Agent Skills: Analyze CI Failures

Analyze CI Failures

This skill analyzes logs from failed GitHub Action jobs using Claude.

Prerequisites

• GitHub Token: Auto-detected via gh auth token, or set GH_TOKEN env var

Usage

Note: Always single-quote URLs to prevent the shell from interpreting special characters (e.g., ? in query parameters).

# Analyze all failed jobs in a PR
uv run skills analyze-ci '<pr_url>'

# Analyze all failed jobs in a workflow run
uv run skills analyze-ci '<run_url>'

# Analyze specific job URLs directly
uv run skills analyze-ci '<job_url>' ['<job_url>' ...]

# Show debug info (tokens and costs)
uv run skills analyze-ci '<pr_url>' --debug

Output: A concise failure summary with root cause, error messages, test names, and relevant log snippets.

Examples

# Analyze CI failures for a PR
uv run skills analyze-ci 'https://github.com/mlflow/mlflow/pull/19601'

# Analyze a specific workflow run
uv run skills analyze-ci 'https://github.com/mlflow/mlflow/actions/runs/22626454465'

# Analyze specific job URLs directly
uv run skills analyze-ci 'https://github.com/mlflow/mlflow/actions/runs/12345/job/67890'