Using agent capabilities to simulate strategic options

Discussion
4

This is great, I’ve been working non-stop to figure out how to best wrangle my agents…

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currently building out my own composer logger to Postgres… It was working well, then broke, worked, broke, scope_creep, works, breaks, scop_creep, SHINY_OBJECT_FEATURE, breaks… Rinse Repeat…

But I am really learning a lot about how to manipulate Cursor environment.

I use this method a lot - for context hand_off from agent to agent:

Cursor Timeline Manager - Development Handoff

Project Overview

The Cursor Timeline Manager is a PowerShell-based tool for managing and visualizing Cursor IDE’s history data. It connects to both SQLite (local storage) and PostgreSQL (remote storage) databases.

Current State

Working Features

  1. Basic UI framework with:

    • Persistent status header showing database connections
    • Menu-based navigation
    • Timeline view with filtering options
    • Search interface (placeholder)
    • Data management options
    • Log viewer

  2. Test data implementation showing:

    • Chat entries (:speech_balloon:)
    • Editor entries (:memo:)
    • Basic filtering by time and type

Known Issues

  1. Critical: SQLite data reading not working

    • Database found at: %APPDATA%/Cursor/User/workspaceStorage/*/state.vscdb
    • Table name is ItemTable with schema: key TEXT UNIQUE ON CONFLICT REPLACE, value BLOB
    • Current error: Cannot handle binary data format
    • Values are stored as byte arrays, not strings

  2. Pending: PostgreSQL integration

    • Basic configuration structure in place
    • Connection testing implemented
    • Actual data migration not yet implemented

Technical Details

Database Structure

  1. SQLite:

    CREATE TABLE ItemTable (
    key TEXT UNIQUE ON CONFLICT REPLACE,
    value BLOB
);
    • Keys follow patterns:
      • Chat: chat.*
      • Editor: workbench.*
    • Values are binary BLOB data containing JSON

  2. PostgreSQL (Planned):

    CREATE TABLE cursor_history (
    id SERIAL PRIMARY KEY,
    type TEXT NOT NULL,
    timestamp TIMESTAMP NOT NULL,
    key TEXT NOT NULL,
    value JSONB NOT NULL
);

Core Files

  1. src/core/Initialize-Environment.ps1:

    • Environment setup
    • Database connection management
    • Configuration loading

  2. src/core/Get-CursorHistory.ps1:

    • Currently using test data
    • Needs update to handle binary SQLite data
    • Implements filtering and data processing

  3. src/ui/Show-Dashboard.ps1:

    • Main UI implementation
    • Status header
    • Menu system
    • Timeline view

Next Steps

  1. Fix SQLite data reading:

    • Update Get-CursorHistory to properly handle BLOB data
    • Implement proper UTF-8 decoding
    • Add error handling for malformed data

  2. Implement data migration:

    • Add schema validation
    • Implement incremental updates
    • Add conflict resolution

  3. Add real-time updates:

    • Monitor SQLite for changes
    • Implement refresh mechanism
    • Add notification system

Environment Setup

  1. Required PowerShell modules:

    • PSSQLite (>= 1.1.0)
    • Npgsql (for PostgreSQL)

  2. Environment variables:

    DB_HOST=localhost
DB_PORT=5432
DB_NAME=cursor
DB_SCHEMA=public
DB_USER=cursor
DB_PASS=your_password

Testing Notes

  1. Current test data structure:

    [PSCustomObject]@{
    Type = 'chat'|'editor'
    Timestamp = Get-Date
    Key = 'chat.history'|'workbench.editor'
    Value = 'Test message'
    Data = $null
}

  2. SQLite test query:

    SELECT key, value FROM ItemTable
WHERE key LIKE 'chat%' OR key LIKE 'workbench%'
ORDER BY key DESC;

Known Limitations

  1. SQLite binary data handling
  2. No real-time updates
  3. Limited error recovery
  4. Missing data validation
  5. No data compression
  6. Limited search capabilities

Future Enhancements

  1. Real-time monitoring
  2. Advanced search
  3. Data compression
  4. Backup management
  5. Performance optimization
  6. Multi-workspace support

Contact

  • Project maintainer: Current agent
  • Last update: January 5, 2024
  • Status: In development