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.
npx skills add gpsaggese/helpers --skill slides.add_tutorial_linksgit clone --depth 1 https://github.com/gpsaggese/helpersWrote 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.
[](https://agentmods.dev/skills/gpsaggese/helpers/slides.add_tutorial_links)<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.
<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>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.
| Model | Per session | Once 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 |
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.
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.txtand<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
- E.g.,
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
Add Links
- 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
- The anchor is the rendered HTML's cell heading, e.g.
- 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"
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.
- yesterday First seen · 45 lines · 11 tokens per session scan A ac979b40af32
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.
slides.add_tutorial_links compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| slides.add_tutorial_linksgpsaggese/helpers | Skill | 158 | today | Apache-2.0 | A | 11 | Claude Code |
| hr-onboardingnexu-io/open-design | Skill | 106k | today | Apache-2.0 | A | 62 | Claude Code, Codex |
| book-mirrorgarrytan/gbrain | Skill | 32k | today | MIT | A | 138 | Claude Code |
| exam-forecastanthropics/claude-for-legal | Skill | 9.9k | today | Apache-2.0 | A | 73 | Claude Code |
| lean-formalizewanshuiyin/Auto-claude-code-research-in-sleep | Skill | 19k | yesterday | MIT | A | 81 | Claude Code |
| deck-course-modulenexu-io/html-anything | Skill | 9.4k | yesterday | Apache-2.0 | A | 25 | Claude Code, Codex |
| eli5companion-inc/feynman | Skill | 10k | 7d ago | MIT | A | 63 | Claude Code, Codex |