An open-source research harness that routes each token launch through four specialized LLMs plus an adversarial checker, with any single agent able to veto the trade.
Adapted from @zostaffAI PIPELINE, this is the most insane open source repo i've seen this month. 4 LLMs sit at one trading desk. each one analyzes the same pumpfun launch from a completely different angle: - Grok scans live X chatter for coordinated shilling - Claude audits the first 40 trades and top 15 wallets for wash trading - GPT scores the narrative and meme virality - Gemini looks at the actual token artwork for effort and red flags any single agent can veto the trade. then a 5th call hits. an adversarial checker. its only job is to read all four opinions side by side and find contradictions. it tries to talk the panel out of the trade. if the buy still survives: risk manager sizes the position, caps daily loss at 0.5 SOL, and shrinks bet sizes automatically on a losing streak. the executor is a stub. this is a research harness, not a bot that trades for you. every buy, every skip, every disagreement is logged to JSONL so you can audit whether 4 models were actually worth 4 API calls. repo below.
