← All skills
pytorch-lightning
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
Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training. Use when you need help with pytorch lightning.
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 16 places.
Show 13 more
- skills/sci-pytorch-lightning/references/logging.md, line 73
pip install mlflow - skills/sci-pytorch-lightning/references/logging.md, line 95
pip install comet-ml - skills/sci-pytorch-lightning/references/logging.md, line 117
pip install neptune - .claude/settings.json, line 166
"Bash(npx @claude-flow*)", - .claude/settings.json, line 167
"Bash(npx claude-flow*)", - .mcp.json, line 4
"command": "npx", - hooks/cmods/README.md, line 96
npx eslint --fix "$FILE" 2>/dev/null - hooks/cmods/post-edit-format.sh, line 29
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 32
npx biome format --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 80
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/post-edit-format.sh, line 86
npx prettier --write "$FILE" 2>/dev/null && FORMATTED=true - hooks/cmods/pre-commit-lint.sh, line 38
echo "$files" | xargs npx eslint --max-warnings 0 2>/dev/null - hooks/hooks.json, line 106
"command": "#!/bin/bash\n# Run TypeScript check after editing TS files\ninput=$(cat)\nfile_path=$(echo \"$input\" | jq -r '.tool_input.file_path // \"\"')\n\nif
Runs commands on your computer
The author does not mention this. It runs automatically when the plugin is installed. Expected for a coding skill.
Found in 62 places.
Show 17 more
- .claude/settings.json, line 41
"command": "sh -c 'exec node \"${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 \"${CLAUDE_PROJECT_DIR:-.}/.claude/helpers/statusline.cjs\"'" - .mcp.json, line 4
"command": "npx", - hooks/cmods/README.md, line 64
"os.system(" - hooks/cmods/README.md, line 65
"subprocess.call.*shell=True"
and 42 more places
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'pytorch-lightning' ] || [ -L ~/.agents/skills/'pytorch-lightning' ]; then echo 'A skill folder named pytorch-lightning already exists — not replacing it' >&2; false; else d=$(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-pytorch-lightning' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/sci-pytorch-lightning' ~/.agents/skills/'pytorch-lightning' && rm -rf "$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/'pytorch-lightning' ~/.claude/skills/'pytorch-lightning' (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 |