diff --git a/__main__.py b/__main__.py
index c55e969..9f1b878 100644
--- a/__main__.py
+++ b/__main__.py
@@ -20,10 +20,10 @@ from scorer import (
 import heapq
 from typing import List, Any, Generator, Dict
 
-SOLUTIONS_TO_EVAL = 1000
+SOLUTIONS_TO_EVAL = 100
 SOLUTIONS_TO_SHOW = 3
 
-PRUNE = 11
+PRUNE = 9
 SOLVE = 7
 
 
diff --git a/moves.yaml b/moves.yaml
index 8962b2b..e276706 100644
--- a/moves.yaml
+++ b/moves.yaml
@@ -65,7 +65,7 @@ finger_tricks:
     grip_post:
       index: B
     grip_pre_blacklist: {}
-    score: 5
+    score: 1001
   - name: "U flick"
     move: "U"
     grip_pre:
@@ -74,7 +74,7 @@ finger_tricks:
       # TODO: rethink this parameter
       index: LB
     grip_pre_blacklist: {}
-    score: 4
+    score: 1001
   - name: "U' push"
     move: "U'"
     grip_pre:
@@ -82,7 +82,7 @@ finger_tricks:
     grip_post:
       index: F
     grip_pre_blacklist: {}
-    score: 5
+    score: 1000
   - name: "U' flick"
     move: "U'"
     grip_pre:
@@ -90,7 +90,7 @@ finger_tricks:
     grip_post:
       index: LF
     grip_pre_blacklist: {}
-    score: 3
+    score: 1000
   - name: "U2' feido"
     move: "U2"
     grip_pre:
@@ -98,7 +98,7 @@ finger_tricks:
     grip_post:
       index: F
     grip_pre_blacklist: {}
-    score: 5
+    score: 1002
   - name: "U2 double flick"
     move: "U2"
     grip_pre:
@@ -106,7 +106,7 @@ finger_tricks:
     grip_post:
       index: LF
     grip_pre_blacklist: {}
-    score: 6
+    score: 1002
   - name: "U2' double flick"
     move: "U2"
     grip_pre:
@@ -114,7 +114,7 @@ finger_tricks:
     grip_post:
       index: BL
     grip_pre_blacklist: {}
-    score: 9
+    score: 1002
   - name: "U2 beido"
     move: "U2"
     grip_pre:
@@ -122,7 +122,7 @@ finger_tricks:
     grip_post:
       index: B
     grip_pre_blacklist: {}
-    score: 5
+    score: 1002
   - name: "M' ring flick"
     move: "M'"
     grip_pre:
@@ -130,7 +130,7 @@ finger_tricks:
     grip_post:
       ring: DF
     grip_pre_blacklist: {}
-    score: 3
+    score: 1000
   - name: "M' pinky flick"
     move: "M'"
     # I can't do M' after finishing beido
@@ -142,7 +142,7 @@ finger_tricks:
       index:
         - BL
         - UF
-    score: 6
+    score: 1000
   - name: "M push"
     move: "M"
     grip_pre:
@@ -150,7 +150,7 @@ finger_tricks:
     grip_post:
       pinky: DB
     grip_pre_blacklist: {}
-    score: 5
+    score: 1001
   - name: "M index push"
     move: "M"
     grip_pre:
@@ -158,7 +158,7 @@ finger_tricks:
     grip_post:
       index: UF
     grip_pre_blacklist: {}
-    score: 6
+    score: 1001
   - name: "M2 double flick"
     move: "M2"
     grip_pre:
@@ -168,4 +168,4 @@ finger_tricks:
       pinky: F floating
       ring: DB
     grip_pre_blacklist: {}
-    score: 7
+    score: 1002
diff --git a/roux_7_movers.txt b/roux_7_movers.txt
new file mode 100644
index 0000000..607f7ad
--- /dev/null
+++ b/roux_7_movers.txt
@@ -0,0 +1,149 @@
+U' M U' M' U' M' U' M' U' M2
+M' U' M' U M U2 M U'
+U M' U2 M U M' U M U'
+M' U' M' U' M U2 M U'
+U' M' U2 M U' M' U' M U'
+M' U' M' U' M' U2 M U M2
+M' U' M' U2 M' U2 M U M2
+M' U' M U2 M' U2 M' U' M2
+M' U' M' U' M U2 M' U' M2
+M' U' M' U' M' U2 M' U
+M' U' M' U2 M U2 M' U M2
+U M U M' U M' U M U'
+M' U' M' U2 M' U2 M' U'
+U' M U' M' U' M' U' M U
+M' U' M' U M' U2 M' U
+M' U' M' U M U2 M' U' M2
+M' U' M U' M' U2 M' U' M2
+M' U' M U' M U2 M' U
+M' U' M U M' U2 M U
+U' M U' M' U' M' U M' U' M2
+M' U' M U' M U2 M U' M2
+M' U' M U' M' U2 M U
+U' M' U2 M U' M' U M' U' M2
+M' U' M U M U2 M' U
+M' U' M U M' U2 M' U' M2
+M' U M' U2 M' U2 M U' M2
+U M' U M' U' M' U' M' U'
+U2 M U' M U M' U2 M' U
+U2 M U' M' U2 M' U2 M U'
+U2 M U M' U2 M' U2 M U'
+U M' U2 M' U M' U M U' M2
+U2 M U' M U' M' U2 M' U
+U' M' U2 M' U' M' U' M U' M2
+U2 M U' M U' M U2 M' U' M2
+U2 M U' M U' M' U2 M U M2
+U' M' U2 M' U' M' U M'
+U2 M U' M' U2 M U2 M' U'
+U' M' U M U M U M' U
+U2 M U M' U2 M' U2 M' U' M2
+U M' U' M U' M U' M' U'
+U M' U M' U' M' U' M U' M2
+U2 M U M' U M U2 M' U'
+U2 M U' M' U' M U2 M U M2
+U2 M U' M' U' M' U2 M U'
+U2 M U' M' U M U2 M' U'
+U' M' U' M' U M' U M U' M2
+U2 M U' M' U' M U2 M' U'
+U M' U' M U' M U M'
+U2 M U' M' U M U2 M U' M2
+U2 M U' M' U M' U2 M U
+U2 M U' M U M' U2 M U' M2
+M' U2 M U2 M' U' M' M2
+M' U2 M' U2 M' U' M' U2
+U M' U2 M' U2 M' U' M U M2
+U M' U2 M' U2 M' U M U' M2
+M U' M U' M' U' M U' M2
+M' U' M U' M' U M U
+M U' M U' M' U M U' M2
+M' U' M U' M' U' M' U' M2
+M' U M U M' U M' U' M2
+M' U M U M' U' M' U2 M2
+M U' M U' M' U M' U'
+U M U' M' U2 M' U M U
+M' U' M U' M' U' M U
+U M U' M U2 M' U M' U
+M U M U M' U' M' U2
+M' U' M U' M' U M' U' M2
+M U M U M' U M' U
+M U' M U' M' U' M' U
+U M U' M' U2 M' U M' U2 M2
+U M U' M' U2 M' U' M' U' M2
+M' U M U M' U M U
+U' M U M' U2 M' U M U'
+U2 M' U' M' U' M U' M' U M2
+U' M' U' M' U2 M U' M' U M2
+U M' U M' U2 M U M' U M2
+U2 M U' M' U' M U M' U'
+U2 M' U' M' U' M U M' U M2
+U2 M U M' U M U' M'
+U2 M' U' M' U' M U M U
+U' M' U' M U2 M U M' U'
+U' M' U' M' U2 M U M U'
+U2 M' U M' U M U' M' M2
+U2 M U' M' U' M U M U M2
+U2 M U' M' U' M U' M' U'
+U2 M' U M' U M U M U'
+U' M' U' M' U2 M U M' U2 M2
+U2 M' U' M' U' M U' M U'
+U2 M' U M' U M U' M U
+U2 M U M' U M U' M U M2
+U M' U M U2 M U M' U
+U2 M U M' U M U M' U'
+U' M2 U' M U' M2 U M' U2
+U' M2 U' M U2 M2 U M' U2
+M' U' M' U' M' U M'
+U2 M' U2 M' U' M U M U
+M' U M U' M U' M' U'
+U M' U2 M' U M U M' M2
+U2 M U M' U' M' U' M U
+U' M' U M' U M' U' M' U
+U' M' U2 M U' M U' M' U'
+M' U' M' U' M' U' M' U'
+U M' U2 M' U M U' M U'
+U2 M' U2 M' U' M U M' M2
+U' M' U' M U M U M' U'
+U M U' M' U M' U M U
+U2 M' U2 M' U' M U' M' U M2
+M' U2 M U M U M' U
+U M' U2 M' U M U' M' M2
+M' U' M' U' M' U' M U' M2
+U M U M U M U M' U' M2
+U2 M U' M U' M U' M' U' M2
+U' M' U M' U M' U M U' M2
+U' M' U M' U2 M' U M' U
+U M U M' U2 M U' M' U
+M' U' M' U2 M' U M' U
+U' M' U M U2 M' U M' U2 M2
+M' U' M' U2 M' U' M' U
+U2 M U' M' U2 M U M' U
+U2 M U' M' U2 M U M U M2
+M' U' M U2 M' U M' U' M2
+U M U M U2 M U M' U' M2
+U' M' U M' U2 M' U M U M2
+U M U M' U2 M U M U' M2
+M' U' M' U2 M' U M U M2
+U2 M U' M U2 M U M' U M2
+U' M U2 M' U2 M' U' M' U' M2
+U' M' U2 M' U2 M U M U'
+U M' U2 M' U2 M U' M' U M2
+U2 M' U M U' M' U' M U'
+M' U' M U M' U' M U
+M' U M U' M' U M U
+U2 M U' M' U M U M U M2
+U2 M U M' U' M U' M U M2
+M' U' M U M' U M' U' M2
+M' U M U' M' U' M' U' M2
+M' U' M U M' U M U
+U2 M' U' M U M' U' M' U2 M2
+M U M' U' M U M U M2
+M U' M' U M U' M'
+U2 M U M' U' M U' M'
+U M' U' M' U M U' M' M2
+U2 M' U M' U' M U' M' U2 M2
+U M' U' M' U M U M
+U2 M U' M U M' U M' U
+U2 M U M U' M' U' M' U
+U' M U M U' M' U' M U M2
+M' U M' U' M U' M U'
+U2
diff --git a/roux_trainer.py b/roux_trainer.py
new file mode 100644
index 0000000..2955b84
--- /dev/null
+++ b/roux_trainer.py
@@ -0,0 +1,24 @@
+import json
+
+
+def main():
+    with open("./output.json") as f:
+        data = json.loads(f.read())
+    covered_cases = set()
+    for case, scrambles in data.items():
+        if not scrambles:
+            continue
+        scramble = scrambles[0]
+        if scramble["raw_alg"] in covered_cases:
+            continue
+        if scramble["stm"] != 7:
+            continue
+        if case.startswith("Solved"):
+            continue
+        print(scramble["alg"])
+        covered_cases.add(scramble["raw_alg"])
+    print("U2")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/solver.py b/solver.py
index 7f8937f..ab0aba2 100644
--- a/solver.py
+++ b/solver.py
@@ -56,11 +56,16 @@ def create_eolrb_prune_table(prune_depth: int):
 
     generator = lse_brute_force_generator(prune_depth)
 
+    pruned = 0
+
     # TODO: for every solved state (pre auf), we can apply the generator's moves and save to prune table?
     for alg in generator:
         cube.reset()
         cube.alg(" ".join(alg))
         prune_table[cube.eolrb_hash()].append(reverse_algorithm(alg))
+        pruned += 1
+        if pruned % 1000 == 0:
+            print(pruned)
 
     return prune_table
 
diff --git a/weighted_moves.yaml b/weighted_moves.yaml
new file mode 100644
index 0000000..8962b2b
--- /dev/null
+++ b/weighted_moves.yaml
@@ -0,0 +1,171 @@
+fingers:
+  - name: index
+    default_score: 1
+    home_grips:
+      - BL
+      - LB
+    # TODO: change to grip_set
+    grips:
+      side:
+        - B
+        - BL
+        - LB
+        - LF
+        - FL
+        - F
+      top:
+        - UF
+    regrips:
+      - start: UF
+        end: BL
+        score: 3
+        # TODO: this doesn't need to be here
+        finger: index
+      - start: UF
+        end: LB
+        score: 3
+        # TODO: this doesn't need to be here
+        finger: index
+  - name: ring
+    default_score: 1
+    home_grips:
+      - B
+      - DB
+    grips:
+      slice:
+        - B
+        - DB
+        - DF
+        - F
+    regrips: []
+  - name: pinky
+    default_score: 1
+    home_grips:
+      - DB
+      - DF
+    grips:
+      slice:
+        - B
+        - DB
+        - DF
+        - F
+        - F floating
+    regrips:
+      - start: F floating
+        end: F
+        score: 2
+        # F floating is hard
+        # TODO: this doesn't need to be here
+        finger: pinky
+finger_tricks:
+  - name: "U push"
+    move: "U"
+    grip_pre:
+      index: LB
+    grip_post:
+      index: B
+    grip_pre_blacklist: {}
+    score: 5
+  - name: "U flick"
+    move: "U"
+    grip_pre:
+      index: F
+    grip_post:
+      # TODO: rethink this parameter
+      index: LB
+    grip_pre_blacklist: {}
+    score: 4
+  - name: "U' push"
+    move: "U'"
+    grip_pre:
+      index: LF
+    grip_post:
+      index: F
+    grip_pre_blacklist: {}
+    score: 5
+  - name: "U' flick"
+    move: "U'"
+    grip_pre:
+      index: BL
+    grip_post:
+      index: LF
+    grip_pre_blacklist: {}
+    score: 3
+  - name: "U2' feido"
+    move: "U2"
+    grip_pre:
+      index: BL
+    grip_post:
+      index: F
+    grip_pre_blacklist: {}
+    score: 5
+  - name: "U2 double flick"
+    move: "U2"
+    grip_pre:
+      index: BL
+    grip_post:
+      index: LF
+    grip_pre_blacklist: {}
+    score: 6
+  - name: "U2' double flick"
+    move: "U2"
+    grip_pre:
+      index: F
+    grip_post:
+      index: BL
+    grip_pre_blacklist: {}
+    score: 9
+  - name: "U2 beido"
+    move: "U2"
+    grip_pre:
+      index: F
+    grip_post:
+      index: B
+    grip_pre_blacklist: {}
+    score: 5
+  - name: "M' ring flick"
+    move: "M'"
+    grip_pre:
+      ring: B
+    grip_post:
+      ring: DF
+    grip_pre_blacklist: {}
+    score: 3
+  - name: "M' pinky flick"
+    move: "M'"
+    # I can't do M' after finishing beido
+    grip_pre:
+      pinky: B
+    grip_post:
+      pinky: F floating
+    grip_pre_blacklist:
+      index:
+        - BL
+        - UF
+    score: 6
+  - name: "M push"
+    move: "M"
+    grip_pre:
+      pinky: F
+    grip_post:
+      pinky: DB
+    grip_pre_blacklist: {}
+    score: 5
+  - name: "M index push"
+    move: "M"
+    grip_pre:
+      index: B
+    grip_post:
+      index: UF
+    grip_pre_blacklist: {}
+    score: 6
+  - name: "M2 double flick"
+    move: "M2"
+    grip_pre:
+      pinky: B
+      ring: B
+    grip_post:
+      pinky: F floating
+      ring: DB
+    grip_pre_blacklist: {}
+    score: 7