diff --git a/.vscode/quick-snips.code-snippets b/.vscode/quick-snips.code-snippets
new file mode 100644
index 0000000..0391a74
--- /dev/null
+++ b/.vscode/quick-snips.code-snippets
@@ -0,0 +1,23 @@
+{
+	// Place your bpf-snippets workspace snippets here. Each snippet is defined under a snippet name and has a scope, prefix, body and 
+	// description. Add comma separated ids of the languages where the snippet is applicable in the scope field. If scope 
+	// is left empty or omitted, the snippet gets applied to all languages. The prefix is what is 
+	// used to trigger the snippet and the body will be expanded and inserted. Possible variables are: 
+	// $1, $2 for tab stops, $0 for the final cursor position, and ${1:label}, ${2:another} for placeholders. 
+	// Placeholders with the same ids are connected.
+	// Example:
+	// "Print to console": {
+	// 	"scope": "javascript,typescript",
+	// 	"prefix": "log",
+	// 	"body": [
+	// 		"console.log('$1');",
+	// 		"$2"
+	// 	],
+	// 	"description": "Log output to console"
+	// }
+	"add doc link": {
+		"scope": "snippets",
+		"prefix": "snip-add-inline-docs",
+		"body": "\"\\${${1:idx}| ,// ${2|Refer,Usage|}: ${3:link}|}\","
+	}
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index 3292436..9f8a740 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ OR
 ![alt text](./media/release.png)
 
 2. In vscode, hit `ctrl+shift+p`,
-   1. type `install from vsixt-enter, then
+   1. type `install from vsix` hit-enter, then
    2. choose the downloaded `vsix file`
 
 ![alt text](./media/install-vscode.png)
diff --git a/package.json b/package.json
index 07b4d35..11a1298 100644
--- a/package.json
+++ b/package.json
@@ -35,6 +35,10 @@
       {
         "language": "c",
         "path": "./snippets/progs-network.code-snippets"
+      },
+      {
+        "language": "c",
+        "path": "./snippets/misc.code-snippets"
       }
     ]
   },
diff --git a/snippets/maps.code-snippets b/snippets/maps.code-snippets
index c9f2cbf..58282e7 100644
--- a/snippets/maps.code-snippets
+++ b/snippets/maps.code-snippets
@@ -8,12 +8,25 @@
 		"scope": "c",
 		"prefix": "bpf-map-ringbuff",
 		"body": [
+			"${3| ,// Refer: https://docs.ebpf.io/linux/map-type/BPF_MAP_TYPE_RINGBUF/|}",
 			"struct {",
 			"\t__uint(type, BPF_MAP_TYPE_RINGBUF);",
 			"\t__uint(max_entries, ${1:1 << 26});",
 			"} ${2:events} SEC(\".maps\");"
 		]
 	},
+	"create perf-event-array map": {
+		"scope": "c",
+		"prefix": "bpf-map-perf-array",
+		"body": [
+			"${4| ,// Refer: https://docs.ebpf.io/linux/map-type/BPF_MAP_TYPE_PERF_EVENT_ARRAY/|}",
+			"struct {",
+			"\t__uint(type, BPF_MAP_TYPE_PERF_EVENT_ARRAY);",
+			"\t__type(key, ${1:int});",
+			"\t__type(value, ${2:struct event});",
+			"} ${3:map_name} SEC(\".maps\");"
+		]
+	},
 	"add map_flags": {
 		"scope": "c",
 		"prefix": "bpf-map-add-flags",
@@ -23,40 +36,44 @@
 		"scope": "c",
 		"prefix": "bpf-map-generic",
 		"body": [
+			"${9| ,// Refer: https://docs.ebpf.io/linux/map-type/|}",
 			"struct {",
 			"\t__uint(type, ${1|BPF_MAP_TYPE_HASH,BPF_MAP_TYPE_PERCPU_HASH,BPF_MAP_TYPE_LPM_TRIE,BPF_MAP_TYPE_ARRAY,BPF_MAP_TYPE_PERCPU_ARRAY,BPF_MAP_TYPE_LRU_HASH,BPF_MAP_TYPE_LRU_PERCPU_HASH,BPF_MAP_TYPE_LPM_TRIE,BPF_MAP_TYPE_BLOOM_FILTER,BPF_MAP_TYPE_ARENA,BPF_MAP_TYPE_QUEUE,BPF_MAP_TYPE_STACK,BPF_MAP_TYPE_PERF_EVENT_ARRAY|});",
 			"\t__type(key, ${2:u64});",
-			"\t__uint(key_size, ${3:sizeof(u64)}); // remove if not needed",
 			"\t__type(value, ${4:u8});",
-			"\t__uint(value_size, ${5:sizeof(u64)}); // remove if not needed",
 			"\t__uint(max_entries, ${6:100});",
+			"\t__uint(pinning, LIBBPF_PIN_BY_NAME) // remove if not needed",
+			"\t__uint(key_size, ${3:sizeof(u64)}); // remove if not needed",
+			"\t__uint(value_size, ${5:sizeof(u64)}); // remove if not needed",
 			"\t__array(values, struct my_value); // remove if not needed",
 			"\t__uint(map_flags, ${7|BPF_F_NO_PREALLOC,BPF_F_NUMA_NODE,BPF_F_RDONLY,BPF_F_RDONLY_PROG,BPF_F_WRONLY_PROG|}); // remove if not needed",
-			"} ${0:my_map_name} SEC(\".maps\");"
+			"} ${8:my_map_name} SEC(\".maps\");"
 		]
 	},
 	"create generic map-in-map": {
 		"scope": "c",
 		"prefix": "bpf-map-in-map",
 		"body": [
+			"${6| ,// Refer: https://docs.ebpf.io/linux/map-type/BPF_MAP_TYPE_ARRAY_OF_MAPS/|}",
 			"struct {",
 			"\t__uint(type, ${1|BPF_MAP_TYPE_ARRAY_OF_MAPS,BPF_MAP_TYPE_HASH_OF_MAPS|});",
 			"\t__uint(max_entries, ${2:100});",
 			"\t__type(key, ${3:u64});",
 			"\t__array(values, ${4:struct my_value});",
-			"} ${0:my_map_name} SEC(\".maps\");"
+			"} ${5:my_map_name} SEC(\".maps\");"
 		]
 	},
 	"create bpf prog_array map": {
 		"scope": "c",
 		"prefix": "bpf-map-prog-array",
 		"body": [
+			"${4| ,// Refer: https://github.com/cilium/tetragon/blob/c51dd078bfb568075ba1fb287f2447f29f709073/bpf/process/bpf_generic_rawtp.c#L17-L45|}",
 			"struct {",
 			"\t__uint(type, BPF_MAP_TYPE_PROG_ARRAY);",
 			"\t__type(key, __u32);",
 			"\t__uint(max_entries, ${1:100});",
 			"\t__array(values, ${2:int(struct pt_regs *)}); // func signature",
-			"} ${0:tail_programs} SEC(\".maps\") = {",
+			"} ${3:tail_programs} SEC(\".maps\") = {",
 			"\t.values = {",
 			"\t\t[0] = (void*)&some_func,",
 			"\t\t[1] = (void*)&some_func2,",
diff --git a/snippets/misc.code-snippets b/snippets/misc.code-snippets
new file mode 100644
index 0000000..5bfba3a
--- /dev/null
+++ b/snippets/misc.code-snippets
@@ -0,0 +1,18 @@
+{
+    "create kernel config": {
+        "scope": "c",
+        "prefix": "bpf-misc-kconfig",
+        "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/ebpf-library/libbpf/ebpf/__kconfig/|}",
+            "extern unsigned ${1:CONFIG_HZ} __kconfig __weak;"
+        ]
+    },
+    "create linux version variable": {
+        "scope": "c",
+        "prefix": "bpf-misc-kernel-version",
+        "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/ebpf-library/libbpf/ebpf/KERNEL_VERSION/|}",
+            "extern int LINUX_KERNEL_VERSION __kconfig;"
+        ]
+    },
+}
\ No newline at end of file
diff --git a/snippets/progs-cgroup.code-snippets b/snippets/progs-cgroup.code-snippets
index cd0ce9f..71c323e 100644
--- a/snippets/progs-cgroup.code-snippets
+++ b/snippets/progs-cgroup.code-snippets
@@ -1,18 +1,18 @@
 {
     "bpf-prog-cgroup-skb": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SKB/",
         "prefix": "bpf-prog-cgroup-skb",
         "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SKB/|}",
             "SEC(\"cgroup_skb/${1|egress,ingress|}\")",
             "int handle_$1(struct __sk_buff *skb){ return SK_PASS; }"
         ]
     },
     "bpf-prog-cgroup-sock": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SOCK/",
         "prefix": "bpf-prog-cgroup-sock",
         "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SOCK/|}",
             "SEC(\"cgroup/${1|sock_create,sock_release,post_bind4,post_bind6|}\")",
             "int handle_$1(struct bpf_sock *ctx){ return 1; }"
         ]
@@ -20,26 +20,26 @@
     "bpf-prog-cgroup-dev": {
         "scope": "c",
         "prefix": "bpf-prog-cgroup-dev",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_DEVICE ",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_DEVICE|}",
             "SEC(\"cgroup/dev\")",
             "int handle_dev(struct bpf_cgroup_dev_ctx *ctx){ return 0; }"
         ]
     },
     "bpf-prog-cgroup-sock-addr": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SOCK_ADDR/",
         "prefix": "bpf-prog-cgroup-sock-addr",
         "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SOCK_ADDR/|}",
             "SEC(\"cgroup/${1|connect,connect6,bind4,bind6,sendmsg4,sendmsg6,recvmsg4,recvmsg6,getpeername4,getpeername6,getsockname4,getsockname6|}\")",
             "int handle_$1(struct bpf_sock_addr *ctx){ return 1; }"
         ]
     },
     "bpf-prog-cgroup-sockopt": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SOCKOPT/",
         "prefix": "bpf-prog-cgroup-sockopt",
         "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SOCKOPT/|}",
             "SEC(\"cgroup/${1|getsockopt,setsockopt|}\")",
             "int handle_$1(struct bpf_sockopt *ctx){ return 1; }"
         ]
@@ -47,8 +47,8 @@
     "bpf-prog-cgroup-sysctl": {
         "scope": "c",
         "prefix": "bpf-prog-cgroup-sysctl",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SYSCTL/",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_CGROUP_SYSCTL/|}",
             "SEC(\"cgroup/sysctl\")",
             "int handle_sysctl(struct bpf_sysctl *ctx){ return 1; }"
         ]
@@ -58,6 +58,7 @@
         "description": "",
         "prefix": "bpf-prog-cgroup-sock-ops",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SOCK_OPS/|}",
             "SEC(\"sockops\")",
             "int handle_sockops(struct bpf_sock_ops *ctx){ return 1; }"
         ]
diff --git a/snippets/progs-network.code-snippets b/snippets/progs-network.code-snippets
index b83468d..ef92bb9 100644
--- a/snippets/progs-network.code-snippets
+++ b/snippets/progs-network.code-snippets
@@ -1,72 +1,72 @@
 {
     "create classifier prog (tc/tcx)": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SCHED_CLS/",
         "prefix": "bpf-prog-tc",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SCHED_CLS|}",
             "SEC(\"${1|tc/egress,tc/ingress,tcx/egress,tcx/ingress|}\")",
             "int handle_${1/[\\/]/_/}(struct __sk_buff *skb){ return -1; }"
         ]
     },
     "create xdp prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_XDP/#usage",
         "prefix": "bpf-prog-xdp",
         "body": [
+            "${1| ,// Refer:  https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_XDP|}",
             "SEC(\"xdp\")",
             "int handle_xdp(struct xdp_md *ctx){ return XDP_PASS; }"
         ]
     },
     "create sk_skb prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_SKB/",
         "prefix": "bpf-prog-sk-skb",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_SKB/|}",
             "SEC(\"sk_skb/${1|stream_parser,stream_verdict|}\")",
             "int handle_$1(struct __sk_buff *skb){ return 1; }"
         ]
     },
     "create sk_msg prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_MSG/",
         "prefix": "bpf-prog-sk-msg",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_MSG/|}",
             "SEC(\"sk_msg\")",
             "int handle_skmsg(struct sk_msg_md *msg){ return SK_PASS; }"
         ]
     },
     "create sk_lookup prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_LOOKUP/",
         "prefix": "bpf-prog-sk-lookup",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_LOOKUP/|}",
             "SEC(\"sk_lookup\")",
             "int handle_sklookup(struct bpf_sk_lookup *ctx){ return SK_PASS; }"
         ]
     },
     "create sk_reuseport prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_REUSEPORT/#usage",
         "prefix": "bpf-prog-sk-reuseport",
         "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_SK_REUSEPORT|}",
             "SEC(\"${1|sk_reuseport,sk_reuseport/migrate|}\")",
             "int handle_sk_reuseport(struct sk_reuseport_md *ctx){ return SK_PASS; }"
         ]
     },
     "create flow_dissector prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_FLOW_DISSECTOR/#context",
         "prefix": "bpf-prog-flow-dissector",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_FLOW_DISSECTOR/|}",
             "SEC(\"flow_dissector\")",
             "int handle_dissector(struct __sk_buff *skb){ return BPF_OK; }"
         ]
     },
     "create netfliter prog": {
         "scope": "c",
-        "description": "Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_NETFILTER/",
         "prefix": "bpf-prog-netfilter",
         "body": [
+            "${1| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_NETFILTER/|}",
             "SEC(\"netfilter\")",
             "int do_netfilter(struct bpf_nf_ctx *ctx){ return NF_ACCEPT; }"
         ]
diff --git a/snippets/progs-tracing.code-snippets b/snippets/progs-tracing.code-snippets
index 492ca15..5f491f8 100644
--- a/snippets/progs-tracing.code-snippets
+++ b/snippets/progs-tracing.code-snippets
@@ -2,8 +2,8 @@
     "raw tracepoint": {
         "scope": "c",
         "prefix": "bpf-prog-raw-tracepoint",
-        "description": "https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_RAW_TRACEPOINT",
         "body": [
+            "${2| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_RAW_TRACEPOINT|}",
             "SEC(\"raw_tp/${1:sched_switch}\")",
             "int BPF_PROG(handle_$1){ return 0; }"
         ]
@@ -11,19 +11,19 @@
     "fentry/fexit/fmodify programs": {
         "scope": "c",
         "prefix": "bpf-prog-new-tracing",
-        "description": "https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_TRACING/",
         "body": [
+            "${3| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_TRACING/|}",
             "SEC(\"${1|fentry,fexit,fmod_ret,iter|}/${2:func_name}\")",
-            "int BPF_PROG(handle_$2){ return 0; }"
+            "int BPF_PROG2(handle_$2){ return 0; }"
         ]
     },
     "kprobe/uprobe programs": {
         "scope": "c",
         "prefix": "bpf-prog-probe",
-        "description": "https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_KPROBE/",
         "body": [
+            "${4| ,// Refer: https://docs.ebpf.io/linux/program-type/BPF_PROG_TYPE_KPROBE/|}",
             "SEC(\"${1|kprobe,kretprobe,uprobe,uretprobe|}/${2:func_name}\")",
-            "int ${3|BPF_KPROBE,BPF_KSYSCALL,BPF_KRETPROBE|}(handle_$2, args...){ return 0; }"
+            "int ${3|BPF_KPROBE,BPF_UPROBE,BPF_KSYSCALL,BPF_KRETPROBE,BPF_URETPROBE,BPF_KPROBE_SYSCALL|}(handle_$2, args...){ return 0; }$0",
         ]
     }
 }
\ No newline at end of file