
Onchain Analysis
On-chain data analysis, active addresses / whale tracking / TVL / DEX liquidity...
Install
npx skills add HKUDS/Vibe-Trading --skill onchain-analysis -g -a claude-code -y- Repository
- HKUDS/Vibe-Trading37.4k
- Category
- Data and ML
- Updated
- 3d ago
- License
- MIT
- Context cost
- Mediumabout 2,392 tokens
- Runs scripts
- No, instructions only
What it does
On-chain data analysis, active addresses / whale tracking / TVL / DEX liquidity, interpretation and signal generation using on-chain valuation metrics such as MVRV / NVT / SOPR.
On-Chain Data Analysis
Overview
Use transparent public blockchain data for analysis, covering network activity, whale-behavior tracking, DeFi liquidity analysis, and on-chain valuation metrics. This provides crypto investing with data dimensions unavailable in traditional finance.
Network Activity Metrics
Core Activity Indicators
| Metric | Meaning | Bullish Signal | Bearish Signal |
|---|---|---|---|
| Active addresses | Unique addresses interacting with the network each day | Sustained increase (network adoption rising) | Sustained decline |
| New addresses | Addresses appearing for the first time each day | Accelerating growth (new users entering) | Shrinkage |
| Transaction count | Number of on-chain transactions per day | Steady growth | Sharp decline |
| Transfer value | Total value transferred on-chain per day | Large-value transfer activity | Inactive |
| Activity / price ratio | Growth in active addresses vs growth in price | Activity growth outpaces price growth | Price rises but activity does not |
Activity Analysis Framework
Healthy bull market:
Price↑ + active addresses↑ + new addresses↑ = driven by real demand
Bubble signal:
Price↑ + active addresses↓ or flat = capital-driven, not user-driven
Bottoming signal:
Price↓ + active addresses bottom out and stabilize = speculators exit, real users remain
Historical Reference for BTC Active Addresses
| Phase | Active Addresses (daily avg) | BTC Price | Meaning |
|---|---|---|---|
| 2020 bear-to-bull transition | 0.8-1.0 million | $10k-$20k | Bottom stabilization |
| 2021 bull market | 1.0-1.3 million | $30k-$69k | Healthy growth |
| 2022 bear market | 0.8-0.9 million | $16k-$30k | Pulled back but did not collapse |
| 2024 bull market | 0.9-1.2 million | $40k-$100k | Institution-driven |
