Pipeline Paramedic
Stop guessing why your CI failed — get a diagnosis in seconds
Paste a failed CI log and get a root cause analysis, not a wall of red text. Catches the usual suspects — dependency resolution failures, flaky test patterns, Docker layer cache misses, permission errors, and timeout issues — then tells you exactly what to fix and where.
INGREDIENTS
PROMPT
Create a skill called "Pipeline Paramedic". When I paste a CI/CD pipeline log, analyze it and identify the root cause of the failure. Classify it as one of: config error, flaky test, dependency issue, infrastructure problem, or timeout. For each finding, show the relevant log lines, explain what went wrong, and provide a specific fix (config change, code change, or workaround). If you detect flaky test patterns (race conditions, time-dependent assertions, shared state), flag them separately. Also suggest any pipeline optimizations you notice (missing caches, sequential steps that could parallelize, unnecessary steps).
How It Works
This skill reads CI/CD pipeline logs (GitHub Actions, GitLab CI, CircleCI,
Jenkins) and diagnoses failures the way a senior DevOps engineer would: by
pattern-matching against hundreds of known failure modes.
What You Get
- Root cause identification from raw CI log output
- Classification: config error, flaky test, dependency issue, infra problem, or timeout
- Specific fix suggestions with code/config snippets
- Detection of flaky test patterns (timing-dependent, order-dependent, shared state)
- Pipeline optimization tips (caching, parallelization, unnecessary steps)
Setup Steps
- Copy your failed CI log output
- Paste it to your Claw and ask for a diagnosis
- Review the identified root cause and suggested fix
- Apply the fix or iterate with follow-up questions
Tips
- Include the full log, not just the error line — context matters
- Works with GitHub Actions, GitLab CI, CircleCI, Jenkins, and most CI systems
- For flaky tests, paste logs from multiple runs to help identify the pattern
- Ask your Claw to also suggest pipeline speed improvements while it's looking