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Quantum algorithms for optimisation and ML v1.0.0

Use this resource to design and test quantum algorithms on current devices

New

  • 372 downloads
  • 160 likes
  • 169 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install quantum-algorithms-variational-qiskit

With 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 login

The agent designs variational circuits (VQE, QAOA), Grover's algorithm and quantum machine learning applications suited to NISQ devices, with Qiskit or Cirq. You get circuits to adapt, along with hardware constraints.

Mostly picked by

Updated November 2, 2026

Card for the “Quantum algorithms for optimisation and ML” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: qubits, gates, entanglement and variational algorithms
  • references/EXAMPLES.md: circuit and algorithm examples

Good fit for

  • You are studying an optimisation problem to solve on a quantum simulator
  • You want to compare QAOA with a classical method on a small problem

Not for

    Tags

    • quantum
    • qaoa
    • vqe
    • qiskit

    About

    You say

    “Write a QAOA circuit for a four-vertex graph colouring problem.”

    Card for the “Quantum algorithms for optimisation and ML” skill

    Skill published by personamanagmentlayer under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design and test quantum algorithms on current devices
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.9 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/EXAMPLES.md17 KB
    • SKILL.md5.6 KB

    Origin and licence

    Listed unmodified

    Author
    personamanagmentlayer
    Source
    github.com/personamanagmentlayer/pcl/tree/79ccaa9820486121fa33aaa696ec16fa1607bf02/stdlib/domains/quantum-algorithms-expert
    Licence
    Apache-2.0

    Notice

    « quantum-algorithms-expert » (personamanagmentlayer, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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