diff --git a/graph/edges/fix-issue-poller-infinite-loop--CAUSES--insight-gitea-mcp-list-repo-is-91b7ef.md b/graph/edges/fix-issue-poller-infinite-loop--CAUSES--insight-gitea-mcp-list-repo-is-91b7ef.md
new file mode 100644
index 00000000000..ca64fc38dcf
--- /dev/null
+++ b/graph/edges/fix-issue-poller-infinite-loop--CAUSES--insight-gitea-mcp-list-repo-is-91b7ef.md
@@ -0,0 +1,13 @@
+---
+id: 91b7efa3-57e4-44e9-8ea7-a5e64f0329f1
+type: CAUSES
+from_id: c1a50fb8-9084-439d-a156-872bedb9013b
+from_title: "Fix: Issue-poller infinite loop — PRs returned as issues by gitea-mcp list_repo_issues"
+to_id: 78841477-74c0-430a-8a69-9df80602bd6f
+to_title: "Insight: gitea-mcp list_repo_issues silently ignores type parameter — PRs always included"
+strength: 0.95
+created: "2026-03-03T21:25:44.334007+00:00"
+updated: "2026-03-03T21:25:44.334007+00:00"
+---
+
+The infinite loop bug was caused by the MCP tool limitation — PRs returned as issues
diff --git a/graph/fixes/fix-issue-poller-infinite-loop-prs-returned-as-issues-by-git-c1a50f.md b/graph/fixes/fix-issue-poller-infinite-loop-prs-returned-as-issues-by-git-c1a50f.md
index 4c7fe04632d..222927e7b7b 100644
--- a/graph/fixes/fix-issue-poller-infinite-loop-prs-returned-as-issues-by-git-c1a50f.md
+++ b/graph/fixes/fix-issue-poller-infinite-loop-prs-returned-as-issues-by-git-c1a50f.md
@@ -6,7 +6,7 @@ tags: [issue-poller, gitea, gitea-mcp, paper-dynasty-database, automation, bug,
 importance: 0.9
 confidence: 0.8
 created: "2026-03-03T21:24:58.158715+00:00"
-updated: "2026-03-03T21:24:58.794115+00:00"
+updated: "2026-03-03T21:25:44.334007+00:00"
 relations:
   - target: b27fb831-811e-4103-b5f1-3c36d5b1ad20
     type: RELATED_TO
@@ -23,6 +23,11 @@ relations:
     direction: outgoing
     strength: 0.88
     edge_id: 6c40dc03-9bd1-4e73-9c1c-a66a3a9248b3
+  - target: 78841477-74c0-430a-8a69-9df80602bd6f
+    type: CAUSES
+    direction: outgoing
+    strength: 0.95
+    edge_id: 91b7efa3-57e4-44e9-8ea7-a5e64f0329f1
 ---
 
 # Issue-Poller Infinite Loop Bug
diff --git a/graph/insights/insight-gitea-mcp-list-repo-issues-silently-ignores-type-par-788414.md b/graph/insights/insight-gitea-mcp-list-repo-issues-silently-ignores-type-par-788414.md
index 4cc7fe90c31..94ba5dc07c6 100644
--- a/graph/insights/insight-gitea-mcp-list-repo-issues-silently-ignores-type-par-788414.md
+++ b/graph/insights/insight-gitea-mcp-list-repo-issues-silently-ignores-type-par-788414.md
@@ -6,7 +6,7 @@ tags: [gitea-mcp, mcp, gitea-api, tool-limitations, list_repo_issues, claude-sch
 importance: 0.7
 confidence: 0.8
 created: "2026-03-03T21:25:04.092935+00:00"
-updated: "2026-03-03T21:25:04.472252+00:00"
+updated: "2026-03-03T21:25:44.334007+00:00"
 relations:
   - target: b27fb831-811e-4103-b5f1-3c36d5b1ad20
     type: RELATED_TO
@@ -23,6 +23,11 @@ relations:
     direction: outgoing
     strength: 0.85
     edge_id: b933e440-463d-4d52-b2e8-f8f2e5bc8170
+  - target: c1a50fb8-9084-439d-a156-872bedb9013b
+    type: CAUSES
+    direction: incoming
+    strength: 0.95
+    edge_id: 91b7efa3-57e4-44e9-8ea7-a5e64f0329f1
 ---
 
 # Gitea MCP Tool: list_repo_issues Parameter Limitations