ClaudSkills / Science & Research / physics

Pennylane

Quality score: 70/100  ·  Category: Science & Research  ·  Sub-category: physics
type:integration
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch/JAX/TensorFlow. For hardware-specific optimizations use qiskit (IBM) or cirq (Google); for open quantum systems use qutip.

What this skill does

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

When to invoke it: Use when training quantum circuits via gradients, building hybrid quantum-classical models, or needing device portability across IBM/Google/Rigetti/IonQ. Best for variational algorithms (VQE, QAOA), quantum neural networks, and integration with PyTorch/JAX/TensorFlow.

Who uses this skill

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

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

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

More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these top-rated picks from the same category:

Browse all Science & Research skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills