pubfi-crypto-project-research

Generate an evidence-backed crypto project research report by providing a project name and optional special requirements. The system automatically infers IDs, selects modules, and structures the output across market positioning, security risk, and on-chain metrics.

Data integrity in crypto research works by pulling real-time data from official docs, CoinGecko, and DefiLlama. The mechanism attaches clear source labels to every metric and explicitly exposes conflicts when aggregated sources disagree, preventing guessed numbers.

You can use this framework to research crypto projects with on-chain metrics by inputting the project name. It automatically infers necessary IDs and queries DefiLlama and CoinGecko to fetch real-time fundamental data for the report.

The best way to ensure no guessed numbers appear in on-chain metrics reports is to enforce strict data integrity rules. This system mandates pulling real-time data from official sources and attaching a source label to every single key metric.

Limitations when generating crypto reports include dependency on the availability and accuracy of real-time data from CoinGecko, DefiLlama, and official docs. The system requires UTC timestamps and will explicitly expose conflicts if these sources disagree.