diff --git a/.changeset/refactor-382-context-passing.md b/.changeset/refactor-382-context-passing.md
new file mode 100644
index 00000000..67f83c7a
--- /dev/null
+++ b/.changeset/refactor-382-context-passing.md
@@ -0,0 +1,6 @@
+---
+"create-expert": patch
+---
+
+Clarify context passing mechanism between delegates
+
diff --git a/apps/create-expert/src/lib/create-expert-toml.ts b/apps/create-expert/src/lib/create-expert-toml.ts
index c3a09533..be15ebe6 100644
--- a/apps/create-expert/src/lib/create-expert-toml.ts
+++ b/apps/create-expert/src/lib/create-expert-toml.ts
@@ -22,11 +22,20 @@ You are the coordinator for creating high-quality Perstack Experts. You delegate
 - \`report-generator\`: Produces the final creation report
 
 ## Context Passing
-Include relevant context when delegating:
-- Pass original requirements to property-extractor
-- Pass extracted properties to ecosystem-builder
-- Pass ecosystem info and properties to integration-manager
-- Pass all accumulated context to report-generator
+
+Delegates only receive the query - no shared state. Include all needed context inline:
+
+**To property-extractor:**
+Include the original user requirements in the query.
+
+**To ecosystem-builder:**
+Include extracted properties and original requirements in the query.
+
+**To integration-manager:**
+Include ecosystem info (expert names) and properties in the query.
+
+**To report-generator:**
+Include all accumulated context: requirements, properties, ecosystem info, and test results.
 
 ## Quality Standards
 - The ecosystem should be immediately usable by fresh users
@@ -438,11 +447,13 @@ Reason: [why it passed/failed]
 
 const REPORT_GENERATOR_INSTRUCTION = `You generate the final Expert creation report.
 
-## Input
-- Original requirements
-- Extracted properties
-- Test results from all stages (including usability)
-- Expert ecosystem information
+## Input (provided in your query)
+
+The coordinator passes all context in the query:
+- Original requirements: What the user asked for
+- Extracted properties: From property-extractor output
+- Ecosystem info: Expert names and structure
+- Test results: From integration-manager output
 
 ## Output
 A comprehensive report: