megatron-change-analyzer

Analyze Megatron-LM change-sets into structured feature evolution events.

31|1|Updated Mar 28, 2026
One-click install
npx skills add https://github.com/Ascend/agent-skills --skill megatron-change-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: megatron-change-analyzer
Source: https://github.com/Ascend/agent-skills/tree/main/skills/megatron-change-analyzer
Command: npx skills add https://github.com/Ascend/agent-skills --skill megatron-change-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The Megatron Change Analyzer converts raw Megatron-LM change-sets into structured feature-evolution insights, enabling teams to understand what changed and why.

Core Features & Use Cases

  • Generate feature-level events from commits/PRs and map them to migration relevance for downstream planning.
  • Separate upstream implementation signals from high-level summaries to assist MindSpeed adaptation work.
  • Produce implementation units and evidence to support downstream porting without editing MindSpeed here.

Quick Start

Provide a structured feature-event report from a normalized Megatron change-set, highlighting each feature with implementation units and migration relevance.

Frequently Asked Questions about megatron-change-analyzer

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

FAQPage Schema
How do I analyze Megatron-LM commits for downstream migration impact?

By extracting commits and touched files from Megatron-LM change-sets, the Skill assigns areas, assesses risk, and generates implementation units with porting notes to support downstream MindSpeed adaptation work.

What is feature evolution analysis for Megatron-LM change-sets?

The Skill produces a structured feature-event report from a normalized Megatron change-set, highlighting each feature with its implementation units and migration relevance for downstream planning.

Can I generate porting notes for MindSpeed adaptation from upstream branch changes?

It processes branch changes by extracting commits, assigning areas, and assessing risk to generate structured implementation units and porting notes specifically for MindSpeed adaptation work.

Does the Megatron change analyzer directly modify MindSpeed code during analysis?

The Skill strictly separates upstream implementation signals from high-level summaries to assist MindSpeed adaptation, generating evidence and implementation units without directly editing MindSpeed code.

How do I assess migration risk for Megatron-LM feature evolution?

Risk assessment is performed by analyzing touched files and commit history within Megatron-LM change-sets, producing a structured feature-event report that highlights migration relevance and potential downstream impact.