agilab-streamlit-pages

Quick Review

This skill provides clear, actionable guidance on Streamlit session_state management and page authoring patterns for AGILAB. The description adequately conveys when to invoke it (editing specific AGILAB files), and the content offers solid task knowledge with concrete rules to avoid common crashes, recommended patterns, and hygiene practices. The structure is concise and well-organized for a focused skill. However, novelty is moderate: while the advice is valuable, most patterns (setdefault, key hygiene, rerun API) are documented practices that a capable CLI agent could derive from Streamlit docs with sufficient tokens. The skill primarily consolidates best practices rather than introducing complex or highly novel solutions. Overall, it's a useful reference that reduces error-prone coding and saves tokens for a specific codebase context.