name	best-practice-research
description	Use when the user asks for best practices, broader validation, GitHub/open-source comparison, official-doc verification, or warns against one-sided thinking. Also use before implementation when official API, framework, or project-pattern facts are needed to avoid rework.

Best Practice Research Adapter

Research exists to reduce total delivery cost, not to collect sources.

Decision Research

Use before finalizing a plan. Prefer official docs, maintained GitHub repos, mature examples, security guidance, and benchmark/eval evidence. Summarize consensus, disagreements, applicability, and recommendation.

Implementation Research

Use after the plan is confirmed but before edits when code correctness depends on project patterns or external APIs. Prefer project-local same-pattern code, related tests, Context7 or official docs, and version notes.

Stop Rule

Stop once the evidence is enough to choose or implement a path. Do not keep researching after the marginal value is low.

name	best-practice-research
description	Use when the user asks for best practices, broader validation, GitHub/open-source comparison, official-doc verification, or warns against one-sided thinking. Also use before implementation when official API, framework, or project-pattern facts are needed to avoid rework.