Using chrisbanes skills

Core principle

Route by the decision the code needs, not by the number of APIs mentioned. Load one cluster when its shared procedure owns the concern; add a specialist only when its independent behavior changes the same work.

Routing procedure

1. Read the task. For Kotlin or Compose work, inspect the source that makes the concern concrete. For an Android benchmark comparison, inspect the supplied reports, configurations, and traces instead.
2. If one focused skill clearly matches, load it directly and stop routing.
3. Before loading a Compose skill, point to a concrete Compose API or composable in the inspected source, or to an explicit request to create or design Compose code. A hypothetical UI consumer is not evidence. If neither form of evidence exists, stay in the Kotlin cluster even when the task mentions UI, routes, or navigation.
4. Match each observed code signal to the table below.
5. Add a second skill only when it owns an independent decision in the same change; do not load adjacent skills speculatively. For example, a flow delivery defect plus a separate catch-all over a sealed route needs both kotlin-concurrency-and-flow and kotlin-control-flow. Load the latter because the branch mapping needs an explicit decision, including whether a data-bearing subtype's payload is used through a smart cast or deliberately discarded, not merely because a when appears in the file.
6. Finish routing when every material concern has one focused owner and those skills are loaded before advice or edits.

Common routes