Data Machine

Jobs Management Interface

Real-time job monitoring and administration interface providing visibility into pipeline execution status, performance metrics, and administrative controls. Jobs Overview Job Listing: Comprehensive table view showing recent jobs with: Job ID for unique identification and tracking Pipeline and Flow name combinations for context Execution status with color-coded indicators Creation timestamp for scheduling analysis Completion timestamp for […]

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Pipeline Builder Interface

Modern React-based interface for creating and managing Pipeline+Flow configurations with TanStack Query + Zustand architecture for optimal performance, real-time updates, zero page reloads, and complete REST API integration. Pipeline Management Pipeline Selection: Dropdown selector with user preference persistence and automatic selection of newest pipeline when none specified. Add New Pipeline: Creates new pipeline templates with […]

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Settings Configuration Interface

Tabbed settings interface providing centralized control over Data Machine system behavior, integrations, and AI provider configuration. Interface Structure Tabbed Navigation: WordPress native nav-tab-wrapper pattern with three main sections: Admin Tab: System behavior and administrative controls Agent Tab: AI system configuration and tool management AI Providers Tab: API key entry for AI providers (OpenAI, Anthropic, Google, […]

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Publish Handlers Overview

Publish handlers distribute processed content to external platforms using AI tool calling architecture. All handlers implement the handle_tool_call() method for agentic execution. Available Handlers Social Media Platforms Twitter (twitter) Character Limit: 280 characters Authentication: OAuth 1.0a Features: Media upload, URL replies, t.co link handling API: Twitter API v2 for tweets, v1.1 for media Bluesky (bluesky) […]

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Google Sheets Output Handler

Appends structured data to Google Sheets spreadsheets using OAuth2 authentication with configurable column mapping for data collection and reporting workflows. Architecture Base Class: Extends PublishHandler (@since v0.2.1) Inherited Functionality: Engine data retrieval via getSourceUrl() and getImageFilePath() Image validation via validateImage() with comprehensive error checking Standardized responses via successResponse() and errorResponse() Centralized logging and error handling […]

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WordPress Publish Handler

Creates posts in the local WordPress installation using a modular handler architecture with specialized processing components for featured images, taxonomies, and source URLs. ## Architecture **Base Class**: Extends PublishHandler (@since v0.2.1) **Inherited Functionality**: – Engine data retrieval via `getSourceUrl()` and `getImageFilePath()` – Image validation via `validateImage()` with comprehensive error checking – Standardized responses via `successResponse()` […]

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Bluesky Publish Handler

Posts content to Bluesky using app passwords and AT Protocol integration with media upload support and automatic link detection. Architecture Base Class: Extends PublishHandler (@since v0.2.1) Inherited Functionality: Engine data retrieval via getSourceUrl() and getImageFilePath() Image validation via validateImage() with comprehensive error checking Standardized responses via successResponse() and errorResponse() Centralized logging and error handling Implementation: […]

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Threads Publish Handler

Posts content to Meta’s Threads platform using OAuth2 authentication with two-step publishing process and media support. Architecture Base Class: Extends PublishHandler (@since v0.2.1) Inherited Functionality: Engine data retrieval via getSourceUrl() and getImageFilePath() Image validation via validateImage() with comprehensive error checking Standardized responses via successResponse() and errorResponse() Centralized logging and error handling Implementation: Tool-first architecture via […]

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Facebook Publish Handler

Posts content to Facebook Pages using OAuth2 authentication with media upload support and configurable link handling modes. Architecture Base Class: Extends PublishHandler (@since v0.2.1) Inherited Functionality: Engine data retrieval via getSourceUrl() and getImageFilePath() Image validation via validateImage() with comprehensive error checking Standardized responses via successResponse() and errorResponse() Centralized logging and error handling Implementation: Tool-first architecture […]

December 1, 2025 Read More

Twitter Publish Handler

Posts content to Twitter with media support, authentication via OAuth 1.0a, and comprehensive formatting features. Architecture Base Class: Extends PublishHandler (@since v0.2.1) Inherited Functionality: Engine data retrieval via getSourceUrl() and getImageFilePath() Image validation via validateImage() with comprehensive error checking Standardized responses via successResponse() and errorResponse() Centralized logging and error handling Implementation: Tool-first architecture via handle_tool_call() […]

December 1, 2025 Read More

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Data Machine

Data Machine Documentation

Changelog

Data Machine User Documentation

Data Machine Architecture

Admin Interface

Jobs Management Interface

Settings Configuration Interface

Pipeline Builder Interface

Handlers

Publish

Publish Handlers Overview

Google Sheets Output Handler

Bluesky Publish Handler

Threads Publish Handler

WordPress Publish Handler

Twitter Publish Handler

Facebook Publish Handler

Fetch

WordPress Local Fetch Handler

Files Fetch Handler

RSS Feed Fetch Handler

WordPress Media Fetch Handler

Fetch Handlers Overview

Google Sheets Fetch Handler

WordPress REST API Fetch Handler

Reddit Subreddit Fetch Handler

Update

WordPress Update Handler

Api

ProcessedItems Endpoints

Execute Endpoint

Tools Endpoint

Handlers Endpoint

Files Endpoint

Scheduling Intervals

Auth Endpoints

Data Machine REST API

Users Endpoints

StepTypes Endpoint

Error Handling

Parameter Systems

Chat Endpoint

Pipelines Endpoints

Logs Endpoints

Providers Endpoint

Jobs Endpoints

Settings Endpoints

Flows Endpoints

Authentication

Ai Tools

AI Tools Overview

Google Search Tool

Add Pipeline Step Tool

Create Flow Tool

Create Pipeline Tool

Update Flow Tool

Local Search AI Tool

WebFetch AI Tool

Run Flow Tool

API Query Tool

ExecuteWorkflow Tool

WordPress Post Reader AI Tool

Configure Pipeline Step Tool

Configure Flow Step Tool

Api Reference

Core Actions Reference

Universal Engine Filters

Core Filters Reference

REST API Extensions Guide

Core System

RequestBuilder Pattern

Taxonomy Handler

WordPress Shared Components

SettingsHandler Base Classes

AI Conversation Loop

Logger

Chat Database

DataPacket Class

Fetch Handler Settings