slides.add_tutorial_links

slides.add_tutorial_links is a skill for Claude Code from gpsaggese/helpers. It costs 11 tokens per session (457 once invoked), scanned A, original, Apache-2.0.

A linking procedure that connects lecture slides to matching sections in a rendered tutorial notebook. A rendered notebook is an interactive programming document shown as a web page, with headings that can be linked directly.

In plain words
What is it for?
Use it with a slide file and tutorial URL to match concepts, add links to matching notebook cells, and leave unmatched slides untouched.
Why use it?
It helps readers move from a slide’s idea to the corresponding tutorial explanation without changing the slide content or structure.

Skill for Claude Code

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

Good fit Use it with a slide file and tutorial URL to match concepts, add links to matching notebook cells, and leave unmatched slides untouched.

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

README.md
[![agentmods](https://agentmods.dev/badge/skills/gpsaggese/helpers/slides.add_tutorial_links/github.svg)](https://agentmods.dev/skills/gpsaggese/helpers/slides.add_tutorial_links)
Your own site
<a href="https://agentmods.dev/skills/gpsaggese/helpers/slides.add_tutorial_links"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/slides.add_tutorial_links/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 slides.add_tutorial_links

Your own site · 80×15
<a href="https://agentmods.dev/skills/gpsaggese/helpers/slides.add_tutorial_links"><img src="https://agentmods.dev/badge/skills/gpsaggese/helpers/slides.add_tutorial_links.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 11 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 457 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 $0.00011 $0.00457
Opus 5.5 $0.00004 $0.00183
Sonnet 5.5 $0.00002 $0.00091
Haiku 4.5 $0.00001 $0.00046

Measured yesterday against content hash ac979b40af32, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

slides.add_tutorial_links 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/slides.add_tutorial_links/SKILL.md · 45 lines

What it actually says

Goal

  • Given a slides file <SMD_FILE> and a rendered HTML tutorial <TUTORIAL_URL>, add links from each slide to the tutorial section it corresponds to

    • E.g., <SMD_FILE> = msml610/lectures_source/Lesson09.3-Multi_Armed_Bandits.txt and <TUTORIAL_URL> = https://raw.githack.com/gpsaggese/gpsaggese.github.io/gp_scratch/msml610/tutorials/L09_multi_armed_bandits/L09_03_02_multi_armed_bandits.html

Workflow

Find the Relationship

  • Read <SMD_FILE> and <TUTORIAL_URL>
  • If a companion tutorial markdown exists next to the notebook (e.g., <TUTORIAL_DIR>/<TUTORIAL_NAME>.md), use it to match slides to tutorial cells
  • Match each slide to the tutorial cell(s) that cover the same concept
  • For each match, add a link in the slide to the tutorial anchor for that cell
    • The anchor is the rendered HTML's cell heading, e.g. <TUTORIAL_URL>#Cell-1:-Introduction---Casino-Slot-Machines
  • Do not add a link when no tutorial cell clearly corresponds to the slide

Leave Structure and Content Unchanged

  • Do not change the structure of the text (titles, bullet hierarchy, div fenced blocks) or the substantive content: add only the link

Conventions

  • Follow the role specified in .claude/skills/role.ai_researcher.md
  • Follow the conventions in .claude/skills/slides.rules.md

Verification

  • Check that each added anchor points to an actual heading in <TUTORIAL_URL>, not a guessed slug
  • Make sure that the updated slides render correctly, e.g.,
    > gen_slides.py -i <FILE> --notes_to_pdf_args="--skip_action open_pdf"
    
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 · 45 lines · 11 tokens per session scan A ac979b40af32

Subscribe to this mod's changes

slides.add_tutorial_links is a skill published in the GitHub repository gpsaggese/helpers (158 stars, last pushed today), licensed Apache-2.0. It adds 11 tokens to every session and 457 once invoked, about $0.0000 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

slides.add_tutorial_links compared with skills from other repositories

slides.add_tutorial_links next to 6 skills from other repositories
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slides.add_tutorial_linksgpsaggese/helpersSkill158todayApache-2.0A11Claude Code
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lean-formalizewanshuiyin/Auto-claude-code-research-in-sleepSkill19kyesterdayMITA81Claude Code
deck-course-modulenexu-io/html-anythingSkill9.4kyesterdayApache-2.0A25Claude Code, Codex
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