What problem does it solve?
It helps you systematically research Claude Code best practices, compare them against your existing workspace setup, and produce a prioritized, implementation-ready gap analysis instead of relying on ad-hoc changes.
Core Features & Use Cases
- Meta research with scoped summaries: Fan-out research across multiple sources using Haiku, returning structured summaries limited in length to reduce noise.
- Workspace inventory and gap matrix: Enumerates existing skills, agents, hooks, and rules, then maps each gap to its best matching source and value priority (High/Medium/Low).
- Guardrailed implementation workflow: Uses an Opus advisor checkpoint to decide what to implement, then executes only the approved changes and asks for review before submission.
- Use cases: Quarterly audits, responding to major Claude Code updates, evaluating newly found community repos, and validating whether new guidance should be adopted in this workspace.
Quick Start
Start the process by asking: "Run research-best-practices and generate a prioritized gap matrix against my current .claude workspace, using the default sources, then propose what should be implemented after advisor confirmation."