What problem does it solve? Finding the right D-Robotics RDK Skill among 97 registered entries is error-prone when relying on memory or guessing names. This Skill searches a bundled, generated catalog index and returns only registered Skills with deterministic install or handoff actions, eliminating invented skill names and wrong install commands. ## Core Features & Use Cases - Deterministic catalog search: Runs scripts/search_catalog.py against references/skill-index.json with token-based scoring, exact-name matching, and filters for pack, platform, and install type (flat or workspace). - Action routing: Returns an npx skills add command for flat Skills and hands workspace-pack results to rdk-pack-installer, which owns confirmation-gated installation. - Safe fallback: Returns rdk-docs-reference when no registered Skill matches, and fails closed on malformed or stale index data. - Use Case: A user asks "which skill handles X5 model quantization?" — the finder searches the index with the X5 platform filter and returns the registered toolchain Skill with its correct workspace handoff action. ## Quick Start Ask the agent to find the RDK Skill for a task such as board diagnostics or X5 model quantization and return its install action.