diff --git a/features/steps/tdd_plan_use_structured_panels_steps.py b/features/steps/tdd_plan_use_structured_panels_steps.py
index 1dc13aae0..61a164b09 100644
--- a/features/steps/tdd_plan_use_structured_panels_steps.py
+++ b/features/steps/tdd_plan_use_structured_panels_steps.py
@@ -23,7 +23,7 @@ from cleveragents.domain.models.core.plan import (
     ProjectLink,
 )
 
-_PLAN_ULID = "01JTEST1468PANELS0000000001"
+_PLAN_ULID = "01JTEST1468PANEMS0000000001"
 
 
 def _make_action(name: str = "local/test-action") -> Action:
diff --git a/robot/helper_tdd_plan_use_structured_panels.py b/robot/helper_tdd_plan_use_structured_panels.py
index 83e03e094..6f080e710 100644
--- a/robot/helper_tdd_plan_use_structured_panels.py
+++ b/robot/helper_tdd_plan_use_structured_panels.py
@@ -46,7 +46,7 @@ from cleveragents.domain.models.core.plan import (  # noqa: E402
 
 runner = CliRunner()
 
-_PLAN_ULID = "01JTEST1468PANELS0000000001"
+_PLAN_ULID = "01JTEST1468PANEMS0000000001"
 
 
 def _mock_action(name: str = "local/test-action") -> Action:
diff --git a/src/cleveragents/cli/commands/plan.py b/src/cleveragents/cli/commands/plan.py
index 55641dfcf..e937ba5c7 100644
--- a/src/cleveragents/cli/commands/plan.py
+++ b/src/cleveragents/cli/commands/plan.py
@@ -1649,22 +1649,24 @@ def _print_use_action_panels(plan: Any) -> None:
         f"{resource_count} ({resource_names})" if resource_count > 0 else "0"
     )
 
-    # Indexed files: from skeleton_metadata if available
+    # Indexed files: use compressed_tokens from skeleton_metadata as a proxy
+    # for the number of indexed context tokens (spec field; actual file count
+    # is not tracked separately in SkeletonMetadata).
     indexed_files_val: str
-    if plan.skeleton_metadata and hasattr(plan.skeleton_metadata, "indexed_file_count"):
-        indexed_files_val = str(plan.skeleton_metadata.indexed_file_count)
+    if plan.skeleton_metadata is not None:
+        indexed_files_val = str(plan.skeleton_metadata.compressed_tokens)
     else:
         indexed_files_val = "(unknown)"
 
     # View: the current phase value (strategize at plan creation)
     view_val = phase_val
 
-    # Hot token budget: from cost_metadata if available
+    # Hot token budget: use budget_remaining from cost_metadata if available
     hot_token_budget_val: str
-    if plan.cost_metadata and hasattr(plan.cost_metadata, "hot_token_budget"):
-        budget = plan.cost_metadata.hot_token_budget
+    if plan.cost_metadata is not None:
+        budget = plan.cost_metadata.budget_remaining
         hot_token_budget_val = (
-            f"{budget:,}" if budget is not None else "(unknown)"
+            f"{budget:,.2f}" if budget is not None else "(unlimited)"
         )
     else:
         hot_token_budget_val = "(unknown)"