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Autonomous Self Improving Prediction Bot Predator bot is clocking consistent wins. 10/10 since V2 has started on @AxiomProtocol_ From 15 XRP -> 46 XRP since yesterday. What is Predator, how you can build it found in this post 👇 First off, if you’re wanting to get started on your own prediction market bot use my referral link then open/deposit into @xrplclaw Ref link: xrplclaw.com/ref/zee Now let’s get into brass tacks. The bot is an automated system that scans Axiom prediction markets, evaluates opportunities, places bets when there is value, and manages those positions through settlement. Step-by-step flow 1. Market Scan Continuously pulls active Axiom markets and filters out closed or already-used ones. 2. Market Classification Sorts each market into a type (hourly crypto, daily crypto, sports, etc.) so it can evaluate them correctly. 3. Prediction Engine Estimates the probability of each outcome using relevant signals: •crypto → momentum, trend, sentiment •sports → rating-based probability (e.g., ELO) Outputs: •predicted direction •probability (ex: 64%) 4. On-Chain Verification Checks the live contract before betting: •market still open •betting window valid •real pool sizes •actual payout 5. Value Calculation (Edge) Compares its probability vs the market’s implied probability. If the bot believes the market is mispriced → potential trade. 6. Bet Filtering Rejects markets that are: •low payout •low edge •thin liquidity •stale or invalid 7. Bet Sizing Determines how much to bet based on: •bankroll •confidence •payout quality •current conditions 8. Risk Check Ensures it is not overexposed: •avoids stacking similar bets •avoids excessive directional risk •keeps capital distributed 9. Execution Places the bet once all conditions pass. 10. Position Tracking Stores each bet with: •market name •pick •stake size •predicted probability •payout •timestamp 11. Settlement Monitoring Watches for market resolution and claims winnings automatically. 12. Learning Loop Records: •predicted probability •actual outcome Uses this to: •track performance •adjust confidence over time •improve decision quality 🎯 Summary The bot continuously: •scans markets •predicts outcomes •compares probability vs payout •bets only when there is value •manages risk and exposure •tracks and learns from results Want to start building your own? Use my referral link, sign up and comment when you’ve made your first agent. Side tip - use @JoeyWallet for ease of use when signing into xrplclaw I’ll see your comment and send you a starter prompt to start building. May the best bot win. Soon I’ll have a library of starter, intermediate and advanced scripts people can access to build with. Can’t wait to see what everyone does 😁 Give yourself and edge or don’t. no crying in the casino

this is a full autonomous trading system built with XRPLClaw. @zbits33 built Predator — 12-step loop: scans markets, classifies them, estimates probability, checks on-chain, sizes bets, manages risk, executes, settles, and learns from every result. 15 XRP → 46 XRP since yesterday. 10/10.

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