According to @kwok_phil, a true cryptocurrency should be evaluated like a sovereign nation with its own economy, citizens, beliefs, businesses, infrastructure, and sometimes an army, guiding traders to prioritize on-chain fundamentals over price-only charts for token screening and risk sizing, source: @kwok_phil. This nation-state framework implies focusing on network activity, community strength and beliefs, developer and business ecosystems, infrastructure reliability, and security readiness to assess long-term resilience and liquidity, source: @kwok_phil.

According to @milesdeutscher, he published a complete prompting framework designed to generate bull/bear sentiment reports on any altcoin via an X post dated Aug 15, 2025; source: @milesdeutscher on X, Aug 15, 2025. The framework is presented as a comprehensive prompt intended to structure altcoin research into bullish and bearish factors for decision-making; source: @milesdeutscher on X, Aug 15, 2025. The post states the framework applies to any altcoin, enabling consistent sentiment reporting that can be integrated into pre-trade analysis workflows; source: @milesdeutscher on X, Aug 15, 2025.

According to Miles Deutscher, traders can maximize insights from DeFiLlama’s on-chain data by filtering and interpreting the data using ChatGPT. This 4-step analytical framework involves summarizing data, explaining each DeFi protocol, forming actionable trading theses, and identifying market trends based on verifiable metrics (source: Twitter, @milesdeutscher, May 20, 2025). This structured approach helps traders evaluate protocol growth, liquidity shifts, and ecosystem momentum, enabling more informed decisions on token allocations, risk management, and identification of outperforming sectors in the crypto market.