project-knowledge-check

What problem does it solve?

This Skill helps maintainers verify whether they truly understand a codebase before making architecture or implementation changes, reducing blind spots and change risk.

Core Features & Use Cases

• Architecture Review: Check how major modules fit together across ingestion, retrieval, MCP, tracing, and evaluation.
• Knowledge Gap Detection: Surface incomplete understanding, missing assumptions, and unclear implementation details.
• Risk Assessment: Identify high-risk change areas and recommend targeted tests or validation steps.
• Use Case: A maintainer preparing a refactor can use this Skill to confirm module boundaries, inspect likely failure points, and plan the safest verification path.

Quick Start

Ask the assistant to review the repository architecture, identify knowledge gaps, and recommend the highest-value validation steps for a specific module.