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    CClaude CodeCCursorCCodex CLIGGitHub CopilotGGemini CLI+17 more

    🩻 CI Failure Snapshot

    by JustHandled Labs

    1

    Classify one redacted GitHub Actions failure and get cited evidence plus three bounded next checks before changing workflow code.

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    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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