Skills
.Work. You
Rest

ad-pipeline-failure-pr

Official

Debug CI pipeline failures

Software Engineering#automation#ci/cd#debugging#root cause analysis#gitlab#pipeline failure
AuthorNVIDIA
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the analysis of CI/CD pipeline failures, identifying root causes, grouping similar issues, and suggesting actionable fixes through pull requests or issues.

Core Features & Use Cases

  • Automated Failure Triage: Analyzes failed jobs in GitLab pipelines, extracts error logs, and categorizes failures.
  • Root Cause Analysis: Groups similar failures into actionable buckets based on code ownership and failure signatures.
  • Automated Remediation: Creates pull requests for actionable issues or logs issues for trackable but unfixable problems.
  • Use Case: When a critical model-coverage pipeline fails, this Skill can automatically pinpoint the exact jobs that failed, identify if it's an OOM error, a timeout, or a specific model configuration issue, and then propose a fix via a PR to the relevant repository.

Quick Start

Use the ad-pipeline-failure-pr skill to analyze the latest AutoDeploy pipeline and report findings.

Dependency Matrix

Required Modules

None required

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: ad-pipeline-failure-pr
Download link: https://github.com/NVIDIA/TensorRT-LLM/archive/main.zip#ad-pipeline-failure-pr

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 223,000+ vetted skills library on demand.