perf(edit_apply): drop redundant Diff: label; docs(file_read): note strip renumbering

edit_apply response=diff prefixed the fenced ```diff block with a 'Diff:'
label that the fence and the diff's own ---/+++ headers already convey — pure
token cost per diff response. Extract fencedDiff() (also dedups the diff and
default branches) and drop the label. Adds a test guard.

Also document that strip renumbers lines from 1 over the stripped content, so
the model doesn't cite original-file line numbers after a stripped read.

internal/server/handlers_edit.go

@@ -92,22 +92,21 @@ func (s *Server) handleEdit(ctx context.Context, request mcp.CallToolRequest) (*
 		return mcp.NewToolResultText(fmt.Sprintf("+%d -%d", added, removed)), nil
 
 	case "diff":
-		var output strings.Builder
-		output.WriteString("Diff:\n```diff\n")
-		output.WriteString(result.Diff)
-		output.WriteString("```\n")
-		return mcp.NewToolResultText(output.String()), nil
+		return mcp.NewToolResultText(fencedDiff(result.Diff)), nil
 
 	default:
 		// Fallback: treat unknown values as "diff" for safety.
-		var output strings.Builder
-		output.WriteString("Diff:\n```diff\n")
-		output.WriteString(result.Diff)
-		output.WriteString("```\n")
-		return mcp.NewToolResultText(output.String()), nil
+		return mcp.NewToolResultText(fencedDiff(result.Diff)), nil
 	}
 }
 
+// fencedDiff wraps a unified diff in a ```diff code fence. No "Diff:" label is
+// added — the fence and the diff's own ---/+++ headers already identify it, so
+// the label would only cost tokens.
+func fencedDiff(diff string) string {
+	return "```diff\n" + diff + "```\n"
+}
+
 // countDiffLines counts added (+) and removed (-) content lines in a unified diff.
 // Only lines inside hunks are counted (everything after the first "@@" header), so the
 // "---"/"+++" file headers are skipped structurally — and content whose own text starts

internal/server/handlers_edit_test.go

@@ -59,6 +59,33 @@ func TestEditApplyPreservesBackslashSequencesText(t *testing.T) {
 	}
 }
 
+// TestEditApplyDiffResponseFencedNoLabel verifies response=diff emits the unified
+// diff in a ```diff fence with no redundant "Diff:" label (the fence and the diff's
+// own headers already identify it; the label would only cost tokens).
+func TestEditApplyDiffResponseFencedNoLabel(t *testing.T) {
+	tmpDir := t.TempDir()
+	srv := newTestServer(t, tmpDir)
+	f := writeFile(t, tmpDir, "note.txt", "before\n")
+
+	res := callEdit(t, srv, map[string]any{
+		"file":          f,
+		"operation":     "replace",
+		"selector_text": "before",
+		"new_content":   "after",
+		"response":      "diff",
+	})
+	if res.IsError {
+		t.Fatalf("edit returned error: %+v", res.Content)
+	}
+	out := res.Content[0].(mcp.TextContent).Text
+	if !strings.HasPrefix(out, "```diff\n") {
+		t.Errorf("diff response should start with the ```diff fence, got:\n%s", out)
+	}
+	if strings.Contains(out, "Diff:") {
+		t.Errorf("diff response should not carry a redundant 'Diff:' label, got:\n%s", out)
+	}
+}
+
 // TestCountDiffLinesHunkAware verifies the line counter skips file headers structurally and
 // counts content lines whose own text begins with + or - (previously dropped as "+++"/"---").
 func TestCountDiffLinesHunkAware(t *testing.T) {

internal/server/server.go

@@ -193,7 +193,7 @@ func (s *Server) registerTools() {
 				mcp.Description("Output mode: 'full' (default, full file), 'skeleton' (signatures + { ... } stubs, bodies elided), 'symbols_only' (symbol list only, alias for symbols_only=true)."),
 			),
 			mcp.WithArray("strip",
-				mcp.Description("Strip content classes before line-numbering. Values: 'imports' (remove import blocks), 'license' (remove leading license comment), 'block_comments' (remove /* */ and Python triple-quoted strings). Emits [stripped: ...] footer."),
+				mcp.Description("Strip content classes before line-numbering. Values: 'imports' (remove import blocks), 'license' (remove leading license comment), 'block_comments' (remove /* */ and Python triple-quoted strings). Emits [stripped: ...] footer. Note: line numbers are renumbered from 1 over the stripped content, so they no longer match the file's original line numbers."),
 				mcp.WithStringItems(),
 			),
 			mcp.WithNumber("max_lines",