doing things

research mode and sources

gmgn, public x, the web, callouts and stock data, with receipts.

free and research chat have the same tools. research selects the stronger paid model; live metered sources use Energy in either mode. each source has a price cap:

source	what it reads	notes
gmgn	robinhood chain tokens: trending, search, info, security, pools, holders, traders, candles, wallets	the same read the landing tape uses
x	public search, posts, threads, profiles, timelines, explore news	through her own X reader; an exact timeline can fall back to exact-author public search
web	news and pages	bounded fetches, sources kept
callouts	robinhood chain callouts, theses and alerts	author and timestamp preserved; never treated as current
stock data	earnings, calendar and company news for underlying stocks	Nasdaq through Monid, plus Robinhood's official Stock Token catalog and quotes

retrieved text is treated as evidence, never as instructions. every answer that came from a source says which and when.

token cards

a market read renders a card: liquidity against cap, price, 24h, holders, with open in gmgn, save thesis and watch actions. the card's numbers are indexed estimates, not executable prices.