Merge pull request 'fix: feat: LLM seed — Momentum Follower optimizer (#674)' (#695) from fix/issue-674 into master

STATE.md

@@ -20,3 +20,4 @@
 - [2026-03-12] Three-position strategy: Floor, Anchor, Discovery
 - [2026-03-12] VWAPTracker for price oracle
 - [2026-03-12] Harberger tax staking mechanism
+- [2026-03-13] LLM seed — Momentum Follower optimizer (#695)

tools/push3-evolution/seeds/llm_momentum.push3

@@ -0,0 +1,73 @@
+;; llm_momentum.push3 — Momentum Follower Optimizer
+;;
+;; Strategy: "follow the crowd, but keep a safety net."
+;;
+;; Philosophy:
+;;   High staking % → bull: wide discovery, high anchor share
+;;   Low  staking % → bear: floor-heavy, narrow anchor, minimal discovery
+;;
+;;   Uses smooth transitions (no hard if/else): percentageStaked directly
+;;   scales all output parameters via multiplication.
+;;
+;;   Floor always gets at least 20% of ETH (safety net):
+;;     anchorShare is capped at 0.8e18 (= percentageStaked * 0.8).
+;;
+;;   AnchorWidth is proportional to tax rate spread:
+;;     high tax rate → volatile market → wider anchor bands.
+;;
+;; Inputs on DYADIC stack (slot 0 on top, slot 7 at bottom):
+;;   [0] percentageStaked   (0..1e18, where 1e18 = 100%)
+;;   [1] averageTaxRate     (0..1e18)
+;;   [2-7] unused (normalized indicators, future use)
+;;
+;; Outputs (DYADIC stack at termination, bottom to top):
+;;   discoveryDepth = percentageStaked              (0..1e18, direct scaling)
+;;   anchorWidth    = 20 + taxRate * 80 / 1e18      (20..100 ticks)
+;;   anchorShare    = percentageStaked * 0.8        (0..0.8e18, safety net)
+;;   ci             = 0
+;;
+;;   At 0% staked:   DD=0,    AW=20,  AS=0,      CI=0  (full floor, minimal discovery)
+;;   At 50% staked:  DD=0.5e18, AW=*, AS=0.4e18, CI=0
+;;   At 100% staked: DD=1e18, AW=100, AS=0.8e18, CI=0  (anchor-heavy, full discovery)
+
+(
+  ;; Step 1: Bind slot 0 (percentageStaked) and slot 1 (averageTaxRate).
+  PERCENTAGESTAKED DYADIC.DEFINE
+  ;; Stack: [slot7, slot6, slot5, slot4, slot3, slot2, slot1]
+  TAXRATE DYADIC.DEFINE
+  ;; Stack: [slot7, slot6, slot5, slot4, slot3, slot2]
+
+  ;; Step 2: Discard unused inputs (slots 2-7) — 6 pops.
+  DYADIC.POP
+  DYADIC.POP
+  DYADIC.POP
+  DYADIC.POP
+  DYADIC.POP
+  DYADIC.POP
+  ;; Stack: []
+
+  ;; Step 3: Push discoveryDepth = percentageStaked (0..1e18)
+  ;; Momentum: high staking → full discovery; low staking → no discovery.
+  PERCENTAGESTAKED
+  ;; Stack: [discoveryDepth]
+
+  ;; Step 4: Push anchorWidth = 20 + averageTaxRate * 80 / 1e18  (ticks: 20..100)
+  ;; High tax spread → volatile market → wider anchor bands (bear-like).
+  ;; Low  tax spread → stable market  → narrow anchor bands (bull-like).
+  TAXRATE
+  80 DYADIC.*
+  1000000000000000000 DYADIC./
+  20 DYADIC.+
+  ;; Stack: [discoveryDepth, anchorWidth]
+
+  ;; Step 5: Push anchorShare = percentageStaked * 800000000000000000 / 1e18  (0..0.8e18)
+  ;; Safety net: tops out at 80%, so floor always receives >=20% of ETH.
+  PERCENTAGESTAKED
+  800000000000000000 DYADIC.*
+  1000000000000000000 DYADIC./
+  ;; Stack: [discoveryDepth, anchorWidth, anchorShare]
+
+  ;; Step 6: Push ci = 0 (capital inefficiency — optimizer output, fixed at 0).
+  0
+  ;; Stack: [discoveryDepth, anchorWidth, anchorShare, ci=0]
+)

tools/push3-evolution/seeds/manifest.jsonl

@@ -1,2 +1,3 @@
 {"file":"optimizer_v3.push3","fitness":8259844243839650390792,"origin":"hand-written","run":null,"generation":null,"date":"2026-03-10","note":"Original seed optimizer"}
 {"file":"evo_run004_champion.push3","fitness":2307549972110081697617459,"origin":"evolved","run":"004","generation":3,"date":"2026-03-13","note":"First evolution champion. Fitness inflated by token value (#670). Always-bull strategy."}
+{"file":"llm_momentum.push3","fitness":null,"origin":"llm","run":null,"generation":null,"date":"2026-03-13","note":"Momentum Follower: smooth sentiment-tracking via direct percentageStaked multiplication. Safety net: floor always >=20%. AnchorWidth scales with tax volatility."}