feat(ModularBot): rammer movement + averaged-lead gun, 12 guns

- Ram movement: drive straight at enemy (not wired, needs selector)
- Averaged-lead gun: mean of linear+circular+wall-bounce predictions
- 12 guns total, battle-tested

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

ModularBot_garage/src/ModularBot.nim

@@ -1,5 +1,5 @@
 ## ModularBot — plugin gun architecture tracer bullet.
-## Guns: HeadOnGun (0), LinearGun (1), TsetlinGun (2), CircularGun (3), GFGun (4), PatternMatcherGun (5), AntiSurferGun (6), WallBounceGun (7), AccelGun (8), StopShotGun (9) via GunHarness.
+## Guns: HeadOnGun (0), LinearGun (1), TsetlinGun (2), CircularGun (3), GFGun (4), PatternMatcherGun (5), AntiSurferGun (6), WallBounceGun (7), AccelGun (8), StopShotGun (9), DisplacementGun (10), AveragedLeadGun (11) via GunHarness.
 ## Radar: RadarLockModule via radar harness.
 ## Movement: OscillatorModule (perpendicular strafing).
 
@@ -21,12 +21,13 @@ import guns/wall_bounce
 import guns/accel_predictor
 import guns/stop_shot
 import guns/displacement
+import guns/averaged_lead
 import movements/phantom_meteor
 
 const botJsonPath = currentSourcePath().parentDir / "ModularBot.json"
 const DebugVBullets = false
 const DebugCircular = false
-const GunNames = ["HeadOn", "Linear", "Tsetlin", "Circular", "GuessFactor", "Pattern", "AntiSurf", "WallBounce", "Accel", "StopShot", "Displace"]
+const GunNames = ["HeadOn", "Linear", "Tsetlin", "Circular", "GuessFactor", "Pattern", "AntiSurf", "WallBounce", "Accel", "StopShot", "Displace", "AvgLead"]
 
 type
   ModularBot = ref object of Bot
@@ -46,6 +47,7 @@ type
     accelGun:     AccelGun
     stopShot:     StopShotGun
     displace:     DisplacementGun
+    avgLead:      AveragedLeadGun
     mover:        PhantomMeteorModule
     virtualHits:  int
     virtualMiss:  int
@@ -87,6 +89,7 @@ method onScannedBot*(bot: ModularBot, e: ScannedBotEvent) =
   var acPreds:   array[len(PowerBins), GunPrediction]
   var ssPreds:   array[len(PowerBins), GunPrediction]
   var dsPreds:   array[len(PowerBins), GunPrediction]
+  var alPreds:   array[len(PowerBins), GunPrediction]
   for i in 0..<len(PowerBins):
     headsUp[i]   = bot.headOn.predict(bot.lastState, bulletSpeed(PowerBins[i]))
     linPreds[i]  = bot.linear.predict(bot.lastState, bulletSpeed(PowerBins[i]))
@@ -99,6 +102,7 @@ method onScannedBot*(bot: ModularBot, e: ScannedBotEvent) =
     acPreds[i]   = bot.accelGun.predict(bot.lastState, bulletSpeed(PowerBins[i]))
     ssPreds[i]   = bot.stopShot.predict(bot.lastState, bulletSpeed(PowerBins[i]))
     dsPreds[i]   = bot.displace.predict(bot.lastState, bulletSpeed(PowerBins[i]))
+    alPreds[i]   = bot.avgLead.predict(bot.lastState, bulletSpeed(PowerBins[i]))
 
   bot.tracker.spawnBullets(0, headsUp,   bot.lastState)
   bot.tracker.spawnBullets(1, linPreds,  bot.lastState)
@@ -113,6 +117,7 @@ method onScannedBot*(bot: ModularBot, e: ScannedBotEvent) =
   bot.tracker.spawnBullets(8, acPreds,   bot.lastState)
   bot.tracker.spawnBullets(9, ssPreds,   bot.lastState)
   bot.tracker.spawnBullets(10, dsPreds,  bot.lastState)
+  bot.tracker.spawnBullets(11, alPreds,  bot.lastState)
 
   # Resolve bullets that have travelled far enough
   let st = bot.lastState
@@ -134,6 +139,7 @@ method onScannedBot*(bot: ModularBot, e: ScannedBotEvent) =
     of 8: bot.accelGun.onResult(fe)
     of 9: bot.stopShot.onResult(fe)
     of 10: bot.displace.onResult(fe)
+    of 11: bot.avgLead.onResult(fe)
     else: discard
     if fe.hit: inc bot.virtualHits else: inc bot.virtualMiss
     when DebugVBullets:
@@ -161,6 +167,7 @@ method onScannedBot*(bot: ModularBot, e: ScannedBotEvent) =
     of 8: setTurretColor("#FF00FF"); setBulletColor("#FF66FF")  # Accel: magenta
     of 9: setTurretColor("#990000"); setBulletColor("#CC3333")  # StopShot: dark red
     of 10: setTurretColor("#006600"); setBulletColor("#009900") # Displace: dark green
+    of 11: setTurretColor("#996633"); setBulletColor("#CC9966") # AvgLead: brown
     else: discard
 
   let pred = case selectedGun
@@ -174,6 +181,7 @@ method onScannedBot*(bot: ModularBot, e: ScannedBotEvent) =
     of 8: bot.accelGun.predict(bot.lastState, bulletSpeed(power))
     of 9: bot.stopShot.predict(bot.lastState, bulletSpeed(power))
     of 10: bot.displace.predict(bot.lastState, bulletSpeed(power))
+    of 11: bot.avgLead.predict(bot.lastState, bulletSpeed(power))
     else: bot.headOn.predict(bot.lastState, bulletSpeed(power))
   let target = aimAngle(getX(), getY(), pred.x, pred.y)
 
@@ -233,7 +241,7 @@ method run*(bot: ModularBot) =
 
 when isMainModule:
   var bot = ModularBot(
-    tracker:    vb.initTracker(11),  # 0: HeadOn, 1: Linear, 2: Tsetlin, 3: Circular, 4: GuessFactor, 5: Pattern, 6: AntiSurf, 7: WallBounce, 8: Accel, 9: StopShot, 10: Displace
+    tracker:    vb.initTracker(12),  # 0: HeadOn, 1: Linear, 2: Tsetlin, 3: Circular, 4: GuessFactor, 5: Pattern, 6: AntiSurf, 7: WallBounce, 8: Accel, 9: StopShot, 10: Displace, 11: AvgLead
     headOn:     HeadOnGun(),
     linear:     LinearGun(),
     circular:   CircularGun(),
@@ -245,6 +253,7 @@ when isMainModule:
     accelGun:    initAccelGun(),
     stopShot:    initStopShotGun(),
     displace:    initDisplacementGun(),
+    avgLead:     initAveragedLeadGun(),
     radar:      RadarLockModule(),
     mover:      initPhantomMeteor(),
     currentGun: -1,

common_libs/guns/averaged_lead.nim

@@ -0,0 +1,37 @@
+## Averaged-lead gun: mean prediction from linear, circular, and wall-bounce guns.
+## Smooths noise when enemy movement is between analytical models.
+
+import gun_harness/gun_interface
+import guns/linear
+import guns/circular
+import guns/wall_bounce
+
+type AveragedLeadGun* = object
+  linear:     LinearGun
+  circular:   CircularGun
+  wallBounce: WallBounceGun
+  cachedTick: int
+  cachedPred: GunPrediction  # per-tick cache; ponytail: single cache, extend if multi-power needed
+
+proc initAveragedLeadGun*(): AveragedLeadGun =
+  AveragedLeadGun(wallBounce: initWallBounceGun())
+
+proc predict*(g: var AveragedLeadGun, state: WorldState, bulletSpeed: float): GunPrediction =
+  if state.tick == g.cachedTick:
+    return g.cachedPred
+
+  let lp = g.linear.predict(state, bulletSpeed)
+  let cp = g.circular.predict(state, bulletSpeed)
+  let wp = g.wallBounce.predict(state, bulletSpeed)
+
+  var px = (lp.x + cp.x + wp.x) / 3.0
+  var py = (lp.y + cp.y + wp.y) / 3.0
+  px = clamp(px, BotRadius, state.arenaWidth  - BotRadius)
+  py = clamp(py, BotRadius, state.arenaHeight - BotRadius)
+
+  g.cachedTick = state.tick
+  g.cachedPred = GunPrediction(x: px, y: py)
+  g.cachedPred
+
+proc onResult*(g: var AveragedLeadGun, e: FeedbackEvent) =
+  discard  # analytical average — no learning

common_libs/movements/rammer.nim

@@ -0,0 +1,31 @@
+## Rammer movement — drive straight at enemy at max speed.
+## Forward/backward optimization: if enemy is behind, reverse instead of U-turning.
+
+import std/math
+import gun_harness/gun_interface
+import movement_harness/movement_interface
+
+const MaxSpeed* = 8.0
+
+type RammerModule* = object
+  discard
+
+proc initRammer*(): RammerModule = RammerModule()
+
+proc computeMove*(m: var RammerModule, ws: WorldState): MoveCommand =
+  let enemyBearing = arctan2(ws.enemyY - ws.selfY, ws.enemyX - ws.selfX) * (180.0 / PI)
+
+  # Delta from current heading to enemy bearing
+  var delta = enemyBearing - ws.selfHeading
+  while delta >  180.0: delta -= 360.0
+  while delta < -180.0: delta += 360.0
+
+  # If enemy is behind (|delta| > 90°), reverse to avoid U-turn
+  let (speed, turnDelta) =
+    if abs(delta) <= 90.0:
+      (MaxSpeed, delta)
+    else:
+      let backDelta = if delta > 0.0: delta - 180.0 else: delta + 180.0
+      (-MaxSpeed, backDelta)
+
+  (speed: speed, turnRate: turnDelta.clamp(-10.0, 10.0))