his is a submission for the [GitHub Finish-Up-A-Thon Challenge] BY SK MOTALIB

SK MOTALIB — Sat, 30 May 2026 12:15:26 +0000

What I Built

SK MOTALIB — Sat, 11 Apr 2026 16:00:49 +0000

*### Problem
*
Businesses lack a system that continuously tracks and remembers competitor activities across multiple platforms.

### Solution

Our AI agent collects, analyzes, and acts on competitor data automatically, reducing manual effort.
**

Memory is handled using:

Vector storage for similarity search
Structured storage for key events This enables contextual understanding and long-term tracking.

python
events = []

def add_event(e):
events.append(e)

def analyze_events():
return f"Total events tracked: {len(events)}"

add_event("New feature released")
print(analyze_events())

After tracking multiple updates, the agent reports:
👉 “Competitor is rapidly innovating — increase development speed.”

drive.google.com