Evidence over narrative
Research workflows should show which chain and source produced a signal, what route evidence existed, what failed, and what remains unproven.
Built to make noisy on-chain research reviewable.
Qinlong was built because raw on-chain alerts are noisy. The system separates discovery, route evidence, validation records, blocker attribution, and review so weak signals do not get treated as ready evidence.
Controls before scale
Promotion should require validation records, route-quality checks, blocker review, and explicit approval.
Clear boundaries
Qinlong is research software. It is not positioned as an investment product, advisory service, performance promise, or unmanaged automated execution system.