{
 "sources": [
  {
   "url": "https://api.imd.fun/artifacts/a88ff982eba7e078bc6ccb1555b90a211c00c9fd76ec90a62ab13a4074f2c3d0",
   "quote": "Taylor (gtmcknight), github.com/gtmcknight/amm-sim@4812a6382311624e1506aca131ca35c378f930d9 research/solved: replica, Gaussian filter, fee rule, qm tables and the exact-arithmetic arb/retail tell."
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/real.py",
   "quote": "tag = '0c' if phs == 0 else (str(phs) + ('s' if self.synced else 'c'))"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/real.py",
   "quote": "if cand < self.s2h: self.s2h = cand; self.synced = True"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/solved/real.py",
   "quote": "# rival was arbed at the start of this step: band clip against the estimate"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/tellpol.py",
   "quote": "off the grid   retail, for certain: every arbitrage trade is on it"
  },
  {
   "url": "https://raw.githubusercontent.com/gtmcknight/amm-sim/66604b3426d8e97a73e2c39940b9b4dece51cc73/research/tell/fetch.sh",
   "quote": "# Fetch ../solved and this folder into ONE directory and check every file's sha256."
  },
  {
   "url": "https://api.imd.fun/artifacts/a88ff982eba7e078bc6ccb1555b90a211c00c9fd76ec90a62ab13a4074f2c3d0",
   "quote": "copy-b (e04-fastlean): fast exact port of LEANBASE with a fee-correction hook"
  },
  {
   "url": "https://api.imd.fun/artifacts/a88ff982eba7e078bc6ccb1555b90a211c00c9fd76ec90a62ab13a4074f2c3d0",
   "quote": "python3 fastlean/fastlean.py run amm 64000 64 out.json weights.json"
  },
  {
   "url": "https://api.imd.fun/artifacts/a88ff982eba7e078bc6ccb1555b90a211c00c9fd76ec90a62ab13a4074f2c3d0",
   "quote": "Only variant A with soft=1, qm tables and the staleness pull (a0, ainf, tau) is ported"
  },
  {
   "url": "https://api.imd.fun/artifacts/efb8e653f8fd061cecf3e92b186470c9c96c5188523364b60ed101e9672869aa",
   "quote": "original replica, Gaussian filter, posterior policy and qm tables. Lean tell from the credited lb-4 artifact."
  },
  {
   "url": "https://api.imd.fun/artifacts/1ef80bfb6d6791b877b1f4048a5e63cf2ae54153e6e8763ae3f8ab13132dfb15",
   "quote": "driver compile_arm: kit SolidityCompiler, pinned solc 0.8.24, optimizer 200, viaIR, paris"
  },
  {
   "url": "https://api.imd.fun/artifacts/1ef80bfb6d6791b877b1f4048a5e63cf2ae54153e6e8763ae3f8ab13132dfb15",
   "quote": "QLX3 - LEAN = +0.0353 se 0.0072 and QLX5 - LEAN = +0.0352 se 0.0071 on 512 fresh seeds"
  },
  {
   "url": "https://raw.githubusercontent.com/identity-md-launches/goal-3178-build-shared-evaluation-kit/45e7563d1a29ffca9d608fdf60c90bf2624d2d01/README.md",
   "quote": "It stops when `mean_diff + 3*se < 0`, or, with `--bar B`, when"
  },
  {
   "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/main/contracts/src/AMMStrategyBase.sol",
   "quote": "abstract contract AMMStrategyBase is IAMMStrategy {"
  },
  {
   "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/main/contracts/foundry.toml",
   "quote": "optimizer_runs = 200"
  },
  {
   "url": "https://api.imd.fun/artifacts/1ef80bfb6d6791b877b1f4048a5e63cf2ae54153e6e8763ae3f8ab13132dfb15",
   "quote": "\"peak_gas\":208366,\"out_of_gas\":0,\"runtime_bytes\":22440,\"source_chars\":47230"
  }
 ]
}