HackerXBT

HackerXBT is an AI-powered agent that revolutionizes how hackathons are monitored, judged, and rewarded by providing real-time analytics and automated token launches for winning teams.Core Functionality:Our AI agent continuously monitors and analyzes hackathon participants' activities in real-time, creating a comprehensive intelligence layer for the entire hackathon ecosystem. It tracks GitHub commits, development patterns, tool usage, and team progress throughout the event, transforming raw data into actionable insights.Key Features: Real-Time Commit Analysis

Monitors all participant GitHub repositories during the hackathon Analyzes commit frequency, code quality, and development timeline Identifies when teams are actively building vs. submitting pre-built solutions Tracks which sponsored tools/APIs teams are implementing

Multi-Channel Intelligence Distribution

Twitter Integration: Posts live updates about notable commits, milestones, and team achievements Telegram Integration: Sends real-time alerts to judges and sponsors about relevant projects Creates a "build in public" atmosphere that increases hackathon transparency

Sponsor Matching System

Automatically identifies which teams are using specific sponsor tools/protocols Alerts sponsors when teams implement their technology effectively Helps sponsors discover high-potential projects they might otherwise miss Provides competitive advantage by enabling early engagement with promising builders

Judge Dashboard

Comprehensive timeline view of each team's development process Insights into technical challenges faced and solutions implemented Verification that work was completed during hackathon timeframe Context beyond final presentations for more informed judging

Automated Winner Token Launch

Upon hackathon completion, winning teams can opt to launch an ERC20 token Creates immediate liquidity and recognition for successful projects Enables community investment in promising builders Establishes on-chain verification of hackathon achievements

Use Cases: For Large Hackathons: In events where teams have their own tokens, HackerXBT provides alpha information about team performance, creating a prediction market dynamic around hackathon outcomes.

For Judges: Eliminates the "demo day only" evaluation problem by providing full context of the building journey, including pivots, problem-solving approaches, and actual time invested.

For Sponsors: Acts as an intelligent scout, identifying teams that not only use their tools but implement them effectively, enabling targeted prize allocation and potential investment opportunities.

For Participants: Rewards genuine builders with visibility and potential token-based funding, while creating accountability for the development process.

We built HackerXBT by combining AI analysis with blockchain automation to create a real-time hackathon monitoring system. Core Components:

1. Coinbase Agent Kit SDK

Powers our AI agent that analyzes GitHub commits and makes decisions We use it to automatically identify which teams are using sponsor tools Handles wallet operations for launching tokens for winners The SDK's LLM integration helps understand commit messages and code patterns

1. GitHub Monitoring

Set up webhooks to track all participant repositories Every commit, PR, and issue triggers our analysis pipeline We built a simple scoring system based on commit frequency and size The agent learns to spot teams that are genuinely building vs. submitting old code

1. Flow Blockchain

Handles the token launch functionality for winning teams We chose Flow for its lower gas costs and developer-friendly approach Built smart contracts that create ERC20 tokens with one function call Winners can claim and customize their token after the hackathon