Skills
.Work. You
Rest

Test Result Analysis Pipeline

Community

Automates test results & CI data extraction.

Data & Analytics#llm#excel#issue-triage#test-results#ci-data#e2e-benchmarks#torch-ops-extraction
Authordaisyden
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the extraction and organization of test results, CI data, and E2E benchmarks into a unified issue-triage Excel workbook for streamlined analysis and remediation.

Core Features & Use Cases

  • Ingests and harmonizes test results from nightly and stock CI reports, parses XML, and populates Test_Cases and E2E sheets for comprehensive triage.
  • Extracts torch-ops from error messages and test names to populate the torch-ops column for dependency analysis.
  • Performs LLM-based test existence checks, dependency mapping via RAG, and cross-issue duplicate detection to support end-to-end triage workflows.
  • Integrates with issue-basic-info extraction, PR reference collection, and category analysis to maintain a cohesive triage pipeline.

Quick Start

Run the processor from the repository root to execute all steps in sequence.

Dependency Matrix

Required Modules

pandasopenpyxlrequests

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Test Result Analysis Pipeline
Download link: https://github.com/daisyden/ai_for_validation/archive/main.zip#test-result-analysis-pipeline

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.