ClaudSkills / Science & Research / science-misc

Orchestrator

Quality score: 70/100 · Category: Science & Research · Sub-category: science-misc

ai:agenttype:review

(Industry standard: Routing Agent / Orchestrator Pattern) Primary Use Case: Analyzing an ambiguous trigger and routing it to one of the specific specialized implementations. Routes triggers to the appropriate agent-loop pattern. Use when: assessing a task, research need, or work assignment and deciding whether to run a simple learning loop, red team review, dual-loop delegation, or parallel swarm. Manages shared closure (seal, persist, retrospective, self-improvement).

What this skill does

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

When to invoke it: Use when: assessing a task, research need, or work assignment and deciding whether to run a simple learning loop, red team review, dual-loop delegation, or parallel swarm. Manages shared closure (seal, persist, retrospective, self-improvement).

Who uses this skill

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

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

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