AI Agent Workflow Framework
19.5k 2026-04-24
OthmanAdi/planning-with-files
Implements the Manus-style persistent markdown planning workflow, enabling AI agents to operate with a structured, file-based approach for complex tasks.
Core Features
Manus-style persistent markdown planning
Structured, file-based workflow for AI agents
Supports multi-level task orchestration and parallel execution (via community forks)
Integration with Claude Code skill environment
Community-driven extensions for diverse use cases
Detailed Introduction
This project provides a robust framework for AI agents to adopt the highly effective Manus-style persistent markdown planning workflow, a methodology credited for a $2 billion acquisition. By leveraging file-based planning, it enables AI agents, particularly those built with Claude Code skills, to manage complex tasks, maintain state, and execute multi-step operations with enhanced structure and reliability. It fosters a community-driven ecosystem, allowing for diverse extensions and applications in areas like multi-agent collaboration and project management.