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feat: add autoresearch skill — autonomous DEX strategy discovery#262

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darks0l wants to merge 1 commit intoBankrBot:mainfrom
darks0l:add-autoresearch-skill
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feat: add autoresearch skill — autonomous DEX strategy discovery#262
darks0l wants to merge 1 commit intoBankrBot:mainfrom
darks0l:add-autoresearch-skill

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@darks0l darks0l commented Mar 21, 2026

AutoResearch — Autonomous Trading Strategy Discovery

Karpathy-style autoresearch for Base DEX trading. An AI agent iteratively mutates, backtests, and evolves strategies using Bankr LLM Gateway for mutations and Bankr wallet for live execution on Base.

Bankr Integration (3 Layers)

  1. LLM Gateway — Strategy mutations via \llm.bankr.bot\ (claude-sonnet-4.5, 27+ models available)
  2. Wallet Execution — Live DEX swaps on Base via Bankr wallet
  3. Balance Tracking — Portfolio sync + credit monitoring

Stats

  • 12 modules, 38 tests passing, 117+ experiments logged
  • Best score: 2.838 Sharpe on real CoinGecko data
  • Live trade proof: [\

Karpathy-style autoresearch for Base DEX trading. AI agent iteratively
mutates, backtests, and evolves strategies using Bankr LLM Gateway for
mutations and Bankr wallet for live execution.

- 12 modules, 38 tests, 117+ experiments logged
- 3-layer Bankr integration (LLM Gateway + Wallet + Balance)
- Real Uniswap V3 + Aerodrome data on Base
- Best score: 2.838 Sharpe on real CoinGecko data
- Live trade proof on Base mainnet
- LCM memory for persistent experiment knowledge
- OpenClaw compatible (skill, cron, sub-agent patterns)

Repo: https://github.com/darks0l/autoresearch
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