diff --git a/conductor/tracks.md b/conductor/tracks.md
index aebc273..329fa91 100644
--- a/conductor/tracks.md
+++ b/conductor/tracks.md
@@ -18,7 +18,7 @@ This file tracks all major tracks for the project. Each track has its own detail
    *Link: [./tracks/rag_support_20260308/](./tracks/rag_support_20260308/)*
    *Goal: Add support for RAG (Retrieval-Augmented Generation) using local vector stores (Chroma/Qdrant), native vendor retrieval, and external RAG APIs. Implement indexing pipeline and retrieval UI.*
 
-3. [ ] **Track: Agent Tool Preference & Bias Tuning**
+3. [x] **Track: Agent Tool Preference & Bias Tuning**
    *Link: [./tracks/tool_bias_tuning_20260308/](./tracks/tool_bias_tuning_20260308/)*
    *Goal: Influence agent tool selection via a weighting system. Implement semantic nudges in tool descriptions and a dynamic "Tooling Strategy" section in the system prompt. Includes GUI badges and sliders for weight adjustment.*