How BB Works

An overview of BB's operation, capabilities, and configuration options across all professional domains.

Objectives-Driven Intelligence

Conversation Structure

BB maintains context through a hierarchical objectives system that works across all domains:

Conversation Goal: Set at start, provides overall context and purpose for your project
Statement Objectives: Generated for each user input, guides immediate tasks toward your goal
Turn Tracking: Monitors progress within maximum allowed turns (default: 25) to maintain focus

Domain-Specific Examples:

Research Project:

Goal: "Analyze climate adaptation strategies in coastal cities"
Objective: "Extract key findings from these 15 papers"

Content Project:

Goal: "Create Q3 content strategy for sustainable investing"
Objective: "Develop an outline for the pillar content"

Capabilities Across Domains

BB employs a variety of capabilities to support different professional domains:

Research Capabilities:

Literature analysis and synthesis
Research methodology development
Data processing and visualization
Academic manuscript preparation

Content Creation Capabilities:

Content research and organization
Structured content planning
Multi-channel content adaptation
Brand voice consistency management

Analysis Capabilities:

Data source integration
Statistical analysis and pattern identification
Interactive visualization creation
Business insights extraction

Development Capabilities:

System architecture design
Code implementation and refactoring
Testing and documentation
Integration with existing systems

Technical Operation

Project Understanding

BB builds an understanding of your entire project context, regardless of domain:

File Discovery: BB explores your project files to understand their content and relationships
Context Building: BB maintains awareness of your project's structure and purpose across conversations
Domain Awareness: BB adapts its approach based on your project type and domain-specific needs

Project Types:

Research Projects: Literature collections, data sets, research notes
Content Projects: Content strategies, drafts, assets, distribution materials
Analysis Projects: Data sources, analysis scripts, visualizations, reports
Development Projects: Source code, configurations, tests, documentation

Project Manipulation

BB can create, modify, and organize files across all project types:

Content Changes: BB can modify existing files or create new ones with precision
Project Organization: BB can reorganize files and directories to improve project structure
Integration: BB can help integrate with external services and APIs

Domain-Specific Examples:

Research: Creating structured literature reviews, organizing research findings
Content: Developing content calendars, adapting content for different channels
Analysis: Building interactive dashboards, creating data visualization scripts
Development: Implementing features, refactoring code, creating documentation

Resource Management

Token Usage and Conversation Management

Managing resources effectively ensures optimal performance across all project types:

Conversations have a token limit to maintain quality and performance
Each conversation turn and file contributes to token usage
Breaking complex projects into focused conversations improves efficiency
Using conversation summaries helps maintain context while reducing token usage

Efficiency Tips by Domain:

Research Projects:

Focus on one research question per conversation
Share only relevant papers for specific analyses
Use separate conversations for literature review vs. data analysis

Content Projects:

Create separate conversations for strategy vs. creation
Focus on one content piece or channel at a time
Use conversation summaries to track content decisions

Configuration Options

Customizing BB for Your Needs

BB can be configured to better support your specific domain and project requirements:

Turn Limit

Control conversation length to manage complexity:

api.maxTurns: 25 // Default value

Allowed Commands

Configure external commands BB can access:

api.toolConfigs.run_command.allowedCommands: [
  // File operations
  "ls", "cd", "pwd", "mv", "cp", "mkdir",
  
  // Content operations
  "cat", "find", "grep", "tree",
  
  // Version control
  "git branch", "git checkout",
  
  // Add domain-specific tools here
  // ...
]