Data maturity & observation
Four maturity levels that scale strictness with uncertainty, and the adaptive observation cadence for early tokens.
Every opportunity gets a data-maturity level. Low maturity does not mean rejection — it means higher uncertainty, and the system responds with stricter rules.
Four levels
| Level | Typically available |
|---|---|
| MINIMAL | Contract, creator, chain, deployment timestamp only. |
| EARLY | First liquidity, first trades, first buyers, initial pool, basic contract checks. |
| PARTIAL | Multiple snapshots, holder distribution, social activity, liquidity trend, security analysis. |
| MATURE | Longer history, audit info, tokenomics, team, multiple exchanges, full social history. |
Low maturity → stricter, not rejected
Lower maturity tightens execution rules, shrinks allowable exposure, leans harder on deterministic safety checks, and triggers more frequent reevaluation.
Adaptive observation cadence
Early tokens are checked far more often at the start, then taper:
| Window | Checkpoints |
|---|---|
| First minute | T+5s · T+15s · T+30s · T+60s |
| First 15 minutes | T+2m · T+3m · T+5m · T+10m · T+15m |
| First hour | T+20m · T+30m · T+45m · T+60m |
| Then | T+2h · T+3h · T+6h · T+12h · T+24h · T+3d · T+7d · T+30d |
When frequency increases again
- sharp liquidity change
- creator sells
- whale enters / exits
- volume accelerates
- listing announced
- price beyond threshold
- security event
- position is open