Adversarial AI
Cognitive Firewall
for Crypto Traders.
Before any on-chain trade signs, you defend it through four adversarial rounds — thesis, bear case, exit plan, sizing. Repps fights back using live OKX price data and on-chain signals. Three verdicts: Go, Pause (60 min), or Abort (24h block).
Live at @reppscrypto_bot · reppsai.com · github.com/drock8/repps
The Cognitive Firewall
Repps is an adversarial AI cognitive firewall that intercepts every on-chain trade before it signs. You are forced through four interrogation rounds — thesis, bear case, exit plan, and sizing — while Repps counters every answer using live OKX market data and on-chain behavioral signals.
Three possible verdicts: Go (trade executes), Pause (60-min cooldown), or Abort (24-hour block). Your capital is protected by friction, not luck.
How It Works
Thesis
Declare your trade rationale — asset, direction, catalyst, and edge. Repps immediately stress-tests your logic against live OKX price context.
Bear Case
Articulate every scenario where your trade fails. Repps counters with on-chain behavioral signals and asks what you missed.
Exit Plan
Commit to your take-profit, stop-loss, and time stop — hard numbers only. Vague exits get challenged by optimal adversarial counter-pressure.
Sizing → Verdict
Define your position size and risk %. Repps scores all four rounds and issues one of three verdicts: Go, Pause (60 min), or Abort (24h block).
Full Adversarial AI · Telegram
Activate the
Cognitive Firewall.
The full Repps experience lives on Telegram. Connect to @reppscrypto_bot, submit your trade thesis, and face the complete adversarial interrogation — with real OKX price feeds, security scanning, and enforced verdict cooldowns.
reppsai.com · github.com/drock8/repps · XerpaAI × OKX Hackathon May 2026