Data quality

STRSHP prefers a shorter honest result to a fuller speculative one.

Evidence rules

• Market cap, price, liquidity, and quote asset describe one selected market.
• A current holding requires a successful live balance read.
• Current dollar value also requires a fresh attributable token price.
• Unrealized PnL requires reconcilable verified cost basis.
• History-derived fields are suppressed when recorded coverage cannot support them.

History coverage

Tokens first seen after launch can have partial history. When launch-era facts are required, token analysis fails with a coverage-specific error rather than using later observations as if they were complete.

Wallet analytics

Wallet quality and realized PnL cover retained, verified indexed positions across supported EVM chains. They do not claim a wallet’s complete lifetime. Unprofiled and excluded wallets are reported as such; neither is silently treated as neutral.

Freshness and caching

Agent responses expose freshness and cache_status. Telegram omits stale or unsupported fields and exposes Refresh where a new bounded read is useful. Redis can cache results and coordinate work, but durable facts come from the indexed database and live chain reads.

These constraints reduce false precision. They do not remove market, liquidity, contract, or execution risk.