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Clean up and reorganize markdown in enriched Jupyter notebooks. Arguments: [target] [--dry-run] [--aggressive] [--hierarchy-only]
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
| name | cleanup-notebooks |
| description | Clean up and reorganize markdown in enriched Jupyter notebooks. Arguments: [target] [--dry-run] [--aggressive] [--hierarchy-only] |
Reorganize and deduplicate pedagogical markdown in Jupyter notebooks.
Target: $ARGUMENTS
target: Notebook path, family name, or all--dry-run: List problems without modifying--aggressive: Aggressive deduplication--hierarchy-only: Fix heading structure onlyParse target - Discover notebooks
For each notebook, launch a background agent:
.claude/agents/notebook-cleaner.md)If --dry-run: List problems without modifying
Generate summary with cells deleted/modified per notebook
| Pattern | Fix |
|---|---|
| Double introduction | Keep first, delete second |
| Orphan interpretation (before code) | Move after code cell |
Heading jump (## then ####) | Change to ### |
| Empty transition cell | Delete or add content |
| Repeated concept definition | Keep best, delete others |
| Consecutive interpretation cells | Merge or delete duplicate |
Detect cell-ordering / enchainement problems in Jupyter notebooks (canonical-order slippage, misplaced or forgotten cells). Arguments: [target] [--severity HIGH|MED|LOW] [--json]
Resume multi-agent coordination session. Reads memory, RooSync inbox, GitHub issues, and produces a situational briefing with recommended actions. Arguments: [--dispatch] [--focus <topic>] [--reply-all]
Iterate on a GenAI notebook against the self-hosted stack via the genai-stack CLI (config dirs, auth, subdomains, quantization, GPU/VRAM). Arguments: <notebook|service> [--service comfyui|forge|vllm] [--quant int4|fp8] [--validate] [--bg]
Train an ML model in the QuantConnect ML-Training-Pipeline with thermal-safe GPU usage and rigorous validation. Arguments: <architecture|script> [--dry-run] [--seeds 0,1,7,42,99] [--folds 5] [--bg]
Execute iterative improvement workflow for QuantConnect strategies. Arguments: [strategy|issue#] [--iterations=N] [--no-backtest] [--commit]
Review and merge student exercise PRs during TP sessions. Arguments: <repo-url> [--class <class-id>] [--timeslot <HH:MM-HH:MM>] [--dry-run]