Skill Search
Enhance Claude Code's skill discovery by replacing static, token-heavy listings with dynamic, semantic retrieval over full skill descriptions.
Advertisement
Enhance Claude Code's skill discovery by replacing static, token-heavy listings with dynamic, semantic retrieval over full skill descriptions.
Advertisement
Skill Search addresses the growing 'token tax' in Claude Code incurred by large skill sets. It replaces the native per-turn injection of all skill descriptions into context with a semantic vector retriever. By setting most skills to 'name-only', the tool frees up significant context window space, providing a measurable reduction in token usage per turn. It also resolves the 'name-bias' issue, allowing Claude to semantically match and invoke relevant skills even when their names don't directly keyword-match the user's query, ensuring more accurate and efficient skill utilization.