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Use before marking work complete to run focused validation such as tests, lint, type checks, and manual sanity checks.
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Based on SOC occupation classification
Use when designing or reviewing REST-style API endpoints, payloads, status codes, filtering, sorting, or pagination behavior.
Use when investigating a technical topic, comparing external options, or producing a source-backed research summary before implementation.
Use when preparing commits, reviewing branch hygiene, or deciding how to package and describe changes for collaboration.
Use when diagnosing slowness, reducing context/tool overhead, or choosing an efficient workflow for coding agents and build pipelines.
Use before adding a dependency, writing a new helper, or implementing a feature that may already have an existing solution.
Use when reviewing auth, secrets, permissions, external input handling, or any change that could introduce security regressions.
| name | verification-loop |
| description | Use before marking work complete to run focused validation such as tests, lint, type checks, and manual sanity checks. |
