debug-ci-failure

Diagnose CircleCI failures using Datadog test visibility data.

Updated Feb 4, 2026
One-click install
npx skills add https://github.com/rwc9u/claude-config --skill debug-ci-failure-rwc9u
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: debug-ci-failure
Source: https://github.com/rwc9u/claude-config/tree/main/skills/debug-ci-failure
Command: npx skills add https://github.com/rwc9u/claude-config --skill debug-ci-failure-rwc9u

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Investigate CI failures by bridging CircleCI pipeline data with Datadog CI Test Visibility to surface root causes and accelerate remediation.

Core Features & Use Cases

  • Bridge CircleCI pipeline metadata with Datadog test events to locate failing tests quickly.
  • Trace failures from PR checks to individual jobs, logs, and traces for deeper investigation.
  • Analyze flaky tests, duration irregularities, and CI-queue behavior to distinguish timeouts from real failures.

Quick Start

Provide a failing CircleCI pipeline URL or PR link and I will fetch the related test results and logs to start debugging.

Frequently Asked Questions about debug-ci-failure

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

FAQPage Schema
How do I debug a failing CircleCI pipeline using Datadog test traces?

To debug a failing CircleCI pipeline, provide the pipeline URL or PR link to fetch CircleCI metadata and bridge it with Datadog test visibility results, tracing failures from failing specs to logs and traces.

Can I diagnose flaky tests and slow test durations in CircleCI with Datadog?

Yes, you can diagnose flaky tests and duration irregularities by analyzing Datadog test events and CircleCI pipeline data to distinguish actual failures from CI-queue timeouts.

What do I need to extract failure logs and test results from CircleCI and Datadog?

You need the CircleCI MCP and Datadog MCP configured to extract failure logs and test results, enabling structured failure context collection across PR checks and branch failures.

What is the best way to trace a failing spec back to CircleCI pipeline metadata?

The best way to trace a failing spec is bridging CircleCI pipeline metadata with Datadog CI Test Visibility, which surfaces test events and traces to quickly locate the root cause.

Does this approach work for branch failures and PR check failures across CI pipelines?

Yes, this approach applies to PRs, branch failures, flaky tests, and slow tests across CircleCI pipelines, collecting test events and traces to provide structured failure context for remediation.