diff --git a/Cargo.lock b/Cargo.lock
index 1f94680ee..7c0035acf 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2304,6 +2304,8 @@ dependencies = [
 name = "darwinia-account-migration"
 version = "6.0.0"
 dependencies = [
+ "darwinia-deposit",
+ "darwinia-staking",
  "dc-primitives",
  "frame-support",
  "frame-system",
diff --git a/pallet/account-migration/Cargo.toml b/pallet/account-migration/Cargo.toml
index f9b908082..ce1ea7764 100644
--- a/pallet/account-migration/Cargo.toml
+++ b/pallet/account-migration/Cargo.toml
@@ -11,11 +11,13 @@ version     = "6.0.0"
 
 [dependencies]
 # crates.io
-codec      = { default-features = false, package = "parity-scale-codec", version = "3.2.1", features = ["derive"] }
-scale-info = { default-features = false, version = "2.3.0", features = ["derive"] }
+codec      = { default-features = false, package = "parity-scale-codec", version = "3.2", features = ["derive"] }
+scale-info = { default-features = false, version = "2.3", features = ["derive"] }
 
 # darwinia
-dc-primitives = { default-features = false, path = "../../core/primitives" }
+darwinia-deposit = { default-features = false, path = "../deposit" }
+darwinia-staking = { default-features = false, path = "../staking" }
+dc-primitives    = { default-features = false, path = "../../core/primitives" }
 
 # substrate
 frame-support   = { default-features = false, git = "https://github.com/paritytech/substrate", branch = "polkadot-v0.9.30" }
@@ -38,6 +40,8 @@ std = [
 	"scale-info/std",
 
 	# darwinia
+	"darwinia-deposit/std",
+	"darwinia-staking/std",
 	"dc-primitives/std",
 
 	# paritytech
diff --git a/pallet/account-migration/src/lib.rs b/pallet/account-migration/src/lib.rs
index b4f9e1851..9a297e8e5 100644
--- a/pallet/account-migration/src/lib.rs
+++ b/pallet/account-migration/src/lib.rs
@@ -49,12 +49,14 @@
 mod tests;
 
 // darwinia
+use darwinia_deposit::Deposit;
+use darwinia_staking::Ledger;
 use dc_primitives::{AccountId as AccountId20, Balance, BlockNumber, Index};
 // substrate
 use frame_support::{
 	log,
 	pallet_prelude::*,
-	traits::{LockableCurrency, WithdrawReasons},
+	traits::{Currency, ExistenceRequirement::KeepAlive, LockableCurrency, WithdrawReasons},
 };
 use frame_system::{pallet_prelude::*, AccountInfo};
 use pallet_balances::AccountData;
@@ -82,6 +84,8 @@ pub mod pallet {
 			AccountData = AccountData<Balance>,
 		> + pallet_balances::Config<Balance = Balance>
 		+ pallet_vesting::Config<Currency = pallet_balances::Pallet<Self>>
+		+ darwinia_deposit::Config
+		+ darwinia_staking::Config
 	{
 		/// Override the [`frame_system::Config::RuntimeEvent`].
 		type RuntimeEvent: From<Event> + IsType<<Self as frame_system::Config>::RuntimeEvent>;
@@ -102,6 +106,8 @@ pub mod pallet {
 	pub enum Error<T> {
 		/// Exceed maximum vesting count.
 		ExceedMaxVestings,
+		/// Exceed maximum deposit count.
+		ExceedMaxDeposits,
 	}
 
 	/// [`frame_system::Account`] data.
@@ -121,9 +127,26 @@ pub mod pallet {
 	pub type Vestings<T: Config> =
 		StorageMap<_, Blake2_128Concat, AccountId32, Vec<VestingInfo<Balance, BlockNumber>>>;
 
+	/// [`darwinia_deposit::Deposits`] data.
+	#[pallet::storage]
+	#[pallet::unbounded]
+	#[pallet::getter(fn deposit_of)]
+	pub type Deposits<T: Config> = StorageMap<_, Blake2_128Concat, AccountId32, Vec<Deposit>>;
+
+	/// [`darwinia_staking::Bonded`] data.
+	///
+	/// <https://github.dev/darwinia-network/darwinia-common/blob/6a9392cfb9fe2c99b1c2b47d0c36125d61991bb7/frame/staking/src/lib.rs#L592>
+	#[pallet::storage]
+	#[pallet::getter(fn bonded)]
+	pub type Bonded<T: Config> = StorageMap<_, Twox64Concat, AccountId32, AccountId32>;
+
+	/// [`darwinia_staking::Ledgers`] data.
+	#[pallet::storage]
+	#[pallet::getter(fn ledger_of)]
+	pub type Ledgers<T: Config> = StorageMap<_, Blake2_128Concat, AccountId32, Ledger<T>>;
+
 	// TODO: identity storages
 	// TODO: proxy storages
-	// TODO: staking storages
 
 	#[pallet::call]
 	impl<T: Config> Pallet<T> {
@@ -142,12 +165,12 @@ pub mod pallet {
 
 			<frame_system::Account<T>>::insert(to, account);
 
-			if let Some(vs) = <Vestings<T>>::get(&from) {
-				let locked = vs.iter().map(|v| v.locked()).sum();
+			if let Some(v) = <Vestings<T>>::get(&from) {
+				let locked = v.iter().map(|v| v.locked()).sum();
 
 				<pallet_vesting::Vesting<T>>::insert(
 					to,
-					BoundedVec::try_from(vs).map_err(|_| <Error<T>>::ExceedMaxVestings)?,
+					BoundedVec::try_from(v).map_err(|_| <Error<T>>::ExceedMaxVestings)?,
 				);
 
 				// https://github.dev/paritytech/substrate/blob/19162e43be45817b44c7d48e50d03f074f60fbf4/frame/vesting/src/lib.rs#L248
@@ -156,6 +179,29 @@ pub mod pallet {
 				// https://github.dev/paritytech/substrate/blob/19162e43be45817b44c7d48e50d03f074f60fbf4/frame/vesting/src/lib.rs#L86
 				<pallet_balances::Pallet<T>>::set_lock(*b"vesting ", &to, locked, reasons);
 			}
+			if let Some(l) = <Bonded<T>>::get(&from).and_then(<Ledgers<T>>::get) {
+				if let Some(ds) = <Deposits<T>>::get(&from) {
+					<pallet_balances::Pallet<T> as Currency<_>>::transfer(
+						&to,
+						&darwinia_deposit::account_id(),
+						ds.iter().map(|d| d.value).sum(),
+						KeepAlive,
+					)?;
+					<darwinia_deposit::Deposits<T>>::insert(
+						to,
+						BoundedVec::try_from(ds).map_err(|_| <Error<T>>::ExceedMaxDeposits)?,
+					);
+				}
+
+				<pallet_balances::Pallet<T> as Currency<_>>::transfer(
+					&to,
+					&darwinia_staking::account_id(),
+					l.staked_ring + l.unstaking_ring.iter().map(|(r, _)| r).sum::<Balance>(),
+					KeepAlive,
+				)?;
+				// TODO: kton transfer
+				<darwinia_staking::Ledgers<T>>::insert(to, l);
+			}
 
 			Self::deposit_event(Event::Migrated { from, to });
 
diff --git a/pallet/deposit/src/lib.rs b/pallet/deposit/src/lib.rs
index 5b33dc871..40c572213 100644
--- a/pallet/deposit/src/lib.rs
+++ b/pallet/deposit/src/lib.rs
@@ -34,6 +34,8 @@ use core::{
 	cmp::Ordering::{Equal, Greater, Less},
 	ops::ControlFlow::{Break, Continue},
 };
+// crates.io
+use codec::FullCodec;
 // darwinia
 use dc_inflation::MILLISECS_PER_YEAR;
 use dc_types::{Balance, Moment};
@@ -201,7 +203,7 @@ pub mod pallet {
 
 				DispatchResult::Ok(())
 			})?;
-			T::Ring::transfer(&who, &Self::account_id(), amount, KeepAlive)?;
+			T::Ring::transfer(&who, &account_id(), amount, KeepAlive)?;
 			T::Kton::mint(&who, dc_inflation::deposit_interest(amount, months))?;
 
 			// TODO: event?
@@ -237,7 +239,7 @@ pub mod pallet {
 				<Result<(), ()>>::Ok(())
 			});
 
-			T::Ring::transfer(&Self::account_id(), &who, claimed, AllowDeath)?;
+			T::Ring::transfer(&account_id(), &who, claimed, AllowDeath)?;
 
 			// TODO: event?
 
@@ -246,15 +248,6 @@ pub mod pallet {
 
 		// TODO: claim_with_penalty
 	}
-	impl<T> Pallet<T>
-	where
-		T: Config,
-	{
-		/// The account of the deposit pot.
-		pub fn account_id() -> T::AccountId {
-			PalletId(*b"dar/depo").into_account_truncating()
-		}
-	}
 }
 pub use pallet::*;
 
@@ -309,3 +302,11 @@ where
 			.unwrap_or_default()
 	}
 }
+
+/// The account of the deposit pot.
+pub fn account_id<A>() -> A
+where
+	A: FullCodec,
+{
+	PalletId(*b"dar/depo").into_account_truncating()
+}
diff --git a/pallet/deposit/tests/tests.rs b/pallet/deposit/tests/tests.rs
index 2b27152ee..e1de4b34e 100644
--- a/pallet/deposit/tests/tests.rs
+++ b/pallet/deposit/tests/tests.rs
@@ -30,11 +30,11 @@ use frame_support::{assert_noop, assert_ok, traits::Get};
 fn lock_should_work() {
 	new_test_ext().execute_with(|| {
 		assert_eq!(System::account(&1).consumers, 0);
-		assert_eq!(Balances::free_balance(&Deposit::account_id()), 0);
+		assert_eq!(Balances::free_balance(&darwinia_deposit::account_id()), 0);
 		assert_eq!(Balances::free_balance(&1), 1_000 * UNIT);
 		assert_ok!(Deposit::lock(RuntimeOrigin::signed(1), 10 * UNIT, 1));
 		assert_eq!(System::account(&1).consumers, 1);
-		assert_eq!(Balances::free_balance(&Deposit::account_id()), 10 * UNIT);
+		assert_eq!(Balances::free_balance(&darwinia_deposit::account_id()), 10 * UNIT);
 		assert_eq!(Balances::free_balance(&1), 990 * UNIT);
 	});
 }
diff --git a/tool/state-processor/.editorconfig b/tool/state-processor/.editorconfig
new file mode 100644
index 000000000..7a124a295
--- /dev/null
+++ b/tool/state-processor/.editorconfig
@@ -0,0 +1,21 @@
+root = true
+
+[*]
+charset=utf-8
+end_of_line=lf
+indent_size=tab
+indent_style=tab
+insert_final_newline=true
+max_line_length=100
+tab_width=4
+trim_trailing_whitespace=true
+
+[*.py]
+charset=utf-8
+indent_size=4
+indent_style=space
+
+[*.{sh,yml,yaml}]
+indent_size=2
+indent_style=space
+tab_width=8
diff --git a/tool/state-processor/.gitignore b/tool/state-processor/.gitignore
new file mode 100644
index 000000000..a9a20e83c
--- /dev/null
+++ b/tool/state-processor/.gitignore
@@ -0,0 +1,15 @@
+# System
+.DS_Store
+
+# Integrated Development Environment
+.idea
+.vscode
+
+# Package Manager
+## cargo
+target
+## npm
+node_modules
+
+# Test data
+test-data
diff --git a/tool/state-processor/.rustfmt.toml b/tool/state-processor/.rustfmt.toml
new file mode 100644
index 000000000..8f17dfe50
--- /dev/null
+++ b/tool/state-processor/.rustfmt.toml
@@ -0,0 +1,29 @@
+# Basic
+edition    = "2021"
+hard_tabs  = true
+max_width  = 100
+tab_spaces = 4
+
+# Imports
+imports_granularity = "Crate"
+reorder_imports     = true
+
+# Format comments
+comment_width = 100
+wrap_comments = true
+
+# Misc
+match_arm_blocks           = false
+match_block_trailing_comma = true
+newline_style              = "Unix"
+reorder_impl_items         = true
+reorder_modules            = true
+use_field_init_shorthand   = true
+use_small_heuristics       = "Max"
+
+# Wait for stablization
+# format_code_in_doc_comments = true
+
+# Could give it a try
+# group_imports          = "StdExternalCrate"
+# inline_attribute_width = 100
diff --git a/tool/state-processor/Cargo.lock b/tool/state-processor/Cargo.lock
index 39db17a24..c2153177b 100644
--- a/tool/state-processor/Cargo.lock
+++ b/tool/state-processor/Cargo.lock
@@ -2,93 +2,27 @@
 # It is not intended for manual editing.
 version = 3
 
-[[package]]
-name = "Inflector"
-version = "0.11.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fe438c63458706e03479442743baae6c88256498e6431708f6dfc520a26515d3"
-dependencies = [
- "lazy_static",
- "regex",
-]
-
-[[package]]
-name = "addr2line"
-version = "0.19.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a76fd60b23679b7d19bd066031410fb7e458ccc5e958eb5c325888ce4baedc97"
-dependencies = [
- "gimli",
-]
-
-[[package]]
-name = "adler"
-version = "1.0.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
-
-[[package]]
-name = "ahash"
-version = "0.7.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fcb51a0695d8f838b1ee009b3fbf66bda078cd64590202a864a8f3e8c4315c47"
-dependencies = [
- "getrandom 0.2.8",
- "once_cell",
- "version_check",
-]
-
 [[package]]
 name = "aho-corasick"
-version = "0.7.19"
+version = "0.7.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b4f55bd91a0978cbfd91c457a164bab8b4001c833b7f323132c0a4e1922dd44e"
+checksum = "cc936419f96fa211c1b9166887b38e5e40b19958e5b895be7c1f93adec7071ac"
 dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "android_system_properties"
-version = "0.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
-dependencies = [
- "libc",
-]
-
-[[package]]
-name = "ansi_term"
-version = "0.12.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d52a9bb7ec0cf484c551830a7ce27bd20d67eac647e1befb56b0be4ee39a55d2"
-dependencies = [
- "winapi",
-]
-
 [[package]]
 name = "anyhow"
 version = "1.0.66"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "216261ddc8289130e551ddcd5ce8a064710c0d064a4d2895c67151c92b5443f6"
 
-[[package]]
-name = "array-bytes"
-version = "4.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a913633b0c922e6b745072795f50d90ebea78ba31a57e2ac8c2fc7b50950949"
-
 [[package]]
 name = "array-bytes"
 version = "6.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "22f72e9d6fac4bc80778ea470b20197b88d28c292bb7d60c3fb099280003cd19"
 
-[[package]]
-name = "arrayref"
-version = "0.3.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a4c527152e37cf757a3f78aae5a06fbeefdb07ccc535c980a3208ee3060dd544"
-
 [[package]]
 name = "arrayvec"
 version = "0.4.12"
@@ -98,29 +32,12 @@ dependencies = [
  "nodrop",
 ]
 
-[[package]]
-name = "arrayvec"
-version = "0.5.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "23b62fc65de8e4e7f52534fb52b0f3ed04746ae267519eef2a83941e8085068b"
-
 [[package]]
 name = "arrayvec"
 version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8da52d66c7071e2e3fa2a1e5c6d088fec47b593032b254f5e980de8ea54454d6"
 
-[[package]]
-name = "async-trait"
-version = "0.1.60"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677d1d8ab452a3936018a687b20e6f7cf5363d713b732b8884001317b0e48aa3"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
-]
-
 [[package]]
 name = "atty"
 version = "0.2.14"
@@ -132,57 +49,6 @@ dependencies = [
  "winapi",
 ]
 
-[[package]]
-name = "autocfg"
-version = "1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
-
-[[package]]
-name = "backtrace"
-version = "0.3.67"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "233d376d6d185f2a3093e58f283f60f880315b6c60075b01f36b3b85154564ca"
-dependencies = [
- "addr2line",
- "cc",
- "cfg-if",
- "libc",
- "miniz_oxide",
- "object",
- "rustc-demangle",
-]
-
-[[package]]
-name = "base16ct"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "349a06037c7bf932dd7e7d1f653678b2038b9ad46a74102f1fc7bd7872678cce"
-
-[[package]]
-name = "base58"
-version = "0.2.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6107fe1be6682a68940da878d9e9f5e90ca5745b3dec9fd1bb393c8777d4f581"
-
-[[package]]
-name = "base64"
-version = "0.13.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9e1b586273c5702936fe7b7d6896644d8be71e6314cfe09d3167c95f712589e8"
-
-[[package]]
-name = "base64ct"
-version = "1.5.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b645a089122eccb6111b4f81cbc1a49f5900ac4666bb93ac027feaecf15607bf"
-
-[[package]]
-name = "bitflags"
-version = "1.3.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
-
 [[package]]
 name = "bitvec"
 version = "1.0.1"
@@ -195,15 +61,6 @@ dependencies = [
  "wyz",
 ]
 
-[[package]]
-name = "blake2"
-version = "0.10.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
-dependencies = [
- "digest 0.10.5",
-]
-
 [[package]]
 name = "blake2-rfc"
 version = "0.2.18"
@@ -214,136 +71,39 @@ dependencies = [
  "constant_time_eq",
 ]
 
-[[package]]
-name = "block-buffer"
-version = "0.7.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0940dc441f31689269e10ac70eb1002a3a1d3ad1390e030043662eb7fe4688b"
-dependencies = [
- "block-padding",
- "byte-tools",
- "byteorder",
- "generic-array 0.12.4",
-]
-
-[[package]]
-name = "block-buffer"
-version = "0.9.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4152116fd6e9dadb291ae18fc1ec3575ed6d84c29642d97890f4b4a3417297e4"
-dependencies = [
- "generic-array 0.14.6",
-]
-
 [[package]]
 name = "block-buffer"
 version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "69cce20737498f97b993470a6e536b8523f0af7892a4f928cceb1ac5e52ebe7e"
 dependencies = [
- "generic-array 0.14.6",
-]
-
-[[package]]
-name = "block-padding"
-version = "0.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fa79dedbb091f449f1f39e53edf88d5dbe95f895dae6135a8d7b881fb5af73f5"
-dependencies = [
- "byte-tools",
+ "generic-array",
 ]
 
-[[package]]
-name = "bumpalo"
-version = "3.11.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "572f695136211188308f16ad2ca5c851a712c464060ae6974944458eb83880ba"
-
 [[package]]
 name = "byte-slice-cast"
 version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c3ac9f8b63eca6fd385229b3675f6cc0dc5c8a5c8a54a59d4f52ffd670d87b0c"
 
-[[package]]
-name = "byte-tools"
-version = "0.3.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e3b5ca7a04898ad4bcd41c90c5285445ff5b791899bb1b0abdd2a2aa791211d7"
-
 [[package]]
 name = "byteorder"
 version = "1.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
 
-[[package]]
-name = "bytes"
-version = "1.3.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfb24e866b15a1af2a1b663f10c6b6b8f397a84aadb828f12e5b289ec23a3a3c"
-
-[[package]]
-name = "cc"
-version = "1.0.78"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a20104e2335ce8a659d6dd92a51a767a0c062599c73b343fd152cb401e828c3d"
-
-[[package]]
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+ "array-bytes",
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@@ -2521,134 +544,15 @@ dependencies = [
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- "serde_json",
- "sharded-slab",
- "smallvec",
- "thread_local",
- "tracing",
- "tracing-core",
- "tracing-log",
- "tracing-serde",
-]
-
-[[package]]
-name = "trie-db"
-version = "0.24.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "004e1e8f92535694b4cb1444dc5a8073ecf0815e3357f729638b9f8fc4062908"
-dependencies = [
- "hash-db",
- "hashbrown",
- "log",
- "rustc-hex",
- "smallvec",
-]
-
-[[package]]
-name = "trie-root"
-version = "0.17.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a36c5ca3911ed3c9a5416ee6c679042064b93fc637ded67e25f92e68d783891"
-dependencies = [
- "hash-db",
 ]
 
-[[package]]
-name = "tt-call"
-version = "1.0.8"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e66dcbec4290c69dd03c57e76c2469ea5c7ce109c6dd4351c13055cf71ea055"
-
 [[package]]
 name = "twox-hash"
 version = "1.6.3"
@@ -2656,28 +560,15 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "97fee6b57c6a41524a810daee9286c02d7752c4253064d0b05472833a438f675"
 dependencies = [
  "cfg-if",
- "digest 0.10.5",
- "rand 0.8.5",
+ "rand",
  "static_assertions",
 ]
 
 [[package]]
 name = "typenum"
-version = "1.15.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dcf81ac59edc17cc8697ff311e8f5ef2d99fcbd9817b34cec66f90b6c3dfd987"
-
-[[package]]
-name = "uint"
-version = "0.9.5"
+version = "1.16.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76f64bba2c53b04fcab63c01a7d7427eadc821e3bc48c34dc9ba29c501164b52"
-dependencies = [
- "byteorder",
- "crunchy",
- "hex",
- "static_assertions",
-]
+checksum = "497961ef93d974e23eb6f433eb5fe1b7930b659f06d12dec6fc44a8f554c0bba"
 
 [[package]]
 name = "unicode-ident"
@@ -2685,138 +576,18 @@ version = "1.0.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6ceab39d59e4c9499d4e5a8ee0e2735b891bb7308ac83dfb4e80cad195c9f6f3"
 
-[[package]]
-name = "unicode-normalization"
-version = "0.1.22"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c5713f0fc4b5db668a2ac63cdb7bb4469d8c9fed047b1d0292cc7b0ce2ba921"
-dependencies = [
- "tinyvec",
-]
-
-[[package]]
-name = "unicode-width"
-version = "0.1.10"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0edd1e5b14653f783770bce4a4dabb4a5108a5370a5f5d8cfe8710c361f6c8b"
-
-[[package]]
-name = "unicode-xid"
-version = "0.2.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f962df74c8c05a667b5ee8bcf162993134c104e96440b663c8daa176dc772d8c"
-
-[[package]]
-name = "valuable"
-version = "0.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
-
 [[package]]
 name = "version_check"
 version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
 
-[[package]]
-name = "wasi"
-version = "0.9.0+wasi-snapshot-preview1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
-
 [[package]]
 name = "wasi"
 version = "0.11.0+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
-[[package]]
-name = "wasm-bindgen"
-version = "0.2.83"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eaf9f5aceeec8be17c128b2e93e031fb8a4d469bb9c4ae2d7dc1888b26887268"
-dependencies = [
- "cfg-if",
- "wasm-bindgen-macro",
-]
-
-[[package]]
-name = "wasm-bindgen-backend"
-version = "0.2.83"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4c8ffb332579b0557b52d268b91feab8df3615f265d5270fec2a8c95b17c1142"
-dependencies = [
- "bumpalo",
- "log",
- "once_cell",
- "proc-macro2",
- "quote",
- "syn",
- "wasm-bindgen-shared",
-]
-
-[[package]]
-name = "wasm-bindgen-macro"
-version = "0.2.83"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "052be0f94026e6cbc75cdefc9bae13fd6052cdcaf532fa6c45e7ae33a1e6c810"
-dependencies = [
- "quote",
- "wasm-bindgen-macro-support",
-]
-
-[[package]]
-name = "wasm-bindgen-macro-support"
-version = "0.2.83"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07bc0c051dc5f23e307b13285f9d75df86bfdf816c5721e573dec1f9b8aa193c"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
- "wasm-bindgen-backend",
- "wasm-bindgen-shared",
-]
-
-[[package]]
-name = "wasm-bindgen-shared"
-version = "0.2.83"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1c38c045535d93ec4f0b4defec448e4291638ee608530863b1e2ba115d4fff7f"
-
-[[package]]
-name = "wasmi"
-version = "0.13.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06c326c93fbf86419608361a2c925a31754cf109da1b8b55737070b4d6669422"
-dependencies = [
- "parity-wasm",
- "wasmi-validation",
- "wasmi_core",
-]
-
-[[package]]
-name = "wasmi-validation"
-version = "0.5.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "91ff416ad1ff0c42e5a926ed5d5fab74c0f098749aa0ad8b2a34b982ce0e867b"
-dependencies = [
- "parity-wasm",
-]
-
-[[package]]
-name = "wasmi_core"
-version = "0.2.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "57d20cb3c59b788653d99541c646c561c9dd26506f25c0cebfe810659c54c6d7"
-dependencies = [
- "downcast-rs",
- "libm",
- "memory_units",
- "num-rational",
- "num-traits",
-]
-
 [[package]]
 name = "winapi"
 version = "0.3.9"
@@ -2848,89 +619,11 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
-[[package]]
-name = "windows-sys"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5a3e1820f08b8513f676f7ab6c1f99ff312fb97b553d30ff4dd86f9f15728aa7"
-dependencies = [
- "windows_aarch64_gnullvm",
- "windows_aarch64_msvc",
- "windows_i686_gnu",
- "windows_i686_msvc",
- "windows_x86_64_gnu",
- "windows_x86_64_gnullvm",
- "windows_x86_64_msvc",
-]
-
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "41d2aa71f6f0cbe00ae5167d90ef3cfe66527d6f613ca78ac8024c3ccab9a19e"
-
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd0f252f5a35cac83d6311b2e795981f5ee6e67eb1f9a7f64eb4500fbc4dcdb4"
-
-[[package]]
-name = "windows_i686_gnu"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fbeae19f6716841636c28d695375df17562ca208b2b7d0dc47635a50ae6c5de7"
-
-[[package]]
-name = "windows_i686_msvc"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84c12f65daa39dd2babe6e442988fc329d6243fdce47d7d2d155b8d874862246"
-
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bf7b1b21b5362cbc318f686150e5bcea75ecedc74dd157d874d754a2ca44b0ed"
-
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09d525d2ba30eeb3297665bd434a54297e4170c7f1a44cad4ef58095b4cd2028"
-
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.42.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f40009d85759725a34da6d89a94e63d7bdc50a862acf0dbc7c8e488f1edcb6f5"
-
 [[package]]
 name = "wyz"
-version = "0.5.0"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "30b31594f29d27036c383b53b59ed3476874d518f0efb151b27a4c275141390e"
+checksum = "05f360fc0b24296329c78fda852a1e9ae82de9cf7b27dae4b7f62f118f77b9ed"
 dependencies = [
  "tap",
 ]
-
-[[package]]
-name = "zeroize"
-version = "1.5.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c394b5bd0c6f669e7275d9c20aa90ae064cb22e75a1cad54e1b34088034b149f"
-dependencies = [
- "zeroize_derive",
-]
-
-[[package]]
-name = "zeroize_derive"
-version = "1.3.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44bf07cb3e50ea2003396695d58bf46bc9887a1f362260446fad6bc4e79bd36c"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn",
- "synstructure",
-]
diff --git a/tool/state-processor/Cargo.toml b/tool/state-processor/Cargo.toml
index c5f2013b9..02e52387d 100644
--- a/tool/state-processor/Cargo.toml
+++ b/tool/state-processor/Cargo.toml
@@ -10,6 +10,7 @@ anyhow             = { version = "1.0" }
 array-bytes        = { version = "6.0" }
 fxhash             = { version = "0.2" }
 log                = { version = "0.4" }
+once_cell          = { version = "1.16" }
 parity-scale-codec = { version = "3.2", features = ["derive"] }
 pretty_env_logger  = { version = "0.4" }
 serde              = { version = "1.0" }
@@ -20,9 +21,5 @@ subhasher   = { git = "https://github.com/hack-ink/subalfred" }
 subspector  = { git = "https://github.com/hack-ink/subalfred" }
 substorager = { git = "https://github.com/hack-ink/subalfred" }
 
-# parity
-frame-support = { git = "https://github.com/paritytech/substrate", branch = "polkadot-v0.9.30" }
-sp-core       = { git = "https://github.com/paritytech/substrate", branch = "polkadot-v0.9.30" }
-
 [workspace]
 exclude = []
diff --git a/tool/state-processor/rust-toolchain.toml b/tool/state-processor/rust-toolchain.toml
new file mode 100644
index 000000000..f0a04ee40
--- /dev/null
+++ b/tool/state-processor/rust-toolchain.toml
@@ -0,0 +1,5 @@
+[toolchain]
+channel    = "nightly-2022-09-19"
+components = ["cargo", "clippy", "rustc", "rustfmt", "rust-src"]
+profile    = "minimal"
+targets    = ["wasm32-unknown-unknown"]
diff --git a/tool/state-processor/src/adjust.rs b/tool/state-processor/src/adjust.rs
new file mode 100644
index 000000000..59b9485ce
--- /dev/null
+++ b/tool/state-processor/src/adjust.rs
@@ -0,0 +1,61 @@
+// darwinia
+use crate::*;
+
+pub trait Adjust {
+	fn adjust(&mut self);
+}
+
+impl Adjust for u32 {
+	fn adjust(&mut self) {
+		// https://github.com/darwinia-network/darwinia-2.0/issues/78
+		*self = self.checked_sub(*NOW.read().unwrap()).unwrap_or_default() / 2;
+	}
+}
+
+impl Adjust for u128 {
+	fn adjust(&mut self) {
+		*self *= GWEI;
+	}
+}
+
+impl Adjust for AccountData {
+	fn adjust(&mut self) {
+		self.free.adjust();
+		self.reserved.adjust();
+		self.free_kton_or_misc_frozen.adjust();
+		self.reserved_kton_or_fee_frozen.adjust();
+	}
+}
+
+impl Adjust for BalanceLock {
+	fn adjust(&mut self) {
+		self.amount.adjust();
+	}
+}
+
+impl Adjust for StakingLedger {
+	fn adjust(&mut self) {
+		self.active.adjust();
+		self.active_deposit_ring.adjust();
+		self.active_kton.adjust();
+		self.deposit_items.iter_mut().for_each(Adjust::adjust);
+		self.ring_staking_lock.adjust();
+		self.kton_staking_lock.adjust();
+	}
+}
+impl Adjust for TimeDepositItem {
+	fn adjust(&mut self) {
+		self.value.adjust();
+	}
+}
+impl Adjust for StakingLock {
+	fn adjust(&mut self) {
+		self.unbondings.iter_mut().for_each(Adjust::adjust);
+	}
+}
+impl Adjust for Unbonding {
+	fn adjust(&mut self) {
+		self.amount.adjust();
+		self.until.adjust();
+	}
+}
diff --git a/tool/state-processor/src/balances/mod.rs b/tool/state-processor/src/balances/mod.rs
index 929fb7dee..ae5f0d075 100644
--- a/tool/state-processor/src/balances/mod.rs
+++ b/tool/state-processor/src/balances/mod.rs
@@ -5,8 +5,11 @@ type Locks = Vec<BalanceLock>;
 
 impl Processor {
 	pub fn process_balances(&mut self) -> (u128, u128) {
+		// Balances storage items.
+		// https://github.dev/darwinia-network/substrate/blob/darwinia-v0.12.5/frame/balances/src/lib.rs#L486
+
 		let mut solo_ring_total_issuance = u128::default();
-		let mut kton_total_issuance = u128::default();
+		let mut solo_kton_total_issuance = u128::default();
 		let mut solo_ring_locks = <Map<Locks>>::default();
 		let mut solo_kton_locks = <Map<Locks>>::default();
 		let mut para_ring_locks = <Map<Locks>>::default();
@@ -14,8 +17,8 @@ impl Processor {
 
 		log::info!("take solo `Balances::TotalIssuance`, `Kton::TotalIssuance`, `Balances::Locks` and `Kton::Locks`");
 		self.solo_state
-			.take_value(b"Balances", b"TotalIssuance", &mut solo_ring_total_issuance)
-			.take_value(b"Kton", b"TotalIssuance", &mut kton_total_issuance)
+			.take_value(b"Balances", b"TotalIssuance", "", &mut solo_ring_total_issuance)
+			.take_value(b"Kton", b"TotalIssuance", "", &mut solo_kton_total_issuance)
 			.take_map(b"Balances", b"Locks", &mut solo_ring_locks, get_hashed_key)
 			.take_map(b"Kton", b"Locks", &mut solo_kton_locks, get_hashed_key);
 
@@ -23,16 +26,13 @@ impl Processor {
 		prune(&mut solo_ring_locks);
 		prune(&mut solo_kton_locks);
 
-		log::info!("adjust solo balances items' decimals");
-		solo_ring_total_issuance *= GWEI;
-		kton_total_issuance *= GWEI;
-		// solo_ring_locks.iter_mut().for_each(|(_, v)| v.iter_mut().for_each(|l| l.amount *=
-		// GWEI)); solo_kton_locks.iter_mut().for_each(|(_, v)| v.iter_mut().for_each(|l| l.amount
-		// *= GWEI));
+		log::info!("adjust solo total issuances decimals");
+		solo_ring_total_issuance.adjust();
+		solo_kton_total_issuance.adjust();
 
 		log::info!("take para `Balances::TotalIssuance` and `Balances::Locks`");
 		self.para_state
-			.take_value(b"Balances", b"TotalIssuance", &mut para_ring_total_issuance)
+			.take_value(b"Balances", b"TotalIssuance", "", &mut para_ring_total_issuance)
 			.take_map(b"Balances", b"Locks", &mut para_ring_locks, get_hashed_key);
 
 		log::info!("check solo ring locks, there should not be any `solo_ring_locks`");
@@ -42,7 +42,7 @@ impl Processor {
 		log::info!("check para locks, there should not be any `para_ring_locks`");
 		check_locks(para_ring_locks);
 
-		(solo_ring_total_issuance + para_ring_total_issuance, kton_total_issuance)
+		(solo_ring_total_issuance + para_ring_total_issuance, solo_kton_total_issuance)
 	}
 }
 
diff --git a/tool/state-processor/src/evm/README.md b/tool/state-processor/src/evm/README.md
index c45f83e91..c36e05ca7 100644
--- a/tool/state-processor/src/evm/README.md
+++ b/tool/state-processor/src/evm/README.md
@@ -1,4 +1,4 @@
 ### Process steps
 - set `PALLET_ETHEREUM_SCHEMA`
-- take `EVM::AccountCodes` and `EVM::AccountStorages`
+- take solo `EVM::AccountCodes` and `EVM::AccountStorages`
 - set `Evm::AccountCodes` and `Evm::AccountStorages`
diff --git a/tool/state-processor/src/evm/mod.rs b/tool/state-processor/src/evm/mod.rs
index f9a44beec..db5fb61ed 100644
--- a/tool/state-processor/src/evm/mod.rs
+++ b/tool/state-processor/src/evm/mod.rs
@@ -1,13 +1,13 @@
 // darwinia
 use crate::*;
 
-// https://github.com/paritytech/frontier/blob/polkadot-v0.9.30/primitives/storage/src/lib.rs#L23
+// https://github.dev/paritytech/frontier/blob/polkadot-v0.9.30/primitives/storage/src/lib.rs#L23
 const PALLET_ETHEREUM_SCHEMA: &str = "0x3a657468657265756d5f736368656d61";
 
 impl Processor {
 	fn process_ethereum_schema(&mut self) -> &mut Self {
 		log::info!("set `PALLET_ETHEREUM_SCHEMA`");
-		self.shell_state.0.insert(PALLET_ETHEREUM_SCHEMA.into(), "0x3".into());
+		self.shell_state.insert_raw_key_raw_value(PALLET_ETHEREUM_SCHEMA.into(), "0x3".into());
 
 		self
 	}
@@ -16,21 +16,23 @@ impl Processor {
 		self.process_ethereum_schema();
 
 		// Storage items.
-		// https://github.com/paritytech/frontier/blob/aca04f2269a9d6da2011f0c04069f0354fab01a1/frame/evm/src/lib.rs#L495-L502
+		// https://github.dev/darwinia-network/frontier/blob/darwinia-v0.12.5/frame/evm/src/lib.rs#L407
 		let mut account_codes = Map::default();
 		let mut account_storages = Map::default();
 
 		log::info!("take `EVM::AccountCodes` and `EVM::AccountStorages`");
 		self.solo_state
-			.take_raw(&item_key(b"EVM", b"AccountCodes"), &mut account_codes, |key, from| {
+			.take_raw_map(&item_key(b"EVM", b"AccountCodes"), &mut account_codes, |key, from| {
 				replace_first_match(key, from, &item_key(b"Evm", b"AccountCodes"))
 			})
-			.take_raw(&item_key(b"EVM", b"AccountStorages"), &mut account_storages, |key, from| {
-				replace_first_match(key, from, &item_key(b"Evm", b"AccountStorages"))
-			});
+			.take_raw_map(
+				&item_key(b"EVM", b"AccountStorages"),
+				&mut account_storages,
+				|key, from| replace_first_match(key, from, &item_key(b"Evm", b"AccountStorages")),
+			);
 
 		log::info!("set `Evm::AccountCodes` and `Evm::AccountStorages`");
-		self.shell_state.insert_raw(account_codes).insert_raw(account_storages);
+		self.shell_state.insert_raw_key_map(account_codes).insert_raw_key_map(account_storages);
 
 		self
 	}
diff --git a/tool/state-processor/src/main.rs b/tool/state-processor/src/main.rs
index 60a594a2f..e8b5a6d29 100644
--- a/tool/state-processor/src/main.rs
+++ b/tool/state-processor/src/main.rs
@@ -1,8 +1,12 @@
 mod balances;
 mod evm;
+mod staking;
 mod system;
 mod vesting;
 
+mod adjust;
+use adjust::*;
+
 mod type_registry;
 use type_registry::*;
 
@@ -12,10 +16,12 @@ use std::{
 	fs::File,
 	io::{Read, Write},
 	mem,
+	sync::RwLock,
 };
 // crates.io
 use anyhow::Result;
 use fxhash::FxHashMap;
+use once_cell::sync::Lazy;
 use parity_scale_codec::{Decode, Encode};
 use serde::de::DeserializeOwned;
 // hack-ink
@@ -23,6 +29,8 @@ use subspector::ChainSpec;
 
 type Map<V> = FxHashMap<String, V>;
 
+static NOW: Lazy<RwLock<u32>> = Lazy::new(|| RwLock::new(0));
+
 fn main() -> Result<()> {
 	env::set_var("RUST_LOG", "state_processor");
 	pretty_env_logger::init();
@@ -51,7 +59,13 @@ impl Processor {
 	}
 
 	fn process(mut self) -> Result<()> {
-		self.process_system().process_vesting().process_evm();
+		self.solo_state.get_value(b"System", b"Number", "", &mut *NOW.write().unwrap());
+
+		let _guard = NOW.read().unwrap();
+
+		assert!(*_guard != 0);
+
+		self.process_system().process_vesting().process_staking().process_evm();
 
 		self.save()
 	}
@@ -76,59 +90,33 @@ impl State {
 		Ok(Self(from_file::<ChainSpec>(path)?.genesis.raw.top))
 	}
 
-	#[allow(unused)]
-	fn prune(&mut self, pallet: &[u8], items: Option<&[&[u8]]>) -> &mut Self {
-		// Prune specific storages.
-		if let Some(items) = items {
-			for item in items {
-				let k = item_key(pallet, item);
-
-				self.0.remove(&k).or_else(|| {
-					log::warn!(
-						"`{}::{}: {k}` not found",
-						String::from_utf8_lossy(pallet),
-						String::from_utf8_lossy(item)
-					);
-
-					None
-				});
-			}
-		}
-		// Prune entire pallet.
-		else {
-			let prefix = pallet_key(pallet);
-			let mut pruned = false;
-
-			self.0.retain(|full_key, _| {
-				if full_key.starts_with(&prefix) {
-					pruned = true;
-
-					false
-				} else {
-					true
-				}
-			});
+	fn insert_raw_key_raw_value(&mut self, key: String, value: String) -> &mut Self {
+		self.0.insert(key, value);
 
-			if !pruned {
-				log::warn!("`{}: {prefix}` not found", String::from_utf8_lossy(pallet));
-			}
-		}
+		self
+	}
+
+	fn insert_raw_key_value<E>(&mut self, key: String, value: E) -> &mut Self
+	where
+		E: Encode,
+	{
+		self.0.insert(key, encode_value(value));
 
 		self
 	}
 
-	fn take_raw<F>(
+	fn take_raw_map<F>(
 		&mut self,
 		prefix: &str,
 		buffer: &mut Map<String>,
-		preprocess_key: F,
+		process_key: F,
 	) -> &mut Self
 	where
 		F: Fn(&str, &str) -> String,
 	{
 		self.0.retain(|k, v| {
 			if k.starts_with(prefix) {
-				buffer.insert(preprocess_key(k, prefix), v.to_owned());
+				buffer.insert(process_key(k, prefix), v.to_owned());
 
 				false
 			} else {
@@ -139,7 +127,7 @@ impl State {
 		self
 	}
 
-	fn insert_raw(&mut self, pairs: Map<String>) -> &mut Self {
+	fn insert_raw_key_map(&mut self, pairs: Map<String>) -> &mut Self {
 		pairs.into_iter().for_each(|(k, v)| {
 			if self.0.contains_key(&k) {
 				log::error!("key({k}) has already existed, overriding");
@@ -151,41 +139,74 @@ impl State {
 		self
 	}
 
-	fn take_value<D>(&mut self, pallet: &[u8], item: &[u8], value: &mut D) -> &mut Self
+	fn get_value<D>(&self, pallet: &[u8], item: &[u8], hash: &str, value: &mut D) -> &Self
 	where
 		D: Decode,
 	{
-		let key = item_key(pallet, item);
+		let key = full_key(pallet, item, hash);
+
+		if let Some(v) = self.0.get(&key) {
+			match decode(v) {
+				Ok(v) => *value = v,
+				Err(e) => log::warn!(
+					"failed to decode `{}::{}::{hash}({v})`, due to `{e}`",
+					String::from_utf8_lossy(pallet),
+					String::from_utf8_lossy(item),
+				),
+			}
+		}
+
+		self
+	}
+
+	fn take_value<D>(&mut self, pallet: &[u8], item: &[u8], hash: &str, value: &mut D) -> &mut Self
+	where
+		D: Decode,
+	{
+		let key = full_key(pallet, item, hash);
 
 		if let Some(v) = self.0.remove(&key) {
 			match decode(&v) {
 				Ok(v) => *value = v,
-				Err(e) => log::warn!("failed to decode `{key}:{v}`, due to `{e}`"),
+				Err(e) => log::warn!(
+					"failed to decode `{}::{}::{hash}({v})`, due to `{e}`",
+					String::from_utf8_lossy(pallet),
+					String::from_utf8_lossy(item)
+				),
 			}
 		}
 
 		self
 	}
 
+	fn insert_value<E>(&mut self, pallet: &[u8], item: &[u8], hash: &str, value: E) -> &mut Self
+	where
+		E: Encode,
+	{
+		self.0.insert(full_key(pallet, item, hash), encode_value(value));
+
+		self
+	}
+
 	fn take_map<D, F>(
 		&mut self,
 		pallet: &[u8],
 		item: &[u8],
 		buffer: &mut Map<D>,
-		preprocess_key: F,
+		process_key: F,
 	) -> &mut Self
 	where
 		D: Decode,
 		F: Fn(&str, &str) -> String,
 	{
 		let len = buffer.len();
-		let item_key = item_key(pallet, item);
+		let prefix = item_key(pallet, item);
 
 		self.0.retain(|full_key, v| {
-			if full_key.starts_with(&item_key) {
+			if full_key.starts_with(&prefix) {
 				match decode(v) {
 					Ok(v) => {
-						buffer.insert(preprocess_key(full_key, &item_key), v);
+						buffer.insert(process_key(full_key, &prefix), v);
 					},
 					Err(e) => log::warn!("failed to decode `{full_key}:{v}`, due to `{e}`"),
 				}
@@ -206,6 +227,22 @@ impl State {
 
 		self
 	}
+
+	fn insert_map<E, F>(&mut self, pairs: Map<E>, process_key: F) -> &mut Self
+	where
+		E: Encode,
+		F: Fn(&str) -> String,
+	{
+		pairs.into_iter().for_each(|(k, v)| {
+			self.0.insert(process_key(&k), encode_value(v));
+		});
+
+		self
+	}
+
+	// fn transfer(&mut self, from: &str, to: &str, amount: u128) {}
+
+	// fn inc_consumers(&mut self, who: &str) {}
 }
 
 fn from_file<D>(path: &str) -> Result<D>
@@ -269,10 +306,6 @@ fn get_last_64(key: &str) -> String {
 	format!("0x{}", &key[key.len() - 64..])
 }
 
-fn identity(key: &str, _: &str) -> String {
-	key.into()
-}
-
 fn replace_first_match(key: &str, from: &str, to: &str) -> String {
 	key.replacen(from, to, 1)
 }
diff --git a/tool/state-processor/src/staking/README.md b/tool/state-processor/src/staking/README.md
new file mode 100644
index 000000000..deffe19ba
--- /dev/null
+++ b/tool/state-processor/src/staking/README.md
@@ -0,0 +1,4 @@
+### Process steps
+- take solo `Staking::Bonded`, `Staking::Ledger`, `Staking::RingPool`, `Staking::KtonPool` and `Staking::LivingTime`
+- adjust decimals and block number, convert ledger, adjust unstaking duration then set `AccountMigration::Ledgers` and `AccountMigration::Deposits`
+- set `Staking::RingPool` and `Staking::KtonPool`
diff --git a/tool/state-processor/src/staking/mod.rs b/tool/state-processor/src/staking/mod.rs
new file mode 100644
index 000000000..a6b6d5b4c
--- /dev/null
+++ b/tool/state-processor/src/staking/mod.rs
@@ -0,0 +1,113 @@
+// darwinia
+use crate::*;
+
+impl Processor {
+	pub fn process_staking(&mut self) -> &mut Self {
+		// Storage items.
+		// https://github.dev/darwinia-network/darwinia-common/blob/darwinia-v0.12.5/frame/staking/src/lib.rs#L560
+		let mut bonded = <Map<String>>::default();
+		let mut ledgers = <Map<StakingLedger>>::default();
+		let mut ring_pool_storage = u128::default();
+		let mut kton_pool_storage = u128::default();
+		let mut ring_pool = u128::default();
+		let mut kton_pool = u128::default();
+		let mut elapsed_time = u64::default();
+
+		log::info!("take solo `Staking::Bonded`, `Staking::Ledger`, `Staking::RingPool`, `Staking::KtonPool` and `Staking::LivingTime`");
+		self.solo_state
+			.take_raw_map(&item_key(b"Staking", b"Bonded"), &mut bonded, get_identity_key)
+			.take_map(b"Staking", b"Ledger", &mut ledgers, get_identity_key)
+			.take_value(b"Staking", b"RingPool", "", &mut ring_pool_storage)
+			.take_value(b"Staking", b"KtonPool", "", &mut kton_pool_storage)
+			.take_value(b"Staking", b"LivingTime", "", &mut elapsed_time);
+
+		log::info!("set `Staking::Bonded`");
+		self.shell_state.insert_raw_key_map(bonded);
+
+		log::info!("adjust decimals and block number, convert ledger, adjust unstaking duration then set `AccountMigration::Ledgers` and `AccountMigration::Deposits`");
+		{
+			let staking_ik = item_key(b"AccountMigration", b"Ledgers");
+			let deposit_ik = item_key(b"AccountMigration", b"Deposits");
+
+			ledgers.into_iter().for_each(|(_, mut v)| {
+				v.adjust();
+
+				let hash_k = array_bytes::bytes2hex("", subhasher::blake2_128_concat(v.stash));
+				let deposit_k = format!("{deposit_ik}{hash_k}");
+				let staking_k = format!("{staking_ik}{hash_k}");
+				let mut staked_deposits = Vec::default();
+
+				if !v.deposit_items.is_empty() {
+					let mut deposit_ring = u128::default();
+
+					self.shell_state.insert_raw_key_value(
+						deposit_k,
+						v.deposit_items
+							.into_iter()
+							.enumerate()
+							.map(|(i, d)| {
+								let id = i as _;
+
+								staked_deposits.push(id);
+								deposit_ring += d.value;
+
+								Deposit {
+									id,
+									value: d.value,
+									expired_time: d.expire_time as _,
+									in_use: true,
+								}
+							})
+							.collect::<Vec<_>>(),
+					);
+				}
+
+				ring_pool += v.active;
+				kton_pool += v.active_kton;
+
+				self.shell_state.insert_raw_key_value(
+					staking_k,
+					Ledger {
+						staked_ring: v.active,
+						staked_kton: v.active_kton,
+						staked_deposits,
+						unstaking_ring: v
+							.ring_staking_lock
+							.unbondings
+							.into_iter()
+							.map(|u| (u.amount, u.until))
+							.collect(),
+						unstaking_kton: v
+							.kton_staking_lock
+							.unbondings
+							.into_iter()
+							.map(|u| (u.amount, u.until))
+							.collect(),
+						unstaking_deposits: Default::default(),
+					},
+				);
+			});
+		}
+
+		ring_pool_storage.adjust();
+		kton_pool_storage.adjust();
+
+		log::info!("`ring_pool({ring_pool})`");
+		log::info!("`ring_pool_storage({ring_pool_storage})`");
+		log::info!("`kton_pool({kton_pool})`");
+		log::info!("`kton_pool_storage({kton_pool_storage})`");
+
+		log::info!("set `Staking::RingPool` and `Staking::KtonPool`");
+		self.shell_state.insert_value(b"Staking", b"RingPool", "", ring_pool).insert_value(
+			b"Staking",
+			b"KtonPool",
+			"",
+			kton_pool,
+		);
+
+		log::info!("set `Staking::ElapsedTime`");
+		self.shell_state.insert_value(b"Staking", b"ElapsedTime", "", elapsed_time as u128);
+
+		self
+	}
+}
diff --git a/tool/state-processor/src/system/README.md b/tool/state-processor/src/system/README.md
index 0d8a4e446..af67521d6 100644
--- a/tool/state-processor/src/system/README.md
+++ b/tool/state-processor/src/system/README.md
@@ -34,3 +34,4 @@
 - special accounts - TODO
   - parachain backing account 0x8c585F9791EE5b4B23fe82888cE576DBB69607eB
   - bridge root account 0x726f6f7400000000000000000000000000000000
+  - pallet accounts
diff --git a/tool/state-processor/src/system/mod.rs b/tool/state-processor/src/system/mod.rs
index 8d27cb23f..8b4604ceb 100644
--- a/tool/state-processor/src/system/mod.rs
+++ b/tool/state-processor/src/system/mod.rs
@@ -1,10 +1,5 @@
-// crates.io
-use array_bytes::bytes2hex;
 // darwinia
 use crate::*;
-// parity
-use frame_support::{Blake2_128Concat, StorageHasher};
-use sp_core::H160;
 
 #[derive(Debug)]
 pub struct AccountAll {
@@ -22,11 +17,9 @@ pub struct AccountAll {
 }
 
 impl Processor {
-	// System storage items.
-	// https://github.com/paritytech/substrate/blob/polkadot-v0.9.16/frame/system/src/lib.rs#L545-L639
-	// Balances storage items.
-	// https://github.com/paritytech/substrate/blob/polkadot-v0.9.16/frame/balances/src/lib.rs#L486-L535
 	pub fn process_system(&mut self) -> &mut Self {
+		// System storage items.
+		// https://github.dev/darwinia-network/substrate/blob/darwinia-v0.12.5/frame/system/src/lib.rs#L545
 		let solo_account_infos = self.process_solo_account_infos();
 		let para_account_infos = self.process_para_account_infos();
 		let (ring_total_issuance_storage, kton_total_issuance_storage) = self.process_balances();
@@ -88,15 +81,15 @@ impl Processor {
 			ring_total_issuance += v.data.reserved;
 		});
 
+		log::info!("`ring_total_issuance({ring_total_issuance})`");
+		log::info!("`ring_total_issuance_storage({ring_total_issuance_storage})`");
+
 		log::info!("set `Balances::TotalIssuance`");
-		log::info!("ring_total_issuance({ring_total_issuance})");
-		log::info!("ring_total_issuance_storage({ring_total_issuance_storage})");
-		self.shell_state
-			.0
-			.insert(item_key(b"Balances", b"TotalIssuance"), encode_value(ring_total_issuance));
-
-		log::info!("kton_total_issuance({kton_total_issuance})");
-		log::info!("kton_total_issuance_storage({kton_total_issuance_storage})");
+		self.shell_state.insert_value(b"Balances", b"TotalIssuance", "", ring_total_issuance);
+
+		log::info!("`kton_total_issuance({kton_total_issuance})`");
+		log::info!("`kton_total_issuance_storage({kton_total_issuance_storage})`");
+
 		// TODO: set KTON total issuance
 
 		log::info!("update ring misc frozen and fee frozen");
@@ -117,26 +110,23 @@ impl Processor {
 				},
 			};
 
-			match is_evm_addr(&key) {
-				(true, addr) => {
-					self.shell_state.0.insert(
-						full_key(
-							b"System",
-							b"Account",
-							&bytes2hex("", &Blake2_128Concat::hash(&addr.encode())),
-						),
-						encode_value(a),
-					);
-					// TODO: migrate kton balances.
-				},
-				(false, None) => {
-					a.nonce = 0;
+			if let Some(k) = try_get_evm_address(&key) {
+				self.shell_state.insert_value(
+					b"System",
+					b"Account",
+					&array_bytes::bytes2hex("", subhasher::blake2_128_concat(k)),
+					a,
+				);
+			// TODO: migrate kton balances.
+			} else {
+				a.nonce = 0;
 
-					self.shell_state
-						.0
-						.insert(full_key(b"AccountMigration", b"Accounts", &key), encode_value(a));
-				},
-				_ => unreachable!(),
+				self.shell_state.insert_value(
+					b"AccountMigration",
+					b"Accounts",
+					&array_bytes::bytes2hex("", subhasher::blake2_128_concat(k)),
+					a,
+				);
 			}
 		});
 
@@ -154,13 +144,8 @@ impl Processor {
 			.take_map(b"Ethereum", b"RemainingRingBalance", &mut remaining_ring, get_hashed_key)
 			.take_map(b"Ethereum", b"RemainingKtonBalance", &mut remaining_kton, get_hashed_key);
 
-		log::info!("adjust solo balance decimals");
-		account_infos.iter_mut().for_each(|(_, v)| {
-			v.data.free *= GWEI;
-			v.data.reserved *= GWEI;
-			v.data.free_kton_or_misc_frozen *= GWEI;
-			v.data.reserved_kton_or_fee_frozen *= GWEI;
-		});
+		log::info!("adjust solo `AccountData`s");
+		account_infos.iter_mut().for_each(|(_, v)| v.data.adjust());
 
 		log::info!("merge solo remaining balances");
 		remaining_ring.into_iter().for_each(|(k, v)| {
@@ -197,28 +182,25 @@ impl Processor {
 	}
 }
 
-// Returns true if the key is an EVM account key and the associated address, otherwise, returns None
-fn is_evm_addr(key: &str) -> (bool, Option<H160>) {
+fn try_get_evm_address(key: &str) -> Option<[u8; 20]> {
 	let k = array_bytes::hex2bytes_unchecked(key);
 
 	if k.starts_with(b"dvm:") && k[1..31].iter().fold(k[0], |checksum, &b| checksum ^ b) == k[31] {
-		return (true, Some(H160::from_slice(&k[11..31])));
+		Some(array_bytes::slice2array_unchecked(&k[11..31]))
+	} else {
+		None
 	}
-	(false, None)
 }
 
 #[test]
 fn verify_evm_address_checksum_should_work() {
-	// std
-	use std::str::FromStr;
-
 	// subalfred key 5ELRpquT7C3mWtjerpPfdmaGoSh12BL2gFCv2WczEcv6E1zL
 	// sub-seed
 	// public-key 0x64766d3a00000000000000b7de7f8c52ac75e036d05fda53a75cf12714a76973
 	// Substrate 5ELRpquT7C3mWtjerpPfdmaGoSh12BL2gFCv2WczEcv6E1zL
-	assert!(is_evm_addr("0x64766d3a00000000000000b7de7f8c52ac75e036d05fda53a75cf12714a76973").0);
 	assert_eq!(
-		is_evm_addr("0x64766d3a00000000000000b7de7f8c52ac75e036d05fda53a75cf12714a76973").1,
-		H160::from_str("b7de7f8c52ac75e036d05fda53a75cf12714a769").ok(),
+		try_get_evm_address("0x64766d3a00000000000000b7de7f8c52ac75e036d05fda53a75cf12714a76973")
+			.unwrap(),
+		array_bytes::hex2array_unchecked::<_, 20>("0xb7de7f8c52ac75e036d05fda53a75cf12714a769")
 	);
 }
diff --git a/tool/state-processor/src/type_registry.rs b/tool/state-processor/src/type_registry.rs
index 4379e9d5d..750da96d3 100644
--- a/tool/state-processor/src/type_registry.rs
+++ b/tool/state-processor/src/type_registry.rs
@@ -32,3 +32,55 @@ pub enum Reasons {
 	Misc = 1,
 	All = 2,
 }
+
+#[derive(Debug, Encode, Decode)]
+pub struct Deposit {
+	pub id: u8,
+	pub value: u128,
+	pub expired_time: u128,
+	pub in_use: bool,
+}
+
+#[derive(Debug, Encode, Decode)]
+pub struct StakingLedger {
+	pub stash: [u8; 32],
+	#[codec(compact)]
+	pub active: u128,
+	#[codec(compact)]
+	pub active_deposit_ring: u128,
+	#[codec(compact)]
+	pub active_kton: u128,
+	pub deposit_items: Vec<TimeDepositItem>,
+	pub ring_staking_lock: StakingLock,
+	pub kton_staking_lock: StakingLock,
+	pub claimed_rewards: Vec<u32>,
+}
+#[derive(Debug, Encode, Decode)]
+pub struct TimeDepositItem {
+	#[codec(compact)]
+	pub value: u128,
+	#[codec(compact)]
+	pub start_time: u64,
+	#[codec(compact)]
+	pub expire_time: u64,
+}
+#[derive(Debug, Encode, Decode)]
+pub struct StakingLock {
+	pub staking_amount: u128,
+	pub unbondings: Vec<Unbonding>,
+}
+#[derive(Debug, Encode, Decode)]
+pub struct Unbonding {
+	pub amount: u128,
+	pub until: u32,
+}
+
+#[derive(Debug, Encode, Decode)]
+pub struct Ledger {
+	pub staked_ring: u128,
+	pub staked_kton: u128,
+	pub staked_deposits: Vec<u8>,
+	pub unstaking_ring: Vec<(u128, u32)>,
+	pub unstaking_kton: Vec<(u128, u32)>,
+	pub unstaking_deposits: Vec<(u8, u32)>,
+}
diff --git a/tool/state-processor/src/vesting/mod.rs b/tool/state-processor/src/vesting/mod.rs
index 8a698139a..015953ea1 100644
--- a/tool/state-processor/src/vesting/mod.rs
+++ b/tool/state-processor/src/vesting/mod.rs
@@ -4,15 +4,20 @@ use crate::*;
 impl Processor {
 	pub fn process_vesting(&mut self) -> &mut Self {
 		// Storage items.
-		// https://github.dev/paritytech/substrate/blob/19162e43be45817b44c7d48e50d03f074f60fbf4/frame/vesting/src/lib.rs#L188-L196
+		// https://github.dev/darwinia-network/substrate/blob/darwinia-v0.12.5/frame/vesting/src/lib.rs#L188
 		let mut vestings = Map::default();
 
+		// TODO: adjust decimals
+		// TODO: adjust block number
 		log::info!("take solo `Vesting::Vesting`");
-		self.solo_state.take_raw(&item_key(b"Vesting", b"Vesting"), &mut vestings, |key, from| {
-			replace_first_match(key, from, &item_key(b"AccountMigration", b"Vestings"))
-		});
+		self.solo_state.take_raw_map(
+			&item_key(b"Vesting", b"Vesting"),
+			&mut vestings,
+			|key, from| replace_first_match(key, from, &item_key(b"AccountMigration", b"Vestings")),
+		);
+
 		log::info!("set `Vesting::Vesting`");
-		self.shell_state.insert_raw(vestings);
+		self.shell_state.insert_raw_key_map(vestings);
 
 		self
 	}