ClaudSkills / Science & Research / math-stats

Simulation Orchestrator

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: math-stats
type:generator
Orchestrate multi-simulation campaigns — generate parameter sweep configurations (grid, linspace, or Latin Hypercube sampling), initialize and track batch job campaigns, monitor job completion status, and aggregate results with summary statistics across all runs. Use when running a parameter study across dt, kappa, or other simulation inputs, managing dozens or hundreds of simulation configurations, combining outputs from completed batch runs to find the best result, or automating the generate-run-collect workflow for systematic studies, even if the user only says "I need to try many parameter combinations" or "how do I organize a sweep."

What this skill does

Simulation Orchestrator is a production-ready Claude Code skill (quality score 70/100) in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/simulation-orchestrator/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when running a parameter study across dt, kappa, or other simulation inputs, managing dozens or hundreds of simulation configurations, combining outputs from completed batch runs to find the best result, or automating the generate-run-collect workflow for systematic studies, even if the user only says "I need to try many parameter combinations" or "how do I organize a sweep.

Who uses this skill

The Simulation Orchestrator 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/simulation-orchestrator
curl -L https://claudskills.com/skills/simulation-orchestrator/SKILL.md \
  -o ~/.claude/skills/simulation-orchestrator/SKILL.md

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

Skills live at ~/.claude/skills/simulation-orchestrator/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\simulation-orchestrator\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