Build Quantum Simulations with QuTiP
Quantum models require careful solver choices and clear analysis workflows. This skill guides Claude, Codex, and Claude Code through QuTiP simulations, measurements, and visualizations.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "qutip" from https://skillstore.io/skills/davila7-qutip.md and its manifest at https://skillstore.io/api/skills/davila7-qutip/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "qutip". I need to simulate photon loss in a cavity state.
Expected outcome:
The skill would recommend an open-system model, a number operator observable, a photon loss collapse operator, mesolve, and convergence checks.
Using "qutip". I want a visual explanation of a qubit state.
Expected outcome:
The skill would guide Bloch sphere setup, state preparation, axis labels, and a clear interpretation of the plotted vector.
Using "qutip". My QuTiP simulation uses too much memory.
Expected outcome:
The skill would suggest reducing Hilbert space size, storing selected observables, checking convergence, and reviewing solver options.
The static findings were false positives in Markdown documentation and Python examples. No code path executed dynamic code, shell backticks, or network requests from the skill content. No prompt injection text was found in the reviewed files.
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
https://skillstore.io/skills/davila7-qutip/audits/9?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/davila7-qutip?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/davila7-qutip?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/davila7-qutip/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/davila7-qutip.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>davila7. (2026). qutip security audit report (audit version 9) [Author version unspecified]. Skillstore. https://skillstore.io/skills/davila7-qutip/audits/9@techreport{davila7-davila7-qutip-2026,
author = {davila7},
title = {qutip security audit report (audit version 9)},
institution = {Skillstore},
year = {2026},
number = {9},
url = {https://skillstore.io/skills/davila7-qutip/audits/9},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "qutip security audit report (audit version 9)"
version: "unspecified"
type: report
authors:
- name: "davila7"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/davila7-qutip/audits/9"
identifiers:
- type: other
value: "skillstore:davila7-qutip:audit:9"
description: "Skillstore immutable audit report identifier"
Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
davila7-qutip
2026-08-21
k-dense-ai-qutip
2026-08-21
Set up Hamiltonians, collapse operators, and solvers for dissipative quantum dynamics.
Create clear examples for states, operators, measurements, Bloch spheres, and phase-space plots.
Review solver choices, convergence checks, memory use, and plotting steps for a simulation.
Use the qutip skill to outline a simple two-level quantum system simulation. Include the state, Hamiltonian, solver choice, observables, and plot plan.
Use the qutip skill to compare sesolve, mesolve, and mcsolve for my system. Explain which solver fits my state, dissipation, and measurement needs.
Use the qutip skill to design an analysis plan for two-qubit entanglement decay. Include concurrence, fidelity, collapse operators, and convergence checks.
Use the qutip skill to review my slow open-system simulation. Recommend Hilbert space truncation, stored outputs, tolerance settings, and alternative solvers.
Author
davila7License
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
c43861a65bb95efcae259cd161c9d6f4dc7eec6f
Maintenance freshness
7/24/2026
Usage
4 downloads · 498 views
File structure
Create Professional LaTeX Research Posters
Dense research content is difficult to fit into a readable conference poster. This skill turns research material into structured, accessible LaTeX poster designs.
Create Consistent, SEO-Ready Marketing Content
Marketing teams need useful content that stays consistent across channels and search goals. This skill combines brand voice analysis, SEO checks, templates, and planning guidance.
Create Focused Clinical Treatment Plans
Clinical teams need consistent plans without lengthy manual formatting. This skill provides structured LaTeX templates, SMART goals, validation checks, and treatment timelines.
Create Structured Clinical Reports
Clinical teams need clear reports that follow medical and regulatory standards. This skill provides templates, checklists, and validation guidance for case reports, diagnostics, trials, and patient notes.
Analyze Scientific Data Files
Scientific datasets often arrive in specialized formats that are hard to inspect quickly. This skill detects the format, summarizes contents, checks quality, and produces a clear EDA report.
Run DiffDock Molecular Docking
Molecular docking workflows require careful setup, validated inputs, and cautious result interpretation. This skill guides Claude, Codex, and Claude Code through DiffDock setup, docking runs, batch screening, and confidence-score analysis.
Audit Python Web Apps Before Release
by glenskii
Python teams need repeatable checks for common application security controls. This skill provides configurable pytest coverage with clear evidence, boundaries, and release decisions.
Build Reliable Async Python
by 0xDarkMatter
Async Python code often fails due to blocking calls, unbounded tasks, and weak cleanup. This skill provides reusable asyncio patterns, examples, and references for robust concurrent services.
Build FastAPI APIs with Reusable Patterns
by 0xDarkMatter
FastAPI projects need consistent choices for validation, dependencies, middleware, and background work. This skill gives Claude, Codex, and Claude Code reusable patterns for practical Python API development.
Add Python Type Safety Patterns
by 0xDarkMatter
Python type annotations can be hard to apply consistently across real projects. This skill gives Claude, Codex, and Claude Code practical patterns for safer typed Python code.
Build Python Tests with pytest TDD
by 89jobrien
Python teams often need consistent tests, coverage, and reports without losing TDD discipline. This skill provides pytest-focused workflows, examples, and reporting guidance for Claude, Codex, and Claude Code.
Run a Python Greeting Example
by EnactProtocol
New Enact users need a small example that proves tool execution works. This skill runs a Python greeting command and returns simple runtime output.