diff --git a/README.md b/README.md
index 909fb9f85..35479dad7 100644
--- a/README.md
+++ b/README.md
@@ -13,6 +13,7 @@ The main project is maintained at [sipeed/picoclaw](https://github.com/sipeed/pi
 | [#1480](https://github.com/sipeed/picoclaw/pull/1480) | docs: document claude-cli and codex-cli providers in README | Open |
 | [#1625](https://github.com/sipeed/picoclaw/pull/1625) | feat(channels): support multiple named Telegram bots | Open |
 | [#1633](https://github.com/sipeed/picoclaw/pull/1633) | feat(providers): add gemini-cli provider | Open |
+| [#1637](https://github.com/sipeed/picoclaw/pull/1637) | fix(agent): dispatch per-candidate provider in fallback chain | Open |
 
 ---