Core Concepts
Planning System
How Siya plans and executes complex multi-step tasks
Intelligent Task Orchestration
Siya’s planning system breaks down complex requests into manageable steps, coordinates resources, and ensures successful execution. Whether you’re building an application or analyzing data, Siya creates comprehensive plans that adapt to your needs.
Planning Overview
Siya's planning system transforms complex requests into structured, executable plans
Planning Phases
Understanding Intent
The first step in planning is deeply understanding what you want to achieve
Intent Recognition
Intent Recognition
1
Goal Extraction
Identify primary objectives and success criteria
2
Constraint Detection
Recognize limitations, requirements, and preferences
3
Context Gathering
Understand environment, existing resources, and background
4
Ambiguity Resolution
Clarify unclear aspects through inference or interaction
In Chat Mode, Siya may ask clarifying questions. In Task Mode, it makes intelligent assumptions.
Complexity Assessment
Complexity Assessment
Complexity Factors:
- Number of distinct operations
- Inter-step dependencies
- Resource requirements
- Domain diversity
- Error potential
Domain Identification
Domain Identification
Technical
- Programming
- DevOps
- Databases
- Architecture
- Testing
Analytical
- Data processing
- Statistics
- Visualization
- Research
- Reporting
Creative
- Content writing
- Design
- Documentation
- Presentations
- UI/UX
Planning Strategies
Adaptive Planning Approaches
Siya employs different planning strategies based on task characteristics and mode
Overview
Overview
Goal-Driven Decomposition
Start with the end goal and work backwards to identify required steps
- Well-defined objectives
- Clear success criteria
- Standard workflows
- Experienced domains
Example: Web App
Example: Web App
1
Define Goal
“Create a blog platform with user authentication”
2
Identify Components
Backend API, Frontend UI, Database, Authentication
3
Break Down Each
API: Routes, Controllers, Models, Middleware
4
Detail Tasks
Routes: User routes, Post routes, Comment routes
Execution Planning
From Plan to Action
Creating executable plans that account for real-world complexities
Execution Schedule
Execution Schedule
Tasks executed one after another in strict order
- Simple to understand
- Easy error handling
- Predictable flow
- Clear dependencies
Error Handling
Error Handling
Prevention
- Validation checks
- Resource verification
- Dependency confirmation
- Environment testing
- Backup creation
Recovery
- Automatic retries
- Fallback options
- Rollback capability
- Error logging
- User notification
All plans include error handling strategies to ensure graceful failure recovery
Progress Tracking
Progress Tracking
Real-time Updates:
- Task completion notifications
- Milestone achievements
- Issue alerts
- Time estimates
- Resource usage
Planning Examples
Real-World Planning Scenarios
See how Siya plans different types of projects
Project: REST API
Project: REST API
Request: “Build a REST API for a task management system”
1
Analysis
- Identify requirements: CRUD operations, auth, database
- Tech stack decision: Node.js, Express, PostgreSQL
- Scope definition: MVP with core features
2
High-Level Plan
- Setup development environment
- Design database schema
- Implement API endpoints
- Add authentication
- Write tests
- Deploy to cloud
3
Detailed Breakdown
4
Resource Assignment
- SWE Agent: All development tasks
- Search Agent: Best practices research
- Automation Agent: Deployment setup
Advanced Planning Features
Sophisticated Planning Capabilities
Advanced features that make Siya’s planning system incredibly powerful
Conditional Planning
Conditional Planning
Plans can include conditional branches based on runtime outcomes
- Resource availability
- Previous task success
- Data validation results
- User preferences
- Time constraints
Learning & Optimization
Learning & Optimization
Pattern Recognition
- Identify successful patterns
- Learn from failures
- Optimize task ordering
- Improve time estimates
Adaptive Improvements
- Refine resource allocation
- Update dependency maps
- Enhance error handling
- Streamline workflows
Siya continuously improves its planning based on execution history
Multi-Objective Planning
Multi-Objective Planning
1
Identify Objectives
Recognize multiple, sometimes competing goals
2
Weight Priorities
Balance speed vs quality, cost vs features
3
Find Optimal Path
Create plan that best satisfies all objectives
4
Provide Trade-offs
Explain compromises and alternatives
- Speed: Deploy quickly
- Quality: Comprehensive testing
- Cost: Minimize resource usage
- Features: Maximum functionality
Planning Configuration
Customize Planning Behavior
Fine-tune how Siya creates and executes plans
Troubleshooting Planning
Common Issues
Common Issues
Best Practices
Best Practices
1
Clear Objectives
Define success criteria explicitly
2
Provide Context
Share relevant background information
3
Specify Constraints
Mention deadlines, resources, preferences
4
Review Plans
Check plan before execution in Chat Mode
5
Learn from History
Let Siya learn from previous projects
Summary
Master Planning for Maximum Productivity
Siya’s planning system transforms complex challenges into manageable, executable steps. By understanding user intent, decomposing tasks intelligently, managing dependencies, and allocating resources optimally, Siya ensures successful project completion. Whether you’re building software, analyzing data, or creating content, the planning system adapts to deliver the best possible outcome.
Next: Memory System
Learn how Siya manages context and memory
See Planning in Action
Watch Siya plan your next project
Intelligent planning. Flawless execution. Exceptional results.