distribution-search

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Guidance for finding probability distributions that satisfy specific statistical constraints such as KL divergence targets, entropy requirements, or moment conditions. This skill should be used when tasks involve constructing discrete or continuous probability distributions with specified divergence measures, entropy values, or other distributional properties through numerical optimization.

Also in: javascript ci cd ansible

Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

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Claude Code (CLI) Fast

skilz install letta-ai/skills/distribution-search

OpenCode (CLI) Fast

skilz install letta-ai/skills/distribution-search --agent opencode

OpenAI Codex (CLI) Native

skilz install letta-ai/skills/distribution-search --agent codex

Gemini CLI (Project) Project

skilz install letta-ai/skills/distribution-search --agent gemini

First time? Install Skilz: pip install skilz

Works with 22+ AI coding assistants

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For Claude Desktop Easy

Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

Manual Installation

1. Clone the repository:

git clone https://github.com/letta-ai/skills

2. Copy the agent skill directory:

cp -r skills/ai/benchmarks/letta/terminal-bench-2/trajectory-only/distribution-search ~/.claude/skills/

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Need detailed installation help? Check our platform-specific guides:

Claude Desktop Guide Claude Code Guide Troubleshooting

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