{
  "sources": [
    {
      "url": "https://raw.githubusercontent.com/giorgoschionas/amm-challenge/61ba5df13771e35a9887e51994d3eeb5edc4fade/contracts/src/Strategy.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"Optimal_25bps\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/The-CTra1n/amm-challenge/cd1bf7bc269dd22abbde65dd1e10f2df3b49eaf2/contracts/src/Strategy.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return unicode\"👻\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/VictorQian03/amm-challenge/d039851267b8f28d9c7123b3d75d81c96413efe4/contracts/src/Strategy.sol",
      "quote": "/// @notice Preserve calmer resting fees, but charge more aggressively during real shocks."
    },
    {
      "url": "https://raw.githubusercontent.com/houseofjiao/amm-challenge/4f41eb914ca8df491dbb1068256bbf8561638149/contracts/src/Strategy.sol",
      "quote": "function getName() external pure override returns (string memory) { return \"category.xyz\"; }"
    },
    {
      "url": "https://raw.githubusercontent.com/eliizabethzhang/market-making-challenge/7156ff039f0ecd9ad62328664d997a762cf02cf0/contracts/src/Strategy.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"combo\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/ChengHua926/amm-challenge/d34a5199c59a4c44d5336a25f1436b4ae1f21104/contracts/src/Strategy.sol",
      "quote": "function getName() external pure override returns (string memory) { return \"no_cubic\"; }"
    },
    {
      "url": "https://raw.githubusercontent.com/kmadorin/amm-challenge/ec151d5a2da3810a65736d6dbe0519f81219286d/autoresearch/Strategy.sol",
      "quote": "uint256 public constant FEE = 30 * BPS; // 30 bps"
    },
    {
      "url": "https://raw.githubusercontent.com/lumen-dev-a11y/amm-challenge-lab/4eae7bd93693b415d06adabb66d8db1e1975ab0b/amm-challenge/contracts/src/Strategy.sol",
      "quote": "/// @notice Fixed 0.55% fees (55 bps) — best baseline so far (~379 edge / 200 sims)"
    },
    {
      "url": "https://raw.githubusercontent.com/solosage1/amm-challenge/99dc1cfd0963c274df5f2145e8a282a78226fe9e/contracts/src/TmpFinal.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"tail_compression_mod_v3\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/alexanderzliu/amm-challenge/e15b10d2193387e14b863342adacf9508821b471/my_strategy.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"DirContrarian\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/atvinicius/amm-challenge/78752c17e06b3f4b5d304291e29642f13693c2d7/strategy_submission.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"Rookie Edge\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/0xniki/amm-challenge/56ca9d16f1099b42ee498e3af7651187b1971819/my_strategy.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"L9\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/0xpranav62/amm-challenge/4e24ad7eba497b263e877ebece7d0288c0ad810c/contracts/src/EdgeMaxxing.sol",
      "quote": "function getName() external pure override returns (string memory) {\n        return \"RegimeAdaptiveEWMA\";\n    }"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
      "quote": "rng = np.random.default_rng(seed=i)"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py",
      "quote": "retail_mean_size_min=19.0,\n    retail_mean_size_max=21.0,"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_sim_rs/src/simulation/engine.rs",
      "quote": "// Initialize retail trader with different seed"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/contracts/src/VanillaStrategy.sol",
      "quote": "contract VanillaStrategy is AMMStrategyBase"
    },
    {
      "url": "https://api.github.com/repos/benedictbrady/amm-challenge/forks?per_page=100&sort=newest",
      "quote": "The-CTra1n/amm-challenge"
    },
    {
      "url": "https://api.github.com/search/repositories?q=amm-challenge+pushed:%3E2025-10-01&per_page=100",
      "quote": "houseofjiao/amm-challenge"
    },
    {
      "url": "https://www.linkedin.com/pulse/amm-fee-challenge-notes-from-our-run-optimization-arena-qe3ff",
      "quote": "Our strategy combined two layers of adaptation."
    }
  ]
}