Scenario-driven failure-mode analysis skill for AI coding agents (Cursor, Claude Code, Copilot, Codex)
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Updated
Jul 1, 2026 - Shell
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failure-analysis
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A small, language-agnostic toolkit for the closed test loop: drift detection, failure classification, structured reports, a pre-commit guardrail, and a CI workflow you can copy into any project.
testing shell qa ci pre-commit test-automation developer-tools drift-detection failure-analysis guardrails
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Jun 23, 2026 - Shell
Composable reasoning engines for failure-resilient system design under real-world constraints. Systems don’t fail in production by accident. This helps you design ones that don’t.
distributed-systems decision-making reliability software-architecture system-design engineering-design systems-thinking failure-analysis ai-engineering complexity-engineering
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Updated
Apr 14, 2026 - Shell
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