Chaos without validation is just breaking things. Proper experiment design transforms fault injection into reliability engineering.
Core Principle
Every chaos experiment must have a hypothesis, measurable success criteria, controlled blast radius, and automated validation. If you can't measure it, you can't learn from it.
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1---2name: adaptive-enforcement-lab-claude-skills-chaos-experiment-desi3description: Chaos Experiment Design4---56# Chaos Experiment Design78## When to Use This Skill910Chaos without validation is just breaking things. Proper experiment design transforms fault injection into reliability engineering.1112> **Core Principle**13>14> Every chaos experiment must have a hypothesis, measurable success criteria, controlled blast radius, and automated validation. If you can't measure it, you can't learn from it.151617## Implementation1819See the full implementation guide in the [source documentation](https://adaptive-enforcement-lab.com/patterns/reliability/).202122## Related Patterns2324- Chaos Engineering Overview25- Observability26- Experiments2728## References2930- [Source Documentation](https://adaptive-enforcement-lab.com/patterns/reliability/)31- [AEL Patterns](https://adaptive-enforcement-lab.com/patterns/)3233---34> Converted and distributed by [TomeVault](https://tomevault.io/claim/adaptive-enforcement-lab) — claim your Tome and manage your conversions.35<!-- tomevault:4.0:skill_md:2026-04-14 -->
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Chaos Experiment Design It is listed under Coding & Dev Tools on SkillMD.
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