Analyze Semaphore CI pipeline failures to identify root causes and flaky tests.
npx skills add https://github.com/productiveio/cli-toolbox --skill tb-sem
Please help me install this Agent Skill. Skill: tb-sem Source: https://github.com/productiveio/cli-toolbox/tree/main/crates/tb-sem Command: npx skills add https://github.com/productiveio/cli-toolbox --skill tb-sem
This Skill helps developers and operations teams quickly identify and understand the root causes of CI/CD pipeline failures, reducing debugging time and improving deployment reliability.
Use tb-sem triage to analyze the latest failed run for the 'api' project.
High-intent search queries and answers about installing and using this skill.
To triage Semaphore CI pipeline failures automatically, you can query pipeline logs and job details to identify root causes, flaky tests, and deploy overlaps without manual log sifting.
Flaky test detection in CI/CD pipelines works by analyzing pipeline run histories to pinpoint tests that intermittently fail across different executions, helping isolate environmental or timing issues.
Yes, you can analyze recent deployments to check for overlaps that might indicate integration issues, providing immediate context for why a critical CI/CD pipeline failed.
Yes, you need Semaphore CI API access for data retrieval and analysis, as the automated triage process queries pipeline logs and job details directly through the API.
The best way to classify CI/CD errors from pipeline logs is using automated triage tools that surface key error messages and identify root causes directly from job details.
CI/CD pipelines fail intermittently during deployments due to flaky tests or overlapping deployment windows, which can be identified by tracking recent deployments and checking for integration overlaps.
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