← All skills
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 anubhavg-icpl/vibe (GitHub) · coding · 13 stars · scanned at commit d51e7ac
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/JAX/TensorFlow. 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. It runs automatically when the plugin is installed.
Found in 27 places.
Show 17 more
- skills/sci-pennylane/SKILL.md, line 33
uv pip install pennylane-cirq - skills/sci-pennylane/SKILL.md, line 36
uv pip install pennylane-rigetti - skills/sci-pennylane/SKILL.md, line 39
uv pip install pennylane-ionq - skills/sci-pennylane/references/devices_backends.md, line 112
uv pip install pennylane-qiskit - skills/sci-pennylane/references/devices_backends.md, line 148
uv pip install amazon-braket-pennylane-plugin - skills/sci-pennylane/references/devices_backends.md, line 180
uv pip install pennylane-cirq - skills/sci-pennylane/references/devices_backends.md, line 203
uv pip install pennylane-rigetti - skills/sci-pennylane/references/devices_backends.md, line 218
uv pip install pennylane-azure - skills/sci-pennylane/references/devices_backends.md, line 246
uv pip install pennylane-ionq - skills/sci-pennylane/references/getting_started.md, line 12
uv pip install pennylane - skills/sci-pennylane/references/getting_started.md, line 19
uv pip install pennylane-qiskit - skills/sci-pennylane/references/getting_started.md, line 22
uv pip install amazon-braket-pennylane-plugin - skills/sci-pennylane/references/getting_started.md, line 25
uv pip install pennylane-cirq - skills/sci-pennylane/references/getting_started.md, line 28
uv pip install pennylane-rigetti - .claude/settings.json, line 166
"Bash(npx @claude-flow*)", - .claude/settings.json, line 167
"Bash(npx claude-flow*)", - .mcp.json, line 4
"command": "npx",
and 7 more places
Runs commands on your computer
The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.
Found in 64 places.
Show 17 more
- .claude/settings.json, line 19
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" pre-edit'", - .claude/settings.json, line 31
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-edit'", - .claude/settings.json, line 41
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-bash'", - .claude/settings.json, line 52
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" route'", - .claude/settings.json, line 63
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-restore'", - .claude/settings.json, line 68
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" import'", - .claude/settings.json, line 79
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'", - .claude/settings.json, line 90
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/auto-memory-hook.mjs\" sync'", - .claude/settings.json, line 102
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" compact-manual'" - .claude/settings.json, line 106
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'", - .claude/settings.json, line 116
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" compact-auto'" - .claude/settings.json, line 120
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" session-end'", - .claude/settings.json, line 131
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" status'", - .claude/settings.json, line 142
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" post-task'", - .claude/settings.json, line 153
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/hook-handler.cjs\" notify'", - .claude/settings.json, line 162
"command": "sh -c 'exec node \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/statusline.cjs\"'" - .mcp.json, line 4
"command": "npx",
and 44 more 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=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/anubhavg-icpl/vibe' "$d" && git -C "$d" checkout --quiet 'd51e7ac9a34111cd2e63daed83c2198f91570050' -- 'skills/sci-pennylane' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sci-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 anubhavg-icpl/vibe shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/anubhavg-icpl/vibe/)
Score history
| Date | Version | Score |
|---|
| 2026-11-08 | d51e7ac | 80 |