ClaudSkills / Science & Research / math-stats

Dspy Simba Optimizer

Quality score: 80/100 · Category: Science & Research · Sub-category: math-stats

lang:python

This skill should be used when the user asks to "optimize with SIMBA", "use Bayesian optimization", "optimize agents with custom feedback", mentions "SIMBA optimizer", "mini-batch optimization", "statistical optimization", "lightweight optimizer", or needs an alternative to MIPROv2/GEPA for programs with rich feedback signals.

What this skill does

Dspy Simba Optimizer is a well-rated Claude Code skill (quality score 80/100) in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/dspy-simba-optimizer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Dspy Simba Optimizer skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/dspy-simba-optimizer
curl -L https://claudskills.com/skills/dspy-simba-optimizer/SKILL.md \
  -o ~/.claude/skills/dspy-simba-optimizer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/dspy-simba-optimizer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/dspy-simba-optimizer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\dspy-simba-optimizer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt