Softmax

Use for env toolchain recipes when optimizing a Coworld player.

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Use for build submit packaging recipes when optimizing a Coworld player.

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Use for harness sdk protocol recipes when optimizing a Coworld player.

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Use for crewmate tactics recipes when optimizing a Coworld player.

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Use for imposter tactics recipes when optimizing a Coworld player.

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Use for data science refit recipes when optimizing a Coworld player.

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Use for agent workflow collab recipes when optimizing a Coworld player.

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Use for experiment discipline recipes when optimizing a Coworld player.

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Use for meeting voting social recipes when optimizing a Coworld player.

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Use for suspicion belief recipes when optimizing a Coworld player.

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Use for suspicion belief recipes in scripted Coworld policy optimization.

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Use for perception decoding recipes when optimizing a Coworld player.

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Use for tooling analysis recipes when optimizing a Coworld player.

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Use for navigation pathfinding recipes when optimizing a Coworld player.

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Use for tooling analysis recipes in scripted Coworld policy optimization.

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Use for ab methodology recipes when optimizing a Coworld player.

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Use for reusable data science refit recipes in software and coding-agent work.

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Use for reusable ab methodology recipes in software and coding-agent work.

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Use when improving a Coworld player through one diagnosed failure and completed comparison evidence.

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Use for Crewrift-specific tooling analysis recipes when optimizing a player.

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Use for Crewrift-specific perception decoding recipes when optimizing a player.

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Run the co-gas no-submit hosted XP loop for a source-backed Coworld policy candidate.

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Use before evaluations or after roster churn to resolve live policy versions and restore the champion flag.

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Use for meeting voting social recipes in scripted Coworld policy optimization.

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