From chat to a real Super Agent. Move to Cursor and get an AI that works with your files, writes and runs code, and automates your life.
🔥 Want more practical AI automations and playbooks?
- Follow on X/Twitter: @sevaustinov —
https://x.com/sevaustinov
- ❌ Long threads that get lost
- ❌ Can’t work with your files directly
- ❌ Doesn’t write and run code in your workspace
- ❌ Forgets context across sessions
- ❌ Only text answers
- ✅ Works with real files — creates, edits, organizes
- ✅ Writes and runs code — solves tasks with automation
- ✅ Remembers — your knowledge is structured in files
- ✅ Searches the web — brings fresh answers with sources
- ✅ Connects everything — health, finance, learning, home
# Find medical ranges online and verify with a precise script
python3 scripts/check_range.py 185 125 200
# ✅ In range — the medical note gets updated- Analyze expenses by category
- Check if you’re within budget ranges
- Generate monthly reports and saving plans
- Research books/courses and summarize
- Create structured notes with action items
- Connect insights to your goals
- Track renovation progress
- Plan purchases and budgets
- Automate repetitive tasks
Personal Super Agent/
├── 🤖 .cursorrules # The "brain" of your AI assistant
├── 📖 README.md # This guide
├── 🔧 scripts/ # Utility tools
│ └── check_range.py # Accurate numeric range checker
└── 📁 Docs/ # Your digital life
├── 🏥 Health/ # Health & medical
├── 💰 Finance/ # Budget & investments
├── 🎓 Learning/ # Books, courses, skills
├── 🏠 Home/ # Home & projects
└── 💼 My Company Example/ # Business template (optional)
- Install Cursor →
https://cursor.sh - Clone this template
git clone <this-repository-url>
cd Personal-Super-Agent3. Open in Cursor
cursor .4. Start talking to your Super Agent
- “Help me create a monthly budget”
- “Add my latest blood test results”
- “Find the best books on investing for beginners”
- “Create a smart home setup plan”
The AI finds medical ranges online and verifies your numbers with the script:
🔍 Range Check:
==================================================
185.0 | [ 125.0 - 200.0] | ✅ In range
92.0 | [ 70.0 - 100.0] | ✅ In range
==================================================
You: “Find Ray Dalio’s book about empires and cycles”
AI: Found “Principles for Dealing with the Changing World Order”
→ Created detailed notes
→ Added to reading list
→ Suggested related books
You: “Find open-source projects to extract receipts from Gmail”
AI: Found gmail-fisher (GitHub)
→ Cloned & adapted for Uber Eats/Bolt Food receipts
→ Integrated with your budget tracker
→ Result: automatic finance updates
AI: Checking your spend…
Food: $650 of $500–700 ✅ Within range
Entertainment: $280 of $200–300 ⚠️ Close to limit
- The AI keeps context across files
- Links information between areas of life
- Surfaces insights based on your data
- Writes scripts to solve your tasks
- Uses exact numeric checks (no LLM math mistakes)
- Integrates multiple data sources
- Searches the web in real time
- Cites sources
- Verifies facts
- Creates structure automatically
- Links related files and topics
- Keeps the workspace clean
- Finds and adapts GitHub projects
- Reuses proven code to save weeks
- “Smart borrowing” over reinventing the wheel
- Medical record with verified lab ranges
- Monthly budget with categories
- Reading list with detailed notes
- Smart home project plan
- Accurate range checking (
scripts/check_range.py) - Starters for new categories
- Automation helpers
- Gmail automations
- Finance analysis libraries
- Medical data extraction tools
- Home automation utilities
- Clear instructions
- Example commands and prompts
- Organization best practices
- Want more than chat-style AI
- Need to organize personal knowledge
- Prefer automating repetitive tasks
- Are ready to level up with an AI workspace
- You only need quick Q&A
- You don’t want new tools
- You prefer keeping everything in your head
Why code for weeks if someone already did it? Your Super Agent can locate and adapt existing open-source projects under your goals.
# Ask the AI to find and adapt
“Find open-source projects for Gmail automation”
→ gmail-fisher: extract finance data from emails
→ gas-openai-gmail-labeller: classify emails with LLMs→ Parsers for Uber Eats/Bolt Food receipts
→ Automatic JSON expense reports
→ Reconciliation with bank statements→ PDF parsers for lab results
→ Health metrics trackers
→ Fitness device integrations- Describe your task
- The AI researches GitHub
- Picks candidates and explains trade-offs
- Adapts the project into your workspace
- Integrates with your data and structure
- Email automation: months → hours
- Expense tracking: weeks → a day
- Health data: weeks → hours
LLMs often make mistakes with number ranges. This template includes a precise checker:
python3 scripts/check_range.py 185 125 200 92 70 100
# value min max [triplets]Use it for health metrics, budgets, targets — anytime you need “is X between Y and Z?”.
Is this free? Cursor has a free tier; Pro unlocks more.
Is setup hard? No. Do this:
- Download and install Cursor (
https://cursor.sh) - Open Cursor
- Create a new folder for this project on your disk
- In Cursor: File → Open Folder… and select that folder
- Give this repo link to Cursor and ask: "Guide me through the next steps"
- Follow the steps it proposes
Is this limited to Cursor? No. These are just files and scripts — use any tools you like:
- VS Code (incl. Cloud Code), Obsidian, or any editor + terminal
- Cursor simply gives you the best AI workflow for working with files and code
Is my data safe? Everything is local on your machine.
Does it work on Windows/Mac/Linux? Yes — Cursor supports all major platforms.
Turn AI from a chat partner into a real digital operator.
- Follow on X/Twitter: @sevaustinov —
https://x.com/sevaustinov - ⭐ If this helped, consider starring the repo!