A retrieval-biased agent skill: instead of pasting docs into context, your agent loads one SKILL.md that teaches it to discover models live (get_model / /v1/models/{id}/schema) and call any modality across 1000+ models. It hardcodes no catalog, so it never goes stale.
Save the canonical skill into your harness's skills directory. For Claude Code that's ~/.claude/skills/aigateway/SKILL.md. The file is regenerated from the live catalog, so re-fetch it any time.
The plugin bundles the skill and auto-wires the MCP server, so the agent gets the instructions and the live tools (list_models, get_model, chat, …) together.
Ask it to call list_models for a modality, then get_model on a slug. It should read the exact request/response schema before making a real call.