How do I install the Conversion Issues skill?

Run npx skillmds@latest add openvinotoolkit/conversion-issues in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

What does the Conversion Issues skill do?

Investigate and fix model conversion issues in OpenVINO Frontends (ONNX, PyTorch) — triage, debugging, accuracy comparison, and pre-submission verification. It is listed under AI & ML on SkillMD.

Is Conversion Issues safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Conversion Issues?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Conversion Issues free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Conversion Issues?

openvinotoolkit (@openvinotoolkit) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Conversion Issues by openvinotoolkit

Name: Conversion Issues
Author: openvinotoolkit

File contents

Agent Skill: Investigate and Fix Frontend Conversion Issues

Goal

Diagnose and fix issues where models fail to convert to OpenVINO IR or produce incorrect inference results through an OpenVINO frontend.

Framework-Specific Workflows

Each frontend has its own detailed investigation workflow. Read the one matching the target framework:

Frontend	Skill file	What it covers
ONNX	onnx.md	Triage (unsupported op / conversion bug / shape-type / opset gap), ORT baseline comparison, translator debugging, `.prototxt` test models, C++ GTest, pre-submission checklist
PyTorch	pytorch.md	Triage (unsupported op / tracing mode / inplace / normalize-step), TorchScript vs torch.export identification, layer test debugging, pre-submission checklist

Related Skills (adding new ops)

Frontend	Skill file	When to use
ONNX	add-fe-op/onnx.md	Implementing a new ONNX op translator from scratch
PyTorch	add-fe-op/pytorch.md	Implementing a new PyTorch op translator from scratch

Notes

Always verify the model works with the framework's reference runtime (ONNX Runtime / PyTorch) before investigating OpenVINO code.
Prefer minimal, root-cause fixes over broad refactors.
Every fix needs a test and must pass the full frontend test suite.

Frequently asked questions

Conversion Issues