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Agent skill

Tutorial Example Authoring

by isetbio in isetbio/isetbio

Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts.

MITAuto-check passed

Install Tutorial Example Authoring

skills CLI
$ npx skills add isetbio/isetbio --skill tutorial-example-authoring -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install isetbio/isetbio tutorial-example-authoring --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/isetbio/isetbio.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/tutorial-example-authoring .claude/skills/tutorial-example-authoring && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
tutorial-example-authoring
GitHub stars
115
Token cost
~560 tokens
SKILL.md length
221 words
Files
1
Skills in repo
9
Repo updated
First seen
Licence
MIT

At a glance

Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts.

  • Working in tutorials/
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Choosing tutorial versus example scope
  • Adding SkipFile

What it does

Tutorial Example Authoring is an agent skill from isetbio/isetbio. Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts. Use when working in tutorials/ or examples/, naming t.m, s.m, or data.m files, choosing tutorial versus example scope, adding SkipFile, or publishing teaching scripts to HTML.

Its SKILL.md is about 560 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Tools for modeling image systems engineering in the human visual system front end. The licence is MIT.

When your agent uses it

  • Working in tutorials/
  • Choosing tutorial versus example scope
  • Adding SkipFile
  • Publishing teaching scripts to HTML

Example prompts

  • “/tutorial-example-authoring”

What it can do on your machine

Read from SKILL.md and the folder at commit d2924c2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are matlab).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Tutorial Example Authoring loads about 560 tokens when it runs. Until then it costs about 76 tokens; SKILL.md has 221 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~76
When it runs · the whole SKILL.md, loaded when a task matches
~560

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from isetbio/isetbio at commit d2924c2, republished under its MIT licence (© isetbio). 221 words, ~560 tokens.

Download SKILL.mdSave it as .claude/skills/tutorial-example-authoring/SKILL.md (or your agent's skills folder).
name
tutorial-example-authoring
description
Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts. Use when working in tutorials/ or examples/, naming t_*.m, s_*.m, or data_*.m files, choosing tutorial versus example scope, adding SkipFile, or publishing teaching scripts to HTML.

Tutorial and Example Authoring

Instructions & Guidelines

Select the Correct Teaching Surface

Use tutorials/ for short, heavily commented introductions for learners who know programming but are learning image-systems engineering and ISETCam object fundamentals. A tutorial should present object setup, key *Get/*Set calls, basic *Window or *Plot output, and one simple quantitative checkpoint. Keep it fast and readable linearly.

Use examples/ for realistic, adaptable analysis patterns. Examples may be longer and can include end-to-end numerical analysis, visualization workflows, realistic parameters, and tradeoff exploration.

Use data_*.m for scripts that generate or refresh repository data. Do not name those side-effecting scripts t_*.m or s_*.m.

Authoring Standards
  • Prioritize clarity, reproducibility, stable outputs, and instructional value.
  • Use a clear header, readable section structure, and comments that explain the purpose of each section.
  • Link to related tests, nearby teaching scripts, or wiki material when useful.
  • Reuse existing constructors, accessors, and plotting helpers instead of embedding alternate APIs or ad hoc visualizations.
  • Validate a changed teaching script with the corresponding selected runner:
matlab
isetbioTutorialTest('selection','t_exampleName');
isetbioExampleTest('selection','s_exampleName');
Skipping and Publishing

Only add % SkipFile when a script requires unavailable external data or toolboxes, deliberate interaction, unusual expense, or a documented known failure. State the reason nearby. New and repaired files should use the canonical marker, not % UTTBSkip.

Publish tutorials or examples with the ISETCam-provided utilities:

matlab
s_publishTutorials
s_publishExamples
iePublish('filename.m')

iePublish applies the expected HTML formatting and embeds figure styles.

© isetbio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .github/skills/tutorial-example-authoring of isetbio/isetbio.

Open the folder on GitHubat commit d2924c2

Compare with similar skills

Tutorial Example Authoring next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Tutorial Example Authoring compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tutorial Example Authoring this skillisetbio/isetbio115—~560Automated safety check: PassMIT
Publishcode-yeongyu/oh-my-openagent70k—~5.5kAutomated safety check: WarnCustom licence
Social Publisheraffaan-m/ECC274k1 repos~1.1kAutomated safety check: PassMIT
Publishyc-software/qm15k—~2.2kAutomated safety check: WarnMIT
Hermes Agent Skill AuthoringNousResearch/hermes-agent252k—~3.6kAutomated safety check: PassMIT
Configuring Oauth2 Authorization Flowmukul975/Anthropic-Cybersecurity-Skills34k—~1.7kAutomated safety check: PassApache-2.0

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More from isetbio/isetbio

All 9 skills in this repo

  • Matlab Environment

    isetbio/isetbio

    Configure or troubleshoot a local MATLAB and VS Code environment for ISETBio.

    115 GitHub stars~558 tokensUpdated 12 days ago
    Auto-check passed

  • Matlab Evaluation

    isetbio/isetbio

    Run MATLAB non-interactively from a shell on this machine — locating the MATLAB binary, setting ISETCam/ISETBio paths for a batch session, and invoking -batch evaluation.

    115 GitHub stars~568 tokensUpdated 12 days ago
    Auto-check passed

  • Matlab Testing

    isetbio/isetbio

    Develop, run, diagnose, or report ISETBio MATLAB tests. An agent skill from isetbio/isetbio.

    115 GitHub stars~884 tokensUpdated 12 days ago
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  • Retinal Mosaic Data

    isetbio/isetbio

    Work with ISETBio cone and midget-RGC mosaic data, including loading, generating, migrating, caching, or reviewing lattices, serialized cMosaics, pre-baked mRGCMosaics, and compute-ready mosaics.

    115 GitHub stars~1.5k tokensUpdated 12 days ago
    Auto-check passed

  • Sdr Mosaic Data

    isetbio/isetbio

    Create, publish, organize, or fetch the ISETBio retinal mosaic data deposit in the Stanford Digital Repository (SDR).

    115 GitHub stars~1.6k tokensUpdated 12 days ago
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  • Matlab Script Review

    isetbio/isetbio

    Review existing ISETBio MATLAB tutorial, example, or demo scripts without implementing behavior.

    115 GitHub stars~655 tokensUpdated 12 days ago
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Questions about Tutorial Example Authoring

What does Tutorial Example Authoring do?

Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts. Tutorial Example Authoring is an agent skill from isetbio/isetbio. Create, move, review, publish, or test ISETBio tutorials, examples, and data-generation scripts.

When should I use Tutorial Example Authoring?

Tutorial Example Authoring fits situations like: working in tutorials/; choosing tutorial versus example scope; adding SkipFile; publishing teaching scripts to HTML.

How do I install Tutorial Example Authoring in Claude Code?

Run `npx skills add isetbio/isetbio --skill tutorial-example-authoring -a claude-code`. Or copy the skill folder (.github/skills/tutorial-example-authoring in isetbio/isetbio) into .claude/skills/tutorial-example-authoring in your project. Claude Code loads it when a task matches its description.

How do I install Tutorial Example Authoring in Codex?

Run `npx skills add isetbio/isetbio --skill tutorial-example-authoring -a codex`. Or copy the skill folder (.github/skills/tutorial-example-authoring in isetbio/isetbio) into .agents/skills/tutorial-example-authoring in your project. Codex loads it when a task matches its description.

Can I use Tutorial Example Authoring in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add isetbio/isetbio --skill tutorial-example-authoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tutorial-example-authoring, .gemini/skills/tutorial-example-authoring, .github/skills/tutorial-example-authoring and .opencode/skills/tutorial-example-authoring in your project.

What does Tutorial Example Authoring need to run?

SKILL.md names no scripts, command-line tools or credentials: Tutorial Example Authoring is instructions for the agent only.

Does Tutorial Example Authoring access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Tutorial Example Authoring safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Tutorial Example Authoring use?

Tutorial Example Authoring is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Tutorial Example Authoring use?

About 560 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Tutorial Example Authoring?

Skills that share tags, products or a category with Tutorial Example Authoring: Publish (code-yeongyu/oh-my-openagent, 70k stars), Social Publisher (affaan-m/ECC, 274k stars), Publish (yc-software/qm, 15k stars) and Hermes Agent Skill Authoring (NousResearch/hermes-agent, 252k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tutorial Example Authoring?

isetbio (a GitHub organization) maintains it in isetbio/isetbio, which has 115 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 25, 2026.

Source: isetbio/isetbio on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.