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Asmae

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Keep_AS β€” The System That Refuses to Let You Miss Opportunities

Notion MCP Challenge Submission 🧠

This is a submission for the Notion MCP Challenge


🧠 Keep_AS β€” The system that refuses to let you fail

What I Built

There is a moment we all know.

You find an opportunity.
A job. A scholarship. A hackathon.

You tell yourself:
β€œI’ll do it later.”

Later becomes tomorrow.
Tomorrow becomes never.

And nothing crashes.
No error message.
No alarm.

Just… silence.

And another opportunity dies.


Keep_AS was born from that frustration.

Not because we lack talent.
But because we lack execution systems.


πŸ’‘ The Idea

Keep_AS is not a productivity app.

It’s an AI-powered execution system that:

  • Takes an opportunity (job, project, goal)
  • Breaks it into structured, actionable tasks
  • Tracks your behavior
  • Pushes you to act
  • And refuses to let you ignore what matters

πŸŽ₯ Video Demo

πŸ’» Show us the code


βš™οΈ How It Works

1. Input: Raw Opportunity

User pastes something like:

β€œSoftware Engineer Internship β€” Deadline March 30 β€” Requires CV, cover letter, portfolio”


2. AI Parsing

We use an AI parser to extract:

  • Deadline
  • Required documents
  • Skills
  • Priority

3. Task Generation

The system transforms it into a task graph:

  • Prepare CV
  • Write Cover Letter
  • Build Portfolio
  • Submit Application
  • Track Deadline

4. Notion MCP Integration (Core of this project)

This is where the magic happens.

Using Notion MCP, Keep_AS becomes a real system:

πŸ”Ή A Notion Database is created automatically

Each task becomes a structured entry:

Task Status Priority Due Date
Prepare CV Todo High March 28

πŸ”Ή Real-time updates

  • Tasks are updated as you progress
  • Status changes trigger behavior tracking

πŸ”Ή Human-in-the-loop system

Notion acts as:

  • The interface
  • The memory
  • The control system

🧩 System Architecture

 User Input (Opportunity)
            β”‚
            β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚   AI Parser         β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
            β”‚
            β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Task Graph Generatorβ”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
            β”‚
            β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Notion MCP          β”‚
β”‚ (Database + Pages)  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
            β”‚
            β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ Momentum Engine     β”‚
β”‚ (Behavior Tracking) β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
            β”‚
            β–Ό
β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ User Feedback Loop  β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
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This creates:

  • Accountability
  • Urgency
  • Psychological pressure (the good kind)

πŸ”₯ What Makes This Special

Most tools:
β†’ Store tasks

Keep_AS:
β†’ Forces execution


🚫 No more:

  • β€œI forgot”
  • β€œI’ll do it later”
  • β€œI didn’t have time”

βœ… Instead:

  • Structured action
  • Clear path
  • Constant pressure
  • Visible progress

🧠 Why Notion MCP Was Critical

Without Notion:
β†’ This is just another AI demo

With Notion MCP:
β†’ This becomes a living system

Notion provides:

  • Persistent structured data
  • Real-time updates
  • Human interaction layer
  • Visual clarity

It turns AI output into actionable reality


❀️ The Real Problem We’re Solving

This isn’t about productivity.

It’s about missed opportunities.

People don’t fail because they are not smart.

They fail because:

  • They don’t start
  • They don’t continue
  • They don’t finish

πŸš€ What’s Next

  • Real-time reminders
  • Calendar integration
  • Mobile notifications
  • Multi-opportunity tracking
  • AI coaching layer

🏁 Final Thought

Keep_AS is not here to organize your tasks.

It’s here to make sure:
you don’t abandon your future silently.

Top comments (7)

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mads_hansen_27b33ebfee4c9 profile image
Mads Hansen

The 'opportunity capture' problem is real β€” ideas and leads slip through the cracks not because people don't care but because the friction of capture is too high in the moment.

The key design question for these systems is always: how low is the capture friction? If it requires more than 10 seconds to log something, people won't do it consistently. The best systems I've seen make capture nearly effortless and defer organization to later.

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asamaes profile image
Asmae

Keep_AS reduces capture friction to seconds. "You paste once β€” the system handles the rest"

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mads_hansen_27b33ebfee4c9 profile image
Mads Hansen

Most people don’t miss opportunities because they don’t see them β€” they miss them because the gap between β€˜I should act on this’ and β€˜this is in a system I’ll actually check’ is too large. What’s the friction like from spot to capture? If it’s more than one action, compliance probably drops significantly in week 2.

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asamaes profile image
Asmae

You're absolutely right β€” the gap between spotting and capturing is where most systems fail.
Keep_AS is moving toward reducing that gap to near-zero friction:

  • paste or forward once
  • everything else is automated The long-term goal is to make capture feel almost invisible β€” closer to a reflex than an action. Because if capture requires effort, consistency dies.
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nathalie70ffede36ab5 profile image
Nathalie

Really interesting take on the β€œmissed opportunity” problem β€” especially the shift from task management to enforced execution.

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adam_adam_3dab5ab9edd1c0d profile image
Adam Adam

The focus on execution over organization is πŸ”₯

Curious how you prevent the system from becoming just another source of pressure people eventually ignore.

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kaoutar_8bb12410d8a52ad3a profile image
kaoutar

The execution-focused angle is strong β€” most tools stop at organizing, not doing.