Agent skill

Concept Classifier

by dmccreary in dmccreary/ibook-skills

Creates a p5.js MicroSim where students read scenarios and sort them into the correct category.

CC-BY-NC-4.0Auto-check passedEducation

Install Concept Classifier

skills CLI
$ npx skills add dmccreary/ibook-skills --skill concept-classifier -a claude-code

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

GitHub CLI
$ gh skill install dmccreary/ibook-skills concept-classifier --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/dmccreary/ibook-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/archived/concept-classifier .claude/skills/concept-classifier && 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
concept-classifier
GitHub stars
105
Token cost
~2.5k tokens
SKILL.md length
841 words
Files
5
Skills in repo
32
Repo updated
First seen
Licence
CC-BY-NC-4.0

At a glance

Creates a p5.js MicroSim where students read scenarios and sort them into the correct category.

  • Works in 8 steps: Cognitive Bias Quiz (Ethics/Psychology) → Logical Fallacy Identifier… → Literary Device Recognizer… → …
  • Any subject where learners need to recognize patterns
  • SKILL.md covers Overview, When to Use This Skill, Features and Data Structure, plus 11 more sections
  • Runs JavaScript scripts from its folder; reaches dmccreary.github.io

What it does

Concept Classifier is an agent skill from dmccreary/ibook-skills. Creates a p5.js MicroSim where students read scenarios and sort them into the correct category. Use for any subject where learners need to recognize patterns, identify types, or categorize examples.

Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `templates/concept-classifier-template.js`, `templates/data-template.json` and `templates/index-template.md`).

It sits in Education, covering Generative and creative coding.

When your agent uses it

  • Any subject where learners need to recognize patterns
  • Categorize examples

Example prompts

  • “Use the concept-classifier skill to create a p5.js MicroSim where students read scenarios and sort them into the correct category”
  • “/concept-classifier”

Requirements

  • Node.js

Workflow steps

8 steps, taken from the step headings in SKILL.md.

  1. Cognitive Bias Quiz (Ethics/Psychology)
  2. Logical Fallacy Identifier (Philosophy/Critical Thinking)
  3. Literary Device Recognizer (English/Literature)
  4. Chemical Reaction Classifier (Chemistry)
  5. Historical Era Matcher (History)
  6. Design Pattern Identifier (Computer Science)
  7. Musical Form Quiz (Music)
  8. Art Movement Classifier (Art History)

What it can do on your machine

Read from SKILL.md and the folder at commit 6789126. 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

    Ships script files (JavaScript), which the agent can run.

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

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • dmccreary.github.io

    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

Concept Classifier loads about 2.5k tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 841 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~54
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k

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

Its licence (CC-BY-NC-4.0) doesn't allow us to republish the file, so here is its outline and opening line. It has 841 words (~2,497 tokens).

“This skill creates interactive classification quiz MicroSims using p5.js. Students are presented with scenarios, examples, or descriptions and must classify them into the correct category from multiple choice options. The quiz format is ideal for teaching pattern recognition, concept identification…”

— opening of SKILL.md by dmccreary, CC-BY-NC-4.0
name
concept-classifier
model
sonnet
license
Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files in skills/archived/concept-classifier of dmccreary/ibook-skills.

  • SKILL.md
  • templates/concept-classifier-template.js
  • templates/data-template.json
  • templates/index-template.md
  • templates/main-template.html

Open the folder on GitHubat commit 6789126

Compare with similar skills

Concept Classifier 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.

Concept Classifier compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Concept Classifier this skilldmccreary/ibook-skills105—~2.5kAutomated safety check: PassCC-BY-NC-4.0
Non-Orthogonal Timber Geometrylukapiskorec/craftbot150—~1.2kAutomated safety check: PassCustom licence
Algorithmic Art with p5.jsanthropics/skills180k38 repos~4.9kAutomated safety check: PassApache-2.0
Canvas Designanthropics/skills180k52 repos~3kAutomated safety check: PassApache-2.0
Image to Three.js Modelimg2threejs/img2threejs18k1 repos~8.2kAutomated safety check: PassApache-2.0
Codebase to Coursezarazhangrui/codebase-to-course5.7k—~4.4kAutomated safety check: PassNone

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    Creates original generative art in two steps: a written algorithmic philosophy, then a p5.js sketch with seeded randomness and an interactive viewer for exploring parameters.

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Questions about Concept Classifier

What does Concept Classifier do?

Creates a p5.js MicroSim where students read scenarios and sort them into the correct category. Concept Classifier is an agent skill from dmccreary/ibook-skills.js MicroSim where students read scenarios and sort them into the correct category.

When should I use Concept Classifier?

Concept Classifier fits situations like: any subject where learners need to recognize patterns; categorize examples.

How do I install Concept Classifier in Claude Code?

Run `npx skills add dmccreary/ibook-skills --skill concept-classifier -a claude-code`. Or copy the skill folder (skills/archived/concept-classifier in dmccreary/ibook-skills) into .claude/skills/concept-classifier in your project. Claude Code loads it when a task matches its description.

How do I install Concept Classifier in Codex?

Run `npx skills add dmccreary/ibook-skills --skill concept-classifier -a codex`. Or copy the skill folder (skills/archived/concept-classifier in dmccreary/ibook-skills) into .agents/skills/concept-classifier in your project. Codex loads it when a task matches its description.

Can I use Concept Classifier 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 dmccreary/ibook-skills --skill concept-classifier -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/concept-classifier, .gemini/skills/concept-classifier, .github/skills/concept-classifier and .opencode/skills/concept-classifier in your project.

What does Concept Classifier need to run?

Going by SKILL.md and its folder, Concept Classifier needs JavaScript for the scripts in its folder. Our summary lists: Node.js.

Does Concept Classifier access the network?

SKILL.md names 1 domain. In commands or code: dmccreary.github.io; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Concept Classifier 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 Concept Classifier use?

Concept Classifier is published under the CC-BY-NC-4.0 licence (declared in SKILL.md).

How many tokens does Concept Classifier use?

About 2.5k tokens (SKILL.md is roughly 10k 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 Concept Classifier?

Skills that share tags, products or a category with Concept Classifier: Non-Orthogonal Timber Geometry (lukapiskorec/craftbot, 150 stars), Algorithmic Art with p5.js (anthropics/skills, 180k stars), Canvas Design (anthropics/skills, 180k stars) and Image to Three.js Model (img2threejs/img2threejs, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Concept Classifier?

dmccreary (a GitHub user) maintains it in dmccreary/ibook-skills, which has 105 GitHub stars. The repository holds 32 skills in this directory. The repository was last updated on October 7, 2026.

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