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Apply Michael T. Nygard-inspired production reliability rules when designing failure handling, timeouts, retries, circuit breakers, observability, or deployment behavior.
Passed 22 of 24 test cases with the skill, and 22 of 24 without it.
1 fixed21 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
We are preparing to ship a new user notification microservice to production next week. Can you generate a structured production readiness checklist covering telemetry, failure recovery strategies, and operational stability checks?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends explicit timeouts on external integration calls | Missed | Passed |
| Recommends resource pool isolation per notification channel | Missed | Passed |
| Recommends backpressure mechanisms to handle traffic surges | Missed | Passed |
The instructions your model reads when the skill loads.
Use this skill when a task involves production reliability, integration failure, timeouts, retries, circuit breakers, bulkheads, backpressure, observability, capacity, deployment, or operational readiness.
Before making design or code decisions, read and apply release-it.mini.md. Use release-it.md only as a deeper reference when the mini rules are not enough for the current production-reliability tradeoff.
test cases passed, vs 22 / 24 without
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