i built a self-tuning @solana memecoin trading bot. and now i'm open sourcing it. check quick tips: before it buys anything, 14 checks run: dev wallet, smart wallets, X buzz, hopeypot etc. then it scores. i have built internal scoring system so it gives a score to every ca and defines if we are aping, what would be the % of bankroll. the part i'm actually proud of is that it retunes itself. every 20 signals from a channel, it replays that channel's real history through candidate thresholds and keeps a change only if it clearly beats what's already running. 20 parameters sit under that loop, all stored per channel, so a noisy source and a good source drift into different strategies over weeks without anyone touching them. every change is logged with its baseline and can be rolled back. now the part nobody posts (but I do). data. last week . 73 closed positions, $1000 bankroll. net for the week: -$39. sounds survivable but not what was planned the full audit is in docs/design. i wrote the document that concluded my own bot was the problem, and then i shipped the document. 645 tests. 16 design documents covering what i tried, what the data said, and what i reverted. the signal-channel handles in the repo are placeholders. those sources are the one part i'm keeping. everything else ships exactly as it runs. plug in your own. agpl. take it, fork it, read the code before you point real money at it. if you'd rather build on this than alone, dms open