diff --git a/data_orchestrator/AGENTS.md b/data-orchestrator/AGENTS.md
similarity index 100%
rename from data_orchestrator/AGENTS.md
rename to data-orchestrator/AGENTS.md
diff --git a/data_orchestrator/IDENTITY.md b/data-orchestrator/IDENTITY.md
similarity index 100%
rename from data_orchestrator/IDENTITY.md
rename to data-orchestrator/IDENTITY.md
diff --git a/data_orchestrator/SKILL.md b/data-orchestrator/SKILL.md
similarity index 99%
rename from data_orchestrator/SKILL.md
rename to data-orchestrator/SKILL.md
index 629efdb..68209a9 100644
--- a/data_orchestrator/SKILL.md
+++ b/data-orchestrator/SKILL.md
@@ -116,6 +116,8 @@ 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:
 ```
 {
diff --git a/data_orchestrator/SOUL.md b/data-orchestrator/SOUL.md
similarity index 100%
rename from data_orchestrator/SOUL.md
rename to data-orchestrator/SOUL.md
diff --git a/data_orchestrator/TOOLS.md b/data-orchestrator/TOOLS.md
similarity index 100%
rename from data_orchestrator/TOOLS.md
rename to data-orchestrator/TOOLS.md
diff --git a/operators/github-operator/SKILL.md b/operators/github-operator/SKILL.md
index 62a2fb9..35a57a3 100644
--- a/operators/github-operator/SKILL.md
+++ b/operators/github-operator/SKILL.md
@@ -1,5 +1,5 @@
 ---
-name: github_operator
+name: github-operator
 description: >
   Infrastructure operator for a running GitHub scraper API.
   Extracts structured repository metrics for one or multiple repos.
diff --git a/operators/rss-operator/SKILL.md b/operators/rss-operator/SKILL.md
index ad84fa5..6dc38e7 100644
--- a/operators/rss-operator/SKILL.md
+++ b/operators/rss-operator/SKILL.md
@@ -1,5 +1,5 @@
 ---
-name: rss_operator
+name: rss-operator
 description: >
   Infrastructure operator for a local RSS scraper service.
   When given a project name or ticker in any form, calls GET /entries with search
diff --git a/operators/twitter-operator/SKILL.md b/operators/twitter-operator/SKILL.md
index f8bd0d5..50551af 100644
--- a/operators/twitter-operator/SKILL.md
+++ b/operators/twitter-operator/SKILL.md
@@ -1,5 +1,5 @@
 ---
-name: twitter_scraper_operator
+name: twitter-operator
 description: >
   Infrastructure operator for a running tweet scraper daemon.
   Provides read access to cached tweets and account status.