Qiskit 2.x Quantum ML Reference
aiming-lab/AutoResearchClaw
Reference patterns for writing qiskit 2.x code for variational quantum machine learning: feature maps, VQC training, VQE for chemistry, MPS circuits and noise models.
A skill your agent uses when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue.
Install Prx Quantum
$ npx skills add franklee16/academic-research-skills --skill prx-quantum -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills prx-quantum --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum .claude/skills/prx-quantum && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "prx-quantum" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum into .claude/skills/prx-quantum/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prx-quantum", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantumType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill prx-quantum -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills prx-quantum --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum .agents/skills/prx-quantum && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "prx-quantum" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum into .agents/skills/prx-quantum/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prx-quantum", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill prx-quantum -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills prx-quantum --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum .cursor/skills/prx-quantum && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "prx-quantum" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum into .cursor/skills/prx-quantum/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prx-quantum", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill prx-quantum -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills prx-quantum --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum .gemini/skills/prx-quantum && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "prx-quantum" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum into .gemini/skills/prx-quantum/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prx-quantum", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills prx-quantumInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill prx-quantum -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum .github/skills/prx-quantum && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "prx-quantum" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum into .github/skills/prx-quantum/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prx-quantum", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill prx-quantum -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills prx-quantum --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum .opencode/skills/prx-quantum && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "prx-quantum" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum into .opencode/skills/prx-quantum/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "prx-quantum", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
prx-quantum- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~2.1k tokens
- SKILL.md length
- 979 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue.
- Targeting PRX Quantum
- SKILL.md covers Journal positioning, When to trigger, Scope & topic fit and Method & evidence bar, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Deciding whether a quantum information science
What it does
Prx Quantum is an agent skill from franklee16/academic-research-skills. Use when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue. Encodes the journal's fit, framing, method-and-evidence bar, house style, official-submission re-check, and desk-reject heuristics.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Quantum computing. The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Targeting PRX Quantum
- Deciding whether a quantum information science
- Quantum technology manuscript fits this APS open-access flagship venue
Example prompts
- “/prx-quantum”
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Prx Quantum loads about 2.1k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 979 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 979 words (~2,140 tokens).
“PRX Quantum is APS's open-access flagship journal dedicated to quantum information science, quantum computing, quantum communication, quantum sensing, and the physics of quantum technologies. Launched as quantum information science matured into a distinct discipline, PRX Quantum publishes high-impact research —…”
- name
- prx-quantum
Files
Just SKILL.md in Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Prx Quantum next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Prx Quantum this skillfranklee16/academic-research-skills | 223 | 1 repos | ~2.1k | Automated safety check: Pass | None | |
| Qiskit 2.x Quantum ML Referenceaiming-lab/AutoResearchClaw | 15k | — | ~4.7k | Automated safety check: Pass | MIT | |
| QutipzLanqing/codex-claude-academic-skills | 4.7k | 8 repos | ~2.3k | Automated safety check: Pass | BSD-3-Clause | |
| Mindquantummindspore-ai/mindquantum | 101 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Mq Circuit Compilermindspore-ai/mindquantum | 101 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | |
| Cirqdavila7/claude-code-templates | 32k | 11 repos | ~2.7k | Automated safety check: Pass | MIT |
Similar skills
Qutip
zLanqing/codex-claude-academic-skills
Quantum physics simulation library for open quantum systems.
Mindquantum
mindspore-ai/mindquantum
Build, simulate, and analyze quantum circuits with MindQuantum.
Mq Circuit Compiler
mindspore-ai/mindquantum
Compile and optimize quantum circuits for hardware execution using MindQuantum's compiler pipeline.
Cirq
davila7/claude-code-templates
Quantum computing framework for building, simulating, optimizing, and executing quantum circuits.
Mq Noisy Simulation
mindspore-ai/mindquantum
Simulate noisy quantum circuits with MindQuantum. An agent skill from mindspore-ai/mindquantum.
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Related
Categories
Questions about Prx Quantum
What does Prx Quantum do?
A skill your agent uses when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue. Prx Quantum is an agent skill from franklee16/academic-research-skills. Use when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue.
When should I use Prx Quantum?
Prx Quantum fits situations like: targeting PRX Quantum; deciding whether a quantum information science; quantum technology manuscript fits this APS open-access flagship venue.
How do I install Prx Quantum in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill prx-quantum -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum in franklee16/academic-research-skills) into .claude/skills/prx-quantum in your project. Claude Code loads it when a task matches its description.
How do I install Prx Quantum in Codex?
Run `npx skills add franklee16/academic-research-skills --skill prx-quantum -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/English-NaturalScience-Journal-Skills/skills/prx-quantum in franklee16/academic-research-skills) into .agents/skills/prx-quantum in your project. Codex loads it when a task matches its description.
Can I use Prx Quantum in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill prx-quantum -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/prx-quantum, .gemini/skills/prx-quantum, .github/skills/prx-quantum and .opencode/skills/prx-quantum in your project.
What does Prx Quantum need to run?
SKILL.md names no scripts, command-line tools or credentials: Prx Quantum is instructions for the agent only.
Does Prx Quantum access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Prx Quantum safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Prx Quantum use?
No licence was found for Prx Quantum or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Prx Quantum use?
About 2.1k tokens (SKILL.md is roughly 8.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Prx Quantum?
Skills that share tags, products or a category with Prx Quantum: Qiskit 2.x Quantum ML Reference (aiming-lab/AutoResearchClaw, 15k stars), Qutip (zLanqing/codex-claude-academic-skills, 4.7k stars), Mindquantum (mindspore-ai/mindquantum, 101 stars) and Mq Circuit Compiler (mindspore-ai/mindquantum, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Prx Quantum?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.