diff --git a/data-orchestrator/SKILL.md b/data-orchestrator/SKILL.md
index 68209a9..79197e1 100644
--- a/data-orchestrator/SKILL.md
+++ b/data-orchestrator/SKILL.md
@@ -81,6 +81,8 @@ sessions_spawn(agentId="rss-operator",     task="{\"project_name\":\"<project_na
 
 **Task must always be a JSON string. Never an object, never a text description.**
 
+If you are unsure how to format the task, use `json.dumps({"project_name": project_name})` or equivalent — do not reason about escaping manually. If the tool returns `task: must be string`, it means you passed a dict/object; wrap it with `json.dumps()` and retry immediately without further analysis.
+
 ---
 
 ## Step 3 — Await all responses
@@ -116,8 +118,6 @@ CORRECT — raw output, whatever shape the operator returned:
 
 Note that `rss` returns an array and `github` returns an object — this is intentional. Do not normalize them to a common shape.
 
-DO NOT return the url-operator response in this step.
-
 Return:
 ```
 {