diff --git a/autocomplete/completion.go b/autocomplete/completion.go
index 5d01a5c..a8128b6 100644
--- a/autocomplete/completion.go
+++ b/autocomplete/completion.go
@@ -1,17 +1,29 @@
 package autocomplete
 
-import "strings"
+import (
+	"log"
+	"regexp"
+
+	"github.com/cpendery/clac/autocomplete/specs"
+)
 
 type Suggestion struct {
 	Name        string
 	Description string
 }
 
+var (
+	cmdDelimiter = regexp.MustCompile(`(\|\|)|(&&)|(;)`)
+)
+
 func LoadSuggestions(cmd string) []Suggestion {
-	params := strings.Split(cmd, " ")
-	lastParam := params[len(params)-1]
-	if lastParam == "git" {
-		return []Suggestion{{"go", "the only way to go"}, {"get", "the right way to get"}, {"gone", "here today, bye tomorrow"}}
+	activeCmd := ParseCommand(cmd)
+	if len(activeCmd) <= 0 {
+		return []Suggestion{}
+	}
+	log.Println(activeCmd, activeCmd[0].token)
+	if spec, ok := specs.Specs[activeCmd[0].token]; ok {
+		log.Println(spec.Description)
 	}
 	return []Suggestion{}
 }
diff --git a/autocomplete/extract/extract.ts b/autocomplete/extract/extract.ts
index f39ce5a..b6bd2a1 100644
--- a/autocomplete/extract/extract.ts
+++ b/autocomplete/extract/extract.ts
@@ -2,6 +2,7 @@ import * as fsAsync from "fs/promises";
 import * as fs from "fs";
 import * as path from "path";
 import * as process from "process";
+import * as child_process from "child_process";
 
 const main = async () => {
   const basePath = path.join(process.cwd(), ".fig");
@@ -28,12 +29,73 @@ const main = async () => {
         return;
       }
 
+      const filenameWithoutExtension = path.parse(directoryItem.name).name;
       const subcommand = spec as unknown as Fig.Subcommand;
-      console.log(subcommand?.description);
+      const generatedCode = generateGolang(
+        subcommand,
+        filenameWithoutExtension
+      );
+      await fsAsync.writeFile(
+        path.join(
+          process.cwd(),
+          "..",
+          "specs",
+          `${filenameWithoutExtension}.go`
+        ),
+        generatedCode
+      );
     })
   );
+
+  const generatedFilesPath = path.join(process.cwd(), "..", "specs");
+  child_process.exec(`gofmt -w ${generatedFilesPath}`);
 };
 
-const generateGolang = (subcommand: Fig.Subcommand) => {};
+const generateArgs = (args: Fig.SingleOrArray<Fig.Arg>): string => {
+  return "";
+};
+
+const generateOptions = (options: Fig.Option[]): string => {
+  return "";
+};
+
+const generateSubcommand = (subcommand: Fig.Subcommand): string => {
+  const name = Array.isArray(subcommand.name)
+    ? `Name: []string{${subcommand.name.map((n) => `"${n}"`).join(",")}},`
+    : `Name: "${subcommand.name}",`;
+
+  const description =
+    subcommand.description != null
+      ? `Description: "${subcommand.description}",`
+      : "";
+
+  const args = subcommand.args != null ? generateArgs(subcommand.args) : "";
+  const options =
+    subcommand.options != null ? generateOptions(subcommand.options) : "";
+
+  return `model.Subcommand{
+    ${name}
+    ${description}
+    ${args}
+    ${options}
+  }`.replaceAll(/\s/g, "");
+};
+
+const generateGolang = (
+  subcommand: Fig.Subcommand,
+  filenameWithoutExtension: string
+) => {
+  return `// Code generated by autocomplete/extract/extract.ts. DO NOT EDIT.
+
+  package specs
+  
+  import (
+    "github.com/cpendery/clac/autocomplete/model"
+  )
+
+  func init() {
+    Specs["${filenameWithoutExtension}"] = ${generateSubcommand(subcommand)}
+  }`;
+};
 
 main();
diff --git a/autocomplete/model/model.go b/autocomplete/model/model.go
new file mode 100644
index 0000000..04bd63c
--- /dev/null
+++ b/autocomplete/model/model.go
@@ -0,0 +1,32 @@
+package model
+
+type Subcommand struct {
+	Name        interface{} //single or array string, required
+	Description string
+	Args        interface{} //single or array Arg, optional
+	Options     []Option
+}
+
+type Option struct {
+	Name        interface{} //single or array string, required
+	Args        interface{} //single or array Arg, optional
+	Description string      //single, optional
+}
+
+type Arg struct {
+	Name        string   //single, optional
+	Description string   //single, optional
+	Template    Template //single, optional
+}
+
+type Template string
+
+const (
+	TemplateFilepaths Template = "filepaths"
+	TemplateFolders   Template = "folders"
+	TemplateHistory   Template = "history"
+)
+
+var (
+	Templates = []Template{TemplateFilepaths, TemplateFolders, TemplateHistory}
+)
diff --git a/autocomplete/parse.go b/autocomplete/parse.go
new file mode 100644
index 0000000..d312d6a
--- /dev/null
+++ b/autocomplete/parse.go
@@ -0,0 +1,62 @@
+package autocomplete
+
+import (
+	"regexp"
+	"strings"
+	"unicode"
+)
+
+var (
+	quoteRegex = regexp.MustCompile(`['"]`)
+)
+
+type commandToken struct {
+	token    string
+	complete bool
+}
+
+func ParseCommand(cmd string) []commandToken {
+	commands := cmdDelimiter.Split(cmd, -1)
+	command := commands[len(commands)-1]
+	cleanCommand := strings.TrimLeftFunc(command, unicode.IsSpace)
+	return parse([]rune(cleanCommand))
+}
+
+func parse(cmd []rune) []commandToken {
+	results := []commandToken{}
+	readingQuotedStr := false
+	readingFlag := false
+	readingCmd := false
+	readingIdx := 0
+	var reading bool
+
+	for idx, r := range cmd {
+		reading = readingQuotedStr || readingFlag || readingCmd
+		if !reading && quoteRegex.MatchString(string(r)) {
+			readingQuotedStr, readingIdx = true, idx
+			continue
+		} else if !reading && r == '-' {
+			readingFlag, readingIdx = true, idx
+			continue
+		} else if !reading && !unicode.IsSpace(r) {
+			readingCmd, readingIdx = true, idx
+			continue
+		}
+		if readingQuotedStr && quoteRegex.MatchString(string(r)) {
+			readingQuotedStr = false
+			complete := idx+1 < len(cmd) && unicode.IsSpace(cmd[idx+1])
+			results = append(results, commandToken{complete: complete, token: string(cmd[readingIdx : idx+1])})
+		} else if readingFlag && (unicode.IsSpace(r) || r == '=') {
+			readingFlag = false
+			results = append(results, commandToken{complete: true, token: string(cmd[readingIdx:idx])})
+		} else if readingCmd && unicode.IsSpace(r) {
+			readingCmd = false
+			results = append(results, commandToken{complete: true, token: string(cmd[readingIdx:idx])})
+		}
+	}
+	reading = readingQuotedStr || readingFlag || readingCmd
+	if reading {
+		results = append(results, commandToken{complete: false, token: string(cmd[readingIdx:])})
+	}
+	return results
+}
diff --git a/autocomplete/parse_test.go b/autocomplete/parse_test.go
new file mode 100644
index 0000000..43f86f8
--- /dev/null
+++ b/autocomplete/parse_test.go
@@ -0,0 +1,40 @@
+package autocomplete
+
+import (
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestParseCommand(t *testing.T) {
+	tests := []struct {
+		cmd      string
+		expected []commandToken
+	}{
+		{"cmd --flag value ", []commandToken{{"cmd", true}, {"--flag", true}, {"value", true}}},
+		{"cmd --flag 'value' ", []commandToken{{"cmd", true}, {"--flag", true}, {"'value'", true}}},
+		{"cmd --flag=value ", []commandToken{{"cmd", true}, {"--flag", true}, {"value", true}}},
+		{"cmd --flag='value' ", []commandToken{{"cmd", true}, {"--flag", true}, {"'value'", true}}},
+		{"cmd 'value' ", []commandToken{{"cmd", true}, {"'value'", true}}},
+		{"cmd value ", []commandToken{{"cmd", true}, {"value", true}}},
+		{"cmd -f", []commandToken{{"cmd", true}, {"-f", false}}},
+		{"cmd -f=value ", []commandToken{{"cmd", true}, {"-f", true}, {"value", true}}},
+		{"cmd -f value ", []commandToken{{"cmd", true}, {"-f", true}, {"value", true}}},
+		{"cmd -f 'value' ", []commandToken{{"cmd", true}, {"-f", true}, {"'value'", true}}},
+		{"cmd -f='value' ", []commandToken{{"cmd", true}, {"-f", true}, {"'value'", true}}},
+		{"cmd -f='val", []commandToken{{"cmd", true}, {"-f", true}, {"'val", false}}},
+		{"cmd -f", []commandToken{{"cmd", true}, {"-f", false}}},
+		{"cmd -f=", []commandToken{{"cmd", true}, {"-f", true}}},
+		{"cmd -f ", []commandToken{{"cmd", true}, {"-f", true}}},
+		{"cmd", []commandToken{{"cmd", false}}},
+		{"cmd ", []commandToken{{"cmd", true}}},
+	}
+
+	for _, test := range tests {
+		t.Run(test.cmd, func(tc *testing.T) {
+			result := ParseCommand(test.cmd)
+			assert.Equal(tc, test.expected, result)
+		})
+
+	}
+}
diff --git a/autocomplete/specs/afplay.go b/autocomplete/specs/afplay.go
new file mode 100644
index 0000000..b5a9b9e
--- /dev/null
+++ b/autocomplete/specs/afplay.go
@@ -0,0 +1,11 @@
+// Code generated by autocomplete/extract/extract.ts. DO NOT EDIT.
+
+package specs
+
+import (
+	"github.com/cpendery/clac/autocomplete/model"
+)
+
+func init() {
+	Specs["afplay"] = model.Subcommand{Name: "afplay", Description: "AudioFilePlay"}
+}
diff --git a/autocomplete/specs/specs_.go b/autocomplete/specs/specs_.go
new file mode 100644
index 0000000..e1d82b1
--- /dev/null
+++ b/autocomplete/specs/specs_.go
@@ -0,0 +1,7 @@
+package specs
+
+import "github.com/cpendery/clac/autocomplete/model"
+
+var (
+	Specs = make(map[string]model.Subcommand)
+)
diff --git a/go.mod b/go.mod
index edc6cd8..03e8335 100644
--- a/go.mod
+++ b/go.mod
@@ -8,6 +8,7 @@ require (
 	github.com/charmbracelet/lipgloss v0.8.0
 	github.com/mattn/go-runewidth v0.0.14
 	github.com/muesli/reflow v0.3.0
+	github.com/stretchr/testify v1.8.4
 	golang.org/x/term v0.6.0
 )
 
@@ -15,14 +16,17 @@ require (
 	github.com/atotto/clipboard v0.1.4 // indirect
 	github.com/aymanbagabas/go-osc52/v2 v2.0.1 // indirect
 	github.com/containerd/console v1.0.4-0.20230313162750-1ae8d489ac81 // indirect
+	github.com/davecgh/go-spew v1.1.1 // indirect
 	github.com/lucasb-eyer/go-colorful v1.2.0 // indirect
 	github.com/mattn/go-isatty v0.0.18 // indirect
 	github.com/mattn/go-localereader v0.0.1 // indirect
 	github.com/muesli/ansi v0.0.0-20211018074035-2e021307bc4b // indirect
 	github.com/muesli/cancelreader v0.2.2 // indirect
 	github.com/muesli/termenv v0.15.2 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
 	github.com/rivo/uniseg v0.2.0 // indirect
 	golang.org/x/sync v0.1.0 // indirect
 	golang.org/x/sys v0.7.0 // indirect
 	golang.org/x/text v0.3.8 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
 )
diff --git a/go.sum b/go.sum
index 6868739..15f57e1 100644
--- a/go.sum
+++ b/go.sum
@@ -10,6 +10,8 @@ github.com/charmbracelet/lipgloss v0.8.0 h1:IS00fk4XAHcf8uZKc3eHeMUTCxUH6NkaTrdy
 github.com/charmbracelet/lipgloss v0.8.0/go.mod h1:p4eYUZZJ/0oXTuCQKFF8mqyKCz0ja6y+7DniDDw5KKU=
 github.com/containerd/console v1.0.4-0.20230313162750-1ae8d489ac81 h1:q2hJAaP1k2wIvVRd/hEHD7lacgqrCPS+k8g1MndzfWY=
 github.com/containerd/console v1.0.4-0.20230313162750-1ae8d489ac81/go.mod h1:YynlIjWYF8myEu6sdkwKIvGQq+cOckRm6So2avqoYAk=
+github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
+github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/lucasb-eyer/go-colorful v1.2.0 h1:1nnpGOrhyZZuNyfu1QjKiUICQ74+3FNCN69Aj6K7nkY=
 github.com/lucasb-eyer/go-colorful v1.2.0/go.mod h1:R4dSotOR9KMtayYi1e77YzuveK+i7ruzyGqttikkLy0=
 github.com/mattn/go-isatty v0.0.18 h1:DOKFKCQ7FNG2L1rbrmstDN4QVRdS89Nkh85u68Uwp98=
@@ -27,9 +29,13 @@ github.com/muesli/reflow v0.3.0 h1:IFsN6K9NfGtjeggFP+68I4chLZV2yIKsXJFNZ+eWh6s=
 github.com/muesli/reflow v0.3.0/go.mod h1:pbwTDkVPibjO2kyvBQRBxTWEEGDGq0FlB1BIKtnHY/8=
 github.com/muesli/termenv v0.15.2 h1:GohcuySI0QmI3wN8Ok9PtKGkgkFIk7y6Vpb5PvrY+Wo=
 github.com/muesli/termenv v0.15.2/go.mod h1:Epx+iuz8sNs7mNKhxzH4fWXGNpZwUaJKRS1noLXviQ8=
+github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
+github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
 github.com/rivo/uniseg v0.1.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
 github.com/rivo/uniseg v0.2.0 h1:S1pD9weZBuJdFmowNwbpi7BJ8TNftyUImj/0WQi72jY=
 github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc=
+github.com/stretchr/testify v1.8.4 h1:CcVxjf3Q8PM0mHUKJCdn+eZZtm5yQwehR5yeSVQQcUk=
+github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
 golang.org/x/sync v0.1.0 h1:wsuoTGHzEhffawBOhz5CYhcrV4IdKZbEyZjBMuTp12o=
 golang.org/x/sync v0.1.0/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
@@ -40,3 +46,7 @@ golang.org/x/term v0.6.0 h1:clScbb1cHjoCkyRbWwBEUZ5H/tIFu5TAXIqaZD0Gcjw=
 golang.org/x/term v0.6.0/go.mod h1:m6U89DPEgQRMq3DNkDClhWw02AUbt2daBVO4cn4Hv9U=
 golang.org/x/text v0.3.8 h1:nAL+RVCQ9uMn3vJZbV+MRnydTJFPf8qqY42YiA6MrqY=
 golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405 h1:yhCVgyC4o1eVCa2tZl7eS0r+SDo693bJlVdllGtEeKM=
+gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
+gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
+gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=