Switch Space to custom replay app

Dockerfile

@@ -2,23 +2,20 @@ FROM python:3.11-slim
 
 WORKDIR /app
 
-# Install system dependencies
 RUN apt-get update && apt-get install -y --no-install-recommends \
     curl \
   && rm -rf /var/lib/apt/lists/*
 
-# Copy only what the Space needs
 COPY space_app.py .
+COPY static/ ./static/
 COPY battle_logs/ ./battle_logs/
 COPY requirements_space.txt .
 
-# Install Python dependencies
 RUN pip install --no-cache-dir -r requirements_space.txt
 
-# Healthcheck against the Gradio app
 HEALTHCHECK --interval=30s --timeout=5s --start-period=15s --retries=3 \
   CMD curl -f http://localhost:7860/ || exit 1
 
 EXPOSE 7860
 
-CMD ["python", "space_app.py"]
+CMD ["uvicorn", "space_app:app", "--host", "0.0.0.0", "--port", "7860"]

battle_logs/example_battle.json

@@ -1,229 +0,0 @@
-{
-  "model": "Qwen/Qwen3-4B-Instruct-2507 + LoRA grpo-qwen3-4b-run3",
-  "format": "gen4randombattle",
-  "outcome": "won",
-  "total_reward": 4.7,
-  "total_turns": 12,
-  "turns": [
-    {
-      "turn": 1,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Infernape\n- HP: 100.0%\n- Status: Healthy\n- Ability: Blaze\n- Item: Life Orb\n- Stat Modifiers: None\n### Active Opponent\n- Name: Swampert\n- HP: 100.0%\n- Status: Healthy\n- Speed Range: 112-243\n\n## Part B: Full Self Roster\n- Infernape HP:100% OK Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:100% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 100.0% | Status: Healthy",
-      "valid_actions": [
-        {"action": "move", "choice": "closecombat"},
-        {"action": "move", "choice": "flamethrower"},
-        {"action": "move", "choice": "grassknot"},
-        {"action": "move", "choice": "machpunch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "grassknot"},
-      "reward": 1.95,
-      "cumulative_reward": 1.95,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 2,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Infernape\n- HP: 90.0%\n- Status: Healthy\n- Ability: Blaze\n- Item: Life Orb\n- Stat Modifiers: None\n### Active Opponent\n- Name: Swampert\n- HP: 32.0%\n- Status: Healthy\n- Speed Range: 112-243\n\n## Part B: Full Self Roster\n- Infernape HP:90% OK Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:100% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 32.0% | Status: Healthy\n  - Revealed moves: earthquake",
-      "valid_actions": [
-        {"action": "move", "choice": "closecombat"},
-        {"action": "move", "choice": "flamethrower"},
-        {"action": "move", "choice": "grassknot"},
-        {"action": "move", "choice": "machpunch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "grassknot"},
-      "reward": 3.15,
-      "cumulative_reward": 5.1,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 3,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Infernape\n- HP: 80.0%\n- Status: Healthy\n- Ability: Blaze\n- Item: Life Orb\n- Stat Modifiers: None\n### Active Opponent\n- Name: Gengar\n- HP: 100.0%\n- Status: Healthy\n- Speed Range: 178-350\n\n## Part B: Full Self Roster\n- Infernape HP:80% OK Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:100% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 100.0% | Status: Healthy",
-      "valid_actions": [
-        {"action": "move", "choice": "closecombat"},
-        {"action": "move", "choice": "flamethrower"},
-        {"action": "move", "choice": "grassknot"},
-        {"action": "move", "choice": "machpunch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "flamethrower"},
-      "reward": 0.85,
-      "cumulative_reward": 5.95,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 4,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Infernape\n- HP: 45.0%\n- Status: Healthy\n- Ability: Blaze\n- Item: Life Orb\n- Stat Modifiers: None\n### Active Opponent\n- Name: Gengar\n- HP: 55.0%\n- Status: Healthy\n- Speed Range: 178-350\n\n## Part B: Full Self Roster\n- Infernape HP:45% OK Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:100% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 55.0% | Status: Healthy\n  - Revealed moves: shadowball",
-      "valid_actions": [
-        {"action": "move", "choice": "closecombat"},
-        {"action": "move", "choice": "flamethrower"},
-        {"action": "move", "choice": "grassknot"},
-        {"action": "move", "choice": "machpunch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "machpunch"},
-      "reward": -0.55,
-      "cumulative_reward": 5.4,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 5,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Jolteon\n- HP: 100.0%\n- Status: Healthy\n- Ability: Volt Absorb\n- Item: Choice Specs\n- Stat Modifiers: None\n### Active Opponent\n- Name: Gengar\n- HP: 55.0%\n- Status: Healthy\n- Speed Range: 178-350\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:100% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 55.0% | Status: Healthy\n  - Revealed moves: shadowball, focusblast",
-      "valid_actions": [
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "shadowball"},
-        {"action": "move", "choice": "hiddenpowerice"},
-        {"action": "move", "choice": "voltswitch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "shadowball"},
-      "reward": 2.5,
-      "cumulative_reward": 7.9,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 6,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Jolteon\n- HP: 100.0%\n- Status: Healthy\n- Ability: Volt Absorb\n- Item: Choice Specs\n- Stat Modifiers: None\n### Active Opponent\n- Name: Skarmory\n- HP: 100.0%\n- Status: Healthy\n- Speed Range: 130-262\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:100% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 100.0% | Status: Healthy",
-      "valid_actions": [
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "shadowball"},
-        {"action": "move", "choice": "hiddenpowerice"},
-        {"action": "move", "choice": "voltswitch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "thunderbolt"},
-      "reward": 1.45,
-      "cumulative_reward": 9.35,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 7,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Jolteon\n- HP: 85.0%\n- Status: Healthy\n- Ability: Volt Absorb\n- Item: Choice Specs\n- Stat Modifiers: None\n### Active Opponent\n- Name: Skarmory\n- HP: 42.0%\n- Status: Healthy\n- Speed Range: 130-262\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:85% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 42.0% | Status: Healthy\n  - Revealed moves: bravebird, roost",
-      "valid_actions": [
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "shadowball"},
-        {"action": "move", "choice": "hiddenpowerice"},
-        {"action": "move", "choice": "voltswitch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "thunderbolt"},
-      "reward": 1.3,
-      "cumulative_reward": 10.65,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 8,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Jolteon\n- HP: 70.0%\n- Status: Healthy\n- Ability: Volt Absorb\n- Item: Choice Specs\n- Stat Modifiers: None\n### Active Opponent\n- Name: Flygon\n- HP: 100.0%\n- Status: Healthy\n- Speed Range: 152-299\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:100% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:70% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 0.0% | Status: fnt\n  - Revealed moves: bravebird, roost\n- Flygon | Last HP: 100.0% | Status: Healthy",
-      "valid_actions": [
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "shadowball"},
-        {"action": "move", "choice": "hiddenpowerice"},
-        {"action": "move", "choice": "voltswitch"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "switch", "choice": "Starmie"},
-      "reward": -0.55,
-      "cumulative_reward": 10.1,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 9,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Starmie\n- HP: 78.0%\n- Status: Healthy\n- Ability: Natural Cure\n- Item: Leftovers\n- Stat Modifiers: None\n### Active Opponent\n- Name: Flygon\n- HP: 100.0%\n- Status: Healthy\n- Speed Range: 152-299\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:78% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:70% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 0.0% | Status: fnt\n  - Revealed moves: bravebird, roost\n- Flygon | Last HP: 100.0% | Status: Healthy\n  - Revealed moves: earthquake, outrage",
-      "valid_actions": [
-        {"action": "move", "choice": "surf"},
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "icebeam"},
-        {"action": "move", "choice": "recover"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "icebeam"},
-      "reward": 3.45,
-      "cumulative_reward": 13.55,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 10,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Starmie\n- HP: 78.0%\n- Status: Healthy\n- Ability: Natural Cure\n- Item: Leftovers\n- Stat Modifiers: None\n### Active Opponent\n- Name: Roserade\n- HP: 100.0%\n- Status: Healthy\n- Speed Range: 156-306\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:78% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:70% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 0.0% | Status: fnt\n  - Revealed moves: bravebird, roost\n- Flygon | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake, outrage\n- Roserade | Last HP: 100.0% | Status: Healthy",
-      "valid_actions": [
-        {"action": "move", "choice": "surf"},
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "icebeam"},
-        {"action": "move", "choice": "recover"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "icebeam"},
-      "reward": 0.85,
-      "cumulative_reward": 14.4,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 11,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Starmie\n- HP: 50.0%\n- Status: psn\n- Ability: Natural Cure\n- Item: Leftovers\n- Stat Modifiers: None\n### Active Opponent\n- Name: Roserade\n- HP: 45.0%\n- Status: Healthy\n- Speed Range: 156-306\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:50% psn Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:100% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:70% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 0.0% | Status: fnt\n  - Revealed moves: bravebird, roost\n- Flygon | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake, outrage\n- Roserade | Last HP: 45.0% | Status: Healthy\n  - Revealed moves: toxicspikes, energyball",
-      "valid_actions": [
-        {"action": "move", "choice": "surf"},
-        {"action": "move", "choice": "thunderbolt"},
-        {"action": "move", "choice": "icebeam"},
-        {"action": "move", "choice": "recover"},
-        {"action": "switch", "choice": "Togekiss"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "switch", "choice": "Togekiss"},
-      "reward": -0.55,
-      "cumulative_reward": 13.85,
-      "action_was_illegal": false
-    },
-    {
-      "turn": 12,
-      "state_markdown": "## Part A: Active Field\n### Active Self\n- Name: Togekiss\n- HP: 75.0%\n- Status: Healthy\n- Ability: Serene Grace\n- Item: Choice Scarf\n- Stat Modifiers: None\n### Active Opponent\n- Name: Roserade\n- HP: 45.0%\n- Status: Healthy\n- Speed Range: 156-306\n\n## Part B: Full Self Roster\n- Infernape HP:0% fnt Item:Life Orb\n  Moves: closecombat(F120) | flamethrower(F90) | grassknot(G0) | machpunch(F40)\n- Starmie HP:50% OK Item:Leftovers\n  Moves: surf(W90) | thunderbolt(E90) | icebeam(I90) | recover(N0)\n- Togekiss HP:75% OK Item:Choice Scarf\n  Moves: airslash(F75) | aurasphere(F80) | trick(N0) | roost(F0)\n- Hippowdon HP:100% OK Item:Leftovers\n  Moves: earthquake(G100) | stealthrock(R0) | slackoff(N0) | toxic(P0)\n- Jolteon HP:70% OK Item:Choice Specs\n  Moves: thunderbolt(E90) | shadowball(G80) | hiddenpowerice(I60) | voltswitch(E70)\n- Heracross HP:100% OK Item:Choice Band\n  Moves: closecombat(F120) | megahorn(B120) | stoneedge(R100) | nightslash(D70)\n\n## Part C: Opponent History\n- Swampert | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake\n- Gengar | Last HP: 0.0% | Status: fnt\n  - Revealed moves: shadowball, focusblast\n- Skarmory | Last HP: 0.0% | Status: fnt\n  - Revealed moves: bravebird, roost\n- Flygon | Last HP: 0.0% | Status: fnt\n  - Revealed moves: earthquake, outrage\n- Roserade | Last HP: 45.0% | Status: Healthy\n  - Revealed moves: toxicspikes, energyball, sludgebomb",
-      "valid_actions": [
-        {"action": "move", "choice": "airslash"},
-        {"action": "move", "choice": "aurasphere"},
-        {"action": "move", "choice": "trick"},
-        {"action": "move", "choice": "roost"},
-        {"action": "switch", "choice": "Starmie"},
-        {"action": "switch", "choice": "Hippowdon"},
-        {"action": "switch", "choice": "Jolteon"},
-        {"action": "switch", "choice": "Heracross"}
-      ],
-      "chosen_action": {"action": "move", "choice": "airslash"},
-      "reward": 3.45,
-      "cumulative_reward": 17.3,
-      "action_was_illegal": false
-    }
-  ]
-}

battle_logs/replay_battle.json

@@ -0,0 +1,3566 @@
+{
+  "meta": {
+    "title": "OpenEnv-WolfeClick Replay",
+    "model": "Qwen/Qwen3-4B-Instruct-2507 + LoRA grpo-qwen3-4b-run3",
+    "format": "gen4randombattle",
+    "outcome": "won",
+    "natural_finish": true,
+    "final_reason": "battle_finished",
+    "battle_tag": "battle-gen4randombattle-12",
+    "room_path": "/battle-gen4randombattle-12",
+    "total_turns": 46,
+    "total_reward": 4.4258
+  },
+  "teams": {
+    "player": [
+      {
+        "name": "xatu"
+      },
+      {
+        "name": "gorebyss"
+      },
+      {
+        "name": "corsola"
+      },
+      {
+        "name": "tangrowth"
+      },
+      {
+        "name": "aggron"
+      },
+      {
+        "name": "ambipom"
+      }
+    ],
+    "opponent": [
+      {
+        "name": "vigoroth"
+      },
+      {
+        "name": "gorebyss"
+      },
+      {
+        "name": "dialga"
+      },
+      {
+        "name": "wailord"
+      },
+      {
+        "name": "ninetales"
+      },
+      {
+        "name": "salamence"
+      }
+    ]
+  },
+  "turns": [
+    {
+      "turn": 1,
+      "battle_turn": 1,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "vigoroth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "grassknot"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Earthquake",
+        "source": "p2a: Vigoroth",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "vigoroth",
+        "hp": 79.0,
+        "status": "Healthy"
+      },
+      "reward": 2.05,
+      "cumulative_reward": 2.05,
+      "commentary": [
+        "p1a: Xatu used Grass Knot on p2a: Vigoroth.",
+        "p2a: Vigoroth dropped to 79/100 HP.",
+        "p2a: Vigoroth used Earthquake on p1a: Xatu.",
+        "The target was immune."
+      ],
+      "showdown_events": [
+        "move | p1a: Xatu | Grass Knot | p2a: Vigoroth",
+        "-damage | p2a: Vigoroth | 79/100",
+        "move | p2a: Vigoroth | Earthquake | p1a: Xatu",
+        "-immune | p1a: Xatu",
+        "upkeep",
+        "turn | 2"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "move",
+          "choice": "psychic"
+        },
+        {
+          "action": "move",
+          "choice": "trick"
+        },
+        {
+          "action": "move",
+          "choice": "heatwave"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "tangrowth"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        }
+      ]
+    },
+    {
+      "turn": 2,
+      "battle_turn": 2,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "vigoroth",
+        "hp": 79.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "grassknot"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Gorebyss",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 74.0,
+        "status": "Healthy"
+      },
+      "reward": 0.2,
+      "cumulative_reward": 2.25,
+      "commentary": [
+        "p2a: Gorebyss switched to Gorebyss, L88, M (100/100).",
+        "p1a: Xatu used Grass Knot on p2a: Gorebyss.",
+        "It was super effective.",
+        "p2a: Gorebyss dropped to 74/100 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Gorebyss | Gorebyss, L88, M | 100/100",
+        "move | p1a: Xatu | Grass Knot | p2a: Gorebyss",
+        "-supereffective | p2a: Gorebyss",
+        "-damage | p2a: Gorebyss | 74/100",
+        "upkeep",
+        "turn | 3"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "tangrowth"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        }
+      ]
+    },
+    {
+      "turn": 3,
+      "battle_turn": 3,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 74.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "gorebyss"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Hidden Power",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "gorebyss",
+        "hp": 23.3,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 64.0,
+        "status": "Healthy"
+      },
+      "reward": -0.7,
+      "cumulative_reward": 1.55,
+      "commentary": [
+        "p1a: Gorebyss switched to Gorebyss, L88, M (240/240).",
+        "p2a: Gorebyss used Hidden Power on p1a: Gorebyss.",
+        "It was super effective.",
+        "p1a: Gorebyss dropped to 56/240 HP.",
+        "p2a: Gorebyss dropped to 64/100 | [from] item: Life Orb HP."
+      ],
+      "showdown_events": [
+        "switch | p1a: Gorebyss | Gorebyss, L88, M | 240/240",
+        "move | p2a: Gorebyss | Hidden Power | p1a: Gorebyss",
+        "-supereffective | p1a: Gorebyss",
+        "-damage | p1a: Gorebyss | 56/240",
+        "-damage | p2a: Gorebyss | 64/100 | [from] item: Life Orb",
+        "upkeep",
+        "turn | 4"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "tangrowth"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        }
+      ]
+    },
+    {
+      "turn": 4,
+      "battle_turn": 4,
+      "player_active_before": {
+        "name": "gorebyss",
+        "hp": 23.3,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 64.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "corsola"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Ice Beam",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 87.2,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 54.0,
+        "status": "Healthy"
+      },
+      "reward": 0.2375,
+      "cumulative_reward": 1.7875,
+      "commentary": [
+        "p1a: Corsola switched to Corsola, L98, M (266/266).",
+        "p2a: Gorebyss used Ice Beam on p1a: Corsola.",
+        "It was resisted.",
+        "p1a: Corsola dropped to 216/266 HP.",
+        "p2a: Gorebyss dropped to 54/100 | [from] item: Life Orb HP.",
+        "p1a: Corsola recovered to 232/266 | [from] item: Leftovers HP."
+      ],
+      "showdown_events": [
+        "switch | p1a: Corsola | Corsola, L98, M | 266/266",
+        "move | p2a: Gorebyss | Ice Beam | p1a: Corsola",
+        "-resisted | p1a: Corsola",
+        "-damage | p1a: Corsola | 216/266",
+        "-damage | p2a: Gorebyss | 54/100 | [from] item: Life Orb",
+        "-heal | p1a: Corsola | 232/266 | [from] item: Leftovers",
+        "upkeep",
+        "turn | 5"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "raindance"
+        },
+        {
+          "action": "move",
+          "choice": "hiddenpowergrass"
+        },
+        {
+          "action": "move",
+          "choice": "icebeam"
+        },
+        {
+          "action": "move",
+          "choice": "hydropump"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "tangrowth"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        }
+      ]
+    },
+    {
+      "turn": 5,
+      "battle_turn": 5,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 87.2,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 54.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "tangrowth"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Dialga",
+        "source": "p2a: Dialga",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "dialga",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 1.7375,
+      "commentary": [
+        "p2a: Dialga switched to Dialga, L70 (100/100).",
+        "p1a: Tangrowth switched to Tangrowth, L89, F (323/323)."
+      ],
+      "showdown_events": [
+        "switch | p2a: Dialga | Dialga, L70 | 100/100",
+        "-ability | p2a: Dialga | Pressure",
+        "switch | p1a: Tangrowth | Tangrowth, L89, F | 323/323",
+        "upkeep",
+        "turn | 6"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "tangrowth"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 6,
+      "battle_turn": 6,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "dialga",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Rest",
+        "source": "p2a: Dialga",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "vigoroth",
+        "hp": 79.0,
+        "status": "Healthy"
+      },
+      "reward": 6.2833,
+      "cumulative_reward": 8.0208,
+      "commentary": [
+        "p2a: Dialga used Rest on p2a: Dialga.",
+        "p1a: Tangrowth used Earthquake on p2a: Dialga.",
+        "It was super effective.",
+        "p2a: Dialga dropped to 0 fnt HP.",
+        "p2a: Dialga fainted.",
+        "p2a: Vigoroth switched to Vigoroth, L89, M (79/100)."
+      ],
+      "showdown_events": [
+        "move | p2a: Dialga | Rest | p2a: Dialga",
+        "-fail | p2a: Dialga | heal",
+        "move | p1a: Tangrowth | Earthquake | p2a: Dialga",
+        "-supereffective | p2a: Dialga",
+        "-crit | p2a: Dialga",
+        "-damage | p2a: Dialga | 0 fnt",
+        "faint | p2a: Dialga",
+        "upkeep",
+        "switch | p2a: Vigoroth | Vigoroth, L89, M | 79/100",
+        "turn | 7"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 7,
+      "battle_turn": 7,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "vigoroth",
+        "hp": 79.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Wailord",
+        "source": "p2a: Wailord",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "wailord",
+        "hp": 73.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 7.9708,
+      "commentary": [
+        "p2a: Wailord switched to Wailord, L88, M (100/100).",
+        "p1a: Tangrowth used Earthquake on p2a: Wailord.",
+        "p2a: Wailord dropped to 73/100 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Wailord | Wailord, L88, M | 100/100",
+        "move | p1a: Tangrowth | Earthquake | p2a: Wailord",
+        "-damage | p2a: Wailord | 73/100",
+        "upkeep",
+        "turn | 8"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 8,
+      "battle_turn": 8,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "wailord",
+        "hp": 73.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Ninetales",
+        "source": "p2a: Ninetales",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "ninetales",
+        "hp": 36.0,
+        "status": "Healthy"
+      },
+      "reward": 0.26,
+      "cumulative_reward": 8.2308,
+      "commentary": [
+        "p2a: Ninetales switched to Ninetales, L85, F (100/100).",
+        "p1a: Tangrowth used Earthquake on p2a: Ninetales.",
+        "It was super effective.",
+        "p2a: Ninetales dropped to 36/100 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Ninetales | Ninetales, L85, F | 100/100",
+        "move | p1a: Tangrowth | Earthquake | p2a: Ninetales",
+        "-supereffective | p2a: Ninetales",
+        "-damage | p2a: Ninetales | 36/100",
+        "upkeep",
+        "turn | 9"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 9,
+      "battle_turn": 9,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "ninetales",
+        "hp": 36.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Hypnosis",
+        "source": "p2a: Ninetales",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "vigoroth",
+        "hp": 79.0,
+        "status": "Healthy"
+      },
+      "reward": 3.67,
+      "cumulative_reward": 11.9008,
+      "commentary": [
+        "p2a: Ninetales used Hypnosis on p1a: Tangrowth | [miss].",
+        "p1a: Tangrowth used Earthquake on p2a: Ninetales.",
+        "It was super effective.",
+        "p2a: Ninetales dropped to 0 fnt HP.",
+        "p2a: Ninetales fainted.",
+        "p2a: Vigoroth switched to Vigoroth, L89, M (79/100)."
+      ],
+      "showdown_events": [
+        "move | p2a: Ninetales | Hypnosis | p1a: Tangrowth | [miss]",
+        "-miss | p2a: Ninetales | p1a: Tangrowth",
+        "move | p1a: Tangrowth | Earthquake | p2a: Ninetales",
+        "-supereffective | p2a: Ninetales",
+        "-damage | p2a: Ninetales | 0 fnt",
+        "faint | p2a: Ninetales",
+        "upkeep",
+        "switch | p2a: Vigoroth | Vigoroth, L89, M | 79/100",
+        "turn | 10"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 10,
+      "battle_turn": 10,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "vigoroth",
+        "hp": 79.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Gorebyss",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 26.0,
+        "status": "Healthy"
+      },
+      "reward": 0.51,
+      "cumulative_reward": 12.4108,
+      "commentary": [
+        "p2a: Gorebyss switched to Gorebyss, L88, M (54/100).",
+        "p1a: Tangrowth used Earthquake on p2a: Gorebyss.",
+        "p2a: Gorebyss dropped to 26/100 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Gorebyss | Gorebyss, L88, M | 54/100",
+        "move | p1a: Tangrowth | Earthquake | p2a: Gorebyss",
+        "-damage | p2a: Gorebyss | 26/100",
+        "upkeep",
+        "turn | 11"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 11,
+      "battle_turn": 11,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 26.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Wailord",
+        "source": "p2a: Wailord",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "wailord",
+        "hp": 46.0,
+        "status": "Healthy"
+      },
+      "reward": 0.49,
+      "cumulative_reward": 12.9008,
+      "commentary": [
+        "p2a: Wailord switched to Wailord, L88, M (73/100).",
+        "p1a: Tangrowth used Earthquake on p2a: Wailord.",
+        "p2a: Wailord dropped to 46/100 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Wailord | Wailord, L88, M | 73/100",
+        "move | p1a: Tangrowth | Earthquake | p2a: Wailord",
+        "-damage | p2a: Wailord | 46/100",
+        "upkeep",
+        "turn | 12"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 12,
+      "battle_turn": 12,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "wailord",
+        "hp": 46.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Vigoroth",
+        "source": "p2a: Vigoroth",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "vigoroth",
+        "hp": 52.0,
+        "status": "Healthy"
+      },
+      "reward": 0.49,
+      "cumulative_reward": 13.3908,
+      "commentary": [
+        "p2a: Vigoroth switched to Vigoroth, L89, M (79/100).",
+        "p1a: Tangrowth used Earthquake on p2a: Vigoroth.",
+        "p2a: Vigoroth dropped to 52/100 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Vigoroth | Vigoroth, L89, M | 79/100",
+        "move | p1a: Tangrowth | Earthquake | p2a: Vigoroth",
+        "-damage | p2a: Vigoroth | 52/100",
+        "upkeep",
+        "turn | 13"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 13,
+      "battle_turn": 13,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "vigoroth",
+        "hp": 52.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Night Slash",
+        "source": "p2a: Vigoroth",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 92.6,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "vigoroth",
+        "hp": 15.0,
+        "status": "Healthy"
+      },
+      "reward": 0.54,
+      "cumulative_reward": 13.9308,
+      "commentary": [
+        "p2a: Vigoroth used Night Slash on p1a: Tangrowth.",
+        "p1a: Tangrowth dropped to 279/323 HP.",
+        "p2a: Vigoroth dropped to 43/100 | [from] item: Life Orb HP.",
+        "p1a: Tangrowth used Earthquake on p2a: Vigoroth.",
+        "p2a: Vigoroth dropped to 15/100 HP.",
+        "p1a: Tangrowth recovered to 299/323 | [from] item: Leftovers HP."
+      ],
+      "showdown_events": [
+        "move | p2a: Vigoroth | Night Slash | p1a: Tangrowth",
+        "-damage | p1a: Tangrowth | 279/323",
+        "-damage | p2a: Vigoroth | 43/100 | [from] item: Life Orb",
+        "move | p1a: Tangrowth | Earthquake | p2a: Vigoroth",
+        "-damage | p2a: Vigoroth | 15/100",
+        "-heal | p1a: Tangrowth | 299/323 | [from] item: Leftovers",
+        "upkeep",
+        "turn | 14"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 14,
+      "battle_turn": 14,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 92.6,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "vigoroth",
+        "hp": 15.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Return",
+        "source": "p2a: Vigoroth",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 70.6,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 26.0,
+        "status": "Healthy"
+      },
+      "reward": 2.8063,
+      "cumulative_reward": 16.7371,
+      "commentary": [
+        "p2a: Vigoroth used Return on p1a: Tangrowth.",
+        "p1a: Tangrowth dropped to 208/323 HP.",
+        "p2a: Vigoroth dropped to 5/100 | [from] item: Life Orb HP.",
+        "p1a: Tangrowth used Earthquake on p2a: Vigoroth.",
+        "p2a: Vigoroth dropped to 0 fnt HP.",
+        "p2a: Vigoroth fainted.",
+        "p1a: Tangrowth recovered to 228/323 | [from] item: Leftovers HP.",
+        "p2a: Gorebyss switched to Gorebyss, L88, M (26/100)."
+      ],
+      "showdown_events": [
+        "move | p2a: Vigoroth | Return | p1a: Tangrowth",
+        "-damage | p1a: Tangrowth | 208/323",
+        "-damage | p2a: Vigoroth | 5/100 | [from] item: Life Orb",
+        "move | p1a: Tangrowth | Earthquake | p2a: Vigoroth",
+        "-damage | p2a: Vigoroth | 0 fnt",
+        "faint | p2a: Vigoroth",
+        "-heal | p1a: Tangrowth | 228/323 | [from] item: Leftovers",
+        "upkeep",
+        "switch | p2a: Gorebyss | Gorebyss, L88, M | 26/100",
+        "turn | 15"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 15,
+      "battle_turn": 15,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 70.6,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 26.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Wailord",
+        "source": "p2a: Wailord",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 76.8,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "wailord",
+        "hp": 19.0,
+        "status": "Healthy"
+      },
+      "reward": 0.615,
+      "cumulative_reward": 17.3521,
+      "commentary": [
+        "p2a: Wailord switched to Wailord, L88, M (46/100).",
+        "p1a: Tangrowth used Earthquake on p2a: Wailord.",
+        "p2a: Wailord dropped to 19/100 HP.",
+        "p1a: Tangrowth recovered to 248/323 | [from] item: Leftovers HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Wailord | Wailord, L88, M | 46/100",
+        "move | p1a: Tangrowth | Earthquake | p2a: Wailord",
+        "-damage | p2a: Wailord | 19/100",
+        "-heal | p1a: Tangrowth | 248/323 | [from] item: Leftovers",
+        "upkeep",
+        "turn | 16"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 16,
+      "battle_turn": 16,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 76.8,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "wailord",
+        "hp": 19.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "earthquake"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "tangrowth",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_after": {
+        "name": "wailord",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "reward": -1.22,
+      "cumulative_reward": 16.1321,
+      "commentary": [],
+      "showdown_events": [],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "swordsdance"
+        },
+        {
+          "action": "move",
+          "choice": "rockslide"
+        },
+        {
+          "action": "move",
+          "choice": "powerwhip"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 17,
+      "battle_turn": 16,
+      "player_active_before": {
+        "name": "tangrowth",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_before": {
+        "name": "wailord",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "corsola"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Self-Destruct",
+        "source": "p2a: Wailord",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 87.2,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 16.0821,
+      "commentary": [
+        "p2a: Wailord used Self-Destruct on p1a: Tangrowth.",
+        "p1a: Tangrowth dropped to 0 fnt HP.",
+        "p2a: Wailord fainted.",
+        "p1a: Tangrowth fainted.",
+        "p2a: Salamence switched to Salamence, L74, M (100/100).",
+        "p1a: Corsola switched to Corsola, L98, M (232/266)."
+      ],
+      "showdown_events": [
+        "move | p2a: Wailord | Self-Destruct | p1a: Tangrowth",
+        "-crit | p1a: Tangrowth",
+        "-damage | p1a: Tangrowth | 0 fnt",
+        "faint | p2a: Wailord",
+        "faint | p1a: Tangrowth",
+        "upkeep",
+        "switch | p2a: Salamence | Salamence, L74, M | 100/100",
+        "switch | p1a: Corsola | Corsola, L98, M | 232/266",
+        "-ability | p2a: Salamence | Intimidate | boost",
+        "-unboost | p1a: Corsola | atk | 1",
+        "turn | 17"
+      ],
+      "valid_actions": [
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 18,
+      "battle_turn": 17,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 87.2,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "recover"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Gorebyss",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 26.0,
+        "status": "Healthy"
+      },
+      "reward": 0.1625,
+      "cumulative_reward": 16.2446,
+      "commentary": [
+        "p2a: Gorebyss switched to Gorebyss, L88, M (26/100).",
+        "p1a: Corsola used Recover on p1a: Corsola.",
+        "p1a: Corsola recovered to 266/266 HP."
+      ],
+      "showdown_events": [
+        "switch | p2a: Gorebyss | Gorebyss, L88, M | 26/100",
+        "move | p1a: Corsola | Recover | p1a: Corsola",
+        "-heal | p1a: Corsola | 266/266",
+        "upkeep",
+        "turn | 18"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 19,
+      "battle_turn": 18,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 26.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "gorebyss"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "gorebyss",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 16.0,
+        "status": "Healthy"
+      },
+      "reward": -3.2333,
+      "cumulative_reward": 13.0113,
+      "commentary": [],
+      "showdown_events": [],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "gorebyss"
+        }
+      ]
+    },
+    {
+      "turn": 20,
+      "battle_turn": 18,
+      "player_active_before": {
+        "name": "gorebyss",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 16.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "corsola"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Hidden Power",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "gorebyss",
+        "hp": 16.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 12.9613,
+      "commentary": [
+        "p1a: Gorebyss switched to Gorebyss, L88, M (56/240).",
+        "p2a: Gorebyss used Hidden Power on p1a: Gorebyss.",
+        "It was super effective.",
+        "p1a: Gorebyss dropped to 0 fnt HP.",
+        "p1a: Gorebyss fainted.",
+        "p2a: Gorebyss dropped to 16/100 | [from] item: Life Orb HP.",
+        "p1a: Corsola switched to Corsola, L98, M (266/266)."
+      ],
+      "showdown_events": [
+        "switch | p1a: Gorebyss | Gorebyss, L88, M | 56/240",
+        "move | p2a: Gorebyss | Hidden Power | p1a: Gorebyss",
+        "-supereffective | p1a: Gorebyss",
+        "-damage | p1a: Gorebyss | 0 fnt",
+        "faint | p1a: Gorebyss",
+        "-damage | p2a: Gorebyss | 16/100 | [from] item: Life Orb",
+        "upkeep",
+        "switch | p1a: Corsola | Corsola, L98, M | 266/266",
+        "turn | 19"
+      ],
+      "valid_actions": [
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        }
+      ]
+    },
+    {
+      "turn": 21,
+      "battle_turn": 19,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "gorebyss",
+        "hp": 16.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "recover"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Salamence",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 12.9113,
+      "commentary": [
+        "p2a: Salamence switched to Salamence, L74, M (100/100).",
+        "p1a: Corsola used Recover on [still]."
+      ],
+      "showdown_events": [
+        "switch | p2a: Salamence | Salamence, L74, M | 100/100",
+        "-ability | p2a: Salamence | Intimidate | boost",
+        "-unboost | p1a: Corsola | atk | 1",
+        "move | p1a: Corsola | Recover | [still]",
+        "-fail | p1a: Corsola | heal",
+        "upkeep",
+        "turn | 20"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 22,
+      "battle_turn": 20,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "xatu"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Dragon Dance",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "reward": -1.05,
+      "cumulative_reward": 11.8613,
+      "commentary": [
+        "p1a: Xatu switched to Xatu, L89, M (259/259).",
+        "p2a: Salamence used Dragon Dance on p2a: Salamence."
+      ],
+      "showdown_events": [
+        "switch | p1a: Xatu | Xatu, L89, M | 259/259",
+        "move | p2a: Salamence | Dragon Dance | p2a: Salamence",
+        "-boost | p2a: Salamence | atk | 1",
+        "-boost | p2a: Salamence | spe | 1",
+        "upkeep",
+        "turn | 21"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "xatu"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 23,
+      "battle_turn": 21,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "trick"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Dragon Dance",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "reward": -1.05,
+      "cumulative_reward": 10.8112,
+      "commentary": [
+        "p1a: Xatu used Trick on p2a: Salamence.",
+        "p2a: Salamence used Dragon Dance on p2a: Salamence."
+      ],
+      "showdown_events": [
+        "move | p1a: Xatu | Trick | p2a: Salamence",
+        "-activate | p1a: Xatu | move: Trick | [of] p2a: Salamence",
+        "-item | p2a: Salamence | Choice Scarf | [from] move: Trick",
+        "-item | p1a: Xatu | Lum Berry | [from] move: Trick",
+        "move | p2a: Salamence | Dragon Dance | p2a: Salamence",
+        "-boost | p2a: Salamence | atk | 1",
+        "-boost | p2a: Salamence | spe | 1",
+        "upkeep",
+        "turn | 22"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "move",
+          "choice": "psychic"
+        },
+        {
+          "action": "move",
+          "choice": "trick"
+        },
+        {
+          "action": "move",
+          "choice": "heatwave"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 24,
+      "battle_turn": 22,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "psychic"
+      },
+      "opponent_action": {
+        "type": "switch",
+        "choice": "Gorebyss",
+        "source": "p2a: Gorebyss",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "reward": 3.2167,
+      "cumulative_reward": 14.0279,
+      "commentary": [
+        "p2a: Gorebyss switched to Gorebyss, L88, M (16/100).",
+        "p1a: Xatu used Psychic on p2a: Gorebyss.",
+        "p2a: Gorebyss dropped to 0 fnt HP.",
+        "p2a: Gorebyss fainted.",
+        "p2a: Salamence switched to Salamence, L74, M (100/100)."
+      ],
+      "showdown_events": [
+        "switch | p2a: Gorebyss | Gorebyss, L88, M | 16/100",
+        "move | p1a: Xatu | Psychic | p2a: Gorebyss",
+        "-damage | p2a: Gorebyss | 0 fnt",
+        "faint | p2a: Gorebyss",
+        "upkeep",
+        "switch | p2a: Salamence | Salamence, L74, M | 100/100",
+        "-ability | p2a: Salamence | Intimidate | boost",
+        "-unboost | p1a: Xatu | atk | 1",
+        "turn | 23"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "move",
+          "choice": "psychic"
+        },
+        {
+          "action": "move",
+          "choice": "trick"
+        },
+        {
+          "action": "move",
+          "choice": "heatwave"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 25,
+      "battle_turn": 23,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "grassknot"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 45.6,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "reward": -0.7979,
+      "cumulative_reward": 13.23,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Xatu.",
+        "p1a: Xatu dropped to 118/259 HP.",
+        "p1a: Xatu used Grass Knot on p2a: Salamence.",
+        "It was resisted.",
+        "p2a: Salamence dropped to 92/100 HP."
+      ],
+      "showdown_events": [
+        "move | p2a: Salamence | Outrage | p1a: Xatu",
+        "-damage | p1a: Xatu | 118/259",
+        "move | p1a: Xatu | Grass Knot | p2a: Salamence",
+        "-resisted | p2a: Salamence",
+        "-damage | p2a: Salamence | 92/100",
+        "upkeep",
+        "turn | 24"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "move",
+          "choice": "psychic"
+        },
+        {
+          "action": "move",
+          "choice": "trick"
+        },
+        {
+          "action": "move",
+          "choice": "heatwave"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 26,
+      "battle_turn": 24,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 45.6,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "grassknot"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "xatu",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "reward": -3.7875,
+      "cumulative_reward": 9.4425,
+      "commentary": [],
+      "showdown_events": [],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "grassknot"
+        },
+        {
+          "action": "move",
+          "choice": "psychic"
+        },
+        {
+          "action": "move",
+          "choice": "trick"
+        },
+        {
+          "action": "move",
+          "choice": "heatwave"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 27,
+      "battle_turn": 24,
+      "player_active_before": {
+        "name": "xatu",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "corsola"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 9.3925,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Xatu | [from] lockedmove.",
+        "p1a: Xatu dropped to 0 fnt HP.",
+        "p1a: Xatu fainted.",
+        "p1a: Corsola switched to Corsola, L98, M (266/266)."
+      ],
+      "showdown_events": [
+        "move | p2a: Salamence | Outrage | p1a: Xatu | [from] lockedmove",
+        "-damage | p1a: Xatu | 0 fnt",
+        "faint | p1a: Xatu",
+        "upkeep",
+        "switch | p1a: Corsola | Corsola, L98, M | 266/266",
+        "turn | 25"
+      ],
+      "valid_actions": [
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 28,
+      "battle_turn": 25,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "stealthrock"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 60.5,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "reward": -0.7063,
+      "cumulative_reward": 8.6862,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Corsola | [from] lockedmove.",
+        "p1a: Corsola dropped to 145/266 HP.",
+        "p1a: Corsola used Stealth Rock on p2a: Salamence.",
+        "p1a: Corsola recovered to 161/266 | [from] item: Leftovers HP."
+      ],
+      "showdown_events": [
+        "move | p2a: Salamence | Outrage | p1a: Corsola | [from] lockedmove",
+        "-damage | p1a: Corsola | 145/266",
+        "move | p1a: Corsola | Stealth Rock | p2a: Salamence",
+        "-sidestart | p2: RandomPlayer 1 | move: Stealth Rock",
+        "-heal | p1a: Corsola | 161/266 | [from] item: Leftovers",
+        "-start | p2a: Salamence | confusion | [fatigue]",
+        "upkeep",
+        "turn | 26"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 29,
+      "battle_turn": 26,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 60.5,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 92.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "recover"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 77.0,
+        "status": "Healthy"
+      },
+      "reward": 0.8562,
+      "cumulative_reward": 9.5425,
+      "commentary": [
+        "p2a: Salamence dropped to 77/100 | [from] confusion HP.",
+        "p1a: Corsola used Recover on p1a: Corsola.",
+        "p1a: Corsola recovered to 266/266 HP."
+      ],
+      "showdown_events": [
+        "-activate | p2a: Salamence | confusion",
+        "-damage | p2a: Salamence | 77/100 | [from] confusion",
+        "move | p1a: Corsola | Recover | p1a: Corsola",
+        "-heal | p1a: Corsola | 266/266",
+        "upkeep",
+        "turn | 27"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 30,
+      "battle_turn": 27,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 77.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "aggron"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": 0.1833,
+      "cumulative_reward": 9.7258,
+      "commentary": [
+        "p1a: Aggron switched to Aggron, L86, F (261/261).",
+        "p2a: Salamence dropped to 63/100 | [from] confusion HP."
+      ],
+      "showdown_events": [
+        "switch | p1a: Aggron | Aggron, L86, F | 261/261",
+        "-activate | p2a: Salamence | confusion",
+        "-damage | p2a: Salamence | 63/100 | [from] confusion",
+        "upkeep",
+        "turn | 28"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 31,
+      "battle_turn": 28,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "corsola"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 60.5,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": -0.7063,
+      "cumulative_reward": 9.0196,
+      "commentary": [
+        "p1a: Corsola switched to Corsola, L98, M (266/266).",
+        "p2a: Salamence used Outrage on p1a: Corsola.",
+        "p1a: Corsola dropped to 145/266 HP.",
+        "p1a: Corsola recovered to 161/266 | [from] item: Leftovers HP."
+      ],
+      "showdown_events": [
+        "switch | p1a: Corsola | Corsola, L98, M | 266/266",
+        "-activate | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Corsola",
+        "-damage | p1a: Corsola | 145/266",
+        "-heal | p1a: Corsola | 161/266 | [from] item: Leftovers",
+        "upkeep",
+        "turn | 29"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "corsola"
+        }
+      ]
+    },
+    {
+      "turn": 32,
+      "battle_turn": 29,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 60.5,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "stealthrock"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 22.6,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": -0.6813,
+      "cumulative_reward": 8.3383,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Corsola | [from] lockedmove.",
+        "p1a: Corsola dropped to 44/266 HP.",
+        "p1a: Corsola used Stealth Rock on [still].",
+        "p1a: Corsola recovered to 60/266 | [from] item: Leftovers HP."
+      ],
+      "showdown_events": [
+        "-activate | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Corsola | [from] lockedmove",
+        "-damage | p1a: Corsola | 44/266",
+        "move | p1a: Corsola | Stealth Rock | [still]",
+        "-fail | p1a: Corsola",
+        "-heal | p1a: Corsola | 60/266 | [from] item: Leftovers",
+        "upkeep",
+        "turn | 30"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 33,
+      "battle_turn": 30,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 22.6,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "surf"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "corsola",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": -3.425,
+      "cumulative_reward": 4.9133,
+      "commentary": [],
+      "showdown_events": [],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "explosion"
+        },
+        {
+          "action": "move",
+          "choice": "recover"
+        },
+        {
+          "action": "move",
+          "choice": "surf"
+        },
+        {
+          "action": "move",
+          "choice": "stealthrock"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 34,
+      "battle_turn": 30,
+      "player_active_before": {
+        "name": "corsola",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "aggron"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 4.8633,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Corsola.",
+        "p1a: Corsola dropped to 0 fnt HP.",
+        "p1a: Corsola fainted.",
+        "p1a: Aggron switched to Aggron, L86, F (261/261)."
+      ],
+      "showdown_events": [
+        "-end | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Corsola",
+        "-damage | p1a: Corsola | 0 fnt",
+        "faint | p1a: Corsola",
+        "upkeep",
+        "switch | p1a: Aggron | Aggron, L86, F | 261/261",
+        "turn | 31"
+      ],
+      "valid_actions": [
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 35,
+      "battle_turn": 31,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 100.0,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 85.4,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": 0.7125,
+      "cumulative_reward": 5.5758,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Aggron | [from] lockedmove.",
+        "It was resisted.",
+        "p1a: Aggron dropped to 223/261 HP.",
+        "p1a: Aggron used Rock Polish on p1a: Aggron."
+      ],
+      "showdown_events": [
+        "move | p2a: Salamence | Outrage | p1a: Aggron | [from] lockedmove",
+        "-resisted | p1a: Aggron",
+        "-damage | p1a: Aggron | 223/261",
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 2",
+        "upkeep",
+        "turn | 32"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 36,
+      "battle_turn": 32,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 85.4,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 71.3,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "reward": 0.7188,
+      "cumulative_reward": 6.2946,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Aggron | [from] lockedmove.",
+        "It was resisted.",
+        "p1a: Aggron dropped to 186/261 HP.",
+        "p1a: Aggron used Rock Polish on p1a: Aggron."
+      ],
+      "showdown_events": [
+        "move | p2a: Salamence | Outrage | p1a: Aggron | [from] lockedmove",
+        "-resisted | p1a: Aggron",
+        "-damage | p1a: Aggron | 186/261",
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 2",
+        "-start | p2a: Salamence | confusion | [fatigue]",
+        "upkeep",
+        "turn | 33"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 37,
+      "battle_turn": 33,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 71.3,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 63.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 71.3,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "reward": 0.1833,
+      "cumulative_reward": 6.4779,
+      "commentary": [
+        "p1a: Aggron used Rock Polish on p1a: Aggron.",
+        "p2a: Salamence dropped to 49/100 | [from] confusion HP."
+      ],
+      "showdown_events": [
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 2",
+        "-activate | p2a: Salamence | confusion",
+        "-damage | p2a: Salamence | 49/100 | [from] confusion",
+        "upkeep",
+        "turn | 34"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 38,
+      "battle_turn": 34,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 71.3,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 58.6,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "reward": -0.2562,
+      "cumulative_reward": 6.2217,
+      "commentary": [
+        "p1a: Aggron used Rock Polish on p1a: Aggron.",
+        "p2a: Salamence used Outrage on p1a: Aggron.",
+        "It was resisted.",
+        "p1a: Aggron dropped to 153/261 HP."
+      ],
+      "showdown_events": [
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 0",
+        "-activate | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Aggron",
+        "-resisted | p1a: Aggron",
+        "-damage | p1a: Aggron | 153/261",
+        "upkeep",
+        "turn | 35"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 39,
+      "battle_turn": 35,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 58.6,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 45.6,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "reward": -0.2625,
+      "cumulative_reward": 5.9592,
+      "commentary": [
+        "p1a: Aggron used Rock Polish on p1a: Aggron.",
+        "p2a: Salamence used Outrage on p1a: Aggron | [from] lockedmove.",
+        "It was resisted.",
+        "p1a: Aggron dropped to 119/261 HP."
+      ],
+      "showdown_events": [
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 0",
+        "-activate | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Aggron | [from] lockedmove",
+        "-resisted | p1a: Aggron",
+        "-damage | p1a: Aggron | 119/261",
+        "upkeep",
+        "turn | 36"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 40,
+      "battle_turn": 36,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 45.6,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 31.8,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "reward": -0.275,
+      "cumulative_reward": 5.6842,
+      "commentary": [
+        "p1a: Aggron used Rock Polish on p1a: Aggron.",
+        "p2a: Salamence used Outrage on p1a: Aggron.",
+        "It was resisted.",
+        "p1a: Aggron dropped to 83/261 HP."
+      ],
+      "showdown_events": [
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 0",
+        "-end | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Aggron",
+        "-resisted | p1a: Aggron",
+        "-damage | p1a: Aggron | 83/261",
+        "upkeep",
+        "turn | 37"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 41,
+      "battle_turn": 37,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 31.8,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "ambipom"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "ambipom",
+        "hp": 28.3,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "reward": -1.175,
+      "cumulative_reward": 4.5092,
+      "commentary": [
+        "p1a: Ambipom switched to Ambipom, L80, F (251/251).",
+        "p2a: Salamence used Outrage on p1a: Ambipom | [from] lockedmove.",
+        "p1a: Ambipom dropped to 71/251 HP."
+      ],
+      "showdown_events": [
+        "switch | p1a: Ambipom | Ambipom, L80, F | 251/251",
+        "move | p2a: Salamence | Outrage | p1a: Ambipom | [from] lockedmove",
+        "-damage | p1a: Ambipom | 71/251",
+        "-start | p2a: Salamence | confusion | [fatigue]",
+        "upkeep",
+        "turn | 38"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        },
+        {
+          "action": "switch",
+          "choice": "ambipom"
+        }
+      ]
+    },
+    {
+      "turn": 42,
+      "battle_turn": 38,
+      "player_active_before": {
+        "name": "ambipom",
+        "hp": 28.3,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 49.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "pursuit"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "ambipom",
+        "hp": 28.3,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "reward": 0.6333,
+      "cumulative_reward": 5.1425,
+      "commentary": [
+        "p2a: Salamence dropped to 36/100 | [from] confusion HP.",
+        "p1a: Ambipom used Pursuit on p2a: Salamence.",
+        "p2a: Salamence dropped to 8/100 HP."
+      ],
+      "showdown_events": [
+        "-activate | p2a: Salamence | confusion",
+        "-damage | p2a: Salamence | 36/100 | [from] confusion",
+        "move | p1a: Ambipom | Pursuit | p2a: Salamence",
+        "-damage | p2a: Salamence | 8/100",
+        "upkeep",
+        "turn | 39"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "pursuit"
+        },
+        {
+          "action": "move",
+          "choice": "uturn"
+        },
+        {
+          "action": "move",
+          "choice": "return"
+        },
+        {
+          "action": "move",
+          "choice": "lowkick"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 43,
+      "battle_turn": 39,
+      "player_active_before": {
+        "name": "ambipom",
+        "hp": 28.3,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "pursuit"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "ambipom",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "reward": -3.4937,
+      "cumulative_reward": 1.6487,
+      "commentary": [],
+      "showdown_events": [],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "pursuit"
+        },
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 44,
+      "battle_turn": 39,
+      "player_active_before": {
+        "name": "ambipom",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "switch",
+        "choice": "aggron"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 31.8,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "reward": -0.05,
+      "cumulative_reward": 1.5987,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Ambipom.",
+        "p1a: Ambipom dropped to 0 fnt HP.",
+        "p1a: Ambipom fainted.",
+        "p1a: Aggron switched to Aggron, L86, F (83/261)."
+      ],
+      "showdown_events": [
+        "-activate | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Ambipom",
+        "-damage | p1a: Ambipom | 0 fnt",
+        "faint | p1a: Ambipom",
+        "upkeep",
+        "switch | p1a: Aggron | Aggron, L86, F | 83/261",
+        "turn | 40"
+      ],
+      "valid_actions": [
+        {
+          "action": "switch",
+          "choice": "aggron"
+        }
+      ]
+    },
+    {
+      "turn": 45,
+      "battle_turn": 40,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 31.8,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": {
+        "type": "move",
+        "choice": "Outrage",
+        "source": "p2a: Salamence",
+        "confidence": "logged"
+      },
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 19.2,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "reward": -0.2562,
+      "cumulative_reward": 1.3425,
+      "commentary": [
+        "p2a: Salamence used Outrage on p1a: Aggron | [from] lockedmove.",
+        "It was resisted.",
+        "p1a: Aggron dropped to 50/261 HP.",
+        "p1a: Aggron used Rock Polish on p1a: Aggron."
+      ],
+      "showdown_events": [
+        "-activate | p2a: Salamence | confusion",
+        "move | p2a: Salamence | Outrage | p1a: Aggron | [from] lockedmove",
+        "-resisted | p1a: Aggron",
+        "-damage | p1a: Aggron | 50/261",
+        "move | p1a: Aggron | Rock Polish | p1a: Aggron",
+        "-boost | p1a: Aggron | spe | 2",
+        "upkeep",
+        "turn | 41"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        }
+      ]
+    },
+    {
+      "turn": 46,
+      "battle_turn": 41,
+      "player_active_before": {
+        "name": "aggron",
+        "hp": 19.2,
+        "status": "Healthy"
+      },
+      "opponent_active_before": {
+        "name": "salamence",
+        "hp": 8.0,
+        "status": "Healthy"
+      },
+      "player_action": {
+        "action": "move",
+        "choice": "rockpolish"
+      },
+      "opponent_action": null,
+      "player_active_after": {
+        "name": "aggron",
+        "hp": 19.2,
+        "status": "Healthy"
+      },
+      "opponent_active_after": {
+        "name": "salamence",
+        "hp": 0.0,
+        "status": "FNT (status) object"
+      },
+      "reward": 3.0833,
+      "cumulative_reward": 4.4258,
+      "commentary": [
+        "p2a: Salamence dropped to 0 fnt | [from] confusion HP.",
+        "p2a: Salamence fainted."
+      ],
+      "showdown_events": [
+        "-activate | p2a: Salamence | confusion",
+        "-damage | p2a: Salamence | 0 fnt | [from] confusion",
+        "faint | p2a: Salamence"
+      ],
+      "valid_actions": [
+        {
+          "action": "move",
+          "choice": "rockpolish"
+        },
+        {
+          "action": "move",
+          "choice": "headsmash"
+        },
+        {
+          "action": "move",
+          "choice": "earthquake"
+        },
+        {
+          "action": "move",
+          "choice": "icepunch"
+        }
+      ]
+    }
+  ]
+}

convert_battle_log.py

@@ -0,0 +1,144 @@
+from __future__ import annotations
+
+import argparse
+import json
+import re
+from pathlib import Path
+
+
+ACTIVE_SELF_RE = re.compile(
+    r"### Active Self\n- Name: (?P<name>.+?)\n- HP: (?P<hp>[\d.]+)%\n- Status: (?P<status>.+?)\n",
+    re.MULTILINE,
+)
+ACTIVE_OPP_RE = re.compile(
+    r"### Active Opponent\n- Name: (?P<name>.+?)\n- HP: (?P<hp>[\d.]+)%\n- Status: (?P<status>.+?)\n",
+    re.MULTILINE,
+)
+
+
+def parse_args() -> argparse.Namespace:
+    parser = argparse.ArgumentParser(description="Convert a raw recorded battle log into replay JSON.")
+    parser.add_argument("--input", required=True, help="Path to detailed battle JSON from record_battle.py")
+    parser.add_argument(
+        "--output",
+        default="battle_logs/replay_battle.json",
+        help="Path to replay-friendly output JSON",
+    )
+    return parser.parse_args()
+
+
+def _parse_active(markdown: str, pattern: re.Pattern[str]) -> dict:
+    match = pattern.search(markdown)
+    if not match:
+        return {"name": "unknown", "hp": None, "status": "unknown"}
+    return {
+        "name": match.group("name").strip(),
+        "hp": float(match.group("hp")),
+        "status": match.group("status").strip(),
+    }
+
+
+def _build_commentary(turn: dict) -> list[str]:
+    comments: list[str] = []
+    for event in turn.get("showdown_events", []):
+        if event.startswith("move | "):
+            _, actor, move, target = [part.strip() for part in event.split(" | ", 3)]
+            comments.append(f"{actor} used {move} on {target}.")
+        elif event.startswith("switch | "):
+            _, actor, species, hp = [part.strip() for part in event.split(" | ", 3)]
+            comments.append(f"{actor} switched to {species} ({hp}).")
+        elif event.startswith("-damage | "):
+            _, actor, hp = [part.strip() for part in event.split(" | ", 2)]
+            comments.append(f"{actor} dropped to {hp} HP.")
+        elif event.startswith("-heal | "):
+            _, actor, hp = [part.strip() for part in event.split(" | ", 2)]
+            comments.append(f"{actor} recovered to {hp} HP.")
+        elif event.startswith("faint | "):
+            _, actor = [part.strip() for part in event.split(" | ", 1)]
+            comments.append(f"{actor} fainted.")
+        elif event.startswith("-supereffective"):
+            comments.append("It was super effective.")
+        elif event.startswith("-resisted"):
+            comments.append("It was resisted.")
+        elif event.startswith("-immune"):
+            comments.append("The target was immune.")
+        elif event.startswith("-status | "):
+            parts = [part.strip() for part in event.split(" | ")]
+            if len(parts) >= 3:
+                comments.append(f"{parts[1]} was inflicted with {parts[2]}.")
+    return comments
+
+
+def convert_battle(raw: dict) -> dict:
+    turns = []
+    player_team: dict[str, dict] = {}
+    opponent_team: dict[str, dict] = {}
+
+    for turn in raw.get("turns", []):
+        pre_state = turn.get("state_markdown", "")
+        post_state = turn.get("post_state_markdown", "")
+        player_before = _parse_active(pre_state, ACTIVE_SELF_RE)
+        opp_before = _parse_active(pre_state, ACTIVE_OPP_RE)
+        player_after = _parse_active(post_state, ACTIVE_SELF_RE)
+        opp_after = _parse_active(post_state, ACTIVE_OPP_RE)
+
+        player_team.setdefault(player_before["name"], {"name": player_before["name"]})
+        if opp_before["name"] != "unknown":
+            opponent_team.setdefault(opp_before["name"], {"name": opp_before["name"]})
+        if opp_after["name"] != "unknown":
+            opponent_team.setdefault(opp_after["name"], {"name": opp_after["name"]})
+
+        turns.append(
+            {
+                "turn": turn["turn"],
+                "battle_turn": turn.get("battle_turn"),
+                "player_active_before": player_before,
+                "opponent_active_before": opp_before,
+                "player_action": turn.get("chosen_action"),
+                "opponent_action": turn.get("opponent_action"),
+                "player_active_after": player_after,
+                "opponent_active_after": opp_after,
+                "reward": turn.get("reward"),
+                "cumulative_reward": turn.get("cumulative_reward"),
+                "commentary": _build_commentary(turn),
+                "showdown_events": turn.get("showdown_events", []),
+                "valid_actions": turn.get("valid_actions", []),
+            }
+        )
+
+    return {
+        "meta": {
+            "title": "OpenEnv-WolfeClick Replay",
+            "model": raw.get("model"),
+            "format": raw.get("format"),
+            "outcome": raw.get("outcome"),
+            "natural_finish": raw.get("natural_finish"),
+            "final_reason": raw.get("final_reason"),
+            "battle_tag": raw.get("battle_tag"),
+            "room_path": raw.get("room_path"),
+            "total_turns": raw.get("total_turns"),
+            "total_reward": raw.get("total_reward"),
+        },
+        "teams": {
+            "player": list(player_team.values()),
+            "opponent": list(opponent_team.values()),
+        },
+        "turns": turns,
+    }
+
+
+def main() -> None:
+    args = parse_args()
+    input_path = Path(args.input)
+    output_path = Path(args.output)
+    output_path.parent.mkdir(parents=True, exist_ok=True)
+
+    raw = json.loads(input_path.read_text())
+    replay = convert_battle(raw)
+    output_path.write_text(json.dumps(replay, indent=2))
+    print(f"Wrote replay JSON to {output_path}")
+    print(json.dumps(replay["meta"], indent=2))
+
+
+if __name__ == "__main__":
+    main()

requirements_space.txt

@@ -1 +1,2 @@
-gradio>=4.0.0
+fastapi>=0.115.0
+uvicorn>=0.30.0

space_app.py

@@ -1,360 +1,34 @@
-"""OpenEnv-WolfeClick Battle Replay Viewer — Gradio HF Space app."""
 from __future__ import annotations
 
 import json
-import time
 from pathlib import Path
 
-import gradio as gr
+from fastapi import FastAPI, HTTPException
+from fastapi.responses import FileResponse, JSONResponse
+from fastapi.staticfiles import StaticFiles
 
-BATTLE_LOGS_DIR = Path(__file__).parent / "battle_logs"
 
-# ---------------------------------------------------------------------------
-# Helpers
-# ---------------------------------------------------------------------------
+ROOT = Path(__file__).parent
+STATIC_DIR = ROOT / "static"
+BATTLE_LOGS_DIR = ROOT / "battle_logs"
+REPLAY_PATH = BATTLE_LOGS_DIR / "replay_battle.json"
 
-def load_battle_log(path: Path) -> dict:
-    with open(path) as f:
-        return json.load(f)
+app = FastAPI(title="OpenEnv-WolfeClick")
+app.mount("/static", StaticFiles(directory=STATIC_DIR), name="static")
 
 
-def list_battle_logs() -> list[str]:
-    if not BATTLE_LOGS_DIR.exists():
-        return []
-    return sorted(p.name for p in BATTLE_LOGS_DIR.glob("*.json"))
+def load_replay() -> dict:
+    if not REPLAY_PATH.exists():
+        raise HTTPException(status_code=404, detail="replay_battle.json not found")
+    return json.loads(REPLAY_PATH.read_text())
 
 
-def format_action_badge(action: dict, was_illegal: bool) -> str:
-    kind = action.get("action", "?")
-    choice = action.get("choice", "?")
-    icon = "[ATK]" if kind == "move" else "[SW]"
-    badge = f"`{icon} {kind}: {choice}`"
-    if was_illegal:
-        badge += "  **[!] illegal -- fallback used**"
-    return badge
+@app.get("/")
+def index() -> FileResponse:
+    return FileResponse(STATIC_DIR / "index.html")
 
 
-def format_valid_actions(actions: list[dict]) -> str:
-    parts = []
-    for a in actions:
-        icon = "[ATK]" if a["action"] == "move" else "[SW]"
-        parts.append(f"{icon} {a['choice']}")
-    return " | ".join(parts)
+@app.get("/api/replay")
+def replay() -> JSONResponse:
+    return JSONResponse(load_replay())
 
-
-def reward_color(r: float) -> str:
-    if r > 0:
-        return "green"
-    elif r < 0:
-        return "red"
-    return "gray"
-
-
-def build_turn_block(turn: dict) -> str:
-    t = turn["turn"]
-    action = turn["chosen_action"]
-    reward = turn["reward"]
-    cumulative = turn["cumulative_reward"]
-    illegal = turn.get("action_was_illegal", False)
-    state_md = turn["state_markdown"]
-    valid = turn.get("valid_actions", [])
-
-    rc = reward_color(reward)
-    sign = "+" if reward >= 0 else ""
-
-    lines = [
-        f"### Turn {t}",
-        "",
-        f"**Action:** {format_action_badge(action, illegal)}",
-        "",
-        f"**Reward:** <span style='color:{rc};font-weight:bold'>{sign}{reward:.2f}</span>"
-        f" &nbsp;|&nbsp; **Cumulative:** {cumulative:.2f}",
-        "",
-        "<details><summary><b>Battle State</b> (click to expand)</summary>",
-        "",
-        state_md,
-        "",
-        "</details>",
-        "",
-        f"<details><summary><b>Legal Actions</b></summary>\n\n{format_valid_actions(valid)}\n\n</details>",
-        "",
-        "---",
-    ]
-    return "\n".join(lines)
-
-
-def build_summary(log: dict) -> str:
-    outcome = log.get("outcome", "unknown")
-    total_reward = log.get("total_reward", 0)
-    total_turns = log.get("total_turns", 0)
-    model = log.get("model", "Unknown")
-    fmt = log.get("format", "unknown")
-
-    icon = "WIN" if outcome == "won" else ("LOSS" if outcome == "lost" else "DRAW")
-    rc = reward_color(total_reward)
-    sign = "+" if total_reward >= 0 else ""
-
-    return (
-        f"## {icon} Battle Result: **{outcome.upper()}**\n\n"
-        f"| Metric | Value |\n|---|---|\n"
-        f"| Model | `{model}` |\n"
-        f"| Format | `{fmt}` |\n"
-        f"| Turns | {total_turns} |\n"
-        f"| Total Reward | <span style='color:{rc};font-weight:bold'>{sign}{total_reward:.2f}</span> |\n"
-    )
-
-
-# ---------------------------------------------------------------------------
-# Replay generator
-# ---------------------------------------------------------------------------
-
-def replay_battle(log_name: str, speed: float):
-    """Yield turn-by-turn markdown replay."""
-    if not log_name:
-        yield "Select a battle log to replay."
-        return
-
-    log = load_battle_log(BATTLE_LOGS_DIR / log_name)
-    turns = log.get("turns", [])
-    if not turns:
-        yield "No turns recorded in this battle."
-        return
-
-    output_parts: list[str] = []
-    for turn in turns:
-        output_parts.append(build_turn_block(turn))
-        yield "\n".join(output_parts)
-        time.sleep(max(0.1, speed))
-
-    output_parts.append(build_summary(log))
-    yield "\n".join(output_parts)
-
-
-# ---------------------------------------------------------------------------
-# Tab content
-# ---------------------------------------------------------------------------
-
-ENV_DESIGN_MD = """
-# Environment Design
-
-## State Format
-
-Each turn, the model receives a structured markdown state with three sections:
-
-### Part A: Active Field
-Current active Pokemon for both sides — HP, status, ability, item, stat modifiers, and estimated opponent speed range.
-
-### Part B: Full Self Roster
-All 6 Pokemon on the player's team with HP, status, item, and all known moves (with type abbreviation and base power).
-
-### Part C: Opponent History
-Every opponent Pokemon revealed so far — last known HP, status, revealed moves, items, and abilities. Updated incrementally each turn.
-
----
-
-## Action Space
-
-The model must output exactly one JSON action:
-
-```json
-{"action": "move" | "switch", "choice": "Exact Name of Move or Pokemon"}
-```
-
-Up to **4 moves** and **5 switches** are available per turn. The environment validates the action against legal options and applies a **-10.0 penalty** for illegal actions (hallucinated moves/Pokemon).
-
----
-
-## Reward Components
-
-| Component | Signal | Range |
-|---|---|---|
-| Damage dealt | +1.0 per 10% opponent HP reduced | Positive |
-| Damage taken | -1.0 per 10% self HP lost | Negative |
-| Knockouts | +3.0 per opponent faint, -3.0 per self faint | +/- |
-| Healing | +1.0 per 10% healed (capped at 3.0/battle) | Positive |
-| Setup | +0.5 per stat stage gained (capped at 2.0/mon) | Positive |
-| Opponent setup | -0.5 per opponent stat stage gained | Negative |
-| Type effectiveness | +0.5 super effective, -1.0 immune | +/- |
-| Passive damage | Incremental reward for hazards/weather | Positive |
-| Status inflicted | -0.5 to -1.0 for status ailments on self | Negative |
-| Illegal action | -10.0 for hallucinated actions | Negative |
-| Step penalty | -0.05 per turn (anti-stall) | Negative |
-
----
-
-## Training Pipeline
-
-```
-Base Model (Qwen3-4B-Instruct)
-        |
-  [JSON Warm-up SFT]  <-- establish legal action baseline
-        |
-  [Rollout Collection]  <-- live Pokemon Showdown battles
-        |
-  [GRPO Training]  <-- optimize policy on real trajectories
-        |
-  LoRA Checkpoint  --> Hugging Face Hub
-```
-
-The training uses **GRPO (Group Relative Policy Optimization)** on real rollout data collected from live Pokemon Showdown battles. Each rollout records the state, chosen action, and shaped reward, which GRPO uses to improve the policy beyond simple format compliance.
-
----
-
-## Architecture
-
-```
-Pokemon Showdown (Node.js, port 8000)
-        |  WebSocket
-PokeEnvClient (async background loop)
-  |-- RLPlayer (queue-driven, receives model actions)
-  |-- RandomPlayer (opponent)
-        |
-PokemonShowdownEnv (synchronous wrapper)
-  |-- state_formatter  (markdown state for LLM)
-  |-- action_space     (JSON validation + matching)
-  |-- reward calculator (shaped multi-component reward)
-        |
-OpenEnv Server (FastAPI, standard reset/step API)
-```
-"""
-
-GET_STARTED_MD = """
-# Get Started
-
-## Installation
-
-```bash
-git clone https://github.com/Atharva2099/OpenEnv-WolfeClick.git
-cd OpenEnv-WolfeClick
-pip install -e .
-```
-
-## Run a local battle (random actions)
-
-```bash
-python examples/run_single_episode.py
-```
-
-## Watch a trained model battle
-
-```bash
-python examples/watch_model_battle.py --revision grpo-qwen3-4b-run3
-```
-
-## Record a battle to JSON
-
-```bash
-python record_battle.py --revision grpo-qwen3-4b-run3 --output battle_logs/my_battle.json
-```
-
-## Training (Colab)
-
-Open `trainer.ipynb` in Google Colab with a GPU runtime. The notebook handles:
-1. Starting a local Pokemon Showdown server
-2. Collecting rollout trajectories from live battles
-3. Training a LoRA adapter with GRPO
-4. Saving the checkpoint to Hugging Face Hub
-
----
-
-## Links
-
-| Resource | Link |
-|---|---|
-| Model Weights | [Atharva2099/openenv-smogon-rl](https://huggingface.co/Atharva2099/openenv-smogon-rl) |
-| Training Notebook | `trainer.ipynb` |
-| Watch Battle Notebook | `watch_battle.ipynb` |
-| Benchmark Notebook | `benchmarks/benchmark.ipynb` |
-
-## Trained Checkpoints
-
-| Checkpoint | Description |
-|---|---|
-| `grpo-qwen3-4b-run1` | First GRPO training run |
-| `grpo-qwen3-4b-run2` | Second run with tuned reward shaping |
-| `grpo-qwen3-4b-run3` | Third run, best performing |
-
-## OpenEnv Integration
-
-This environment follows the [OpenEnv](https://github.com/openenv) standard. The server exposes `reset()` and `step()` endpoints:
-
-```python
-from env.client import WolfeClickEnv
-
-env = WolfeClickEnv(server_url="http://localhost:8001")
-obs = env.reset()
-obs = env.step({"action_json": '{"action": "move", "choice": "flamethrower"}'})
-```
-"""
-
-
-# ---------------------------------------------------------------------------
-# App
-# ---------------------------------------------------------------------------
-
-def build_app() -> gr.Blocks:
-    available_logs = list_battle_logs()
-    default_log = available_logs[0] if available_logs else None
-
-    with gr.Blocks(
-        title="OpenEnv-WolfeClick",
-    ) as app:
-        gr.HTML(
-            "<h1 class='main-title'>OpenEnv-WolfeClick</h1>"
-            "<p class='subtitle'>Train LLMs to play competitive Pokemon Showdown with GRPO</p>"
-        )
-
-        with gr.Tabs():
-            # ---- Tab 1: Battle Replay ----
-            with gr.Tab("Battle Replay", id="replay"):
-                gr.Markdown(
-                    "Watch a pre-recorded battle played by the GRPO-trained model. "
-                    "Each turn shows the battle state the model received, the action it chose, "
-                    "and the shaped reward signal."
-                )
-                with gr.Row():
-                    log_selector = gr.Dropdown(
-                        choices=available_logs,
-                        value=default_log,
-                        label="Battle Log",
-                        scale=3,
-                    )
-                    speed_slider = gr.Slider(
-                        minimum=0.1,
-                        maximum=3.0,
-                        value=0.8,
-                        step=0.1,
-                        label="Replay Speed (seconds per turn)",
-                        scale=2,
-                    )
-                    play_btn = gr.Button("Play Replay", variant="primary", scale=1)
-
-                replay_output = gr.Markdown(
-                    value="Click **Play Replay** to start.",
-                    label="Battle",
-                )
-
-                play_btn.click(
-                    fn=replay_battle,
-                    inputs=[log_selector, speed_slider],
-                    outputs=replay_output,
-                )
-
-            # ---- Tab 2: Environment Design ----
-            with gr.Tab("Environment Design", id="design"):
-                gr.Markdown(ENV_DESIGN_MD)
-
-            # ---- Tab 3: Get Started ----
-            with gr.Tab("Get Started", id="start"):
-                gr.Markdown(GET_STARTED_MD)
-
-    return app
-
-
-if __name__ == "__main__":
-    app = build_app()
-    app.launch(
-        server_name="0.0.0.0",
-        server_port=7860,
-        theme=gr.themes.Soft(primary_hue="blue", neutral_hue="slate"),
-    )

static/app.js

@@ -0,0 +1,272 @@
+const replayState = {
+  data: null,
+  currentTurn: 1,
+  autoplayTimer: null,
+  frameMode: false,
+};
+
+const el = {
+  tabs: [...document.querySelectorAll(".top-tab")],
+  panels: [...document.querySelectorAll(".tab-panel")],
+  landingCard: document.getElementById("landing-card"),
+  battleScreen: document.getElementById("battle-screen"),
+  turnTitle: document.getElementById("turn-title"),
+  battleSubtitle: document.getElementById("battle-subtitle"),
+  metaOutcome: document.getElementById("meta-outcome"),
+  metaTotalReward: document.getElementById("meta-total-reward"),
+  playerName: document.getElementById("player-name"),
+  playerStatus: document.getElementById("player-status"),
+  playerTransition: document.getElementById("player-transition"),
+  playerSprite: document.getElementById("player-sprite"),
+  playerHpBar: document.querySelector("#player-hp-bar span"),
+  playerHpLabel: document.getElementById("player-hp-label"),
+  opponentName: document.getElementById("opponent-name"),
+  opponentStatus: document.getElementById("opponent-status"),
+  opponentTransition: document.getElementById("opponent-transition"),
+  opponentSprite: document.getElementById("opponent-sprite"),
+  opponentHpBar: document.querySelector("#opponent-hp-bar span"),
+  opponentHpLabel: document.getElementById("opponent-hp-label"),
+  modelAction: document.getElementById("model-action"),
+  opponentAction: document.getElementById("opponent-action"),
+  rewardLine: document.getElementById("reward-line"),
+  commentaryList: document.getElementById("commentary-list"),
+  playerTeam: document.getElementById("player-team"),
+  opponentTeam: document.getElementById("opponent-team"),
+  validActions: document.getElementById("valid-actions"),
+  summaryLines: document.getElementById("summary-lines"),
+  speed: document.getElementById("speed"),
+  speedValue: document.getElementById("speed-value"),
+  startBtn: document.getElementById("start-btn"),
+  frameBtn: document.getElementById("frame-btn"),
+  prevBtn: document.getElementById("prev-btn"),
+  nextBtn: document.getElementById("next-btn"),
+  jumpBtn: document.getElementById("jump-btn"),
+  turnInput: document.getElementById("turn-input"),
+};
+
+function toShowdownName(name) {
+  return name.toLowerCase().replace(/[^a-z0-9]/g, "");
+}
+
+function spriteCandidates(name) {
+  const s = toShowdownName(name);
+  return [
+    `https://play.pokemonshowdown.com/sprites/gen5/${s}.png`,
+    `https://play.pokemonshowdown.com/sprites/gen4/${s}.png`,
+    `https://play.pokemonshowdown.com/sprites/gen3/${s}.png`,
+    `https://play.pokemonshowdown.com/sprites/gen2/${s}.png`,
+  ];
+}
+
+function applySprite(img, name, mirrored) {
+  const sources = spriteCandidates(name);
+  img.classList.toggle("player-sprite", mirrored);
+  let index = 0;
+  img.onerror = () => {
+    index += 1;
+    if (index < sources.length) {
+      img.src = sources[index];
+    } else {
+      img.onerror = null;
+      img.alt = name;
+      img.src =
+        "data:image/svg+xml;utf8," +
+        encodeURIComponent(
+          `<svg xmlns='http://www.w3.org/2000/svg' width='180' height='180'>
+            <rect width='100%' height='100%' rx='28' fill='#f7f2ef' stroke='#ff7aa2' stroke-width='3'/>
+            <text x='50%' y='50%' dominant-baseline='middle' text-anchor='middle'
+                  font-family='Space Grotesk' font-size='18' fill='#221830'>${name}</text>
+          </svg>`
+        );
+    }
+  };
+  img.src = sources[0];
+}
+
+function hpColor(value) {
+  if (value <= 20) return "#ff6b7a";
+  if (value <= 50) return "#ffd166";
+  return "#6de29c";
+}
+
+function setHp(target, label, hp) {
+  const value = Number.isFinite(hp) ? Math.max(0, Math.min(100, hp)) : 0;
+  target.style.width = `${value}%`;
+  target.style.background = `linear-gradient(90deg, ${hpColor(value)} 0%, ${value <= 20 ? "#ff8793" : value <= 50 ? "#ffe29b" : "#9af0b5"} 100%)`;
+  label.textContent = `${Math.round(value)}%`;
+}
+
+function actionText(label, action) {
+  if (!action) return `${label}: unknown`;
+  const type = action.action || action.type || "?";
+  return `${label}: ${type} - ${action.choice || "?"}`;
+}
+
+function renderChips(container, items, activeName = null, hidden = 0, formatter = (x) => x) {
+  container.innerHTML = "";
+  items.forEach((item) => {
+    const value = formatter(item);
+    const chip = document.createElement("span");
+    chip.className = "chip";
+    if (typeof item === "string" && item === activeName) chip.classList.add("active");
+    if (item?.action) chip.classList.add(item.action);
+    chip.textContent = value;
+    container.appendChild(chip);
+  });
+  for (let i = 0; i < hidden; i += 1) {
+    const chip = document.createElement("span");
+    chip.className = "chip hidden";
+    chip.textContent = "Unknown";
+    container.appendChild(chip);
+  }
+}
+
+function revealedOpponent(turnNumber) {
+  const revealed = [];
+  replayState.data.turns.slice(0, turnNumber).forEach((turn) => {
+    [turn.opponent_active_before.name, turn.opponent_active_after.name].forEach((name) => {
+      if (name && name !== "unknown" && !revealed.includes(name)) revealed.push(name);
+    });
+  });
+  return revealed;
+}
+
+function renderSummary() {
+  const { meta, teams } = replayState.data;
+  const playerTeam = teams.player.map((m) => m.name).join(", ");
+  const opponentTeam = teams.opponent.map((m) => m.name).join(", ");
+  const lines = [
+    ["Outcome", String(meta.outcome || "unknown").toUpperCase()],
+    ["Total Turns", String(meta.total_turns || 0)],
+    ["Total Reward", Number(meta.total_reward || 0).toFixed(2)],
+    ["Player Team", playerTeam],
+    ["Opponent Team", opponentTeam],
+    ["Model", meta.model || "Unknown"],
+  ];
+  el.summaryLines.innerHTML = lines
+    .map(
+      ([label, value]) =>
+        `<div class="summary-line"><span class="label">${label}:</span><span class="value">${value}</span></div>`
+    )
+    .join("");
+}
+
+function renderTurn(turnIndex) {
+  if (!replayState.data) return;
+  const turns = replayState.data.turns;
+  const turn = turns[Math.max(0, Math.min(turns.length - 1, turnIndex - 1))];
+  replayState.currentTurn = turn.turn;
+  el.turnInput.value = String(turn.turn);
+
+  const pBefore = turn.player_active_before;
+  const pAfter = turn.player_active_after?.name !== "unknown" ? turn.player_active_after : pBefore;
+  const oBefore = turn.opponent_active_before;
+  const oAfter = turn.opponent_active_after?.name !== "unknown" ? turn.opponent_active_after : oBefore;
+
+  el.landingCard.classList.add("is-hidden");
+  el.battleScreen.classList.remove("is-hidden");
+
+  el.turnTitle.textContent = `Turn ${turn.turn} Replay`;
+  el.battleSubtitle.textContent = replayState.frameMode
+    ? "Frame-by-frame inspection mode"
+    : "Autoplay battle replay";
+  el.metaOutcome.textContent = String(replayState.data.meta.outcome || "unknown").toUpperCase();
+  el.metaTotalReward.textContent = Number(replayState.data.meta.total_reward || 0).toFixed(2);
+
+  el.playerName.textContent = pAfter.name;
+  el.playerStatus.textContent = pAfter.status;
+  el.playerTransition.textContent = pBefore.name !== pAfter.name ? `Started turn as ${pBefore.name}` : "";
+  applySprite(el.playerSprite, pAfter.name, true);
+  setHp(el.playerHpBar, el.playerHpLabel, pAfter.hp);
+
+  el.opponentName.textContent = oAfter.name;
+  el.opponentStatus.textContent = oAfter.status;
+  el.opponentTransition.textContent = oBefore.name !== oAfter.name ? `Started turn as ${oBefore.name}` : "";
+  applySprite(el.opponentSprite, oAfter.name, false);
+  setHp(el.opponentHpBar, el.opponentHpLabel, oAfter.hp);
+
+  el.modelAction.textContent = actionText("Model", turn.player_action);
+  el.opponentAction.textContent = actionText("Opponent", turn.opponent_action);
+  el.rewardLine.textContent = `Reward: ${Number(turn.reward || 0).toFixed(2)} | Cumulative: ${Number(turn.cumulative_reward || 0).toFixed(2)}`;
+
+  el.commentaryList.innerHTML = "";
+  (turn.commentary || []).slice(0, 8).forEach((line) => {
+    const li = document.createElement("li");
+    li.textContent = line;
+    el.commentaryList.appendChild(li);
+  });
+
+  renderChips(el.playerTeam, replayState.data.teams.player.map((m) => m.name), pAfter.name);
+  const knownOpp = revealedOpponent(turn.turn);
+  renderChips(el.opponentTeam, knownOpp, oAfter.name, Math.max(0, 6 - knownOpp.length));
+  renderChips(
+    el.validActions,
+    turn.valid_actions || [],
+    null,
+    0,
+    (action) => `${action.action}: ${action.choice}`
+  );
+}
+
+function stopAutoplay() {
+  if (replayState.autoplayTimer) {
+    clearTimeout(replayState.autoplayTimer);
+    replayState.autoplayTimer = null;
+  }
+}
+
+function stepTo(turnNumber) {
+  stopAutoplay();
+  replayState.frameMode = true;
+  renderTurn(turnNumber);
+}
+
+function autoplayFrom(turnNumber = 1) {
+  stopAutoplay();
+  replayState.frameMode = false;
+  let index = Math.max(1, turnNumber);
+
+  const tick = () => {
+    renderTurn(index);
+    if (index >= replayState.data.turns.length) {
+      replayState.autoplayTimer = null;
+      return;
+    }
+    const delay = Number(el.speed.value || 2.5) * 1000;
+    index += 1;
+    replayState.autoplayTimer = setTimeout(tick, delay);
+  };
+
+  tick();
+}
+
+function activateTab(name) {
+  el.tabs.forEach((tab) => tab.classList.toggle("is-active", tab.dataset.tab === name));
+  el.panels.forEach((panel) => panel.classList.toggle("is-active", panel.id === `tab-${name}`));
+}
+
+async function boot() {
+  const res = await fetch("/api/replay");
+  replayState.data = await res.json();
+  renderSummary();
+  activateTab("replay");
+}
+
+el.tabs.forEach((tab) => {
+  tab.addEventListener("click", () => activateTab(tab.dataset.tab));
+});
+
+el.speed.addEventListener("input", () => {
+  el.speedValue.textContent = `${Number(el.speed.value).toFixed(1)}s`;
+});
+
+el.startBtn.addEventListener("click", () => autoplayFrom(1));
+el.frameBtn.addEventListener("click", () => stepTo(1));
+el.prevBtn.addEventListener("click", () => stepTo(replayState.currentTurn - 1));
+el.nextBtn.addEventListener("click", () => stepTo(replayState.currentTurn + 1));
+el.jumpBtn.addEventListener("click", () => stepTo(Number(el.turnInput.value || 1)));
+el.turnInput.addEventListener("keydown", (event) => {
+  if (event.key === "Enter") stepTo(Number(el.turnInput.value || 1));
+});
+
+boot();

static/index.html

@@ -0,0 +1,197 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>OpenEnv-WolfeClick</title>
+    <link rel="preconnect" href="https://fonts.googleapis.com" />
+    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
+    <link
+      href="https://fonts.googleapis.com/css2?family=Press+Start+2P&family=Space+Grotesk:wght@400;500;700&display=swap"
+      rel="stylesheet"
+    />
+    <link rel="stylesheet" href="/static/styles.css" />
+  </head>
+  <body>
+    <div class="page-shell">
+      <header class="hero">
+        <div class="hero__glow"></div>
+        <h1>OpenEnv-WolfeClick</h1>
+        <p>Watch how our fine-tuned model plays Pokemon.</p>
+      </header>
+
+      <nav class="top-tabs" aria-label="Primary">
+        <button class="top-tab is-active" data-tab="replay">Battle Replay</button>
+        <button class="top-tab" data-tab="design">Environment Design</button>
+        <button class="top-tab" data-tab="start">Get Started</button>
+      </nav>
+
+      <main>
+        <section id="tab-replay" class="tab-panel is-active">
+          <div class="replay-layout">
+            <section class="battle-column">
+              <div id="landing-card" class="landing-card">
+                <div class="landing-card__inner">
+                  <h2>Watch how our fine-tuned model plays Pokemon</h2>
+                  <p>
+                    Start the replay to watch the full battle automatically, or switch to
+                    frame-by-frame mode to inspect the exact state, legal actions, and decisions
+                    on each turn.
+                  </p>
+                </div>
+              </div>
+
+              <div id="battle-screen" class="battle-screen is-hidden">
+                <div class="battle-screen__top">
+                  <div>
+                    <div id="turn-title" class="battle-title">Turn 1 Replay</div>
+                    <div id="battle-subtitle" class="battle-subtitle">Model-visible strategic replay</div>
+                  </div>
+                  <div class="battle-meta">
+                    <div><span>Outcome</span><strong id="meta-outcome">WON</strong></div>
+                    <div><span>Total Reward</span><strong id="meta-total-reward">0.00</strong></div>
+                  </div>
+                </div>
+
+                <div class="arena-grid">
+                  <article class="battle-card">
+                    <div class="battle-card__header">
+                      <h3 id="player-name">Player</h3>
+                      <span id="player-status" class="status-pill">Healthy</span>
+                    </div>
+                    <div id="player-transition" class="transition-line"></div>
+                    <div class="sprite-frame">
+                      <img id="player-sprite" alt="Player Pokemon" />
+                    </div>
+                    <div id="player-hp-bar" class="hp-bar"><span></span></div>
+                    <div id="player-hp-label" class="hp-label">100%</div>
+                  </article>
+
+                  <article class="battle-card">
+                    <div class="battle-card__header">
+                      <h3 id="opponent-name">Opponent</h3>
+                      <span id="opponent-status" class="status-pill">Healthy</span>
+                    </div>
+                    <div id="opponent-transition" class="transition-line"></div>
+                    <div class="sprite-frame">
+                      <img id="opponent-sprite" alt="Opponent Pokemon" />
+                    </div>
+                    <div id="opponent-hp-bar" class="hp-bar"><span></span></div>
+                    <div id="opponent-hp-label" class="hp-label">100%</div>
+                  </article>
+                </div>
+
+                <div class="detail-grid">
+                  <article class="panel-card">
+                    <h4>Turn Actions</h4>
+                    <div id="model-action" class="action-line"></div>
+                    <div id="opponent-action" class="action-line"></div>
+                    <div id="reward-line" class="reward-line"></div>
+                  </article>
+
+                  <article class="panel-card">
+                    <h4>Turn Commentary</h4>
+                    <ul id="commentary-list" class="commentary-list"></ul>
+                  </article>
+                </div>
+
+                <div class="detail-grid">
+                  <article class="panel-card">
+                    <h4>Model Visible Team State</h4>
+                    <div class="state-label">Your Team</div>
+                    <div id="player-team" class="chip-row"></div>
+                    <div class="state-label">Opponent Revealed So Far</div>
+                    <div id="opponent-team" class="chip-row"></div>
+                  </article>
+
+                  <article class="panel-card">
+                    <h4>Legal Actions This Turn</h4>
+                    <div id="valid-actions" class="chip-row"></div>
+                  </article>
+                </div>
+              </div>
+            </section>
+
+            <aside class="sidebar">
+              <section class="sidebar-card">
+                <h3>Replay Summary</h3>
+                <div id="summary-lines" class="summary-lines"></div>
+              </section>
+
+              <section class="sidebar-card">
+                <label class="control-label" for="speed">Autoplay Speed</label>
+                <div class="speed-row">
+                  <input id="speed" type="range" min="1" max="10" step="0.5" value="2.5" />
+                  <span id="speed-value" class="speed-value">2.5s</span>
+                </div>
+              </section>
+
+              <section class="sidebar-card action-stack">
+                <button id="start-btn" class="btn btn--primary">Start Game</button>
+                <button id="frame-btn" class="btn btn--secondary">View Frame by Frame</button>
+              </section>
+
+              <section class="sidebar-card navigator-card">
+                <div class="navigator-top">
+                  <button id="prev-btn" class="btn btn--icon" aria-label="Previous turn">◀</button>
+                  <div class="turn-box">
+                    <label class="control-label" for="turn-input">Turn</label>
+                    <input id="turn-input" type="number" min="1" step="1" value="1" />
+                  </div>
+                  <button id="next-btn" class="btn btn--icon" aria-label="Next turn">▶</button>
+                </div>
+                <button id="jump-btn" class="btn btn--secondary btn--wide">Jump To Turn</button>
+              </section>
+            </aside>
+          </div>
+        </section>
+
+        <section id="tab-design" class="tab-panel content-page">
+          <article class="content-card">
+            <h2>Environment Design</h2>
+            <p>
+              OpenEnv-WolfeClick wraps competitive Pokemon Showdown as an OpenEnv-compatible
+              environment.
+            </p>
+            <p>The model receives:</p>
+            <ul>
+              <li>the active field</li>
+              <li>the full self roster</li>
+              <li>revealed opponent history</li>
+              <li>the exact legal actions for the turn</li>
+            </ul>
+            <p>It must emit exactly one JSON action:</p>
+            <pre><code>{"action": "move" | "switch", "choice": "Exact Name of Move or Pokemon"}</code></pre>
+            <p>
+              The training loop then collects real trajectories from live battles and applies GRPO
+              to improve the action policy on those rollouts.
+            </p>
+          </article>
+        </section>
+
+        <section id="tab-start" class="tab-panel content-page">
+          <article class="content-card">
+            <h2>Get Started</h2>
+            <h3>Record a real battle</h3>
+            <pre><code>python record_battle.py --revision grpo-qwen3-4b-run3 --output battle_logs/raw_battle.json</code></pre>
+            <h3>Convert it for replay</h3>
+            <pre><code>python convert_battle_log.py --input battle_logs/raw_battle.json --output battle_logs/replay_battle.json</code></pre>
+            <h3>Launch locally</h3>
+            <pre><code>uv venv
+source .venv/bin/activate
+uv pip install -r requirements_space.txt
+uvicorn space_app:app --reload --host 0.0.0.0 --port 7860</code></pre>
+            <h3>Included notebooks</h3>
+            <ul>
+              <li><code>trainer.ipynb</code></li>
+              <li><code>watch_battle.ipynb</code></li>
+              <li><code>benchmarks/benchmark.ipynb</code></li>
+            </ul>
+          </article>
+        </section>
+      </main>
+    </div>
+
+    <script src="/static/app.js" type="module"></script>
+  </body>
+  </html>

static/styles.css

@@ -0,0 +1,592 @@
+:root {
+  --bg-0: #07131e;
+  --bg-1: #0a1c1b;
+  --bg-2: #081520;
+  --accent: #d24d73;
+  --accent-2: #ff7aa2;
+  --accent-3: #702845;
+  --panel: rgba(15, 20, 37, 0.82);
+  --panel-border: rgba(255, 122, 162, 0.24);
+  --panel-soft: rgba(255, 255, 255, 0.03);
+  --card-light: #f7f2ef;
+  --card-text: #182030;
+  --text: #f7edf2;
+  --text-soft: #f6cfdc;
+  --muted: #b48898;
+  --success: #6de29c;
+  --warn: #ffd166;
+  --danger: #ff6b7a;
+}
+
+* { box-sizing: border-box; }
+
+html, body {
+  margin: 0;
+  min-height: 100%;
+  background:
+    radial-gradient(circle at top left, rgba(210, 77, 115, 0.14), transparent 20%),
+    radial-gradient(circle at top right, rgba(255, 122, 162, 0.11), transparent 18%),
+    linear-gradient(180deg, var(--bg-1) 0%, var(--bg-0) 46%, #050c15 100%);
+  color: var(--text);
+  font-family: "Space Grotesk", sans-serif;
+}
+
+body {
+  background-attachment: fixed;
+}
+
+.page-shell {
+  max-width: 1320px;
+  margin: 0 auto;
+  padding: 20px 20px 28px;
+}
+
+.hero {
+  position: relative;
+  overflow: hidden;
+  padding: 18px 20px 14px;
+  border-radius: 8px;
+  background:
+    radial-gradient(circle at 15% 50%, rgba(210, 77, 115, 0.15), transparent 22%),
+    radial-gradient(circle at 85% 50%, rgba(255, 122, 162, 0.12), transparent 20%),
+    linear-gradient(90deg, rgba(255,255,255,0.02), rgba(255,255,255,0.00));
+  border: 1px solid rgba(255,255,255,0.06);
+  margin-bottom: 16px;
+}
+
+.hero__glow {
+  position: absolute;
+  inset: 0 auto auto 0;
+  width: 180px;
+  height: 180px;
+  background: radial-gradient(circle, rgba(255, 122, 162, 0.18), transparent 72%);
+  pointer-events: none;
+}
+
+.hero h1,
+.top-tab,
+.battle-title,
+.battle-meta strong,
+.battle-card h3,
+.panel-card h4,
+.sidebar-card h3,
+.control-label,
+.content-card h2,
+.content-card h3,
+.btn {
+  font-family: "Press Start 2P", monospace;
+}
+
+.hero h1 {
+  margin: 0 0 12px;
+  font-size: 44px;
+  line-height: 1.1;
+  color: var(--text);
+}
+
+.hero p {
+  margin: 0;
+  font-size: 16px;
+  color: var(--text-soft);
+}
+
+.top-tabs {
+  display: flex;
+  gap: 14px;
+  padding: 0 6px;
+  margin-bottom: 16px;
+  border-bottom: 1px solid rgba(255,255,255,0.10);
+}
+
+.top-tab {
+  cursor: pointer;
+  background: transparent;
+  color: rgba(255,255,255,0.9);
+  border: none;
+  border-bottom: 4px solid transparent;
+  padding: 12px 14px 10px;
+  font-size: 14px;
+}
+
+.top-tab:hover,
+.top-tab.is-active {
+  color: var(--accent-2);
+  border-bottom-color: var(--accent-2);
+}
+
+.tab-panel { display: none; }
+.tab-panel.is-active { display: block; }
+
+.replay-layout {
+  display: grid;
+  grid-template-columns: minmax(0, 1.8fr) minmax(320px, 0.78fr);
+  gap: 16px;
+  align-items: start;
+}
+
+.battle-column,
+.sidebar {
+  display: grid;
+  gap: 14px;
+}
+
+.battle-screen,
+.landing-card,
+.sidebar-card {
+  position: relative;
+  overflow: visible;
+}
+
+.battle-screen::before,
+.landing-card::before,
+.sidebar-card::before {
+  content: none;
+}
+
+.battle-screen,
+.landing-card {
+  padding: 14px;
+}
+
+.landing-card__inner {
+  position: relative;
+  z-index: 1;
+  padding: 0;
+}
+
+.landing-card h2 {
+  margin: 0 0 12px;
+  font-size: 30px;
+  line-height: 1.25;
+  max-width: 13ch;
+}
+
+.landing-card p {
+  font-family: "Press Start 2P", monospace;
+  margin: 0;
+  font-size: 15px;
+  line-height: 1.8;
+  color: var(--text-soft);
+  max-width: 28ch;
+}
+
+.battle-screen.is-hidden,
+.landing-card.is-hidden {
+  display: none;
+}
+
+.battle-screen__top {
+  display: flex;
+  justify-content: space-between;
+  align-items: flex-start;
+  gap: 14px;
+  margin-bottom: 14px;
+}
+
+.battle-title {
+  font-size: 26px;
+  line-height: 1.2;
+}
+
+.battle-subtitle {
+  margin-top: 6px;
+  font-size: 14px;
+  color: var(--muted);
+}
+
+.battle-meta {
+  display: grid;
+  gap: 8px;
+  text-align: right;
+}
+
+.battle-meta div {
+  display: grid;
+  gap: 6px;
+}
+
+.battle-meta span {
+  font-size: 11px;
+  color: var(--text-soft);
+  text-transform: uppercase;
+  letter-spacing: 0.12em;
+}
+
+.battle-meta strong {
+  font-size: 14px;
+  color: var(--text);
+}
+
+.arena-grid,
+.detail-grid {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 12px;
+  margin-bottom: 12px;
+}
+
+.battle-card,
+.panel-card {
+  position: relative;
+  z-index: 1;
+  border-radius: 6px;
+  background: linear-gradient(180deg, var(--card-light), #efe8e4);
+  border: 1px solid rgba(255, 122, 162, 0.16);
+  color: var(--card-text);
+}
+
+.battle-card {
+  padding: 14px;
+}
+
+.panel-card {
+  padding: 14px 14px 12px;
+}
+
+.battle-card__header {
+  display: flex;
+  justify-content: space-between;
+  gap: 12px;
+  align-items: flex-start;
+  margin-bottom: 8px;
+}
+
+.battle-card h3,
+.panel-card h4 {
+  margin: 0;
+  color: #221830;
+}
+
+.battle-card h3 { font-size: 26px; line-height: 1.2; }
+.panel-card h4 { font-size: 15px; margin-bottom: 10px; }
+
+.battle-card h3 { font-size: 20px; line-height: 1.2; }
+
+.status-pill {
+  padding: 7px 10px;
+  border-radius: 4px;
+  background: linear-gradient(180deg, #2f2336, #1a1322);
+  color: var(--text);
+  font-size: 10px;
+  white-space: nowrap;
+}
+
+.transition-line {
+  min-height: 18px;
+  font-size: 12px;
+  color: #70546b;
+  margin-bottom: 6px;
+}
+
+.sprite-frame {
+  height: 164px;
+  display: grid;
+  place-items: center;
+}
+
+.sprite-frame img {
+  width: 136px;
+  height: 136px;
+  object-fit: contain;
+  image-rendering: pixelated;
+}
+
+.sprite-frame img.player-sprite {
+  transform: scaleX(-1);
+}
+
+.hp-bar {
+  height: 16px;
+  border-radius: 4px;
+  background: #281d33;
+  border: 2px solid rgba(255, 122, 162, 0.18);
+  overflow: hidden;
+}
+
+.hp-bar span {
+  display: block;
+  height: 100%;
+  width: 100%;
+  background: linear-gradient(90deg, var(--accent) 0%, var(--accent-2) 100%);
+}
+
+.hp-label {
+  margin-top: 8px;
+  font-size: 13px;
+  color: #47354d;
+}
+
+.action-line,
+.reward-line,
+.state-label,
+.summary-lines,
+.commentary-list,
+.chip-row,
+.content-card p,
+.content-card li,
+.content-card code,
+.content-card pre {
+  font-size: 15px;
+}
+
+.action-line + .action-line {
+  margin-top: 8px;
+}
+
+.reward-line {
+  margin-top: 12px;
+  color: #5b2238;
+  font-weight: 700;
+}
+
+.commentary-list {
+  margin: 0;
+  padding-left: 18px;
+  line-height: 1.5;
+}
+
+.state-label {
+  color: #6b5167;
+  margin-bottom: 8px;
+}
+
+.state-label + .chip-row {
+  margin-bottom: 10px;
+}
+
+.chip-row {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+}
+
+.chip {
+  padding: 6px 8px;
+  border-radius: 4px;
+  border: 1px solid rgba(210, 77, 115, 0.24);
+  background: rgba(255,255,255,0.72);
+  color: #281d33;
+}
+
+.chip.active {
+  background: linear-gradient(180deg, rgba(255, 122, 162, 0.16), rgba(210, 77, 115, 0.12));
+  border-color: rgba(210, 77, 115, 0.42);
+  font-weight: 700;
+}
+
+.chip.hidden {
+  color: #7b667b;
+  border-style: dashed;
+}
+
+.chip.move {
+  background: rgba(255, 122, 162, 0.10);
+}
+
+.chip.switch {
+  background: rgba(210, 77, 115, 0.08);
+}
+
+.sidebar-card {
+  padding: 0;
+}
+
+.sidebar-card h3 {
+  margin: 0 0 10px;
+  font-size: 15px;
+}
+
+.summary-lines {
+  display: grid;
+  gap: 8px;
+  color: var(--text);
+  font-family: "Press Start 2P", monospace;
+}
+
+.summary-line .label {
+  color: var(--text-soft);
+  margin-right: 8px;
+  font-weight: 700;
+  font-family: "Press Start 2P", monospace;
+  font-size: 10px;
+}
+
+.summary-line .value {
+  color: var(--text);
+  font-family: "Press Start 2P", monospace;
+  font-size: 10px;
+  font-weight: 600;
+}
+
+.summary-card-inner {
+  position: relative;
+  z-index: 1;
+  border-radius: 6px;
+  background: linear-gradient(180deg, var(--card-light), #efe8e4);
+  color: var(--card-text);
+  border: 1px solid rgba(255, 122, 162, 0.16);
+  padding: 14px;
+}
+
+.summary-card-inner h3 { color: #221830; }
+
+.control-label {
+  display: block;
+  margin-bottom: 8px;
+  font-size: 11px;
+  color: var(--text-soft);
+}
+
+.speed-row {
+  display: grid;
+  grid-template-columns: 1fr auto;
+  gap: 10px;
+  align-items: center;
+}
+
+.speed-row input[type="range"] {
+  width: 100%;
+  accent-color: var(--accent);
+}
+
+.speed-value {
+  font-family: "Press Start 2P", monospace;
+  font-size: 10px;
+  color: var(--text);
+}
+
+.action-stack,
+.navigator-card {
+  display: grid;
+  gap: 10px;
+}
+
+.navigator-top {
+  display: grid;
+  grid-template-columns: 52px 1fr 52px;
+  gap: 10px;
+  align-items: center;
+}
+
+.turn-box {
+  display: grid;
+  gap: 8px;
+}
+
+.turn-box input {
+  font-family: "Press Start 2P", monospace;
+  width: 100%;
+  border-radius: 4px;
+  border: 1px solid rgba(255, 122, 162, 0.18);
+  background: rgba(255,255,255,0.08);
+  color: var(--text);
+  padding: 12px 10px;
+  font-size: 14px;
+}
+
+.btn {
+  cursor: pointer;
+  border: 1px solid rgba(255, 122, 162, 0.28);
+  border-radius: 4px;
+  padding: 14px 16px;
+  font-size: 14px;
+  line-height: 1.2;
+  color: var(--text);
+  background: linear-gradient(180deg, rgba(33, 18, 41, 0.95), rgba(16, 11, 24, 0.95));
+  box-shadow: 0 12px 28px rgba(0,0,0,0.22);
+}
+
+.btn:hover {
+  transform: translateY(-1px);
+  box-shadow: 0 18px 34px rgba(0,0,0,0.28);
+}
+
+.btn--primary {
+  background: linear-gradient(180deg, var(--accent-2), var(--accent));
+}
+
+.btn--secondary {
+  background: linear-gradient(180deg, rgba(39, 24, 46, 0.98), rgba(20, 13, 26, 0.98));
+}
+
+.btn--icon {
+  padding: 14px 0;
+}
+
+.btn--wide {
+  width: 100%;
+}
+
+.content-page {
+  max-width: 1120px;
+}
+
+.content-card {
+  padding: 0;
+  background: transparent;
+  border: none;
+  box-shadow: none;
+  overflow: visible;
+}
+
+.content-card,
+.content-card * {
+  color: var(--text) !important;
+}
+
+.content-card h2,
+.content-card h3 {
+  margin-top: 0;
+  color: var(--text);
+  font-family: "Press Start 2P", monospace;
+}
+
+.content-card h2 { font-size: 22px; }
+.content-card h3 { font-size: 14px; margin-top: 20px; }
+
+.content-card p,
+.content-card li,
+.content-card ul,
+.content-card ol {
+  font-family: "Press Start 2P", monospace;
+  color: var(--text-soft) !important;
+  line-height: 1.5;
+}
+
+.content-card p,
+.content-card li {
+  font-size: 12px;
+}
+
+.content-card pre,
+.content-card code {
+  font-family: "Press Start 2P", monospace;
+  color: var(--text) !important;
+}
+
+.content-card code {
+  font-size: 12px;
+}
+
+.content-card pre {
+  background: rgba(255,255,255,0.05);
+  border: 1px solid rgba(255, 122, 162, 0.16);
+  border-radius: 4px;
+  padding: 14px;
+  overflow: auto;
+  box-shadow: 0 10px 24px rgba(0,0,0,0.18);
+}
+
+@media (max-width: 1120px) {
+  .replay-layout { grid-template-columns: 1fr; }
+}
+
+@media (max-width: 760px) {
+  .page-shell { padding: 18px 16px 32px; }
+  .hero h1 { font-size: 30px; }
+  .landing-card h2 { font-size: 24px; }
+  .landing-card p { font-size: 18px; }
+  .arena-grid,
+  .detail-grid { grid-template-columns: 1fr; }
+  .navigator-top { grid-template-columns: 1fr; }
+}