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digital-fte-orchestrator

Coordinate task claiming, execution, and approval workflows across operational zones.

11|6|Updated Dec 28, 2025
Search Tags:#task management#workflow automation#ai agent#orchestration#human-in-the-loop#self-evolving
One-click install
npx skills add https://github.com/AbdullahMalik17/Digital-FTE --skill digital-fte-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: digital-fte-orchestrator
Source: https://github.com/AbdullahMalik17/Digital-FTE/tree/main/.claude/skills/digital-fte-orchestrator
Command: npx skills add https://github.com/AbdullahMalik17/Digital-FTE --skill digital-fte-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill manages the core task processing loop for the Digital FTE, ensuring tasks are claimed, processed, and executed efficiently and safely, with human oversight for sensitive operations.

Core Features & Use Cases

  • Task Lifecycle Management: Handles tasks from initial claim to final execution, including pending approval states.
  • Role-Based Execution: Differentiates between 'cloud' (read-only, drafting) and 'local' (full execution) environments.
  • Atomic Task Claiming: Prevents race conditions using a file-move pattern for task acquisition.
  • Skill Routing: Directs tasks to appropriate sub-skills (e.g., email, WhatsApp, Odoo).
  • CEO Briefing Generation: Creates executive summaries of system activity.

Quick Start

Run the orchestrator in normal mode by executing python scripts/run.py.

Frequently Asked Questions about digital-fte-orchestrator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I coordinate task claiming and execution across different AI agent operational zones?▼

AI agent task orchestration coordinates task claiming and execution by routing tasks to specific skills based on type and managing atomic task acquisition to prevent race conditions across operational zones.

How does task claiming prevent race conditions in workflow automation?▼

Task claiming prevents race conditions in workflow automation by using an atomic file-move pattern for task acquisition, ensuring only one agent processes a specific task at any given time.

Can I execute sensitive tasks locally with human-in-the-loop approval?▼

Yes, sensitive tasks support human-in-the-loop approval by drafting in a read-only cloud environment and executing locally, ensuring human oversight is required before final action.

What is the best way to manage a self-evolving AI employee task lifecycle?▼

Managing a self-evolving AI employee task lifecycle involves handling tasks from initial claim through pending approval states to final execution, while generating executive summaries of system activity.

Does task orchestration support routing to specific sub-skills like email or WhatsApp?▼

Yes, task orchestration supports skill routing by directing incoming tasks to appropriate sub-skills based on their type, enabling specialized execution for integrations like email, WhatsApp, or Odoo.

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