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Analysing CI Failures

DevOps & Security
analysing-ci-failures

Analysing CI Failures is an Agent Skill for devops & security published in the golemcloud/golem repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Analysing GitHub Actions CI failures from a run URL. Use when the user pastes a GitHub CI run or job URL and wants to understand why it failed and how to reproduce locally.

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How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

  1. Open your project in Codex.
  2. Copy and paste the prompt below.
  3. Review files and risks before approving any action.
Prompt to paste
Inspect the Agent Skill at https://github.com/golemcloud/golem/blob/HEAD/.agents/skills/analysing-ci-failures/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/analysing-ci-failures, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

Analysing CI Failures

Diagnose GitHub Actions CI failures by downloading logs and CTRF test reports, then providing a summary of what failed and how to reproduce it locally.

Step 1: Parse the URL

The user provides a GitHub Actions URL in one of these forms:

  • Job URL: https://github.com/golemcloud/golem/actions/runs/<run_id>/job/<job_id>?pr=<pr>
  • Run URL: https://github.com/golemcloud/golem/actions/runs/<run_id>?pr=<pr>

Extract the run_id and job_id (if present) from the URL.

Step 2: Download the Job Log

Use gh to download the full log for the failed job and save it to a temp file:

# If a specific job_id is available:
gh run view <run_id> --repo golemcloud/golem --log --job <job_id> > tmp/ci_log.txt 2>&1

# If only the run_id is available, first list the jobs to find the failed one:
gh run view <run_id> --repo golemcloud/golem --json jobs --jq '.jobs[] | select(.conclusion == "failure") | .databaseId'
# Then download the log for the failed job:
gh run view <run_id> --repo golemcloud/golem --log --job <failed_job_id> > tmp/ci_log.txt 2>&1

Step 3: Download CTRF Reports (if available)

CTRF (Common Test Report Format) JSON reports are attached as artifacts to the CI run summary page. Download them:

# List available artifacts for the run:
gh run view <run_id> --repo golemcloud/golem --json artifacts --jq '.artifacts[].name'

# Download CTRF artifacts (names typically contain "ctrf" or "test-report"):
gh run download <run_id> --repo golemcloud/golem --pattern '*ctrf*' --dir tmp/ctrf_reports/

If CTRF artifacts exist, parse the JSON files to extract failed test names, error messages, and stack traces. CTRF files have this structure:

{
  "results": {
    "summary": { "tests": 100, "passed": 98, "failed": 2 },
    "tests": [
      {
        "name": "test_name",
        "status": "failed",
        "message": "error message",
        "trace": "stack trace"
      }
    ]
  }
}

Filter for tests with "status": "failed" to find the failures.

Step 4: Analyse the Log

Search the downloaded log file for failure indicators:

grep -n "FAILED" tmp/ci_log.txt
grep -n "error\[" tmp/ci_log.txt
grep -n "panic" tmp/ci_log.txt
grep -n "timed out" tmp/ci_log.txt
grep -n "test result:" tmp/ci_log.txt

Look for:

  • Compilation errors: error[E...] lines with file paths and error descriptions
  • Test failures: FAILED test names, assertion messages, panics
  • Timeouts: Tests that exceeded their time limit
  • Infrastructure issues: Docker failures, network errors, resource exhaustion

Step 5: Provide a Summary

Present the findings to the user including:

  1. What failed: The specific test(s) or build step(s) that failed
  2. Error details: The error messages, assertion failures, or panic messages
  3. Root cause hypothesis: What likely caused the failure based on the logs
  4. How to reproduce locally: The exact command to run the failing test(s):
# For a specific failing test:
cargo test -p <crate> -- <test_name> --nocapture --report-time

# For the full test suite that failed:
cargo make <test-command>  # e.g., worker-executor-tests, integration-tests

Refer to the testing skill's table for the correct cargo make command based on the type of test that failed.