What problem does it solve? AI coding agents with hundreds of installed skills waste context budget listing them all, and often fail to find the right skill for a request. This Skill routes any user request to the best-matching skill in under 50ms by querying a local index of SKILL.md files. ## Core Features & Use Cases - Skill Search Routing: Runs the skrt query CLI command to search an indexed skill library and returns ranked JSON results with scores and file paths. - 7-Strategy Matching: Combines exact name match, containment, keyword overlap, fuzzy Levenshtein, and CJK bigram matching, with optional AI embedding providers (Gemini, OpenAI, local endpoints) for reranking. - Pinned Skills & Smart Pin: Boosts priority skills in results and analyzes chat history to suggest which skills to pin. - Use Case: A user asks "用NotebookLM查找资料" — the agent runs skrt query, receives nlm-skill as the top match, reads that skill's SKILL.md, and follows its instructions. ## Quick Start When no loaded skill matches my request, run skrt query with my request text, then read the top result's SKILL.md and follow its instructions.
