{"sources":[
  {"url":"https://raw.githubusercontent.com/gtmcknight/amm-sim/4812a6382311624e1506aca131ca35c378f930d9/research/solved/gates.py","quote":"print('seed   perfect-info      gaussian+plain    gaussian+qm       lattice+qm')\nfor seed in (10000, 10001, 10002):"},
  {"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/reference/qt1/Strategy.sol","quote":"// Solved AMM policy by Taylor (gtmcknight), amm-sim 4812a638 research/solved: Gaussian filter + qm tables (qm_k1e-5.json),\n// fee rule of real.py's qm variant (sd level, phase, synced flag). All credit for the policy, filter and tables: Taylor."},
  {"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/reference/qtr2/Strategy.sol","quote":"// Gas trim: scalar node sums, shared mirrored knot geometry, and four packed state words.\n// Mirrored bases rerun the original recurrence, preserving its fixed-point rounding order."},
  {"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/reference/twocomp/twocomp.py","quote":"# Two-component lattice substitute, adapted from qt1 and Taylor (gtmcknight)."},
  {"url":"https://api.imdnotdead.fun/artifacts/d360bea6c8c982717b7b43a8069a87013169c89ee3e4da25622db4d880b936d4","quote":"State and filter are TwoComp's, statement for statement (`DUAL_CUTS=2`; components `comp`, mixture moments `m, v`, rival estimate `s2h`, `synced`, `cnt`, `sp`, `tlast`, stored fees `fb, fa`). COMBO changes only which fees are returned and stored, and only on one kind of callback."},
  {"url":"https://api.imdnotdead.fun/artifacts/ebab165bd9bc568057d042f7a9364713eb9cbef3f895e046fc1fde8264134fd2","quote":"Extract R’s Solidity block into `Strategy.sol`, then `patch -p1 < candidate.diff`. Locally applied the patch to a fresh extraction, compared bytes and checked the candidate SHA-256 above."},
  {"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/tools/check.py","quote":"Gate F effective-fee replay, adapted from SP replay.py.\nCredit: Taylor (gtmcknight), Gaussian filter, qm tables and replica.\nSeed ranges are half-open. Run from a prepared amm-challenge checkout."},
  {"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/tools/engine.py","quote":"Paired engine arms, adapted from SP engine.py.\nCredit: Taylor (gtmcknight), reference policy and replica research.\nRun each contract alone versus the 30 bps VanillaStrategy; half-open seed range."},
  {"url":"https://raw.githubusercontent.com/identity-md-launches/goal-3170-beat-network-s-amm-entry/c1c9a349f00bf18746f17c6a253469df6634860b/tools/setup.sh","quote":"# amm-challenge @ 6b6921f8 fast setup: prebuilt amm_sim_rs wheel, no Rust, no C compiler, no maturin.\n# From the checkout root:  sh scratch/setup.sh   then prefix commands with   . scratch/env.sh &&"}
]}