notebook.split_header_cells

notebook.split_header_cells is a skill for Claude Code from gpsaggese/helpers. It costs 13 tokens per session (436 once invoked), scanned A, original, Apache-2.0.

A notebook-editing procedure for splitting Jupyter Markdown cells so each has one heading and its text. It also removes surrounding blank lines and syncs the result with Jupytext, a tool that pairs notebooks with text files.

In plain words
What is it for?
Use it to clean and reorganize Markdown cells in Jupyter notebooks while preserving their content and updating the paired Python representation.
Why use it?
It prevents notebook sections from mixing multiple headings or stray blank lines, which makes the document structure harder to read and maintain.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: model in frontmatter; reads .claude/ paths.

Good fit Use it to clean and reorganize Markdown cells in Jupyter notebooks while preserving their content and updating the paired Python representation.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/gpsaggese/helpers/notebook.split_header_cells
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add gpsaggese/helpers --skill notebook.split_header_cells
Clone the repo
git clone --depth 1 https://github.com/gpsaggese/helpers

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for notebook.split_header_cells

README.md
[![agentmods](https://agentmods.dev/badge/skills/gpsaggese/helpers/notebook.split_header_cells/github.svg)](https://agentmods.dev/skills/gpsaggese/helpers/notebook.split_header_cells)
Your own site
<a href="https://agentmods.dev/skills/gpsaggese/helpers/notebook.split_header_cells"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/notebook.split_header_cells/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for notebook.split_header_cells

Your own site · 80×15
<a href="https://agentmods.dev/skills/gpsaggese/helpers/notebook.split_header_cells"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/notebook.split_header_cells.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 13 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 436 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00013 $0.00436
Opus 5.5 $0.00005 $0.00174
Sonnet 5.5 $0.00003 $0.00087
Haiku 4.5 $0.00001 $0.00044

Measured yesterday against content hash 17a5cff1e9e2, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

notebook.split_header_cells scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/notebook.split_header_cells/SKILL.md · 67 lines

What it actually says

Goal

  • Split each markdown cell in a Jupyter notebook so it has at most one header

Workflow

Split Markdown Cells

  • Make sure each markdown cell has at most one header and some text
    • Bad (there are 3 headers in the same cell: one H1, one H2, one H3)
      # %% [markdown]
      # Part 3: Composition Examples
      
      ## Example 1: Minimal End-to-End Workflow
      
      Rain -> Sprinkler -> Grass Wet
      
      ### Mental Model
      
    • Good (each header is in a different cell)
      # %% [markdown]
      # Part 3: Composition Examples
      
      # %% [markdown]
      ## Example 1: Minimal End-to-End Workflow
      
      Rain -> Sprinkler -> Grass Wet
      
      # %% [markdown]
      ### Mental Model
      

Remove Empty Lines

  • Remove empty lines at the start or end of a markdown cell
    • Bad (blank lines around the header)
      
      # %% [markdown]
      # Part 3: Composition Examples
      
      
      
    • Good (no blank lines around the header)
      # %% [markdown]
      # Part 3: Composition Examples
      

Sync with Jupytext

  • At the end, run jupytext --sync to update the paired Python notebook, per # Code Architecture and Responsibility -> ## Utilities vs. Notebook Responsibilities in .claude/skills/notebook.rules.md

Constraints

  • Do not change or remove any Python code cell
  • Do not change the content of the markdown text besides splitting cells

Verification

  • Confirm no markdown cell contains more than one header
  • Confirm every Python code cell is unchanged
  • Confirm the .ipynb and paired .py file are in sync via Jupytext
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 67 lines · 13 tokens per session scan A 17a5cff1e9e2

Subscribe to this mod's changes

notebook.split_header_cells is a skill published in the GitHub repository gpsaggese/helpers (158 stars, last pushed today), licensed Apache-2.0. It adds 13 tokens to every session and 436 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-06.

Related

notebook.split_header_cells compared with skills from other repositories

notebook.split_header_cells next to 6 skills from other repositories
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