Skills

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

MetricMeaningBullish SignalBearish Signal
Active addressesUnique addresses interacting with the network each daySustained increase (network adoption rising)Sustained decline
New addressesAddresses appearing for the first time each dayAccelerating growth (new users entering)Shrinkage
Transaction countNumber of on-chain transactions per daySteady growthSharp decline
Transfer valueTotal value transferred on-chain per dayLarge-value transfer activityInactive
Activity / price ratioGrowth in active addresses vs growth in priceActivity growth outpaces price growthPrice 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Historical Reference for BTC Active Addresses

PhaseActive Addresses (daily avg)BTC PriceMeaning
2020 bear-to-bull transition0.8-1.0 million$10k-$20kBottom stabilization
2021 bull market1.0-1.3 million$30k-$69kHealthy growth
2022 bear market0.8-0.9 million$16k-$30kPulled back but did not collapse
2024 bull market0.9-1.2 million$40k-$100kInstitution-driven

Whale Tracking

Whale Definition

Read the whole SKILL.md on GitHub

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