Llm integration test failure diagnosis
Skill kjuhwa/skills-hub/skills/testing/llm-integration-test-failure-diagnosis
Self-correcting knowledge corpus for Claude Code — 9 stable shape clusters, bias-correction pipeline baked into contribution flow. 47 papers, 45 techniques, 1.1k skills.
npx -y skills add kjuhwa/skills-hub --skill llm-integration-test-failure-diagnosisAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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What its author says it does
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Wire an LLM-based diagnosis step into your CI for integration-test failures — summarize noisy logs, identify probable root cause, post findings to the code-review/PR UI. Based on Google's Auto-Diagnose system (90%+ accuracy on 71-case study, adopted across 52k tests).