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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.

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Planning Overview

Siya's planning system transforms complex requests into structured, executable plans

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Planning Phases

  • Analysis Phase
  • Decomposition Phase
  • Dependency Mapping
  • Resource Allocation

Understanding Intent

The first step in planning is deeply understanding what you want to achieve

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 Factors:
  • Number of distinct operations
  • Inter-step dependencies
  • Resource requirements
  • Domain diversity
  • Error potential

Technical

  • Programming
  • DevOps
  • Databases
  • Architecture
  • Testing

Analytical

  • Data processing
  • Statistics
  • Visualization
  • Research
  • Reporting

Creative

  • Content writing
  • Design
  • Documentation
  • Presentations
  • UI/UX

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Planning Strategies

Adaptive Planning Approaches

Siya employs different planning strategies based on task characteristics and mode
  • Top-Down Planning
  • Bottom-Up Planning
  • Hybrid Planning

Overview

Goal-Driven Decomposition

Start with the end goal and work backwards to identify required steps
Best for:
  • Well-defined objectives
  • Clear success criteria
  • Standard workflows
  • Experienced domains
Process:
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

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Execution Planning

From Plan to Action

Creating executable plans that account for real-world complexities

Execution Schedule

  • Sequential Execution
  • Parallel Execution
  • Adaptive Execution

Tasks executed one after another in strict order

Advantages:
  • Simple to understand
  • Easy error handling
  • Predictable flow
  • Clear dependencies

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
Real-time Updates:
  • Task completion notifications
  • Milestone achievements
  • Issue alerts
  • Time estimates
  • Resource usage

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Planning Examples

Real-World Planning Scenarios

See how Siya plans different types of projects
  • Software Project
  • Data Analysis
  • Content Creation

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

  1. Setup development environment
  2. Design database schema
  3. Implement API endpoints
  4. Add authentication
  5. Write tests
  6. Deploy to cloud
3

Detailed Breakdown

1. Setup Environment
   1.1. Initialize Node.js project
   1.2. Install dependencies (Express, Sequelize, etc.)
   1.3. Configure ESLint and Prettier
   1.4. Set up Git repository

2. Database Design
   2.1. Create ER diagram
   2.2. Define tables (users, tasks, projects)
   2.3. Set up migrations
   2.4. Create seed data

3. API Implementation
   3.1. Set up Express server
   3.2. Create route structure
   3.3. Implement user endpoints
   3.4. Implement task endpoints
   3.5. Add validation middleware
...
4

Resource Assignment

  • SWE Agent: All development tasks
  • Search Agent: Best practices research
  • Automation Agent: Deployment setup

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Advanced Planning Features

Sophisticated Planning Capabilities

Advanced features that make Siya’s planning system incredibly powerful

Conditional Planning

Plans can include conditional branches based on runtime outcomes
Common Conditions:
  • Resource availability
  • Previous task success
  • Data validation results
  • User preferences
  • Time constraints

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
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
Example Multi-Objective Scenario:
  • Speed: Deploy quickly
  • Quality: Comprehensive testing
  • Cost: Minimize resource usage
  • Features: Maximum functionality
Siya finds the optimal balance based on your priorities

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Planning Configuration

Customize Planning Behavior

Fine-tune how Siya creates and executes plans
  • Planning Preferences
  • Mode-Specific Settings
{
  "planning": {
    "defaultStrategy": "hybrid",
    "maxDepth": 4,
    "parallelismLevel": "aggressive",
    "timeEstimates": "conservative",
    "errorHandling": "comprehensive",
    "detailLevel": "balanced"
  }
}

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Troubleshooting Planning

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

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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.