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Anarchy Agent - Implementation Roadmap

Overview

This document outlines the implementation plan for completing the missing functionality in the Anarchy Agent project. Based on the examination of the codebase, several components need to be implemented to make the agent fully functional.

Identified Missing Components

Through code analysis, the following components have been identified as missing or containing placeholder implementations:

  1. Sandbox Module: Referenced in executor.a.i and system.a.i
  2. Parser Module: Referenced in executor.a.i
  3. LLM Engine: Referenced in planner.a.i
  4. Database Module: Referenced in memory.a.i
  5. File System Module: Referenced in system.a.i
  6. Shell Module: Referenced in system.a.i
  7. Network Module: Referenced in executor.a.i
  8. Browser Implementation: Contains placeholder code in browser.a.i
  9. String Dictionary: Referenced in all modules but needs to be created/updated

Implementation Priorities

The implementation will be prioritized as follows:

Phase 1: Core Infrastructure

  1. String Dictionary Implementation

    • Create or update string_dictionary.json
    • Implement string dictionary loading mechanism

  2. Sandbox Module

    • Implement secure execution environment
    • Add permission-based access control
    • Implement resource usage limits

  3. Parser Module

    • Implement Anarchy-Inference code parser
    • Add syntax validation
    • Implement error handling

Phase 2: System Interfaces

  1. File System Module

    • Implement file operations (list, read, write, remove, copy, move)
    • Add path validation and security checks
    • Implement error handling

  2. Shell Module

    • Implement command execution
    • Add security restrictions
    • Implement OS information retrieval
    • Add environment variable access

  3. Network Module

    • Implement HTTP GET/POST operations
    • Add request validation
    • Implement response handling

Phase 3: Advanced Components

  1. Database Module

    • Implement key-value storage
    • Add query functionality for relevant entries
    • Implement persistence

  2. LLM Engine

    • Implement model loading and initialization
    • Add prompt generation and processing
    • Implement response handling
    • Add context management

  3. Browser Implementation

    • Replace placeholder code with actual browser automation
    • Implement page navigation
    • Add element interaction (click, input)
    • Implement content extraction
    • Add JavaScript execution

Detailed Implementation Plan

1. String Dictionary Implementation

File: string_dictionary.json

Tasks:

  • Create a comprehensive string dictionary with all strings used in the application
  • Use symbolic references for all user-facing messages
  • Implement efficient loading mechanism

2. Sandbox Module

File: sandbox.a.i

Tasks:

  • Implement sandbox initialization
  • Add symbol registration mechanism
  • Implement secure code execution
  • Add permission system
  • Implement resource usage monitoring
  • Add error handling and reporting

3. Parser Module

File: parser.a.i

Tasks:

  • Implement Anarchy-Inference syntax parser
  • Add AST (Abstract Syntax Tree) generation
  • Implement code validation
  • Add error detection and reporting
  • Implement optimization (if needed)

4. File System Module

File: file.a.i

Tasks:

  • Implement directory listing
  • Add file reading/writing
  • Implement file/directory removal
  • Add file copying/moving
  • Implement path validation
  • Add error handling

5. Shell Module

File: shell.a.i

Tasks:

  • Implement command execution
  • Add output capturing
  • Implement OS information retrieval
  • Add environment variable access
  • Implement security restrictions
  • Add error handling

6. Network Module

File: network.a.i

Tasks:

  • Implement HTTP GET requests
  • Add HTTP POST requests
  • Implement response handling
  • Add request validation
  • Implement error handling

7. Database Module

File: db.a.i

Tasks:

  • Implement database initialization
  • Add key-value storage
  • Implement query functionality
  • Add persistence
  • Implement error handling

8. LLM Engine

File: llm.a.i

Tasks:

  • Implement model loading
  • Add prompt generation
  • Implement response processing
  • Add context management
  • Implement error handling

9. Browser Implementation

File: browser.a.i (update existing file)

Tasks:

  • Replace placeholder code with actual browser automation
  • Implement browser initialization
  • Add page navigation
  • Implement element interaction
  • Add content extraction
  • Implement JavaScript execution
  • Add error handling

Integration Plan

After implementing each component, the following integration steps will be performed:

  1. Update the corresponding module files to use the new implementations
  2. Test each component individually
  3. Test components together to ensure proper interaction
  4. Update the main modules to use the new functionality

Testing Strategy

Each component will be tested using:

  1. Unit tests for individual functions
  2. Integration tests for component interaction
  3. End-to-end tests for complete workflows

Documentation Updates

After implementation, the following documentation will be updated:

  1. Component documentation with usage examples
  2. API documentation for each module
  3. Integration examples
  4. Troubleshooting guide

Timeline Estimate

  • Phase 1: 1-2 days
  • Phase 2: 2-3 days
  • Phase 3: 3-4 days
  • Integration and Testing: 2-3 days
  • Documentation: 1-2 days

Total estimated time: 9-14 days