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🩻 CI Failure Snapshot
Classify one redacted GitHub Actions failure and get cited evidence plus three bounded next checks before changing workflow code.
Free
See it in action
You say
Run conclusion failure; job conclusion failure; steps is empty; no runner name or decisive annotation is supplied.
Your agent does
Classification: PRE_STEP_FAILURE. Confidence: medium. Inspect annotations, the workflow at the run SHA, runner labels, job conditions, dependencies, reusable workflows, and matrix siblings before changing code.
About this skill
CI Failure Snapshot turns one supplied GitHub Actions run and job JSON pair into a local, evidence-cited classification. It distinguishes runner wait, policy or budget block, pre-step failure, normal step failure, platform error, contradictory metadata, and unresolved cases. It returns a JSON snapshot and short review memo with three next checks. It never connects to GitHub, reads secrets, reruns CI, or changes workflow files.
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Creator
JustHandled Labs builds focused agent skills for the work nobody wants to do by hand. Each one is a single repeatable job done well: catching the security and data mistakes that quietly ship, keeping docs and tests honest, gating the commands an agent is about to run, sharpening writing, and handling the founder chores around launches, outreach, and brand setup. Not generic AI productivity. Specific workflows that are easy to run, review, and repeat. Maintained by H.J. Westerfield, with a background in communications, editing, project coordination, customer support, and practical AI systems. Tools for people who want useful automation without theatrical complexity.
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