How to read Cielo Wallet Graph Lab
An alert is a timestamped observation. It is not a prediction, a recommendation, or proof that a token is safe.
co-occurrence mapping
Treat co-occurrence mapping as one evidence layer. Compare it with chain, full contract, timing, liquidity, holder distribution, source provenance, and visible provider flags.
source recurrence
Treat source recurrence as one evidence layer. Compare it with chain, full contract, timing, liquidity, holder distribution, source provenance, and visible provider flags.
token relationships
Treat token relationships as one evidence layer. Compare it with chain, full contract, timing, liquidity, holder distribution, source provenance, and visible provider flags.
Follow the contract, not the name
Token names and symbols are easy to copy. Confirm that the same full contract appears in the alert, GMGN chart destination, and bot destination.
Separate research from execution
Write the invalidation condition before opening an external destination. Re-check liquidity, tax, slippage, and visible warnings at the moment of action.