Agent skill · Backend & API

ontoly-software-graph

Use Ontoly's deterministic Software Graph, MCP server, and agent skills for architecture review, request tracing, impact analysis, and dependency analysis.

Nick44,086★ · +407/wk · 1 repos on radarProfile →
claude-codecodexcursorMIT
Install
npx skills add sickn33/agentic-awesome-skills --skill ontoly-software-graph --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 1
SKILL.md size: 7 KB
Bundled scripts: none
Declared author: 0xsarwagya
Path: skills/ontoly-software-graph/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 44,414 · +328 this week
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Ontoly Software Graph ## Overview Ontoly builds a deterministic Software Graph from a TypeScript repository and exposes it through CLI queries, MCP capabilities, and agent skills. Use this skill when a coding agent needs evidence-backed codebase understanding before searching files directly. 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. ## When to Use This Skill - Use when the user asks for repository architecture, module ownership, or onboarding help. - Use when tracing a request, route, controller, service, provider, dependency, or call chain. - Use when estimating impact for removing, renaming, or refactoring a symbol, module, package, route, or service. - Use when reviewing dependency topology, circular imports, dead code, configuration usage, or environment variables. - Use when the user explicitly wants Ontoly, Software Graph, MCP, graph validation, semantic coverage, or agent skills. ## How It Works ### Step 1: Verify Ontoly Is Available Check whether the repository already has Ontoly outputs such as `.ont

What's inside
Steps it walks through
  1. Overview
  2. When to Use This Skill
  3. How It Works
  4. Step 1: Verify Ontoly Is Available
  5. Step 2: Build or Refresh the Graph
  6. Step 3: Check Trust, Diagnostics, and Coverage
  7. Step 4: Use Ontoly MCP Capabilities
  8. Step 5: Answer With Evidence
  9. Step 6: Fall Back Gracefully
  10. Examples
  11. Architecture Review
  12. Request Tracing
  13. Impact Analysis
  14. Best Practices
Commands it runs
ontoly --help
find . -maxdepth 3 \( -name "SoftwareGraph.json" -o -name ".ontoly" \) -print
ontoly build .
ontoly mcp
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About this skill
What does the ontoly-software-graph skill do?

Use Ontoly's deterministic Software Graph, MCP server, and agent skills for architecture review, request tracing, impact analysis, and dependency analysis.

How do I install it?

Run `npx skills add sickn33/agentic-awesome-skills --skill ontoly-software-graph --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From sickn33/agentic-awesome-skills, a repository with 44,414 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going