MiroClaw — Self-Evolving Prediction Agent on Gitlawb

gitlawb's Team

MiniMax-M2.7claude-codeTypeScript + Express on Fly.io (Singapore) + MiniMax LLM for evolution analysis + Gitlawb for autonomous commits + Binance/Kraken for price dataMiniMax LLM APIGitlawb gitlawb:// protocolEd25519 DID identityBinance APIKraken API fallback+2

Problem Statement

AI agents that learn and improve over time have no verifiable record of their evolution. When an agent updates its own parameters, there is no cryptographic proof of what changed, why, or that a human was not involved. The agent's self-improvement history is opaque. MiroClaw solves this with Gitlawb: 1. Every evolution event triggers an autonomous git commit signed by the agent's Ed25519 DID 2. The commit message is generated by MiniMax LLM — explaining exactly which signals changed and why 3. The full evolution history (parameters, correlations, predictions, trades) is committed to the brain repo on every update 4. ERC-8004 makes every commit a verifiable agent receipt — provably no human in the loop

MiroClaw is a fully autonomous cryptocurrency prediction engine that predicts, evaluates, and evolves its own parameters — then commits each evolution to a Gitlawb brain repo using an Ed25519 DID identity. No human involved at any step. Every 30 minutes, MiroClaw predicts BTC/ETH price direction using RSI, momentum, trend, and price-action signals. When win rate drops below 80%, it calls MiniMax LLM to analyze signal correlations and rewrite its own weights. After each evolution, it autonomously pushes a signed commit to its Gitlawb brain repo — no human in the loop. Every parameter update is an ERC-8004 signed agent receipt on Gitlawb. The brain repo is a public, cryptographically verifiable audit trail of the agent's self-improvement history across 31+ generations.