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pennylane
80 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
By hashgraph-online/awesome-codex-plugins (GitHub) · coding · 1,573 stars · scanned at commit 70b6a3a
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 or JAX. For hardware-specific optimizations use qiskit (IBM) or cirq (Google); for open quantum systems use qutip.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 18 places.
Show 15 more
- plugins/KalarisLabs/research-agent-skills/skills/pennylane/SKILL.md, line 37
uv pip install "pennylane-cirq==0.44.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/SKILL.md, line 40
uv pip install "pennylane-rigetti==0.40.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/SKILL.md, line 43
uv pip install "pennylane-ionq==0.45.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/SKILL.md, line 46
uv pip install "pennylane-lightning==0.45.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/SKILL.md, line 49
uv pip install "pennylane-catalyst==0.15.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/devices_backends.md, line 111
uv pip install "pennylane-qiskit==0.45.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/devices_backends.md, line 144
uv pip install "amazon-braket-pennylane-plugin==1.34.1" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/devices_backends.md, line 175
uv pip install "pennylane-cirq==0.44.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/devices_backends.md, line 197
uv pip install "pennylane-rigetti==0.40.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/devices_backends.md, line 212
uv pip install "pennylane-ionq==0.45.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/getting_started.md, line 12
uv pip install "pennylane==0.45.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/getting_started.md, line 19
uv pip install "pennylane-qiskit==0.45.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/getting_started.md, line 22
uv pip install "amazon-braket-pennylane-plugin==1.34.1" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/getting_started.md, line 25
uv pip install "pennylane-cirq==0.44.0" - plugins/KalarisLabs/research-agent-skills/skills/pennylane/references/getting_started.md, line 28
uv pip install "pennylane-rigetti==0.40.0"
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 2 places.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'pennylane' ] || [ -L ~/.agents/skills/'pennylane' ]; then echo 'A skill folder named pennylane already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/hashgraph-online/awesome-codex-plugins' "$d" && git -C "$d" checkout --quiet '70b6a3a3a7c774671e45af646306e1448baf0511' -- 'plugins/KalarisLabs/research-agent-skills/skills/pennylane' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/KalarisLabs/research-agent-skills/skills/pennylane' ~/.agents/skills/'pennylane' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'pennylane' ~/.claude/skills/'pennylane' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for hashgraph-online/awesome-codex-plugins shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/hashgraph-online/awesome-codex-plugins/)
Score history
| Date | Version | Score |
|---|
| 2026-11-14 | 70b6a3a | 80 |
| 2026-11-13 | 3e1e6b2 | 80 |
| 2026-11-12 | 6d2e63f | 80 |
| 2026-11-11 | 4070676 | 80 |
| 2026-11-10 | f620aba | 80 |
| 2026-11-09 | 3062ea3 | 80 |
| 2026-11-08 | 057d789 | 80 |
| 2026-11-06 | e012fe1 | 80 |