diff --git a/.claude/agents/frontend.md b/.claude/agents/frontend.md
index d0f361e..555dfb2 100644
--- a/.claude/agents/frontend.md
+++ b/.claude/agents/frontend.md
@@ -290,11 +290,25 @@ Your Response:
 
 As a Frontend agent, you are now responsible for creating and managing Stories and Tasks for frontend development work.
 
+### Overview
+
+You can **automatically create Stories and Tasks** by reading the Sprint file created by Product Manager. The Sprint file contains high-level objectives and goals - you analyze them and break down frontend-related work into Stories and Tasks.
+
+**Key Workflow:**
+1. PM creates Sprint file with objectives
+2. You read Sprint file
+3. You identify frontend work items (UI, components, pages)
+4. You create Stories for each frontend feature
+5. You create Tasks for each Story
+6. You update Sprint file with Story links
+
 ### When to Create Stories/Tasks
 
-1. **When assigned to a Sprint**: Product Manager creates Sprint, you create frontend Stories
-2. **When implementing features**: Break down UI work into Stories and Tasks
-3. **When tracking progress**: Update Story/Task status as you work
+1. **Sprint Assignment**: When PM creates a new Sprint and you're asked to plan frontend work
+2. **Read Sprint File**: Read `docs/plans/sprint_{N}.md` to understand Sprint objectives
+3. **Identify Frontend Work**: Analyze which objectives require UI/component implementation
+4. **Auto-Generate Stories**: Create Stories for each frontend feature/page/component
+5. **Auto-Generate Tasks**: Break down each Story into implementation tasks
 
 ### Story/Task File Structure
 
@@ -358,6 +372,59 @@ completion_date: YYYY-MM-DD (when done)
 - [ ] Tests passing
 ```
 
+### Workflow: Auto-Generate Stories/Tasks from Sprint
+
+**When PM asks you to "plan frontend work for Sprint N" or "create Stories for Sprint N":**
+
+```
+1. TodoWrite: "Plan frontend Stories for Sprint {N}"
+2. Read: docs/plans/sprint_{N}.md (understand Sprint objectives)
+3. Analyze: Which objectives need frontend/UI work?
+4. Plan: List out Stories (e.g., "Story 1: Project List Page", "Story 2: Kanban Board Component")
+5. Glob: docs/plans/sprint_{N}_story_*.md (find latest story number)
+6. For each Story:
+   a. Write: docs/plans/sprint_{N}_story_{M}.md
+   b. Plan: List out Tasks for this Story
+   c. For each Task:
+      - Write: docs/plans/sprint_{N}_story_{M}_task_{K}.md
+   d. Edit: sprint_{N}_story_{M}.md (add all task links)
+7. Edit: docs/plans/sprint_{N}.md (add all story links)
+8. TodoWrite: Mark completed
+9. Deliver: Summary of Stories and Tasks created
+```
+
+**Example:**
+
+```
+Coordinator: "Frontend agent, please plan work for Sprint 1 (MCP Server Foundation)"
+
+Your Response:
+1. TodoWrite: "Plan frontend Stories for Sprint 1"
+2. Read: docs/plans/sprint_1.md
+   - Sprint Goal: "MCP Server Foundation - Admin UI for Agent Management"
+   - Objectives:
+     * Build MCP Agent management UI
+     * Create Resource browser component
+     * Implement registration form
+3. Analyze: I need 3 Stories for frontend work
+4. Create Stories:
+   - Story 1: MCP Agent Management Page (P0, 5 points)
+     * Task 1: Create AgentList component
+     * Task 2: Create AgentCard component
+     * Task 3: Implement registration form
+   - Story 2: Resource Browser Component (P0, 5 points)
+     * Task 1: Create ResourceTree component
+     * Task 2: Create ResourceDetail view
+     * Task 3: Add search and filter
+   - Story 3: Agent Status Dashboard (P1, 3 points)
+     * Task 1: Create status chart component
+     * Task 2: Implement real-time updates
+5. Write: All story and task files
+6. Edit: sprint_1.md (add 3 stories to list)
+7. TodoWrite: Mark completed
+8. Deliver: "Created 3 frontend Stories with 7 Tasks for Sprint 1"
+```
+
 ### Workflow for Story/Task Management
 
 **Creating a Story:**
@@ -398,6 +465,9 @@ completion_date: YYYY-MM-DD (when done)
 3. **Link files**: Add tasks to Story file, add stories to Sprint file
 4. **Auto-complete**: When all tasks done, mark story completed
 5. **Use Glob**: Find latest story/task numbers before creating new ones
+6. **Auto-generate from Sprint**: When asked to plan work for a Sprint, read Sprint file and auto-create all Stories/Tasks
+7. **Analyze objectives**: Identify which Sprint objectives require frontend/UI implementation
+8. **Estimate story points**: Assign P0/P1/P2 priority and story points based on complexity
 
 ---