diff --git a/TODO b/TODO
index 82fcd42..83f9722 100644
--- a/TODO
+++ b/TODO
@@ -75,3 +75,17 @@ Relationships:
 Description: Add the resident harness that loads the 14GB base once and keeps it
              hot, training fresh LoRA adapters and evaluating them without
              reloading the base, for the slow-OcuLink iterate loop.
+
+--ISSUE
+Content-Type: application/issue
+ID: 5
+Type: feature
+Title: Pipeline overview README
+Status: open
+Priority: medium
+Created: 2026-06-16
+Module: sekft
+Relationships: 
+Description: Document the sekft pipeline: the trainer, evaluator, and resident
+             harness; how they consume the posix-sdc dataset; the render
+             contract; and how to run on the GPU box.