diff --git a/README.md b/README.md
index 31ac861..78a76cd 100644
--- a/README.md
+++ b/README.md
@@ -9,7 +9,7 @@ UI examples for [Traverse](https://github.com/traverse-framework/Traverse).
 **You need:** Node.js 24+ (see `.nvmrc`) and a local [Traverse](https://github.com/traverse-framework/Traverse) clone — set `TRAVERSE_REPO` and run the sync script for your platform before the app can load WASM.  
 **Success looks like:** submit a note and see title, tags, note type, next action, and status filled in by the runtime (the UI does not invent those fields).
 
-> **Agents / LLMs:** this repo is UI-only — render runtime fields, never compute business output. Claim work via [`AGENTS.md`](AGENTS.md).
+> **Agents / LLMs:** this repo is UI-only — render runtime fields, never compute business output. Claim work via [`AGENTS.md`](AGENTS.md). Authoring the capability a UI here consumes? See [traverse-framework/claude-skills](https://github.com/traverse-framework/claude-skills) for a Claude Skill covering contract authoring, composition, and validation.
 
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