best-practices-researcher

Researching and synthesizing authoritative best practices involves checking local skills for pre-curated guidance, performing deprecation checks for external APIs, gathering official docs and community consensus, and organizing findings into prioritized recommendations with source attribution.

Verifying if an external API is deprecated requires performing mandatory deprecation and breaking-change checks against official sources before synthesis, ensuring you avoid recommending sunsetted services or outdated SDKs in your implementation guidance.

Comparing implementation patterns across multiple sources requires gathering official documentation, popular repository examples, and community consensus, then synthesizing these findings into prioritized recommendations with clear provenance labels and actionable code samples.

Generating GitHub issue best practices and reproducible reporting templates is supported through specialized workflows that provide explicit guidance for issue labeling, template creation, and structured reporting to improve engineering documentation tasks.

Checking existing project skills before searching online is the first step in this approach, utilizing a curated skill-first search to locate pre-curated guidance locally and reduce redundant external research for development workflows.

Automated best-practices research should not be the sole source for critical architecture decisions when external APIs lack clear deprecation timelines or when community consensus is fragmented, requiring manual verification of synthesized recommendations.