<start_of_turn>user
Run the test suite<end_of_turn>
<start_of_turn>model
thought
This is an execution task.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Test execution request"}}</tool_call><eos>


<start_of_turn>user
Create a data validation schema<end_of_turn>
<start_of_turn>model
thought
This is a code generation task.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Schema code generation"}}</tool_call><eos>


<start_of_turn>user
Plan the migration from monolith to microservices<end_of_turn>
<start_of_turn>model
thought
This requires high-level thinking.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Migration planning request"}}</tool_call><eos>


<start_of_turn>user
Create a REST API endpoint for user authentication<end_of_turn>
<start_of_turn>model
thought
This is a code generation task.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Code generation for API endpoint"}}</tool_call><eos>


<start_of_turn>user
Run the linter on all files<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Linter execution request"}}</tool_call><eos>


<start_of_turn>user
Plan the disaster recovery strategy<end_of_turn>
<start_of_turn>model
thought
The user needs planning or design help.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "DR planning request"}}</tool_call><eos>


<start_of_turn>user
Implement an LRU cache<end_of_turn>
<start_of_turn>model
thought
The user wants code written or generated.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Data structure implementation"}}</tool_call><eos>


<start_of_turn>user
Find potential race conditions<end_of_turn>
<start_of_turn>model
thought
The user wants code analyzed or reviewed.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Concurrency analysis request"}}</tool_call><eos>


<start_of_turn>user
Plan the database schema for a social network<end_of_turn>
<start_of_turn>model
thought
Planning or design request detected.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Schema planning request"}}</tool_call><eos>


<start_of_turn>user
Review the authentication flow<end_of_turn>
<start_of_turn>model
thought
Code review request detected.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Security flow review"}}</tool_call><eos>


<start_of_turn>user
Plan the testing strategy<end_of_turn>
<start_of_turn>model
thought
User needs clarification or guidance.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Testing strategy request"}}</tool_call><eos>


<start_of_turn>user
Plan the logging and monitoring setup<end_of_turn>
<start_of_turn>model
thought
This requires high-level thinking.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Monitoring planning request"}}</tool_call><eos>


<start_of_turn>user
Execute the cleanup script<end_of_turn>
<start_of_turn>model
thought
This requires running commands or scripts.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Script execution request"}}</tool_call><eos>


<start_of_turn>user
Create a factory pattern for database backends<end_of_turn>
<start_of_turn>model
thought
This is a code generation task.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Design pattern implementation"}}</tool_call><eos>


<start_of_turn>user
Deploy to production<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Deployment execution request"}}</tool_call><eos>


<start_of_turn>user
Run the performance benchmark<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Benchmark execution request"}}</tool_call><eos>


<start_of_turn>user
Plan the CI/CD pipeline<end_of_turn>
<start_of_turn>model
thought
Planning or design request detected.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "DevOps planning request"}}</tool_call><eos>


<start_of_turn>user
Execute the rollback procedure<end_of_turn>
<start_of_turn>model
thought
This is an execution task.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Rollback execution request"}}</tool_call><eos>


<start_of_turn>user
Start the background workers<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Worker execution request"}}</tool_call><eos>


<start_of_turn>user
Design the data backup strategy<end_of_turn>
<start_of_turn>model
thought
Planning or design request detected.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Backup strategy planning"}}</tool_call><eos>


<start_of_turn>user
Plan the feature rollout<end_of_turn>
<start_of_turn>model
thought
This requires high-level thinking.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Feature planning request"}}</tool_call><eos>


<start_of_turn>user
Do the thing<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Completely ambiguous request"}}</tool_call><eos>


<start_of_turn>user
Run the integration tests<end_of_turn>
<start_of_turn>model
thought
User is asking to perform an action.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Integration test execution"}}</tool_call><eos>


<start_of_turn>user
Start the monitoring agents<end_of_turn>
<start_of_turn>model
thought
Execution request detected.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Agent execution request"}}</tool_call><eos>


<start_of_turn>user
Find unused variables and imports<end_of_turn>
<start_of_turn>model
thought
Code review request detected.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Dead code analysis"}}</tool_call><eos>


<start_of_turn>user
Write a websocket server in Python<end_of_turn>
<start_of_turn>model
thought
This is a code generation task.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Server implementation request"}}</tool_call><eos>


<start_of_turn>user
Check for hardcoded secrets<end_of_turn>
<start_of_turn>model
thought
This requires examining existing code.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Secret detection request"}}</tool_call><eos>


<start_of_turn>user
Run the health checks<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Health check execution"}}</tool_call><eos>


<start_of_turn>user
Identify code smells in this class<end_of_turn>
<start_of_turn>model
thought
This requires examining existing code.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Code quality analysis"}}</tool_call><eos>


<start_of_turn>user
Design a caching strategy<end_of_turn>
<start_of_turn>model
thought
User needs clarification or guidance.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Caching strategy planning"}}</tool_call><eos>


<start_of_turn>user
Execute the load test<end_of_turn>
<start_of_turn>model
thought
This is an execution task.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Load test execution"}}</tool_call><eos>


<start_of_turn>user
Design the authentication system<end_of_turn>
<start_of_turn>model
thought
This is an architecture or strategy task.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "System design request"}}</tool_call><eos>


<start_of_turn>user
Design a microservices architecture for an e-commerce platform<end_of_turn>
<start_of_turn>model
thought
Planning or design request detected.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Architecture design request"}}</tool_call><eos>


<start_of_turn>user
Is this good?<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Vague evaluation request without context"}}</tool_call><eos>


<start_of_turn>user
Design the event sourcing system<end_of_turn>
<start_of_turn>model
thought
This is an architecture or strategy task.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Architecture design"}}</tool_call><eos>


<start_of_turn>user
Run the code formatter<end_of_turn>
<start_of_turn>model
thought
User is asking to perform an action.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Formatter execution request"}}</tool_call><eos>


<start_of_turn>user
Implement retry logic with exponential backoff<end_of_turn>
<start_of_turn>model
thought
This is a code generation task.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Algorithm implementation with specific pattern"}}</tool_call><eos>


<start_of_turn>user
Review the logging strategy<end_of_turn>
<start_of_turn>model
thought
This is a code analysis task.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Logging review request"}}</tool_call><eos>


<start_of_turn>user
Check this code for memory leaks<end_of_turn>
<start_of_turn>model
thought
User is asking for review or explanation.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Memory analysis request"}}</tool_call><eos>


<start_of_turn>user
Review the exception handling<end_of_turn>
<start_of_turn>model
thought
This is a code analysis task.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Exception handling review"}}</tool_call><eos>


<start_of_turn>user
Implement a state machine for order processing<end_of_turn>
<start_of_turn>model
thought
This is a code generation task.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "State machine implementation"}}</tool_call><eos>


<start_of_turn>user
Start the docker containers<end_of_turn>
<start_of_turn>model
thought
This requires running commands or scripts.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Container execution request"}}</tool_call><eos>


<start_of_turn>user
Plan the performance optimization<end_of_turn>
<start_of_turn>model
thought
The user needs planning or design help.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Optimization planning"}}</tool_call><eos>


<start_of_turn>user
Run the database migrations<end_of_turn>
<start_of_turn>model
thought
This is an execution task.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Migration execution request"}}</tool_call><eos>


<start_of_turn>user
Create a CLI tool for file management<end_of_turn>
<start_of_turn>model
thought
This requires writing new code.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "CLI tool code generation"}}</tool_call><eos>


<start_of_turn>user
Check for proper input validation<end_of_turn>
<start_of_turn>model
thought
User is asking for review or explanation.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Input validation review"}}</tool_call><eos>


<start_of_turn>user
Can you look at this?<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Unclear request for attention"}}</tool_call><eos>


<start_of_turn>user
Design the API versioning strategy<end_of_turn>
<start_of_turn>model
thought
This requires high-level thinking.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "API strategy planning"}}</tool_call><eos>


<start_of_turn>user
Implement a binary search algorithm in Python<end_of_turn>
<start_of_turn>model
thought
User is asking for implementation.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Algorithm implementation request"}}</tool_call><eos>


<start_of_turn>user
Create a rate limiter middleware<end_of_turn>
<start_of_turn>model
thought
User is asking for implementation.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Middleware code generation"}}</tool_call><eos>


<start_of_turn>user
Analyze the database query patterns<end_of_turn>
<start_of_turn>model
thought
The user wants code analyzed or reviewed.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Query analysis request"}}</tool_call><eos>


<start_of_turn>user
Design the notification system<end_of_turn>
<start_of_turn>model
thought
The user needs planning or design help.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "System design request"}}</tool_call><eos>


<start_of_turn>user
Analyze the performance of this algorithm<end_of_turn>
<start_of_turn>model
thought
This requires examining existing code.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Performance analysis request"}}</tool_call><eos>


<start_of_turn>user
Design the multi-tenancy approach<end_of_turn>
<start_of_turn>model
thought
User needs clarification or guidance.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Architecture planning"}}</tool_call><eos>


<start_of_turn>user
Explain how this code works<end_of_turn>
<start_of_turn>model
thought
This is a code analysis task.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Code explanation request"}}</tool_call><eos>


<start_of_turn>user
Write unit tests for the User model<end_of_turn>
<start_of_turn>model
thought
This requires writing new code.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Test code generation request"}}</tool_call><eos>


<start_of_turn>user
Implement a caching decorator<end_of_turn>
<start_of_turn>model
thought
This requires writing new code.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Decorator implementation request"}}</tool_call><eos>


<start_of_turn>user
Start the development server<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Server execution request"}}</tool_call><eos>


<start_of_turn>user
Design the error handling approach<end_of_turn>
<start_of_turn>model
thought
The user needs planning or design help.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Error handling strategy"}}</tool_call><eos>


<start_of_turn>user
It's not working<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Unclear issue, needs more context"}}</tool_call><eos>


<start_of_turn>user
Implement pagination for the API<end_of_turn>
<start_of_turn>model
thought
The user wants code written or generated.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Feature implementation request"}}</tool_call><eos>


<start_of_turn>user
Make it better<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Vague improvement request, needs specifics"}}</tool_call><eos>


<start_of_turn>user
Find bugs in this function<end_of_turn>
<start_of_turn>model
thought
Code review request detected.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Bug hunting request"}}</tool_call><eos>


<start_of_turn>user
Help me<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Vague request with no specific task, needs clarification"}}</tool_call><eos>


<start_of_turn>user
Review this code for security issues<end_of_turn>
<start_of_turn>model
thought
This requires examining existing code.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Security review request"}}</tool_call><eos>


<start_of_turn>user
Write a Python function to calculate fibonacci numbers<end_of_turn>
<start_of_turn>model
thought
This requires writing new code.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Direct code generation request for fibonacci implementation"}}</tool_call><eos>


<start_of_turn>user
I'm stuck<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "General stuck state, needs clarification"}}</tool_call><eos>


<start_of_turn>user
Plan the internationalization support<end_of_turn>
<start_of_turn>model
thought
Planning or design request detected.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "i18n planning request"}}</tool_call><eos>


<start_of_turn>user
Fix it<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Unclear fix request without context"}}</tool_call><eos>


<start_of_turn>user
Plan the security audit<end_of_turn>
<start_of_turn>model
thought
This is an architecture or strategy task.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Security planning request"}}</tool_call><eos>


<start_of_turn>user
Something is wrong<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Vague problem statement, needs clarification"}}</tool_call><eos>


<start_of_turn>user
Review the error handling in this module<end_of_turn>
<start_of_turn>model
thought
User is asking for review or explanation.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Error handling review"}}</tool_call><eos>


<start_of_turn>user
Run the data export job<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Job execution request"}}</tool_call><eos>


<start_of_turn>user
Start the queue consumers<end_of_turn>
<start_of_turn>model
thought
This is an execution task.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Consumer execution request"}}</tool_call><eos>


<start_of_turn>user
Execute the build process<end_of_turn>
<start_of_turn>model
thought
The user wants to run or execute something.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Build execution request"}}</tool_call><eos>


<start_of_turn>user
Review the API design<end_of_turn>
<start_of_turn>model
thought
This is a code analysis task.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "API design review"}}</tool_call><eos>


<start_of_turn>user
Analyze the complexity of this function<end_of_turn>
<start_of_turn>model
thought
The user wants code analyzed or reviewed.
<tool_call>{"name": "call_reviewer", "arguments": {"reasoning": "Complexity analysis request"}}</tool_call><eos>


<start_of_turn>user
Can you help with my project?<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Unclear project request, needs more details"}}</tool_call><eos>


<start_of_turn>user
What should I do?<end_of_turn>
<start_of_turn>model
thought
The request is vague or unclear, needs clarification.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Open-ended question needing guidance"}}</tool_call><eos>


<start_of_turn>user
Create a script to parse JSON files<end_of_turn>
<start_of_turn>model
thought
Code creation request detected.
<tool_call>{"name": "call_coder", "arguments": {"reasoning": "Script creation for file parsing"}}</tool_call><eos>


<start_of_turn>user
Design the search functionality<end_of_turn>
<start_of_turn>model
thought
The user needs planning or design help.
<tool_call>{"name": "call_planner", "arguments": {"reasoning": "Feature design request"}}</tool_call><eos>


<start_of_turn>user
Run the database backup<end_of_turn>
<start_of_turn>model
thought
Execution request detected.
<tool_call>{"name": "call_executor", "arguments": {"reasoning": "Backup execution request"}}</tool_call><eos>