ClaudSkills / Science & Research / research-methods

Parallel Swarm Implementation

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: research-methods
ai:agent
Loop 2 of the Three-Loop Integrated Development System. META-SKILL that dynamically compiles Loop 1 plans into agent+skill execution graphs. Queen Coordinator selects optimal agents from 86-agent registry and assigns skills (when available) or custom instructions. 9-step swarm with theater detection and reality validation. Receives plans from research-driven-planning, feeds to cicd-intelligent-recovery. Use for adaptive, theater-free implementation.

What this skill does

Parallel Swarm Implementation is a production-ready Claude Code skill (quality score 70/100) in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/parallel-swarm-implementation/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Parallel Swarm Implementation 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/parallel-swarm-implementation
curl -L https://claudskills.com/skills/parallel-swarm-implementation/SKILL.md \
  -o ~/.claude/skills/parallel-swarm-implementation/SKILL.md

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

Skills live at ~/.claude/skills/parallel-swarm-implementation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\parallel-swarm-implementation\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

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