diff --git a/expression/builtin_compare.go b/expression/builtin_compare.go
index 4411f4b6b90ff..4ffd0a3dbe6be 100644
--- a/expression/builtin_compare.go
+++ b/expression/builtin_compare.go
@@ -1575,12 +1575,13 @@ func (c *compareFunctionClass) refineArgs(ctx sessionctx.Context, args []Express
 		// To keep the result be compatible with MySQL, refine `int non-constant <cmp> str constant`
 		// here and skip this refine operation in all other cases for safety.
 		if (arg0IsInt && !arg0IsCon && arg1IsString && arg1IsCon) || (arg1IsInt && !arg1IsCon && arg0IsString && arg0IsCon) {
-			ctx.GetSessionVars().StmtCtx.SkipPlanCache = true
+			var reason error
 			if arg1IsString {
-				ctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: '%v' may be converted to INT", arg1.String()))
+				reason = errors.Errorf("skip plan-cache: '%v' may be converted to INT", arg1.String())
 			} else { // arg0IsString
-				ctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: '%v' may be converted to INT", arg0.String()))
+				reason = errors.Errorf("skip plan-cache: '%v' may be converted to INT", arg0.String())
 			}
+			ctx.GetSessionVars().StmtCtx.SetSkipPlanCache(reason)
 			RemoveMutableConst(ctx, args)
 		} else {
 			return args
diff --git a/expression/builtin_other.go b/expression/builtin_other.go
index c62278c2bd101..c5bd6738aa9df 100644
--- a/expression/builtin_other.go
+++ b/expression/builtin_other.go
@@ -165,8 +165,7 @@ func (c *inFunctionClass) verifyArgs(ctx sessionctx.Context, args []Expression)
 			case columnType.GetType() == mysql.TypeBit && constant.Value.Kind() == types.KindInt64:
 				if constant.Value.GetInt64() < 0 {
 					if MaybeOverOptimized4PlanCache(ctx, args) {
-						ctx.GetSessionVars().StmtCtx.SkipPlanCache = true
-						ctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: Bit Column in (%v)", constant.Value.GetInt64()))
+						ctx.GetSessionVars().StmtCtx.SetSkipPlanCache(errors.Errorf("skip plan-cache: Bit Column in (%v)", constant.Value.GetInt64()))
 					}
 					continue
 				}
diff --git a/planner/core/expression_rewriter.go b/planner/core/expression_rewriter.go
index ddb905dc5c06b..2694d81ef0a65 100644
--- a/planner/core/expression_rewriter.go
+++ b/planner/core/expression_rewriter.go
@@ -1562,8 +1562,7 @@ func (er *expressionRewriter) inToExpression(lLen int, not bool, tp *types.Field
 					if c.GetType().EvalType() == types.ETString {
 						// To keep the result be compatible with MySQL, refine `int non-constant <cmp> str constant`
 						// here and skip this refine operation in all other cases for safety.
-						er.sctx.GetSessionVars().StmtCtx.SkipPlanCache = true
-						er.sctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: '%v' may be converted to INT", c.String()))
+						er.sctx.GetSessionVars().StmtCtx.SetSkipPlanCache(errors.Errorf("skip plan-cache: '%v' may be converted to INT", c.String()))
 						expression.RemoveMutableConst(er.sctx, []expression.Expression{c})
 					} else {
 						continue
diff --git a/planner/core/find_best_task.go b/planner/core/find_best_task.go
index f14e343610b5d..ab120d452ac1c 100644
--- a/planner/core/find_best_task.go
+++ b/planner/core/find_best_task.go
@@ -928,8 +928,7 @@ func (ds *DataSource) findBestTask(prop *property.PhysicalProperty, planCounter
 		if len(path.Ranges) == 0 {
 			// We should uncache the tableDual plan.
 			if expression.MaybeOverOptimized4PlanCache(ds.ctx, path.AccessConds) {
-				ds.ctx.GetSessionVars().StmtCtx.SkipPlanCache = true
-				ds.ctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: get a TableDual plan"))
+				ds.ctx.GetSessionVars().StmtCtx.SetSkipPlanCache(errors.Errorf("skip plan-cache: get a TableDual plan"))
 			}
 			dual := PhysicalTableDual{}.Init(ds.ctx, ds.stats, ds.blockOffset)
 			dual.SetSchema(ds.schema)
diff --git a/planner/core/integration_test.go b/planner/core/integration_test.go
index 743c6b87dc6d0..31cd5aa9c346b 100644
--- a/planner/core/integration_test.go
+++ b/planner/core/integration_test.go
@@ -7792,8 +7792,6 @@ func TestPlanCacheForTableRangeFallback(t *testing.T) {
 	tk.MustExec("set @a=10, @b=20, @c=30, @d=40, @e=50")
 	tk.MustExec("execute stmt using @a, @b, @c, @d, @e")
 	tk.MustQuery("show warnings").Sort().Check(testkit.Rows("Warning 1105 Memory capacity of 10 bytes for 'tidb_opt_range_max_size' exceeded when building ranges. Less accurate ranges such as full range are chosen",
-		"Warning 1105 skip plan-cache: in-list is too long",
-		"Warning 1105 skip plan-cache: in-list is too long",
 		"Warning 1105 skip plan-cache: in-list is too long"))
 	tk.MustExec("execute stmt using @a, @b, @c, @d, @e")
 	// The plan with range fallback is not cached.
@@ -7842,7 +7840,6 @@ func TestPlanCacheForIndexRangeFallback(t *testing.T) {
 	tk.MustExec("set @a='aa', @b='bb', @c='cc', @d='dd', @e='ee', @f='ff', @g='gg', @h='hh', @i='ii', @j='jj'")
 	tk.MustExec("execute stmt2 using @a, @b, @c, @d, @e, @f, @g, @h, @i, @j")
 	tk.MustQuery("show warnings").Sort().Check(testkit.Rows("Warning 1105 Memory capacity of 1330 bytes for 'tidb_opt_range_max_size' exceeded when building ranges. Less accurate ranges such as full range are chosen",
-		"Warning 1105 skip plan-cache: in-list is too long",
 		"Warning 1105 skip plan-cache: in-list is too long"))
 	tk.MustExec("execute stmt2 using @a, @b, @c, @d, @e, @f, @g, @h, @i, @j")
 	tk.MustQuery("select @@last_plan_from_cache").Check(testkit.Rows("0"))
@@ -8000,10 +7997,6 @@ func TestPlanCacheForIndexJoinRangeFallback(t *testing.T) {
 	tk.MustExec("set @a='a', @b='b', @c='c', @d='d', @e='e'")
 	tk.MustExec("execute stmt2 using @a, @b, @c, @d, @e")
 	tk.MustQuery("show warnings").Sort().Check(testkit.Rows("Warning 1105 Memory capacity of 1275 bytes for 'tidb_opt_range_max_size' exceeded when building ranges. Less accurate ranges such as full range are chosen",
-		"Warning 1105 skip plan-cache: in-list is too long",
-		"Warning 1105 skip plan-cache: in-list is too long",
-		"Warning 1105 skip plan-cache: in-list is too long",
-		"Warning 1105 skip plan-cache: in-list is too long",
 		"Warning 1105 skip plan-cache: in-list is too long"))
 	tk.MustExec("execute stmt2 using @a, @b, @c, @d, @e")
 	tk.MustQuery("select @@last_plan_from_cache").Check(testkit.Rows("0"))
diff --git a/planner/core/optimizer.go b/planner/core/optimizer.go
index 1064ea529b2d0..1a3e1ea5ab821 100644
--- a/planner/core/optimizer.go
+++ b/planner/core/optimizer.go
@@ -782,8 +782,7 @@ func setupFineGrainedShuffleInternal(plan PhysicalPlan, helper *fineGrainedShuff
 // Todo: make more careful check here.
 func checkPlanCacheable(sctx sessionctx.Context, plan PhysicalPlan) {
 	if sctx.GetSessionVars().StmtCtx.UseCache && useTiFlash(plan) {
-		sctx.GetSessionVars().StmtCtx.SkipPlanCache = true
-		sctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: TiFlash plan is un-cacheable"))
+		sctx.GetSessionVars().StmtCtx.SetSkipPlanCache(errors.Errorf("skip plan-cache: TiFlash plan is un-cacheable"))
 	}
 }
 
diff --git a/planner/core/plan_cache.go b/planner/core/plan_cache.go
index ab4eb4e4912ab..9739a63f2b8ff 100644
--- a/planner/core/plan_cache.go
+++ b/planner/core/plan_cache.go
@@ -278,7 +278,7 @@ func generateNewPlan(ctx context.Context, sctx sessionctx.Context, isNonPrepared
 
 	// We only cache the tableDual plan when the number of parameters are zero.
 	if containTableDual(p) && paramNum > 0 {
-		stmtCtx.SkipPlanCache = true
+		stmtCtx.SetSkipPlanCache(errors.New("skip plan-cache: get a TableDual plan"))
 	}
 	if stmtAst.UseCache && !stmtCtx.SkipPlanCache && !ignorePlanCache {
 		// rebuild key to exclude kv.TiFlash when stmt is not read only
diff --git a/sessionctx/stmtctx/stmtctx.go b/sessionctx/stmtctx/stmtctx.go
index 799f2f8bdeea8..cfe017c7c8805 100644
--- a/sessionctx/stmtctx/stmtctx.go
+++ b/sessionctx/stmtctx/stmtctx.go
@@ -609,6 +609,15 @@ func (sc *StatementContext) SetPlanHint(hint string) {
 	sc.planHint = hint
 }
 
+// SetSkipPlanCache sets to skip the plan cache and records the reason.
+func (sc *StatementContext) SetSkipPlanCache(reason error) {
+	if sc.UseCache && sc.SkipPlanCache {
+		return // avoid unnecessary warnings
+	}
+	sc.SkipPlanCache = true
+	sc.AppendWarning(reason)
+}
+
 // TableEntry presents table in db.
 type TableEntry struct {
 	DB    string
@@ -1154,9 +1163,8 @@ func (sc *StatementContext) GetLockWaitStartTime() time.Time {
 func (sc *StatementContext) RecordRangeFallback(rangeMaxSize int64) {
 	// If range fallback happens, it means ether the query is unreasonable(for example, several long IN lists) or tidb_opt_range_max_size is too small
 	// and the generated plan is probably suboptimal. In that case we don't put it into plan cache.
-	sc.SkipPlanCache = true
 	if sc.UseCache {
-		sc.AppendWarning(errors.Errorf("skip plan-cache: in-list is too long"))
+		sc.SetSkipPlanCache(errors.Errorf("skip plan-cache: in-list is too long"))
 	}
 	if !sc.RangeFallback {
 		sc.AppendWarning(errors.Errorf("Memory capacity of %v bytes for 'tidb_opt_range_max_size' exceeded when building ranges. Less accurate ranges such as full range are chosen", rangeMaxSize))
diff --git a/util/ranger/detacher.go b/util/ranger/detacher.go
index 596d27c27d9d8..e4d75711cae2a 100644
--- a/util/ranger/detacher.go
+++ b/util/ranger/detacher.go
@@ -622,8 +622,7 @@ func ExtractEqAndInCondition(sctx sessionctx.Context, conditions []expression.Ex
 			}
 			if expression.MaybeOverOptimized4PlanCache(sctx, conditions) {
 				// `a=@x and a=@y` --> `a=@x if @x==@y`
-				sctx.GetSessionVars().StmtCtx.SkipPlanCache = true
-				sctx.GetSessionVars().StmtCtx.AppendWarning(errors.Errorf("skip plan-cache: some parameters may be overwritten"))
+				sctx.GetSessionVars().StmtCtx.SetSkipPlanCache(errors.Errorf("skip plan-cache: some parameters may be overwritten"))
 			}
 		}
 	}