diff --git a/.github/workflows/pr.yml b/.github/workflows/pr.yml
new file mode 100644
index 0000000..5205f8d
--- /dev/null
+++ b/.github/workflows/pr.yml
@@ -0,0 +1,75 @@
+name: PR
+
+on:
+  pull_request:
+    types: [opened, edited, synchronize, reopened]
+    branches:
+      - main
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  title:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Validate PR title follows Conventional Commits
+        env:
+          TITLE: ${{ github.event.pull_request.title }}
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          if echo "$TITLE" | grep -qE "^(feat|fix|docs|style|refactor|test|chore|build|ci|perf|revert)(\(.+\))?(!)?: .+"; then
+            echo "PR title is valid: $TITLE"
+            exit 0
+          fi
+
+          BODY=$(cat <<'COMMENT'
+          ### ⚠️ Invalid PR Title
+
+          PR title must follow the **Conventional Commits** format since we use squash merge:
+
+          ```
+          <type>[optional scope][!]: <description>
+          ```
+
+          **Allowed types:** `feat`, `fix`, `docs`, `style`, `refactor`, `test`, `chore`, `build`, `ci`, `perf`, `revert`
+
+          **Examples:**
+          - `feat: add new feature`
+          - `fix(api): resolve null pointer`
+          - `feat!: breaking change`
+          - `chore(deps): update dependencies`
+          COMMENT
+          )
+
+          # Post comment on PR
+          gh api "repos/${{ github.repository }}/issues/${{ github.event.pull_request.number }}/comments" \
+            -X POST -f body="$BODY"
+
+          echo "::error::PR title must follow Conventional Commits format"
+          exit 1
+
+  review:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: AxeForging/reviewforge@main
+        with:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          AI_PROVIDER: gemini
+          AI_MODEL: gemini-2.5-flash
+          AI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
+          SHOW_TOKEN_USAGE: true
+          INCREMENTAL: false
+          REVIEW_RULES: concise
+
+  validate:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: AxeForging/structlint@main
+        with:
+          config: .structlint.yaml
+          comment-on-pr: "true"
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1181c08..8098fa5 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -4,8 +4,9 @@ on:
   workflow_dispatch:
     inputs:
       tag:
-        description: 'Tag to release (e.g. v1.0.0)'
-        required: true
+        description: 'Release tag (leave empty for auto-bump from conventional commits)'
+        required: false
+        type: string
 
 permissions:
   contents: write
@@ -14,39 +15,52 @@ jobs:
   release:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - name: Checkout code
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
 
-      - name: Set up Go
-        uses: actions/setup-go@v4
+      - name: Setup Go
+        uses: actions/setup-go@v5
         with:
           go-version: '1.24'
-          check-latest: true
+          cache: true
 
       - name: Run tests
-        run: go test ./...
+        run: go test ./... -v
 
-      - name: Build binaries
-        run: VERSION=${{ github.event.inputs.tag }} make build
+      - name: Determine version
+        id: version
+        uses: AxeForging/releaseforge@main
+        with:
+          command: bump
 
-      - name: Create archives
+      - name: Set tag
+        id: tag
         run: |
-          cd dist
-          for f in *; do
-            if [[ "$f" == *.exe ]]; then
-              zip "${f%.exe}.zip" "$f"
-            else
-              tar czf "$f.tar.gz" "$f"
-            fi
-          done
-          cd ..
-
-      - name: Create Release
-        uses: softprops/action-gh-release@v1
+          if [ -n "${{ inputs.tag }}" ]; then
+            echo "tag=${{ inputs.tag }}" >> "$GITHUB_OUTPUT"
+          else
+            echo "tag=${{ steps.version.outputs.next-version }}" >> "$GITHUB_OUTPUT"
+          fi
+
+      - name: Generate release notes
+        id: notes
+        uses: AxeForging/releaseforge@main
+        with:
+          command: generate
+          api-key: ${{ secrets.GEMINI_API_KEY }}
+
+      - name: Create and push tag
+        run: |
+          echo "Releasing ${{ steps.tag.outputs.tag }}"
+          git tag ${{ steps.tag.outputs.tag }}
+          git push origin ${{ steps.tag.outputs.tag }}
+
+      - name: Run GoReleaser
+        uses: goreleaser/goreleaser-action@v6
         with:
-          tag_name: ${{ github.event.inputs.tag }}
-          files: |
-            dist/*.tar.gz
-            dist/*.zip
-          draft: false
-          prerelease: false
-          generate_release_notes: true
+          version: latest
+          args: release --clean --release-notes ${{ steps.notes.outputs.release-notes }}
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.github/workflows/review.yml b/.github/workflows/review.yml
deleted file mode 100644
index 8ef5e34..0000000
--- a/.github/workflows/review.yml
+++ /dev/null
@@ -1,26 +0,0 @@
-name: Self-Review
-on:
-  pull_request:
-    types: [opened, synchronize, reopened]
-    branches:
-      - main
-
-permissions:
-  contents: read
-  pull-requests: write
-
-jobs:
-  review:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v4
-      - uses: AxeForging/reviewforge@main
-        with:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          AI_PROVIDER: gemini
-          AI_MODEL: gemini-2.5-flash
-          AI_API_KEY: ${{ secrets.GEMINI_API_KEY }}
-          SHOW_TOKEN_USAGE: true
-          INCREMENTAL: false
-          PERSONA: ""
-          REVIEW_RULES: concise
diff --git a/.github/workflows/reviewforge.yml b/.github/workflows/reviewforge.yml
new file mode 100644
index 0000000..86b00be
--- /dev/null
+++ b/.github/workflows/reviewforge.yml
@@ -0,0 +1,66 @@
+name: ReviewForge
+
+on:
+  workflow_call:
+    inputs:
+      ai-provider:
+        description: "AI provider: openai, anthropic, gemini"
+        type: string
+        default: "gemini"
+      ai-model:
+        description: "AI model to use"
+        type: string
+        default: "gemini-2.5-flash"
+      incremental:
+        description: "Only review new changes since last bot review"
+        type: boolean
+        default: false
+      show-token-usage:
+        description: "Append AI token usage metrics to the review summary"
+        type: boolean
+        default: false
+      persona:
+        description: "Reviewer persona: bob, robert, maya, eli"
+        type: string
+        default: ""
+      review-rules:
+        description: "Built-in comment rules preset: concise, thorough"
+        type: string
+        default: "concise"
+      max-comments:
+        description: "Maximum number of line comments (0 = unlimited)"
+        type: string
+        default: "5"
+      exclude-patterns:
+        description: "Comma-separated glob patterns to exclude"
+        type: string
+        default: "**/*.lock,**/*.json,**/*.md"
+    secrets:
+      ai_api_key:
+        description: "API key for the chosen AI provider"
+        required: true
+      github_token:
+        description: "GitHub token for API access"
+        required: false
+
+permissions:
+  contents: read
+  pull-requests: write
+
+jobs:
+  review:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: AxeForging/reviewforge@main
+        with:
+          GITHUB_TOKEN: ${{ secrets.github_token || github.token }}
+          AI_PROVIDER: ${{ inputs.ai-provider }}
+          AI_MODEL: ${{ inputs.ai-model }}
+          AI_API_KEY: ${{ secrets.ai_api_key }}
+          INCREMENTAL: ${{ inputs.incremental }}
+          SHOW_TOKEN_USAGE: ${{ inputs.show-token-usage }}
+          PERSONA: ${{ inputs.persona }}
+          REVIEW_RULES: ${{ inputs.review-rules }}
+          MAX_COMMENTS: ${{ inputs.max-comments }}
+          EXCLUDE_PATTERNS: ${{ inputs.exclude-patterns }}
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 7c7bc62..2c2a475 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -2,20 +2,22 @@ name: Test
 
 on:
   push:
-    branches: [ "**" ]
   pull_request:
+    branches:
+      - main
 
 jobs:
   test:
     runs-on: ubuntu-latest
     steps:
-      - uses: actions/checkout@v4
+      - name: Checkout code
+        uses: actions/checkout@v4
 
-      - name: Set up Go
-        uses: actions/setup-go@v4
+      - name: Setup Go
+        uses: actions/setup-go@v5
         with:
           go-version: '1.24'
-          check-latest: true
+          cache: true
 
       - name: Download dependencies
         run: go mod download
diff --git a/.goreleaser.yml b/.goreleaser.yml
new file mode 100644
index 0000000..852e799
--- /dev/null
+++ b/.goreleaser.yml
@@ -0,0 +1,81 @@
+# GoReleaser configuration for ReviewForge
+version: 2
+
+before:
+  hooks:
+    - go mod tidy
+
+builds:
+  - env:
+      - CGO_ENABLED=0
+    goos:
+      - linux
+      - darwin
+      - windows
+    goarch:
+      - amd64
+      - arm64
+      - 386
+      - arm
+    ldflags:
+      - -s -w
+      - -X main.Version={{.Version}}
+      - -X main.BuildTime={{.Date}}
+      - -X main.GitCommit={{.FullCommit}}
+    ignore:
+      - goos: windows
+        goarch: arm
+
+archives:
+  - formats:
+      - tar.gz
+    name_template: "reviewforge-{{ .Os }}-{{ .Arch }}"
+    files:
+      - README.md
+      - LICENSE
+    format_overrides:
+      - goos: windows
+        formats:
+          - zip
+
+checksum:
+  name_template: checksums.txt
+
+snapshot:
+  version_template: "{{ incpatch .Version }}-next"
+
+changelog:
+  sort: asc
+  filters:
+    exclude:
+      - '^docs:'
+      - '^test:'
+
+release:
+  github:
+    owner: AxeForging
+    name: reviewforge
+  draft: false
+  prerelease: auto
+  name_template: "Release {{ .Tag }}"
+  footer: |
+    ## Installation
+
+    ### Go Install
+    ```bash
+    go install github.com/AxeForging/reviewforge@{{ .Tag }}
+    ```
+
+    ### Linux/macOS (AMD64)
+    ```bash
+    curl -L https://github.com/AxeForging/reviewforge/releases/download/{{ .Tag }}/reviewforge-linux-amd64.tar.gz | tar xz
+    chmod +x reviewforge-linux-amd64
+    sudo mv reviewforge-linux-amd64 /usr/local/bin/reviewforge
+    ```
+
+    ### Linux/macOS (ARM64)
+    ```bash
+    curl -L https://github.com/AxeForging/reviewforge/releases/download/{{ .Tag }}/reviewforge-linux-arm64.tar.gz | tar xz
+    chmod +x reviewforge-linux-arm64
+    sudo mv reviewforge-linux-arm64 /usr/local/bin/reviewforge
+    ```
diff --git a/.structlint.yaml b/.structlint.yaml
new file mode 100644
index 0000000..dd71efb
--- /dev/null
+++ b/.structlint.yaml
@@ -0,0 +1,84 @@
+# structlint configuration
+# Validates project directory structure and file naming
+
+dir_structure:
+  allowedPaths:
+    - "."
+    - "actions/**"
+    - "services/**"
+    - "helpers/**"
+    - "domain/**"
+    - "integration/**"
+    - "doc/**"
+    - "dist/**"
+    - ".claude/**"
+    - ".github/**"
+  disallowedPaths:
+    - "vendor/**"
+    - "node_modules/**"
+    - "tmp/**"
+    - "temp/**"
+    - ".git/**"
+    - "*.log"
+  requiredPaths:
+    - "actions"
+    - "services"
+    - "domain"
+
+file_naming_pattern:
+  allowed:
+    - "*.go"
+    - "*.mod"
+    - "*.sum"
+    - "*.yaml"
+    - "*.yml"
+    - "*.json"
+    - "*.toml"
+    - "*.md"
+    - "*.txt"
+    - "*.png"
+    - "*.jpg"
+    - "*.svg"
+    - "README*"
+    - "LICENSE*"
+    - "CHANGELOG*"
+    - "Makefile"
+    - "Dockerfile*"
+    - "*.sh"
+    - ".gitignore"
+    - ".editorconfig"
+    - ".golangci.yml"
+    - ".goreleaser.yml"
+    - ".github/**"
+    - "go.work"
+    - "go.work.sum"
+  disallowed:
+    - "*.env*"
+    - ".env*"
+    - "*.key"
+    - "*.pem"
+    - "*.log"
+    - "*.tmp"
+    - "*.temp"
+    - "*~"
+    - "*.swp"
+    - "*.bak"
+    - ".DS_Store"
+    - "Thumbs.db"
+  required:
+    - "go.mod"
+    - "README.md"
+    - ".gitignore"
+    - "*.go"
+
+ignore:
+  - ".git"
+  - "vendor"
+  - "node_modules"
+  - "bin"
+  - "dist"
+  - ".idea"
+  - ".vscode"
+  - ".DS_Store"
+  - "*.log"
+  - "*.tmp"
diff --git a/action.yml b/action.yml
index 599097f..48edc24 100644
--- a/action.yml
+++ b/action.yml
@@ -86,7 +86,10 @@ runs:
         
         VERSION="${{ github.action_ref }}"
         if [ -z "$VERSION" ] || [ "$VERSION" == "main" ]; then
-          VERSION="v1.5.0"
+          # Fetch latest release tag
+          VERSION=$(curl -sS -o /dev/null -w '%{redirect_url}' \
+            "https://github.com/AxeForging/reviewforge/releases/latest" | grep -oP '[^/]+$')
+          echo "Resolved latest version: ${VERSION}"
         fi
 
         # Download and extract the specific binary (Public asset, no token needed)
diff --git a/lefthook.yml b/lefthook.yml
new file mode 100644
index 0000000..d59b16f
--- /dev/null
+++ b/lefthook.yml
@@ -0,0 +1,29 @@
+# Lefthook configuration
+# Install: go install github.com/evilmartians/lefthook@latest
+# Setup: lefthook install
+
+pre-commit:
+  parallel: true
+  commands:
+    gofmt:
+      glob: "*.go"
+      run: gofmt -l -w {staged_files}
+      stage_fixed: true
+
+    govet:
+      glob: "*.go"
+      run: go vet ./...
+
+commit-msg:
+  commands:
+    commitlint:
+      run: |
+        msg=$(cat {1})
+        if ! echo "$msg" | grep -qE "^(feat|fix|docs|style|refactor|test|chore|build|ci|perf|revert)(\(.+\))?(!)?: .+"; then
+          echo "Error: Commit message must follow conventional commits format"
+          echo "Examples:"
+          echo "  feat: add new feature"
+          echo "  fix(api): resolve null pointer"
+          echo "  docs: update README"
+          exit 1
+        fi