diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml
index 8f05efd0..ee3fba8a 100644
--- a/.github/workflows/docker-publish.yml
+++ b/.github/workflows/docker-publish.yml
@@ -48,10 +48,10 @@ jobs:
         run: |
           if [[ "${{ github.ref }}" == refs/tags/* ]]; then
             VERSION=$(cat sourcecode-parser/VERSION)
-            echo "tag=${VERSION}" >> $GITHUB_OUTPUT
+            echo "tag=v${VERSION}, stable-latest" >> $GITHUB_OUTPUT
           elif [ "${{ github.event_name }}" == "push" ] && [ "${{ github.ref }}" == "refs/heads/main" ]; then
             VERSION=$(cat sourcecode-parser/VERSION)
-            echo "tag=dev-${VERSION}" >> $GITHUB_OUTPUT
+            echo "tag=dev-${VERSION}, nightly-latest" >> $GITHUB_OUTPUT
           else
             echo "tag=dev" >> $GITHUB_OUTPUT
           fi
diff --git a/Dockerfile b/Dockerfile
index b21ae02f..1e57a7f1 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -22,10 +22,14 @@ FROM cgr.dev/chainguard/wolfi-base:latest
 
 WORKDIR /app
 
-COPY --from=builder /app/pathfinder /usr/local/bin/pathfinder
+COPY --from=builder /app/pathfinder /usr/bin/pathfinder
 
-RUN chmod +x /usr/local/bin/pathfinder
+COPY entrypoint.sh /usr/bin/entrypoint.sh
 
-CMD ["pathfinder", "version"]
+RUN chmod +x /usr/bin/pathfinder
 
-LABEL maintainer="shiva@shivasurya.me"
\ No newline at end of file
+RUN chmod +x /usr/bin/entrypoint.sh
+
+LABEL maintainer="shiva@shivasurya.me"
+
+ENTRYPOINT ["/usr/bin/entrypoint.sh"]
\ No newline at end of file
diff --git a/README.md b/README.md
index 00c615be..2fd167bd 100644
--- a/README.md
+++ b/README.md
@@ -13,13 +13,25 @@ Code Pathfinder, the open-source alternative to GitHub CodeQL. Built for advance
 [![codecov](https://codecov.io/gh/shivasurya/code-pathfinder/graph/badge.svg?token=VYQLI49TF4)](https://codecov.io/gh/shivasurya/code-pathfinder)
 </div>
 
-## Documentation
+## :tv: Demo
+
+```bash
+docker run --rm -v "./src:/src" shivasurya/code-pathfinder:stable-latest pathfinder ci --project /src/code-pathfinder/test-src --ruleset cpf/java
+```
+
+## :book: Documentation
 
 - [Documentation](https://codepathfinder.dev/)
 - [Pathfinder Queries](https://github.com/shivasurya/code-pathfinder/tree/main/pathfinder-rules)
 
 
-## Installation
+## :floppy_disk: Installation
+
+### :whale: Using Docker
+
+```bash
+$ docker pull shivasurya/code-pathfinder:dev
+```
 
 ### From npm
 
diff --git a/action.yml b/action.yml
new file mode 100644
index 00000000..810018a4
--- /dev/null
+++ b/action.yml
@@ -0,0 +1,41 @@
+# action.yml
+name: 'Code-Pathfinder OSS'
+description: 'Code-Pathfinder open-source alternative to CodeQL'
+author: 'Shivasurya shiva@shivasurya.me'
+branding:
+  icon: "shield"
+  color: "blue"
+inputs:
+  command:
+    description: 'Command to run example: ci, query'
+    required: true
+    default: 'ci'
+  project:
+    description: 'Source code to scan. eg: /path/to/project'
+    required: true
+    default: ${{ github.workspace }}
+  ruleset:
+    description: 'Predefined rules eg: cpf/java or rules directory'
+    required: false
+  output:
+    description: 'Output format eg: json'
+    required: false
+    default: 'json'
+  output-file:
+    description: 'Output file name eg: output.json'
+    required: false
+    default: 'output.json'
+runs:
+  using: 'docker'
+  image: 'docker://shivasurya/code-pathfinder:stable-latest'
+  args:
+    - pathfinder
+    - ${{ inputs.command }}
+    - --project
+    - ${{ inputs.project }}
+    - --ruleset
+    - ${{ inputs.ruleset }}
+    - --output
+    - ${{ inputs.output }}
+    - --output-file
+    - ${{ inputs.output-file }}
diff --git a/entrypoint.sh b/entrypoint.sh
new file mode 100644
index 00000000..faa35ce0
--- /dev/null
+++ b/entrypoint.sh
@@ -0,0 +1,7 @@
+#!/usr/bin/env sh
+
+if [ $# -eq 0 ]; then
+  /usr/bin/pathfinder version
+else
+  /usr/bin/pathfinder "$@"
+fi
\ No newline at end of file
diff --git a/sourcecode-parser/cmd/ci.go b/sourcecode-parser/cmd/ci.go
index aee9389b..5143f36a 100644
--- a/sourcecode-parser/cmd/ci.go
+++ b/sourcecode-parser/cmd/ci.go
@@ -9,6 +9,8 @@ import (
 	"path/filepath"
 	"strings"
 
+	"github.com/shivasurya/code-pathfinder/sourcecode-parser/graph"
+
 	"github.com/spf13/cobra"
 )
 
@@ -17,7 +19,6 @@ var ciCmd = &cobra.Command{
 	Short: "Scan a project for vulnerabilities with ruleset in ci mode",
 	Run: func(cmd *cobra.Command, _ []string) {
 		rulesetConfig := cmd.Flag("ruleset").Value.String()
-		rulesetDirectory := cmd.Flag("rules-directory").Value.String()
 		projectInput := cmd.Flag("project").Value.String()
 		output := cmd.Flag("output").Value.String()
 		outputFile := cmd.Flag("output-file").Value.String()
@@ -31,8 +32,8 @@ var ciCmd = &cobra.Command{
 			fmt.Println("Executing in CI mode")
 		}
 
-		if rulesetConfig == "" && rulesetDirectory == "" {
-			fmt.Println("Ruleset or rules directory not specified")
+		if rulesetConfig == "" {
+			fmt.Println("ruleset are not specified. Please specify a ruleset eg: cpf/java or directory path")
 			os.Exit(1)
 		}
 
@@ -41,26 +42,12 @@ var ciCmd = &cobra.Command{
 			os.Exit(1)
 		}
 
-		if rulesetConfig != "" {
-			if !strings.HasPrefix(rulesetConfig, "cpf/") {
-				fmt.Println("Ruleset not specified")
-				os.Exit(1)
-			}
-			ruleset, err = loadRules(rulesetConfig, true)
-			if err != nil {
-				if verboseFlag {
-					fmt.Printf("%s - error loading rules or ruleset not found: \nStacktrace: \n%s \n", rulesetConfig, err)
-				}
-				os.Exit(1)
-			}
-		} else if rulesetDirectory != "" {
-			ruleset, err = loadRules(rulesetDirectory, false)
-			if err != nil {
-				if verboseFlag {
-					fmt.Printf("%s - error loading rules or ruleset not found: \nStacktrace: \n%s \n", rulesetDirectory, err)
-				}
-				os.Exit(1)
+		ruleset, err = loadRules(rulesetConfig, strings.HasPrefix(rulesetConfig, "cpf/"))
+		if err != nil {
+			if verboseFlag {
+				fmt.Printf("%s - error loading rules or ruleset not found: \nStacktrace: \n%s \n", rulesetConfig, err)
 			}
+			os.Exit(1)
 		}
 		codeGraph := initializeProject(projectInput)
 		for _, rule := range ruleset {
@@ -85,6 +72,10 @@ var ciCmd = &cobra.Command{
 		// TODO: Add sarif file support
 		if output == "json" {
 			if outputFile != "" {
+				if graph.IsGitHubActions() {
+					// append GITHUB_WORKSPACE to output file path
+					outputFile = os.Getenv("GITHUB_WORKSPACE") + "/" + outputFile
+				}
 				file, err := os.Create(outputFile)
 				if err != nil {
 					fmt.Println("Error creating output file: ", err)
@@ -115,8 +106,7 @@ func init() {
 	ciCmd.Flags().StringP("output", "o", "", "Supported output format: json")
 	ciCmd.Flags().StringP("output-file", "f", "", "Output file path")
 	ciCmd.Flags().StringP("project", "p", "", "Project to analyze")
-	ciCmd.Flags().StringP("ruleset", "q", "", "Ruleset to use example: cfp/java")
-	ciCmd.Flags().StringP("rules-directory", "r", "", "Rules directory to use")
+	ciCmd.Flags().StringP("ruleset", "r", "", "Ruleset to use example: cfp/java or directory path")
 }
 
 func loadRules(rulesDirectory string, isHosted bool) ([]string, error) {
diff --git a/sourcecode-parser/cmd/ci_test.go b/sourcecode-parser/cmd/ci_test.go
index 785039e9..1ade3f46 100644
--- a/sourcecode-parser/cmd/ci_test.go
+++ b/sourcecode-parser/cmd/ci_test.go
@@ -20,7 +20,7 @@ func TestCiCmd(t *testing.T) {
 		{
 			name:           "Basic CI command",
 			args:           []string{"ci", "--help"},
-			expectedOutput: "Scan a project for vulnerabilities with ruleset in ci mode\n\nUsage:\n  pathfinder ci [flags]\n\nFlags:\n  -h, --help                     help for ci\n  -o, --output string            Supported output format: json\n  -f, --output-file string       Output file path\n  -p, --project string           Project to analyze\n  -r, --rules-directory string   Rules directory to use\n  -q, --ruleset string           Ruleset to use example: cfp/java\n",
+			expectedOutput: "Scan a project for vulnerabilities with ruleset in ci mode\n\nUsage:\n  pathfinder ci [flags]\n\nFlags:\n  -h, --help                 help for ci\n  -o, --output string        Supported output format: json\n  -f, --output-file string   Output file path\n  -p, --project string       Project to analyze\n  -r, --ruleset string       Ruleset to use example: cfp/java or directory path\n",
 		},
 	}
 
diff --git a/sourcecode-parser/graph/util.go b/sourcecode-parser/graph/util.go
index 129c7c59..1cb41aaf 100644
--- a/sourcecode-parser/graph/util.go
+++ b/sourcecode-parser/graph/util.go
@@ -6,6 +6,7 @@ import (
 	"encoding/json"
 	"fmt"
 	"log"
+	"os"
 )
 
 var verboseFlag bool
@@ -63,3 +64,7 @@ func Fmt(format string, args ...interface{}) {
 		fmt.Printf(format, args...)
 	}
 }
+
+func IsGitHubActions() bool {
+	return os.Getenv("GITHUB_ACTIONS") == "true"
+}