diff --git a/.github/workflows/scripts/create-release-packages.sh b/.github/workflows/scripts/create-release-packages.sh
index 3f5e701..25b9282 100644
--- a/.github/workflows/scripts/create-release-packages.sh
+++ b/.github/workflows/scripts/create-release-packages.sh
@@ -114,12 +114,15 @@ build_variant() {
   local plan_tpl="$base_dir/.specify/templates/plan-template.md"
   if [[ -f "$plan_tpl" ]]; then
     plan_norm=$(tr -d '\r' < "$plan_tpl")
-    variant_line=$(printf '%s\n' "$plan_norm" | grep -E "<!--[[:space:]]*VARIANT:$script" | head -1 | sed -E "s/.*VARIANT:$script[[:space:]]+//; s/-->.*//; s/^[[:space:]]+//; s/[[:space:]]+$//")
-    if [[ -n $variant_line ]]; then
+    # Extract script command from YAML frontmatter
+    script_command=$(printf '%s\n' "$plan_norm" | awk -v sv="$script" '/^[[:space:]]*'"$script"':[[:space:]]*/ {sub(/^[[:space:]]*'"$script"':[[:space:]]*/, ""); print; exit}')
+    
+    if [[ -n $script_command ]]; then
       tmp_file=$(mktemp)
-      sed "s|VARIANT-INJECT|${variant_line}|" "$plan_tpl" | tr -d '\r' | sed "s|__AGENT__|${agent}|g" | sed '/<!--[[:space:]]*VARIANT:sh/d' | sed '/<!--[[:space:]]*VARIANT:ps/d' > "$tmp_file" && mv "$tmp_file" "$plan_tpl"
+      # Replace {SCRIPT} placeholder with the script command and __AGENT__ with agent name
+      sed "s|{SCRIPT}|${script_command}|g" "$plan_tpl" | tr -d '\r' | sed "s|__AGENT__|${agent}|g" > "$tmp_file" && mv "$tmp_file" "$plan_tpl"
     else
-      echo "Warning: no plan-template variant for $script (pattern not matched)" >&2
+      echo "Warning: no plan-template script command found for $script in YAML frontmatter" >&2
     fi
   fi
   case $agent in
diff --git a/scripts/bash/update-agent-context.sh b/scripts/bash/update-agent-context.sh
index 7742af3..a48095b 100644
--- a/scripts/bash/update-agent-context.sh
+++ b/scripts/bash/update-agent-context.sh
@@ -4,7 +4,7 @@ REPO_ROOT=$(git rev-parse --show-toplevel)
 CURRENT_BRANCH=$(git rev-parse --abbrev-ref HEAD)
 FEATURE_DIR="$REPO_ROOT/specs/$CURRENT_BRANCH"
 NEW_PLAN="$FEATURE_DIR/plan.md"
-CLAUDE_FILE="$REPO_ROOT/CLAUDE.md"; GEMINI_FILE="$REPO_ROOT/GEMINI.md"; COPILOT_FILE="$REPO_ROOT/.github/copilot-instructions.md"
+CLAUDE_FILE="$REPO_ROOT/CLAUDE.md"; GEMINI_FILE="$REPO_ROOT/GEMINI.md"; COPILOT_FILE="$REPO_ROOT/.github/copilot-instructions.md"; CURSOR_FILE="$REPO_ROOT/.cursor/rules/specify-rules.mdc"
 AGENT_TYPE="$1"
 [ -f "$NEW_PLAN" ] || { echo "ERROR: No plan.md found at $NEW_PLAN"; exit 1; }
 echo "=== Updating agent context files for feature $CURRENT_BRANCH ==="
@@ -51,7 +51,12 @@ case "$AGENT_TYPE" in
   claude) update_agent_file "$CLAUDE_FILE" "Claude Code" ;;
   gemini) update_agent_file "$GEMINI_FILE" "Gemini CLI" ;;
   copilot) update_agent_file "$COPILOT_FILE" "GitHub Copilot" ;;
-  "") [ -f "$CLAUDE_FILE" ] && update_agent_file "$CLAUDE_FILE" "Claude Code"; [ -f "$GEMINI_FILE" ] && update_agent_file "$GEMINI_FILE" "Gemini CLI"; [ -f "$COPILOT_FILE" ] && update_agent_file "$COPILOT_FILE" "GitHub Copilot"; if [ ! -f "$CLAUDE_FILE" ] && [ ! -f "$GEMINI_FILE" ] && [ ! -f "$COPILOT_FILE" ]; then update_agent_file "$CLAUDE_FILE" "Claude Code"; fi ;;
-  *) echo "ERROR: Unknown agent type '$AGENT_TYPE'"; exit 1 ;;
+  cursor) update_agent_file "$CURSOR_FILE" "Cursor IDE" ;;
+  "") [ -f "$CLAUDE_FILE" ] && update_agent_file "$CLAUDE_FILE" "Claude Code"; \
+       [ -f "$GEMINI_FILE" ] && update_agent_file "$GEMINI_FILE" "Gemini CLI"; \
+       [ -f "$COPILOT_FILE" ] && update_agent_file "$COPILOT_FILE" "GitHub Copilot"; \
+       [ -f "$CURSOR_FILE" ] && update_agent_file "$CURSOR_FILE" "Cursor IDE"; \
+       if [ ! -f "$CLAUDE_FILE" ] && [ ! -f "$GEMINI_FILE" ] && [ ! -f "$COPILOT_FILE" ] && [ ! -f "$CURSOR_FILE" ]; then update_agent_file "$CLAUDE_FILE" "Claude Code"; fi ;;
+  *) echo "ERROR: Unknown agent type '$AGENT_TYPE' (expected claude|gemini|copilot|cursor)"; exit 1 ;;
 esac
-echo; echo "Summary of changes:"; [ -n "$NEW_LANG" ] && echo "- Added language: $NEW_LANG"; [ -n "$NEW_FRAMEWORK" ] && echo "- Added framework: $NEW_FRAMEWORK"; [ -n "$NEW_DB" ] && [ "$NEW_DB" != "N/A" ] && echo "- Added database: $NEW_DB"; echo; echo "Usage: $0 [claude|gemini|copilot]"
+echo; echo "Summary of changes:"; [ -n "$NEW_LANG" ] && echo "- Added language: $NEW_LANG"; [ -n "$NEW_FRAMEWORK" ] && echo "- Added framework: $NEW_FRAMEWORK"; [ -n "$NEW_DB" ] && [ "$NEW_DB" != "N/A" ] && echo "- Added database: $NEW_DB"; echo; echo "Usage: $0 [claude|gemini|copilot|cursor]"
diff --git a/scripts/powershell/update-agent-context.ps1 b/scripts/powershell/update-agent-context.ps1
index 7ac26a7..b90fdf4 100644
--- a/scripts/powershell/update-agent-context.ps1
+++ b/scripts/powershell/update-agent-context.ps1
@@ -12,6 +12,7 @@ if (-not (Test-Path $newPlan)) { Write-Error "ERROR: No plan.md found at $newPla
 $claudeFile = Join-Path $repoRoot 'CLAUDE.md'
 $geminiFile = Join-Path $repoRoot 'GEMINI.md'
 $copilotFile = Join-Path $repoRoot '.github/copilot-instructions.md'
+$cursorFile = Join-Path $repoRoot '.cursor/rules/specify-rules.mdc'
 
 Write-Output "=== Updating agent context files for feature $currentBranch ==="
 
@@ -55,7 +56,7 @@ function Update-AgentFile($targetFile, $agentName) {
     if ($newDb -and $newDb -ne 'N/A' -and ($content -notmatch [regex]::Escape($newDb))) { $content = $content -replace '(## Active Technologies\n)', "`$1- $newDb ($currentBranch)`n" }
     if ($content -match '## Recent Changes\n([\s\S]*?)(\n\n|$)') {
         $changesBlock = $matches[1].Trim().Split("`n")
-        $changesBlock = ,"- $currentBranch: Added $newLang + $newFramework" + $changesBlock
+    $changesBlock = ,"- ${currentBranch}: Added ${newLang} + ${newFramework}" + $changesBlock
         $changesBlock = $changesBlock | Where-Object { $_ } | Select-Object -First 3
         $joined = ($changesBlock -join "`n")
         $content = [regex]::Replace($content, '## Recent Changes\n([\s\S]*?)(\n\n|$)', "## Recent Changes`n$joined`n`n")
@@ -69,16 +70,22 @@ switch ($AgentType) {
     'claude' { Update-AgentFile $claudeFile 'Claude Code' }
     'gemini' { Update-AgentFile $geminiFile 'Gemini CLI' }
     'copilot' { Update-AgentFile $copilotFile 'GitHub Copilot' }
+    'cursor' { Update-AgentFile $cursorFile 'Cursor IDE' }
     '' {
-        foreach ($pair in @(@{file=$claudeFile; name='Claude Code'}, @{file=$geminiFile; name='Gemini CLI'}, @{file=$copilotFile; name='GitHub Copilot'})) {
+        foreach ($pair in @(
+            @{file=$claudeFile; name='Claude Code'},
+            @{file=$geminiFile; name='Gemini CLI'},
+            @{file=$copilotFile; name='GitHub Copilot'},
+            @{file=$cursorFile; name='Cursor IDE'}
+        )) {
             if (Test-Path $pair.file) { Update-AgentFile $pair.file $pair.name }
         }
-        if (-not (Test-Path $claudeFile) -and -not (Test-Path $geminiFile) -and -not (Test-Path $copilotFile)) {
+        if (-not (Test-Path $claudeFile) -and -not (Test-Path $geminiFile) -and -not (Test-Path $copilotFile) -and -not (Test-Path $cursorFile)) {
             Write-Output 'No agent context files found. Creating Claude Code context file by default.'
             Update-AgentFile $claudeFile 'Claude Code'
         }
     }
-    Default { Write-Error "ERROR: Unknown agent type '$AgentType'. Use: claude, gemini, copilot, or leave empty for all."; exit 1 }
+    Default { Write-Error "ERROR: Unknown agent type '$AgentType'. Use: claude, gemini, copilot, cursor or leave empty for all."; exit 1 }
 }
 
 Write-Output ''
@@ -88,4 +95,4 @@ if ($newFramework) { Write-Output "- Added framework: $newFramework" }
 if ($newDb -and $newDb -ne 'N/A') { Write-Output "- Added database: $newDb" }
 
 Write-Output ''
-Write-Output 'Usage: ./update-agent-context.ps1 [claude|gemini|copilot]'
+Write-Output 'Usage: ./update-agent-context.ps1 [claude|gemini|copilot|cursor]'
diff --git a/templates/plan-template.md b/templates/plan-template.md
index 93ab96b..d2945d9 100644
--- a/templates/plan-template.md
+++ b/templates/plan-template.md
@@ -1,7 +1,11 @@
-# Implementation Plan: [FEATURE]
+---
+description: "Implementation plan template for feature development"
+scripts:
+  sh: ".specify/scripts/bash/update-agent-context.sh __AGENT__"
+  ps: ".specify/scripts/powershell/update-agent-context.ps1 -AgentType __AGENT__"
+---
 
-<!-- VARIANT:sh - Run `/scripts/bash/update-agent-context.sh __AGENT__` for your AI assistant -->
-<!-- VARIANT:ps - Run `/scripts/powershell/update-agent-context.ps1 -AgentType __AGENT__` for your AI assistant -->
+# Implementation Plan: [FEATURE]
 
 **Branch**: `[###-feature-name]` | **Date**: [DATE] | **Spec**: [link]
 **Input**: Feature specification from `/specs/[###-feature-name]/spec.md`
@@ -174,7 +178,7 @@ ios/ or android/
    - Quickstart test = story validation steps
 
 5. **Update agent file incrementally** (O(1) operation):
-   VARIANT-INJECT
+   - Run {SCRIPT} for your AI assistant
    - If exists: Add only NEW tech from current plan
    - Preserve manual additions between markers
    - Update recent changes (keep last 3)
@@ -187,7 +191,7 @@ ios/ or android/
 *This section describes what the /tasks command will do - DO NOT execute during /plan*
 
 **Task Generation Strategy**:
-- Load `/templates/tasks-template.md` as base
+- Load `.specify/templates/tasks-template.md` as base
 - Generate tasks from Phase 1 design docs (contracts, data model, quickstart)
 - Each contract → contract test task [P]
 - Each entity → model creation task [P]