What does the Ontoly Software Graph skill do?

It serves as an operating guide for the public Ontoly project, providing reference information about Ontoly's infrastructure components including its generated graph, semantic model, query engine, and MCP server.

Does this skill perform code compilation or contain compiler logic?

No, it explicitly does not contain compiler logic or perform code compilation. All software understanding should come from Ontoly's generated graph and related components instead.

When should I use the Ontoly Software Graph skill?

Use it when you need reference information about Ontoly's infrastructure components and how the Ontoly project operates, not when you need actual code compilation or direct software analysis.

Who is this skill designed for?

It is designed for users who need an operating guide for the public Ontoly project and understand that this is reference documentation rather than a tool that performs software analysis directly.

Skill

Navigate software architecture using semantic knowledge graphs

Name: Ontoly Software Graph
Availability: OnlineOnly
Author: 0xsarwagya

Operating guide for the public Ontoly project, covering its generated graph, semantic model, query engine, and MCP server.

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Works with ontolymcp

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Spark score

out of 100

Updated 3 days ago

Source checked Sep 17, 2026

Version 17.4.0

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Why it matters

Understand and navigate complex software codebases by querying Ontoly's semantic graph model to retrieve architectural insights, relationships, and code structure without running compiler logic.

Outcomes

What it gets done

Query the Ontoly semantic model to understand code relationships and dependencies

Navigate software architecture through the generated knowledge graph

Access code structure and patterns via the MCP server interface

Retrieve architectural insights from the graph-based representation

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-ontoly-software-graph | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

Reports

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Overview

Ontoly Software Graph

This skill serves as an operating guide for the public Ontoly project. It directs users to Ontoly's generated graph, semantic model, query engine, and MCP server for software understanding. The skill does not contain compiler logic itself. Use this skill when you need guidance on operating Ontoly's public software graph infrastructure or accessing its software understanding capabilities through the query engine and MCP server.

What it does

This skill provides an operating guide for the public Ontoly project. It does not contain compiler logic; instead, it directs users to Ontoly's generated graph, semantic model, query engine, and MCP server.

When to use - and when NOT to

Use this skill when you need an operating guide for the public Ontoly project and its components: the generated graph, semantic model, query engine, and MCP server. Do NOT use this skill if you need compiler logic or expect it to perform software analysis directly - it serves as a guide to Ontoly's tools rather than implementing analysis itself.

Outputs

Users receive operational guidance for working with Ontoly's generated graph, semantic model, query engine, and MCP server.

Integrations

MCP server - referenced as part of the Ontoly project infrastructure.

Who it's for

This skill is for users who need an operating guide for the public Ontoly project and its components.

Source README

This skill is an operating guide for the public Ontoly project. It does not contain compiler logic; all software understanding should come from Ontoly's generated graph, semantic model, query engine, and MCP server.

FAQ

Common questions

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