Agent skill

Ontology Generator

by infranodus in infranodus/skills

Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization.

No licenceAuto-check passedKnowledge Management

Install Ontology Generator

skills CLI
$ npx skills add infranodus/skills --skill ontology-generator -a claude-code

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

GitHub CLI
$ gh skill install infranodus/skills ontology-generator --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/infranodus/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skill-ontology-creator .claude/skills/ontology-generator && 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
ontology-generator
GitHub stars
119
Token cost
~2.2k tokens
SKILL.md length
681 words
Files
1
Skills in repo
15
Repo updated
First seen
Licence
None found

At a glance

Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization.

  • Works in 2 steps: Topic: Generate comprehensive ontology… → Text: Extract ontological structure from…
  • The user requests to create an ontology
  • SKILL.md covers Input Types, Entity Generation Principles, Output Format and Relation Codes, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ontology Generator is an agent skill from infranodus/skills. Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization. Use when the user requests to create an ontology, extract entities and relationships from text, or generate knowledge graph structures. Handles both topic-based ontology generation and entity extraction from existing text. Output is formatted for direct paste into InfraNodus.com for network visualization and AI-powered gap analysis.

Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Knowledge Management, covering Knowledge graphs. The repository describes itself as: Skills to augment LLM thinking process, integrated with InfraNodus insight generation tool.

When your agent uses it

  • The user requests to create an ontology
  • Extract entities and relationships from text
  • Generate knowledge graph structures

Example prompts

  • “/ontology-generator”

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. Topic: Generate comprehensive ontology for a given domain
  2. Text: Extract ontological structure from provided text

What it can do on your machine

Read from SKILL.md and the folder at commit 8a2a909. 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.

    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

Ontology Generator loads about 2.2k tokens when it runs. Until then it costs about 115 tokens; SKILL.md has 681 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~115
When it runs · the whole SKILL.md, loaded when a task matches
~2.2k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 681 words (~2,184 tokens).

“Generate ontological knowledge graphs in InfraNodus format using [[wikilinks]] syntax. Output can be pasted directly into InfraNodus.com to visualize as a network and develop gaps and clusters with AI.”

— opening of SKILL.md by infranodus
name
ontology-generator

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skill-ontology-creator of infranodus/skills.

Open the folder on GitHubat commit 8a2a909

Compare with similar skills

Ontology Generator 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.

Ontology Generator compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ontology Generator this skillinfranodus/skills119—~2.2kAutomated safety check: PassNone
Obsidian Canvas BoardsAgriciDaniel/claude-obsidian15k—~1.4kAutomated safety check: PassMIT
Ontology1mancompany/OneManCompany4422 repos~1.5kAutomated safety check: PassApache-2.0
Knowledge Graphgnomeria/usbtree691—~1.5kAutomated safety check: PassMIT
Graphagenticnotetaking/arscontexta3.5k—~4.9kAutomated safety check: NotesMIT
LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything86k—~1.5kAutomated safety check: PassMIT

Similar skills

  • Obsidian Canvas Boards

    AgriciDaniel/claude-obsidian

    Creates, inspects and updates Obsidian JSON Canvas boards in a vault, with text, file, link, group and edge nodes, using safe recoverable edits.

    15k GitHub stars~1.4k tokensUpdated 1 mo ago
    Knowledge ManagementAuto-check passed
  • Ontology

    1mancompany/OneManCompany

    Typed knowledge graph for structured agent memory and composable skills.

    442 GitHub starsUsed in 2 repos~1.5k tokens
    Knowledge ManagementAuto-check passed
  • Knowledge Graph

    gnomeria/usbtree

    Set up and maintain a lightweight, file-based knowledge graph of the repo — entities, typed relations, decisions, gotchas — so agents load context fast instead of re-exploring the codebase every…

    691 GitHub stars~1.5k tokensUpdated 1 mo ago
    Knowledge ManagementAuto-check passed
  • Graph

    agenticnotetaking/arscontexta

    Interactive knowledge graph analysis. An agent skill from agenticnotetaking/arscontexta.

    3.5k GitHub stars~4.9k tokensUpdated 7 mo ago
    Knowledge ManagementAuto-check: notes
  • LLM Wiki Knowledge Graph

    Egonex-AI/Understand-Anything

    Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.

    86k GitHub stars~1.5k tokensUpdated yesterday
    Knowledge ManagementAuto-check passed
  • Gitnexus Guide

    aws-samples/sample-kolya-br-proxy

    Official

    A skill your agent uses when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference.

    106 GitHub starsUsed in 11 repos~867 tokens
    Knowledge ManagementAuto-check passed

More from infranodus/skills

All 15 skills in this repo
  • LLM Wiki

    infranodus/skills

    Guide users through setting up a personal LLM-maintained wiki — a persistent, compounding knowledge base where the LLM incrementally builds and maintains interlinked markdown pages from raw sources.

    119 GitHub stars~8.6k tokensUpdated 20 days ago
    Auto-check: notes
  • Actionize

    infranodus/skills

    Turn insights, findings, or research into an actionable plan with deadlines and scheduled Telegram reminders.

    119 GitHub stars~3.8k tokensUpdated 20 days ago
    Auto-check: notes
  • Vipassana LLM

    infranodus/skills

    Apply Vipassana meditation principles to LLM processing — equanimous scanning, non-reactive observation, impermanence awareness (anicca), and breaking the sankhara chain of conditioned reactions.

    119 GitHub stars~3.3k tokensUpdated 20 days ago
    Auto-check passed
  • Youtube Viral Optimizer

    infranodus/skills

    Generate high-CTR YouTube thumbnails, titles, and video scripts optimized for virality.

    119 GitHub stars~3.6k tokensUpdated 20 days ago
    Auto-check passed
  • Cognitive Variability

    infranodus/skills

    Guide conversations through dynamic shifts between zoom levels (scale) and connecting/exploring (intent) to unlock creative breakthroughs and prevent rigid thinking.

    119 GitHub stars~7.8k tokensUpdated 20 days ago
    Auto-check passed
  • Perspective Reversal

    infranodus/skills

    Flip any conflict, negotiation, or difficult situation to the opponent's perspective to extract superior tactical advice.

    119 GitHub stars~2.1k tokensUpdated 20 days ago
    Auto-check passed

Questions about Ontology Generator

What does Ontology Generator do?

Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization. Ontology Generator is an agent skill from infranodus/skills. Generate comprehensive ontological knowledge graphs in [[wikilinks]] syntax for InfraNodus visualization.

When should I use Ontology Generator?

Ontology Generator fits situations like: the user requests to create an ontology; extract entities and relationships from text; generate knowledge graph structures.

How do I install Ontology Generator in Claude Code?

Run `npx skills add infranodus/skills --skill ontology-generator -a claude-code`. Or copy the skill folder (skill-ontology-creator in infranodus/skills) into .claude/skills/ontology-generator in your project. Claude Code loads it when a task matches its description.

How do I install Ontology Generator in Codex?

Run `npx skills add infranodus/skills --skill ontology-generator -a codex`. Or copy the skill folder (skill-ontology-creator in infranodus/skills) into .agents/skills/ontology-generator in your project. Codex loads it when a task matches its description.

Can I use Ontology Generator 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 infranodus/skills --skill ontology-generator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ontology-generator, .gemini/skills/ontology-generator, .github/skills/ontology-generator and .opencode/skills/ontology-generator in your project.

What does Ontology Generator need to run?

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

Does Ontology Generator 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 Ontology Generator 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 Ontology Generator use?

No licence was found for Ontology Generator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Ontology Generator use?

About 2.2k tokens (SKILL.md is roughly 8.7k 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 Ontology Generator?

Skills that share tags, products or a category with Ontology Generator: Obsidian Canvas Boards (AgriciDaniel/claude-obsidian, 15k stars), Ontology (1mancompany/OneManCompany, 442 stars), Knowledge Graph (gnomeria/usbtree, 691 stars) and Graph (agenticnotetaking/arscontexta, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ontology Generator?

infranodus (a GitHub organization) maintains it in infranodus/skills, which has 119 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on September 20, 2026.

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