diff --git a/docs/api-efficiency-findings.md b/docs/api-efficiency-findings.md
index c9c9398..cf73410 100644
--- a/docs/api-efficiency-findings.md
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@@ -1,3 +1,15 @@
+---
+plan: true
+title: "api-efficiency-findings"
+status: drafting
+iteration: 0
+target_iterations: 8
+beads_revision: 0
+related_plans: []
+created: 2026-02-07
+updated: 2026-02-07
+---
+
 # API Efficiency & Observability Findings
 
 > **Status:** Draft - working through items