context7-auto-research

Quick Review

This skill addresses a useful need (fetching up-to-date library documentation via Context7 API) with moderate novelty, as it automates documentation retrieval that would otherwise require manual searching. However, the SKILL.md lacks critical implementation details: it doesn't explain HOW the skill actually works (auto-trigger mechanisms, API interaction patterns), what specific commands or functions are available, or concrete usage examples. The description says 'use naturally in Claude Code conversations' but provides no guidance on invocation patterns. While the structure is clean and well-organized, the heavy reliance on external GitHub links for examples, API configuration, and troubleshooting significantly reduces the practical utility of the skill documentation itself. A CLI agent would struggle to understand how to actually invoke this skill based solely on the provided information.