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Install all four enforcement layers for notebook output hygiene in a new project. Use when setting up notebook privacy controls, nbstripout integration, CI output checks, or agent hooks for .ipynb files.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Continue Stage 3 generation across an approved Stage 2 scope until the selected subcategories have tracked SURF coverage or a declared stop condition is reached. Use when you want an advanced delegated or background lane that keeps designing batches after the first breadth-first wave.
Traverse multiple Stage 2 subcategory files in one Stage 3 run. Use when you want an advanced delegated or background lane that writes at most one new question batch per subcategory while keeping checkpointed progress under a user-provided Stage 3 root.
Fan out Stage 1 summarization across multiple material paths. Use when a subject spans several repos or topic folders and you want one summary per path while keeping each summarization in an isolated context window.
Fetch current VS Code customization docs and audit this repo's `.github` customization layer for deprecated patterns, missing recommended fields, and newly available primitives.
Export reviewed quiz-editor JSON state to Moodle XML. Use when opening generated JSON in the editor, checking question statuses, and running the status-filtered json_to_moodle_xml.py script.
| name | notebook-hygiene |
| description | Install all four enforcement layers for notebook output hygiene in a new project. Use when setting up notebook privacy controls, nbstripout integration, CI output checks, or agent hooks for .ipynb files. |
This skill installs the full four-layer enforcement stack for notebook output hygiene (see agentic_enforcement_layers.md for the full architectural rationale and tradeoff analysis).
.ipynb file is in scope..ipynb file (PostToolUse).Copy .github/instructions/notebooks.instructions.md into the target repository. Update the applyTo pattern if notebooks are only in a subfolder. Update the link to the privacy policy canonical source if your project uses a different file.
Copy .github/hooks/strip-notebook-outputs.json and .github/hooks/strip_notebook_outputs.py into the target repository, preserving the directory structure.
Ensure nbstripout is available in the agent's runtime:
pip install nbstripout
Add to .gitattributes (create if it does not exist):
*.ipynb filter=nbstripout
*.ipynb diff=ipynb
Instruct every developer to run once after cloning:
pip install nbstripout
nbstripout --install --attributes .gitattributes
Verify the filter is active:
nbstripout --status
Copy .github/workflows/check-notebooks.yml into the target repository. No changes are needed for a standard GitHub Actions setup. Adjust the paths filter if notebooks live in a specific subfolder.
nbstripout --status to confirm the local git filter is active.git add --no-filters) and confirm CI rejects it (Layer 4).