What problem does it solve? When an agent ecosystem contains dozens of optional skills spanning creative tools, productivity apps, social monitoring, gaming, and platform integrations, finding the right skill for a given query becomes slow and error-prone. This Skill provides a navigation index that matches a query against the optional layer and returns a filtered, contract-compliant skill list. ## Core Features & Use Cases - Query-Based Skill Filtering: Accepts a layer name, search query, and context, then returns a skill_list: list[dict] of matching optional skills such as figure-generation, creative-ideation, or claude-design. - Fallback for Vague Intent: When the query is empty or the user has tools but no direction, it routes to creative-ideation instead of failing, returning a clear message rather than an exception. - Domain Hints: Applies strategy genes, for example prompting the conclusion-evidence-panel contract and Nature semantic palette when scientific figure generation is matched. - Use Case: A user on a Linux CLI asks for help generating a research chart; the index returns figure-generation with guidance on the figure contract methodology. ## Quick Start Ask the agent to find an optional-layer skill for generating a scientific figure, providing the layer as optional and your query text.
