diff --git a/venus-shared/chain/complex_provider.go b/venus-shared/chain/complex_provider.go
new file mode 100644
index 0000000000..771183aaf9
--- /dev/null
+++ b/venus-shared/chain/complex_provider.go
@@ -0,0 +1,77 @@
+package chain
+
+import (
+	"github.com/filecoin-project/go-state-types/abi"
+	"github.com/filecoin-project/go-state-types/big"
+	"github.com/filecoin-project/venus/venus-shared/chain/params"
+	"github.com/filecoin-project/venus/venus-shared/testutil"
+	"github.com/ipfs/go-cid"
+	"math"
+	"testing"
+)
+
+func init() {
+	testutil.MustRegisterDefaultValueProvier(TipsetProvider())
+	testutil.MustRegisterDefaultValueProvier(MessageProvider())
+}
+
+func TipsetProvider() func(*testing.T) *TipSet {
+	const (
+		minBlkNumInTipset = 1
+		maxBlkNumInTipset = 5
+	)
+
+	return func(t *testing.T) *TipSet {
+		var (
+			blkNum, parentNum int
+			parentWeight      big.Int
+			epoch             abi.ChainEpoch
+			blocks            []*BlockHeader
+			parents           []cid.Cid
+		)
+
+		testutil.Provide(t, &parentNum, testutil.IntRangedProvider(minBlkNumInTipset, maxBlkNumInTipset))
+		testutil.Provide(t, &parents, testutil.WithSliceLen(parentNum))
+
+		testutil.Provide(t, &blkNum, testutil.IntRangedProvider(minBlkNumInTipset+1, maxBlkNumInTipset))
+		testutil.Provide(t, &blocks, testutil.WithSliceLen(blkNum),
+			// blocks in one tipset must be with the same parents.
+			func(t *testing.T) []cid.Cid {
+				return parents
+			})
+
+		testutil.Provide(t, &epoch, testutil.IntRangedProvider(0, math.MaxUint32))
+		testutil.Provide(t, &parentWeight, testutil.PositiveBigProvider())
+
+		// ensure that random assignments won't break the validation
+		for _, blk := range blocks {
+			blk.Height = epoch
+			blk.ParentWeight.Set(parentWeight.Int)
+		}
+
+		tipset, err := NewTipSet(blocks)
+
+		if err != nil {
+			t.Fatalf("create new tipset failed: %s", err.Error())
+		}
+
+		return tipset
+	}
+}
+
+func MessageProvider() func(t *testing.T) *Message {
+	return func(t *testing.T) *Message {
+		var msg Message
+		testutil.Provide(t, &msg,
+			testutil.IntRangedProvider(0, params.BlockGasLimit),
+			func(t *testing.T) big.Int {
+				ip := testutil.IntRangedProvider(0, int(params.FilBase))
+				return FromFil(uint64(ip(t)))
+			},
+		)
+		// ensure that random assignments won't break the validation
+		msg.Version = 0
+		msg.GasPremium = msg.GasFeeCap
+		return &msg
+	}
+}
diff --git a/venus-shared/chain/complex_provider_test.go b/venus-shared/chain/complex_provider_test.go
new file mode 100644
index 0000000000..201c00a12a
--- /dev/null
+++ b/venus-shared/chain/complex_provider_test.go
@@ -0,0 +1,36 @@
+package chain
+
+import (
+	"github.com/filecoin-project/venus/venus-shared/testutil"
+	"github.com/stretchr/testify/require"
+	"testing"
+)
+
+func TestTipsetProvider(t *testing.T) {
+	var tipset = &TipSet{}
+	testutil.Provide(t, &tipset)
+	require.Greater(t, len(tipset.blocks), 0, "blocks in a tipset must greater than 0")
+}
+
+func TestMessageProvider(t *testing.T) {
+	var message *Message
+	testutil.Provide(t, &message)
+	require.NotEqual(t, message.Cid().String(), "", "message cid can't be empty")
+}
+
+func TestBlockProvider(t *testing.T) {
+	var block *BlockHeader
+	testutil.Provide(t, &block)
+	require.NotNil(t, block, "block must not be nil")
+}
+
+func TestComplexProvider(t *testing.T) {
+	tests := map[string]func(*testing.T) {
+		"Tipset":TestTipsetProvider,
+		"Message":TestMessageProvider,
+		"Block":TestBlockProvider,
+	}
+	for testName, f := range tests {
+		t.Run(testName, f)
+	}
+}