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quark-onnx-skill-sync

Detect upstream AMD Quark ONNX drift in skill guidance and contracts.

154|27|Updated Jun 19, 2024
Search Tags:#drift detection#quantization#onnx#custom ops#quark#skill sync
One-click install
npx skills add https://github.com/amd/Quark --skill quark-onnx-skill-sync
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: quark-onnx-skill-sync
Source: https://github.com/amd/Quark/tree/main/.claude/skills-impl/meta/onnx/quark-onnx-skill-sync
Command: npx skills add https://github.com/amd/Quark --skill quark-onnx-skill-sync

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps maintainers detect when upstream AMD Quark ONNX behavior has drifted from the assumptions encoded in the ONNX skill family, preventing stale guidance about quantization, calibration, custom ops, install matrices, and workflow rules.

Core Features & Use Cases

  • Source Drift Auditing: Compares Quark ONNX source files, docs, and examples against skill contracts to spot mismatches.
  • Contract Verification: Checks presets, calibration methods, QConfig fields, AutoSearchPro presets, and custom-op registrations for additions, removals, or renames.
  • Change Classification: Labels findings as mechanical, semantic, or breaking so updates can be prioritized safely.
  • Use Case: A maintainer upgrades Quark and wants to know whether ONNX quantization workflows, install guidance, or debugging instructions need to be revised before users are misled.

Quick Start

Ask the skill to audit the current Quark ONNX repository against the existing ONNX skill contracts and report any drift that needs review.

Frequently Asked Questions about quark-onnx-skill-sync

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I detect AMD Quark ONNX drift after an upgrade?▼

To detect AMD Quark ONNX drift, audit the upstream source files, docs, and examples against existing skill contracts to spot mismatches in quantization workflows, calibration methods, and custom-op registrations.

What is Quark ONNX source drift auditing?▼

Quark ONNX source drift auditing compares upstream Quark ONNX source files, docs, and examples against skill contracts to identify mechanical, semantic, or breaking changes that affect maintenance guidance.

How do I verify Quark ONNX presets and QConfig fields for breaking changes?▼

Verify Quark ONNX presets and QConfig fields by checking contract definitions for additions, removals, or renames, then classifying each finding as mechanical, semantic, or breaking to prioritize updates safely.

Does Quark ONNX drift detection work with custom ops and AutoSearchPro workflows?▼

Yes, Quark ONNX drift detection verifies custom-op registrations, execution-provider matrices, and AutoSearchPro workflows, flagging outdated assumptions in installation, quantization, and calibration guidance across the skill family.

When should I audit Quark ONNX quantization and calibration guidance?▼

Audit Quark ONNX quantization and calibration guidance when upgrading Quark versions to ensure installation matrices, custom-op registrations, and workflow rules remain aligned with current source behavior before users are misled.

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