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feat(strategy): add aggressive multiplier-focused strategy
Add a new "aggressive" strategy that prioritizes: - Aggressive early rerolling to find scaling/xMult jokers - Multiplier stacking over conservative economy - Committing hard to one hand type - Embracing high-risk options like Spectral cards - Power over safety philosophy Includes all 5 required files: - manifest.json with aggressive/multiplier/risk-taking tags - STRATEGY.md.jinja with complete aggressive playstyle guide - GAMESTATE.md.jinja (shared with default) - MEMORY.md.jinja (shared with default) - TOOLS.json (shared with default) https://claude.ai/code/session_01668Z1Lntu7kR56RPL6yX3g
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‎src/balatrollm/strategies/aggressive/GAMESTATE.md.jinja‎

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# Current Game State
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{% if G.state == "SELECTING_HAND" -%}
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- **Phase**: Playing Phase (gamestate is SELECTING_HAND)
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- **Round**: {{ G.round_num }}
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- **Ante**: {{ G.ante_num }}/8
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- **Money**: ${{ G.money }}
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- **Hands left**: {{ G.round.hands_left }}/{{ G.round.hands_left + G.round.hands_played }}
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- **Discards left**: {{ G.round.discards_left }}/{{ G.round.discards_left + G.round.discards_used }}
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- **Current Blind**: {% if G.blinds.small.status == "CURRENT" %}Small{% elif G.blinds.big.status == "CURRENT" %}Big{% elif G.blinds.boss.status == "CURRENT" %}Boss ({{ G.blinds.boss.name }}: {{ G.blinds.boss.effect }}){% endif %}
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- **Target Score**: {% if G.blinds.small.status == "CURRENT" %}{{ G.blinds.small.score }}{% elif G.blinds.big.status == "CURRENT" %}{{ G.blinds.big.score }}{% elif G.blinds.boss.status == "CURRENT" %}{{ G.blinds.boss.score }}{% endif %}
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- **Current Score**: {{ G.round.chips }}
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{%- elif G.state == "SHOP" %}
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- **Phase**: Shop Phase (gamestate is SHOP)
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- **Round**: {{ G.round_num }}
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- **Ante**: {{ G.ante_num }}/8
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- **Money**: ${{ G.money }}
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{%- elif G.state == "BLIND_SELECT" %}
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- **Phase**: Blind Selection (gamestate is BLIND_SELECT)
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- **Round**: {{ G.round_num }}
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- **Ante**: {{ G.ante_num }}/8
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- **Money**: ${{ G.money }}
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{%- endif %}
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- **Deck**: {{ G.deck }}
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- **Stake**: {{ G.stake }}
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{% if G.seed %}- **Seed**: {{ G.seed }}{% endif %}
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## Jokers
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The current Jokers count is {{ G.jokers.count }}/{{ G.jokers.limit }}.
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{% for j in G.jokers.cards -%}
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{% if not j.state.hidden %}
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- {{ loop.index0 }}: {{ j.label }} ({{ j.value.effect }})
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- **Sell value**: ${{ j.cost.sell }}
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{%- if j.modifier.edition %}
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- **{{ j.modifier.edition }} Edition**
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{%- endif %}
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{%- if j.modifier.eternal %}
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- **Eternal**: cannot be sold or destroyed
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{%- endif %}
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{%- if j.modifier.perishable %}
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- **Perishable**: {{ j.modifier.perishable }} rounds remaining
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{%- endif %}
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{%- if j.modifier.rental %}
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- **Rental**: costs $1 per round
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{%- endif %}
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{%- if j.state.debuff %}
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- **Debuff**: this joker is debuffed so its effect is disabled
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{%- endif %}
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{%- else %}
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- {{ loop.index0 }}: the joker is face down
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{%- endif %}
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{%- endfor %}
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## Consumables
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The current Consumables count is {{ G.consumables.count }}/{{ G.consumables.limit }}.
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{% for c in G.consumables.cards -%}
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{% if not c.state.hidden %}
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- {{ loop.index0 }}: {{ c.label }} ({{ c.value.effect }})
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- **Sell value**: ${{ c.cost.sell }}
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{%- if c.modifier.edition %}
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- **{{ c.modifier.edition }} Edition**
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{%- endif %}
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{%- if c.state.debuff %}
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- **Debuff**: this consumable is debuffed so its effect is disabled
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{%- endif %}
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{%- else %}
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- {{ loop.index0 }}: the consumable is face down
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{%- endif %}
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{%- endfor %}
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{% if G.used_vouchers|length > 0 -%}
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## Vouchers
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Here is the list of vouchers redeemed during the run:
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{% for name, effect in G.used_vouchers.items() -%}
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- {{ name }}: {{ effect }}
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{% endfor -%}
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{% endif -%}
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## Poker Hands
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Here is a list of the poker hands and their levels:
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{% for name, hand in G.hands.items() -%}
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- **{{ name }}** (Level {{ hand.level }}):
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- **Chips**: {{ hand.chips }}
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- **Mult**: {{ hand.mult }}
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- **Example**: `{% for c in hand.example %}{{ c[0] }}{% if not c[1] %} (not scored){% endif %}{% if not loop.last %}, {% endif %}{% endfor %}`
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- During this run you have played {{ name }} {{ hand.played }} times, {{ hand.played_this_round }} of which were played this round.
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{% endfor %}
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{% if G.state == "SELECTING_HAND" -%}
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## Current Hand
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The current card count is {{ G.hand.count }} / {{ G.hand.limit }}
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**CRITICAL LIMIT: You can play or discard MAXIMUM {{ G.hand.highlighted_limit }} cards per action - NEVER MORE THAN {{ G.hand.highlighted_limit }} CARDS (this is an absolute game rule).**
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{% for c in G.hand.cards %}
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{%- if not c.state.hidden %}
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{%- if c.modifier.enhancement == "STONE" %}
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- {{ loop.index0 }}: this is a stone card (no suit and no rank)
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{%- else %}
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- {{ loop.index0 }}: {{ c.value.rank }} of {{ c.value.suit }} (`{{ c.key }}`)
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{%- if c.modifier.edition %}
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- **{{ c.modifier.edition }} Edition**
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{%- endif %}
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{%- if c.modifier.enhancement %}
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- **{{ c.modifier.enhancement }} Enhancement**
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{%- endif %}
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{%- if c.modifier.seal %}
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- **{{ c.modifier.seal }} Seal**
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{%- endif %}
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{%- if c.state.debuff %}
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- **Debuff**: this card is debuffed and will not be counted in scoring
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{%- endif %}
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{%- endif %}
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{%- else %}
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- {{ loop.index0 }}: the card is face down
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{%- endif %}
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{%- endfor %}
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{%- endif %}
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{% if G.state == "SHOP" -%}
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## Shop
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Here are the available cards in the shop:
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{% for card in G.shop.cards -%}
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{% if not card.state.hidden %}
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{%- if card.set == "JOKER" %}
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- {{ loop.index0 }}: {{ card.label }} ({{ card.value.effect }})
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- **Set**: Joker
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- **Cost**: ${{ card.cost.buy }}
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- **Sell value**: ${{ card.cost.sell }}
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{%- if card.modifier.edition %}
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- **{{ card.modifier.edition }} Edition**
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{%- endif %}
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{%- if card.state.debuff %}
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- **Debuff**: this card is debuffed
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{%- endif %}
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{%- elif card.set in ["TAROT", "PLANET", "SPECTRAL"] %}
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- {{ loop.index0 }}: {{ card.label }} ({{ card.value.effect }})
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- **Set**: {{ card.set|title }}
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- **Cost**: ${{ card.cost.buy }}
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- **Sell value**: ${{ card.cost.sell }}
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{%- if card.state.debuff %}
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- **Debuff**: this card is debuffed
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{%- endif %}
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{%- elif card.set in ["DEFAULT", "ENHANCED"] %}
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{%- if card.modifier.enhancement == "STONE" %}
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- {{ loop.index0 }}: this is a stone card (no suit and no rank)
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- **Set**: Playing Card
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- **Cost**: ${{ card.cost.buy }}
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- **Sell value**: ${{ card.cost.sell }}
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{%- else %}
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- {{ loop.index0 }}: {{ card.value.rank }} of {{ card.value.suit }} (`{{ card.key }}`)
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- **Set**: Playing Card
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- **Cost**: ${{ card.cost.buy }}
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- **Sell value**: ${{ card.cost.sell }}
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{%- if card.modifier.edition %}
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- **{{ card.modifier.edition }} Edition**
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{%- endif %}
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{%- if card.modifier.enhancement %}
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- **{{ card.modifier.enhancement }} Enhancement**
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{%- endif %}
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{%- if card.modifier.seal %}
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- **{{ card.modifier.seal }} Seal**
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{%- endif %}
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{%- if card.state.debuff %}
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- **Debuff**: this card is debuffed
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{%- endif %}
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{%- endif %}
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{%- endif %}
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{%- else %}
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- {{ loop.index0 }}: the card is face down
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{%- endif %}
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{%- endfor %}
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The cost of the reroll is ${{ G.round.reroll_cost }}.
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{% if G.vouchers.cards %}
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Here are the vouchers that can be redeemed:
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{% for voucher in G.vouchers.cards -%}
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{%- if not voucher.state.hidden %}
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- {{ loop.index0 }}: {{ voucher.label }} ({{ voucher.value.effect }})
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- **Cost**: ${{ voucher.cost.buy }}
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{%- else %}
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- {{ loop.index0 }}: the voucher is face down
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{%- endif %}
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{%- endfor %}
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{% endif %}
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{% if G.packs.cards %}
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### Booster Packs
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{% for pack in G.packs.cards -%}
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- {{ loop.index0 }}: **{{ pack.label }}**
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- **Effect**: {{ pack.value.effect }}
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- **Cost**: ${{ pack.cost.buy }}
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{% endfor %}
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{% endif %}
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{%- endif %}
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{% if G.state == "SMODS_BOOSTER_OPENED" -%}
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## Pack Selection
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You have opened a booster pack. Choose a card or skip.
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### Available Cards in Pack
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{% for card in G.pack.cards -%}
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{% if card.set == "JOKER" %}
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- {{ loop.index0 }}: **{{ card.label }}** (Joker)
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- **Effect**: {{ card.value.effect }}
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- **Rarity**: {{ card.value.rarity|default('Common') }}
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{% elif card.set in ["TAROT", "PLANET", "SPECTRAL"] %}
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- {{ loop.index0 }}: **{{ card.label }}** ({{ card.set|title }})
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- **Effect**: {{ card.value.effect }}
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{% if card.value.min_highlighted %} - **Targets**: {{ card.value.min_highlighted }}-{{ card.value.max_highlighted }} hand cards{% endif %}
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{% elif card.set in ["DEFAULT", "ENHANCED"] %}
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- {{ loop.index0 }}: **{{ card.value.rank }} of {{ card.value.suit }}**
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{% if card.set == "ENHANCED" %} - **Enhancement**: {{ card.value.enhancement }}{% endif %}
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{% if card.value.edition %} - **Edition**: {{ card.value.edition }}{% endif %}
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{% if card.value.seal %} - **Seal**: {{ card.value.seal }}{% endif %}
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{% endif %}
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{%- endfor %}
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{% if G.hand and G.hand.cards %}
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### Your Hand (for targeting)
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{% for card in G.hand.cards -%}
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- {{ loop.index0 }}: {{ card.value.rank }} of {{ card.value.suit }}{% if card.set == "ENHANCED" %} ({{ card.value.enhancement }}){% endif %}
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{% endfor %}
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{% endif %}
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{%- endif %}
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{% if G.state == "BLIND_SELECT" -%}
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## Blind Selection
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### Small Blind
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- **Status**: {{ G.blinds.small.status }}
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- **Score**: {{ G.blinds.small.score }}
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{% if G.blinds.small.tag_name %}- **Tag**: {{ G.blinds.small.tag_name }}{% if G.blinds.small.tag_effect %} - {{ G.blinds.small.tag_effect }}{% endif %}{% endif %}
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### Big Blind
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- **Status**: {{ G.blinds.big.status }}
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- **Score**: {{ G.blinds.big.score }}
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{% if G.blinds.big.tag_name %}- **Tag**: {{ G.blinds.big.tag_name }}{% if G.blinds.big.tag_effect %} - {{ G.blinds.big.tag_effect }}{% endif %}{% endif %}
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### Boss Blind
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- **Name**: {{ G.blinds.boss.name }}
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- **Status**: {{ G.blinds.boss.status }}
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- **Score**: {{ G.blinds.boss.score }}
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{% if G.blinds.boss.effect %}- **Effect**: {{ G.blinds.boss.effect }}{% endif %}
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{%- endif %}
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# Tools available
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You **MUST** use one of the following tools to perform the intended action:
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{% if G.state == "SELECTING_HAND" -%}
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- Play cards from hand
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- Function: `play`
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- Parameters:
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- `cards`: (list) 0-based indices of cards to play (1-5 cards)
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- `reasoning`: (string) Strategic reasoning for playing these cards
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- Discard cards from hand
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- Function: `discard`
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- Parameters:
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- `cards`: (list) 0-based indices of cards to discard
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- `reasoning`: (string) Strategic reasoning for discarding these cards
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- Rearrange cards in hand, jokers, or consumables
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- Function: `rearrange`
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- Parameters (provide exactly one of):
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- `hand`: (list) New order of hand cards (0-based indices, must include all cards)
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- `jokers`: (list) New order of jokers (0-based indices, must include all jokers)
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- `consumables`: (list) New order of consumables (0-based indices, must include all consumables)
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- `reasoning`: (string) Strategic reasoning for this arrangement
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{% elif G.state == "SHOP" -%}
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- Buy a card, voucher, or pack from the shop
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- Function: `buy`
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- Parameters (provide exactly one of):
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- `card`: (integer) 0-based index of shop card to buy
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- `voucher`: (integer) 0-based index of voucher to buy
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- `pack`: (integer) 0-based index of booster pack to buy and open
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- `reasoning`: (string) Strategic reasoning for this purchase
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- Reroll the shop items
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- Function: `reroll`
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- Parameters:
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- `reasoning`: (string) Strategic reasoning for rerolling
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- Leave the shop and advance to blind selection
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- Function: `next_round`
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- Parameters:
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- `reasoning`: (string) Strategic reasoning for leaving the shop
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- Rearrange jokers or consumables
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- Function: `rearrange`
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- Parameters (provide exactly one of):
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- `jokers`: (list) New order of jokers (0-based indices, must include all jokers)
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- `consumables`: (list) New order of consumables (0-based indices, must include all consumables)
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- `reasoning`: (string) Strategic reasoning for this arrangement
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{% elif G.state == "BLIND_SELECT" -%}
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- Select the current blind to play
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- Function: `select`
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- Parameters:
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- `reasoning`: (string) Strategic reasoning for selecting this blind
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- Skip the current blind (small or big blind only) to receive the tag reward
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- Function: `skip`
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- Parameters:
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- `reasoning`: (string) Strategic reasoning for skipping this blind
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{% elif G.state == "SMODS_BOOSTER_OPENED" -%}
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- Select a card from the pack or skip
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- Function: `pack`
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- Parameters:
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- `card`: (integer, optional) 0-based index of card to select (omit if skipping)
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- `targets`: (list, optional) 0-based indices of hand cards to target (for Tarot/Spectral that require selection)
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- `skip`: (boolean, optional) Set to true to skip the pack without selecting a card
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- `reasoning`: (string) Strategic reasoning for this selection or skip
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{% endif -%}
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{% if G.state in ["SELECTING_HAND", "SHOP"] -%}
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- Sell a joker or consumable for money
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- Function: `sell`
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- Parameters (provide exactly one of):
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- `joker`: (integer) 0-based index of joker to sell
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- `consumable`: (integer) 0-based index of consumable to sell
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- `reasoning`: (string) Strategic reasoning for selling
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- Use a consumable card (Tarot, Planet, or Spectral)
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- Function: `use`
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- Parameters:
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- `consumable`: (integer) 0-based index of consumable to use
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- `cards`: (list) 0-based indices of cards to target (required for some consumables)
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- `reasoning`: (string) Strategic reasoning for using this consumable
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{% endif -%}

‎src/balatrollm/strategies/aggressive/MEMORY.md.jinja‎

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# Memory & Previous Actions
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{% if history %}
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## Recent Decision History
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Here is a list of your recent decisions (from oldest to newest):
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{% set max_history = 10 if history|length > 10 else history|length %}
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{% for entry in history[-max_history:] %}
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**{{ loop.index }}.** `{{ entry.method }}({{ entry.params }})` - {{ entry.reasoning }}
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{% endfor %}
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{% endif %}
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## Strategic Context
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{% if history %}
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Based on your recent actions, consider:
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- How your decisions are building towards a cohesive strategy
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- Whether your current approach is working or needs adjustment
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- Patterns in your play that might need to change
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{% else %}
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This is the beginning of the game. Focus on:
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- Establishing a clear strategic direction
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- Making decisions that set up long-term synergies
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- Building towards a specific poker hand type
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{% endif %}
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{% if last_error_call_msg %}
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**NOTE**: **Your last response was invalid**: {{ last_error_call_msg }}
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Please ensure your next response includes a proper tool call with valid function name and JSON arguments.
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{% endif %}
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{% if last_failed_call_msg %}
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**NOTE**: **Your last tool call failed**: {{ last_failed_call_msg }}
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The tool call was formatted correctly but execution failed. Please try a different approach.
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{% endif %}

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