideas.

Here are the 10 prompts that changed everything:Image
Why this works now (and didn't before):

OLD WAY:
You need to code = Most people can't start
You need employees = Costs too much money
You need experience = Takes years to learn

NEW WAY:
ChatGPT writes the words for you
No-code tools build the website (like Legos)
AI helps you learn as you go

It's like having a super-smart business partner who works for free 24/7.

Anyone can do this. Even if you've never sold anything before.Image
PROMPT #1: The Idea Generator

Copy this exactly:

"Look at what's popular right now and my skills [list what you're good at]. Give me 20 business ideas that:
- Don't need coding
- Cost less than $500 to start
- Can make $5,000/month in 6 months"

I typed in: "Good at writing, know a lot about AI"

ChatGPT gave me 20 ideas.
3 became real businesses making $47K/month.

The ideas are already out there. You just need to ask the right question.Image
Read 15 tweets

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