Weekly AI-powered DeFi security intelligence brief.
Track exploits, rug pulls, flash loan attacks, and bridge hacks across the DeFi ecosystem. AI-generated risk analysis powered by GitHub Models.
DeFi Exploit Pulse monitors catastrophic events across 5 DeFi threat categories:
| Category | What's Tracked |
|---|---|
| Protocol Exploits | Smart contract vulnerabilities, logic bugs |
| Flash Loan Attacks | Price manipulation, oracle exploits |
| Rug Pulls | Exit scams, token dumps |
| Bridge Hacks | Cross-chain bridge compromises |
| Social Engineering | Phishing, key compromises |
Every week, the pipeline:
- Queries the CPW Tracker API across multiple entity/topic combinations
- Deduplicates and categorizes events by attack type
- Extracts reported dollar losses from event summaries
- Generates an AI intelligence brief via GitHub Models (GPT-4o) analyzing trends, sectors, and risk outlook
- Deploys an interactive dashboard to GitHub Pages
| Feature | CyberWatch (template) | DeFi Exploit Pulse |
|---|---|---|
| Data sources | 1 query | 5 parallel queries across DeFi categories |
| Analysis | Raw event display | AI-generated intelligence brief |
| Categorization | None | Auto-categorized by attack vector |
| Loss tracking | None | Dollar extraction + aggregation |
| Trend analysis | None | Week-over-week comparison |
| Focus | General cyberattacks | DeFi-specific threats |
- Fork this repo
- Add secrets in Settings → Secrets → Actions:
RAPIDAPI_KEY— CPW Tracker API key (free tier: 100 requests/month)GH_TOKEN— GitHub Personal Access Token for GitHub Models access
- Enable GitHub Pages (Settings → Pages → Source: GitHub Actions)
- Run the workflow manually or wait for the weekly schedule
- Data: CPW Tracker API (multi-query pipeline)
- AI: GitHub Models (GPT-4o) for intelligence analysis
- Frontend: Vanilla HTML/CSS/JS (no framework, no build step)
- Deploy: GitHub Pages via Actions
- Schedule: Weekly cron (Sunday 12:00 UTC)
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