analyze-and-convert

Testing & Quality

Analyze a HuggingFace model and attempt OpenVINO conversion — probe properties, run strategy matrix, classify failures, and produce a structured routing report.

QUICK START

How to use this skill

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Prompt to paste

I want to install this Agent Skill for this project in Codex.

Source SKILL.md: https://github.com/openvinotoolkit/openvino/blob/HEAD/.github/agents-prototype/skills/analyze-and-convert/SKILL.md

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First, summarize what it does, its dependencies, license status if identifiable, and any risks. Show the exact files you propose to add under .agents/skills/analyze-and-convert/. Do not write files or run scripts until I approve.

After I approve, install the complete skill folder, including required referenced files, into that project location. Verify it is discoverable, then tell me its actual invocation name and how to use it. Do not claim it is installed until you have verified it.

Copying this prompt does not install or run the skill. Review third-party files before use. Codex skill guide

Skill: Analyze and Convert

When to use

When you have a model ID (or local path) and need to determine whether it converts to OpenVINO IR, identify why it fails, and emit routing signals for the next agent in the pipeline.

Steps

Execute in strict order — each step produces files consumed by the next.

Step	File	Purpose
1	probe-model.md	Gather model profile (architecture, task, op types) without downloading weights
2	try-conversion.md	Run conversion strategy matrix (optimum-cli / ovc / convert_model), capture all outputs
3	classify-failure.md	Map errors to taxonomy, extract `missing_op` / `shape_inference` / `accuracy` signals (skip on full success)
4	build-report.md	Assemble structured report, emit `<!-- agent-result -->` marker for orchestrator