diff --git a/modules/home/programs/terminal/pi/config/AGENTS.md b/modules/home/programs/terminal/pi/config/AGENTS.md
index 3953cb4..e7a0683 100644
--- a/modules/home/programs/terminal/pi/config/AGENTS.md
+++ b/modules/home/programs/terminal/pi/config/AGENTS.md
@@ -33,6 +33,8 @@ Full-file reads are fine when genuinely needed, but avoid them as the default re
 
 2. **Maintain AGENTS.md**: Keep project guidance up to date, but BLUF: concise, actionable, and context-size conscious.
 
+3. **Knowledge Capture**: At task end, if you discovered non-obvious conventions, pitfalls, or repeatable workflows that would have saved time, briefly recommend adding them to AGENTS.md or a skill. Say whether each belongs in project-level context, global agent context, or a task-specific skill. Skip this when there is nothing meaningful.
+
 ## Style
 
 ### Comment Style