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How to Instruct Cline to Fully Support and Complement Cascade in Windsurf

Leveraging Dual-Agent Development for Enhanced Workflow Efficiency

By Maxim DudkoPublished 6 months ago 5 min read

# How to Instruct Cline to Fully Support and Complement Cascade in Windsurf

Setting up Cline as a companion agent to complement Windsurf's Cascade creates a powerful dual-agent development environment that leverages the strengths of both tools. This approach combines Windsurf's real-time contextual awareness with Cline's strategic planning capabilities and cost-effective flexibility.

## Understanding the Complementary Architecture

**Windsurf Cascade** excels at interactive development with its deep codebase understanding, real-time awareness, and seamless multi-file editing capabilities[1][2][3]. It maintains context across sessions through its built-in Memories system and provides immediate, contextual suggestions based on your current work.

**Cline** brings a different set of strengths with its plan-and-act paradigm, transparent cost management, and powerful Memory Bank system[4][5][6]. It operates through a structured approach that separates planning from execution, making it ideal for complex analysis and strategic development decisions.

## Phase 1: Installation and Basic Setup

### Installing Cline in Windsurf

The process is straightforward since Windsurf is a VS Code fork[7][8]:

1. **Open Windsurf IDE**

2. **Navigate to Extensions** (`Ctrl+Shift+X`)

3. **Search for "Cline"** and install the extension

4. **Configure API Keys** for your preferred models (Claude, GPT-4, or Gemini)

5. **Set different models** for Plan vs Act modes to optimize costs

### Initial Configuration

Configure Cline to work alongside Cascade by setting up your project structure with shared resources:

```

your-project/

├── .clinerules/ # Cline-specific rules

├── .windsurfrules # Windsurf workspace rules

├── memory-bank/ # Shared memory system

├── docs/ # Shared documentation

└── src/ # Source code

```

## Phase 2: Memory Bank and Context Coordination

### Implementing Cline's Memory Bank System

Cline's Memory Bank is crucial for maintaining context across sessions[6][9]. Set up the core files:

- **`projectbrief.md`**: Foundation document defining project scope and goals

- **`activeContext.md`**: Current work focus and recent changes

- **`systemPatterns.md`**: Architecture and technical decisions

- **`techContext.md`**: Technologies, dependencies, and setup

- **`progress.md`**: Current status and what's left to build

### Coordinating with Windsurf Memories

Configure Windsurf's built-in Memories system[10][11] to complement Cline's Memory Bank:

1. **Create project-specific memories** for architecture patterns and coding conventions

2. **Establish shared documentation** that both agents can reference

3. **Set up handoff protocols** for seamless context transfer between agents

## Phase 3: Rules Alignment and Standards

### Cline Rules Configuration

Create comprehensive `.clinerules` files[12] that define:

- **Coding standards** and language conventions

- **Architecture principles** and design patterns

- **Testing requirements** and quality gates

- **Documentation standards** and update procedures

- **Collaboration protocols** with Windsurf

### Windsurf Rules Integration

Configure Windsurf's rule system[11] to align with Cline:

- **Global rules** for organization-wide standards

- **Workspace rules** for project-specific guidelines

- **File-based rules** for different parts of the codebase

- **Coordination instructions** for working with Cline

## Phase 4: Workflow Patterns

### Parallel Workflow Pattern

Use both agents simultaneously for different aspects:

- **Windsurf Cascade**: Real-time development, UI implementation, debugging

- **Cline**: Strategic planning, code analysis, documentation, cost-sensitive tasks

### Handoff Pattern

Sequential workflow with context transfer:

1. **Windsurf develops** initial features with real-time iteration

2. **Context export** to shared Memory Bank files

3. **Cline analyzes** and refines with detailed planning

4. **Documentation updates** back to shared memory for future reference

### Specialized Roles

Assign specific responsibilities:

- **Windsurf as Primary**: Interactive development and rapid prototyping

- **Cline as Quality Gate**: Code review, architecture analysis, and documentation

## Advanced Integration Techniques

### MCP (Model Context Protocol) Coordination

Both tools support MCP integration[13][14][15]:

- **Configure shared MCP servers** for database access, documentation tools, and external APIs

- **Use Windsurf's built-in MCP marketplace** for quick setup

- **Add custom MCP servers** in Cline for specialized tools

### Memory Bank Cross-Reference

Enable seamless context sharing[16][17]:

- **Instruct both agents** to reference the Memory Bank before starting tasks

- **Update activeContext.md** when switching between agents

- **Maintain progress tracking** across both tools

- **Document decisions** and architectural choices for future reference

## Best Practices for Dual-Agent Development

### Context Management

- **Always update Memory Bank** before switching agents

- **Use clear handoff messages** with specific context and tasks

- **Maintain living documentation** that both agents can understand

### Cost Optimization

- **Use Windsurf** for rapid iteration and real-time work where subscription costs are predictable

- **Use Cline** for longer analysis tasks with cost-effective models like Gemini or local LLMs

- **Monitor API usage** across both tools to optimize spending

### Quality Assurance

- **Implement dual-agent review** where Cline analyzes code generated by Windsurf

- **Use Cline's planning mode** for architectural decisions

- **Leverage Windsurf's real-time capabilities** for immediate feedback and testing

## Implementation Example

Here's a practical workflow:

1. **Morning Planning**: Use Cline to review Memory Bank, plan daily tasks, and update context

2. **Active Development**: Use Windsurf Cascade for feature implementation with real-time suggestions

3. **Quality Review**: Switch to Cline for code analysis, documentation updates, and architectural validation

4. **Context Update**: Both agents update shared Memory Bank for continuity

## Conclusion

By implementing this dual-agent approach, you create a development environment that combines the best of both worlds: Windsurf's intuitive, context-aware assistance with Cline's strategic planning and cost-effective analysis capabilities. The key to success lies in maintaining clear communication through shared memory systems, aligned rules, and well-defined handoff procedures.

This setup transforms your development workflow from a single-agent interaction to a collaborative multi-agent system where each tool's strengths complement the other's limitations, resulting in faster development cycles while maintaining high code quality and cost efficiency.

[1] https://uibakery.io/blog/cline-vs-windsurf

[2] https://www.geeky-gadgets.com/ai-code-editor-comparison/

[3] https://www.youtube.com/watch?v=_qyvWVUI7w0

[4] https://github.com/entrepeneur4lyf/engineered-meta-cognitive-workflow-architecture

[5] https://www.reddit.com/r/ChatGPTCoding/comments/1ioojwq/for_those_with_experience_cursor_windsurf_or/

[6] https://www.reddit.com/r/LocalLLaMA/comments/1h7sjyt/windsurf_cascade_leaked_system_prompt/

[7] https://www.latent.space/p/cline

[8] https://www.youtube.com/watch?v=mEwEgDVm9xI

[9] https://www.rudrank.com/exploring-windsurf-creating-a-new-feature-with-cascade/

[10] https://windsurf.com/editor

[11] https://cline.bot

[12] https://neon.com/blog/cascade-and-neon-mcp

[13] https://www.youtube.com/watch?v=EeKteECFxH4

[14] https://cline.bot/blog/how-to-use-cline-from-cursor-or-windsurf

[15] https://www.reddit.com/r/OpenAI/comments/1h7x9kc/windsurf_cascades_leaked_prompt/

[16] https://www.llmwatch.com/p/dont-believe-the-vibe-best-practices

[17] https://news.ycombinator.com/item?id=43959710

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[20] https://github.com/cline/cline

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[22] https://phala.network/posts/How-to-Set-Up-a-Remote-MCP-Server-in-Windsurf

[23] https://github.com/cline/cline/issues/4331

[24] https://www.reddit.com/r/CLine/comments/1j047j7/roo_code_vs_cursor_vs_windsurf_vs_cline_help_me/

[25] https://windsurf.com/university/tutorials/configuring-first-mcp-server

[26] https://scottspence.com/posts/windsurf-setup-for-wsl

[27] https://docs.windsurf.com

[28] https://www.youtube.com/watch?v=2iaKoDQEs1U

[29] https://www.youtube.com/watch?v=RMycopezYZw

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[36] https://github.com/Bhartendu-Kumar/rules_template

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[40] https://docsbot.ai/prompts/productivity/windsurf-cascade-prompt-library

[41] https://github.com/cline/cline/issues/5033

[42] https://lobehub.com/mcp/drewdotpro-cascade-thinking-mcp

[43] https://designcode.io/agentic-workflows-cline-rules-customizing-ai-behavior-for-your-projects/

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[46] https://docs.cline.bot/features/cline-rules

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[48] https://www.kzsoftworks.com/from-prompt-to-prototype-in-minutes-code-with-windsurf-editor/

[49] https://zapier.com/mcp/cascade-strategy-classic

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[51] https://www.linkedin.com/pulse/exploring-whats-possible-windsurf-ide-mcp-integration-matthew-barnes-p094c

[52] https://www.reddit.com/r/ChatGPT/comments/1hkbv1k/windsurf_cascade_system_prompt/

[53] https://www.youtube.com/watch?v=UBqh6ud5LqY

[54] https://support.cascade.app/custom-integrations-with-cascade

[55] https://docs.windsurf.com/best-practices/prompt-engineering

[56] https://www.reddit.com/r/CLine/comments/1kg6pgj/my_cline_setup_and_rules_for_development/

[57] https://www.youtube.com/watch?v=f_zKXXfbk8g

[58] https://blog.algebraicjulia.org/post/2025/04/sheafcoordination/

[59] https://www.youtube.com/watch?v=-Ny1TwOBmcI

[60] https://dev.to/builderio/windsurf-vs-cursor-which-is-the-better-ai-code-editor-3m7n

[61] https://arxiv.org/abs/2504.02049

[62] https://www.youtube.com/watch?v=wfG0KsgAbHQ

[63] https://cline.bot/blog/unlocking-persistent-memory-how-clines-new_task-tool-eliminates-context-window-limitations

[64] https://openreview.net/forum?id=T5IZ32ImAB

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[66] https://pmc.ncbi.nlm.nih.gov/articles/PMC4495877/

[67] https://www.reddit.com/r/Codeium/comments/1jghfft/the_ultimate_rules_template_for/

[68] https://intra.ece.ucr.edu/~ren/papers/reprints/CaoYRC13_TII.pdf

[69] https://www.linkedin.com/posts/reuvencohen_my-favorite-new-approach-to-generative-activity-7295452702753308673-XcUr

[70] ftp://ftp.deschutes.org/CDD/Planning/DestinationResort/Eagle%20Crest/Eagle%20Crest%202/RP031,SP0336.doc

[71] https://www.youtube.com/watch?v=w6AJqZ5KpmI

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[73] https://cline.bot/blog/memory-bank-how-to-make-cline-an-ai-agent-that-never-forgets

[74] https://www.youtube.com/watch?v=dlovRr5dSTU

[75] https://www.youtube.com/watch?v=W_5tzQY-hVs

[76] https://www.buildcamp.io/blogs/code-collaborate-create-meet-windsurf

[77] https://www.prismetric.com/windsurf-alternatives/

[78] https://www.reddit.com/r/ClaudeAI/comments/1jku9d2/claude_code_vs_cursor_windsurf_and_cline_worth_it/

[79] https://docs.windsurf.com/windsurf/cascade/cascade

[80] https://www.arsturn.com/blog/how-cascade-elevates-coding-workflows-in-windsurf

[81] https://www.reddit.com/r/ChatGPTCoding/comments/1m25fty/ide_predictions_where_is_all_this_going_what_will/

[82] https://www.lullabot.com/articles/supercharge-your-ai-coding-cursor-rules-and-memory-banks

[83] https://www.reddit.com/r/Codeium/comments/1gqr21i/introducing_windsurf_the_first_agentic_ide_and/

[84] https://www.linkedin.com/pulse/windsurf-vs-cursor-github-copilot-ai-coding-compared-van-t-land-gotne

[85] https://dev.to/yigit-konur/stop-fighting-your-ai-20-advanced-cursor-windsurf-tricks-for-vibe-coding-in-a-way-harder-4a28

[86] https://windsurf.com/blog/windsurf-wave-9-swe-1

[87] https://www.paulmduvall.com/using-windsurf-rules-workflows-and-memories/

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About the Creator

Maxim Dudko

My perspective is Maximism: ensuring complexity's long-term survival vs. cosmic threats like Heat Death. It's about persistence against entropy, leveraging knowledge, energy, consciousness to unlock potential & overcome challenges. Join me.

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