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Commits, branches and sync with the but CLI
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Works with
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- Codex
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Variational quantum circuits and quantum ML v1.0.0
Use this resource to build and optimize variational quantum circuits
New
- 355 downloads
- 246 likes
- 107 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install variational-quantum-circuitsWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent writes the parameterized circuit, computes gradients and optimizes parameters, then checks results on a simulator before moving to other hardware. You get PennyLane code and the checks to run.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
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What you get
- SKILL.md: use cases, installation, workflow and quick start
- references/: advanced features, devices, optimization, quantum chemistry and quantum ML
Good fit for
- You want a hybrid quantum-classical model in PyTorch
- You estimate a molecular energy with VQE
Not for
Tags
- PennyLane
- VQE
- quantum
About
You say
“Write a two-qubit variational circuit and optimize its parameters to minimize an energy.”
Skill published by k-dense-ai under the Apache-2.0 license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to build and optimize variational quantum circuits
- Review and adjust the result
Content preview
Files
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/advanced_features.md7.9 KB
- references/devices_backends.md9 KB
- references/getting_started.md4.1 KB
- references/optimization.md6.9 KB
- references/quantum_chemistry.md7.6 KB
- references/quantum_circuits.md5.1 KB
- references/quantum_ml.md6.6 KB
- SKILL.md7.2 KB
Origin and licence
Listed unmodified
- Author
- k-dense-ai
- Source
- github.com/k-dense-ai/scientific-agent-skills/tree/5f2bc0341354fd5590aef76a533ada1e1e5b4e62/skills/pennylane
- Licence
- Apache-2.0
Notice
« pennylane » (k-dense-ai, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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